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Amazon Prime Dwell Weblog: The Prime 131 Offers We have Found So Far

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With just a day to go, offers are pouring in at an incredible pace. Ahead of the main event on July 16th and 17th, the prominent retailer is slashing prices across the board. With numerous deals available from the start, fresh opportunities continue to emerge regularly. Retailing behemoths, however, cannot go unmentioned. Opponents are also slashing prices for many of their devices. 

With numerous options flooding the market, it’s natural to feel overwhelmed when trying to stay on top of them all; that’s why our team of dedicated buying consultants are here to streamline the process and guide you through it with ease. With a relentless focus on delivering exceptional value, they work tirelessly around the clock to uncover the best possible deals, freeing you from the need to spend countless hours searching for them.

Major financial savings can be found on a wide range of products, including smart home technology, everyday essentials, and various gadgets, such as headphones. For those on a tight budget, we’ve compiled our discoveries into practical suggestions to help you save up and indulge in small treats as little as $1. Discover the most exciting Prime Day deals at their best here. We continuously update our selection with high-quality products that are genuinely discounted, rather than simply inflated and deflated. Take advantage of this opportunity to stay ahead of the tech curve with CNET, your trusted guide to the latest gadgets and innovations. 

Prime members’ top picks for this year’s most coveted deals.

When it comes to affordable earbud options, Apple’s AirPods are a top consideration. The audio quality remains consistent, but it’s the array of enjoyable options that truly shines. These headphones seamlessly integrate with all your Apple devices, making them incredibly convenient to utilize anywhere due to their intuitive contact controls. Until they sell out, snag these refurbished AirPods at an incredible 47% discount, all for under $80. 

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Amazon’s Echo Dot is a compact yet effective smart speaker that seamlessly integrates with Amazon Alexa, enabling users to stream their favorite tunes, stay informed about news, weather, and more, while also allowing for intuitive control of their smart home devices. This free bulb is a great starting point for enhancing your lighting setup or expanding on an existing home automation system. This exclusive offer is reserved solely for Amazon Prime members.

This portable massager employs percussive technology to target areas of discomfort, delivering targeted relief for sore muscles. At present, the value has plummeted to an all-time low.

The Amazon Kindle Scribe is now available at a discounted price during the Prime Day sale. This device is undeniably the most potent large-format e-reader available, as attested by David Carnoy of CNET.

Preorders for the highly anticipated Samsung Galaxy Z Flip 6 are now open at an affordable price of $320; however, please note that delivery won’t commence until after the official July 24 launch date. Don’t you get the unlocked mannequin at a discount, along with a $200 Amazon gift card? 

Explore more details about this latest design in our comparison of specs between the new and previous models. 

Prime Day headphone offers

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Are you obsessed with a personal audio file and eager to save money on your new headphones or earbuds? These reductions are unlikely to persist for long anyway? However, if you need a comprehensive checklist of your favorite items, we’re diligently working across the clock to gather them for you as well.

Prime Day tech offers

Samsung Galaxy Tab S9 FE Plus

Will Amazon Prime Day deliver a fresh fix of innovative technology, whether a cutting-edge pill or a smart upgrade for your previous TV, it’s often the day of reckoning for those seeking to level up their tech arsenal. The offers are pouring in, and these stand out as some of the best we’ve come across so far. If you’re still looking for more top-notch Prime Day tech deals, explore our curated hubs showcasing the best discounts on the latest gadgets, innovative smart home devices, and unbeatable prices on electronics.

  • . A reliable app for Android enthusiasts.
  • Preorder the latest Samsung Galaxy Fold and receive a generous discount, along with a $300 Amazon gift card, for a limited time. 
  • . Keep powered anytime. 
  • . This compact and versatile 4K streamer is one of our top-rated streaming devices.
  • . Relax with stunning visuals on your iPad as you scroll through social media, dive into immersive video game worlds, or enjoy live streams from the comfort of your own space.
  • . The new iPad boasts a robust performance and a compact 8.3-inch display that makes it perfect for both work and play.
  • . While the new Watch 7 has taken center stage, its predecessor remains a reliable choice.
  • . Don’t misplace your keys again with these clever tracking devices.
  • . This tablet boasts a large display and up to 14 hours of battery life for its price.
  • . Streams of multimedia content are presented under distinctive video names, accompanied by visual representations in the form of show pictures. Effective management of these units is crucial for seamless user experiences.
  • . Cruise up to 15 miles on this portable and versatile foldable scooter.
  • . Effortlessly clear every floor with this versatile, cordless vacuum converter.
  • . Discover the latest innovation from Apple: the newest generation of its iconic smartwatch.
  • . Save on Apple’s finances smartwatch.
  • . Save 45% off this ultra-portable off-grid charger and get an additional $27 discount with our exclusive coupon – limited time offer! 
  • . Transform your backyard into an ultimate outdoor entertainment haven with this compact and portable mini projector.
  • . Protect your hearing with our ingenious earbuds, engineered to shield you from the cacophony of everyday life.
  • . Obtain two portable power chargers for a mere $20 and ensure that all your devices remain powered up at all times, wherever you roam.
  • . Expand your online presence to reach new heights of 1,500 square feet? Connect up to 30 devices with this versatile extender from TP-Link.
  • . Store massive video game libraries and important digital files on this 1TB storage drive.
  • Discover a premium Android experience at an unbeatable price: snag an unlocked Google Pixel smartphone for more than half off its original value!
  • . The excitement begins with this versatile karaoke machine featuring a powerful 6.5-inch full-range speaker that seamlessly connects to iPhones, iPads, TVs, and PCs. 
  • . Stream over 400 free live TV channels and enjoy Netflix, Disney+, Prime Video, and more with this high-definition streaming device.
  • . This sleek and compact USB-C charging station fits neatly in the palm of your hand. 
  • . Waterproof and able to rock. 
  • . Concurrently recharge a multitude of Apple devices to maximize efficiency and minimize downtime. 
  • ). There’s a fine line separating this device from a laptop computer, and we’re more than comfortable with that distinction. 
  • . Streaming is just a touch or a voice command away. 
  • ). Discover a year’s worth of unlimited music and podcast listening without breaking the bank. 
  • . Relax anywhere with these innovative Wi-Fi blackout masks, featuring built-in headphones that allow you to listen to your favorite tunes while drifting off to sleep. 
  • . Elevate Your Audio Experience: High-Definition Sound for Indoor and Outdoor Events
  • . Secure up to three PCs, five Macs, six iOS devices, and seven Android devices against external dangers by implementing robust protection measures.

    * Deploy a reliable antivirus software suite on each PC and Mac to detect and neutralize malware, viruses, and other online threats.
    * Configure firewalls to block suspicious incoming and outgoing network traffic and restrict access to sensitive data.
    * Set up intrusion detection systems to monitor and respond to potential security breaches in real-time.
    * Implement robust password policies for all user accounts, using strong passphrases and ensuring they are regularly updated.
    * Activate automatic software updates for each device to ensure the latest security patches and features are installed promptly.
    * Utilize reputable mobile antivirus apps on Android devices and configure iOS devices to automatically update their operating systems and apps.
    * Set up secure networks and Wi-Fi connections, using strong passwords and encryption to protect data transmission.
    * Conduct regular security audits and vulnerability assessments to identify and address potential weaknesses before they can be exploited.
    * Educate users on safe computing practices, such as avoiding suspicious links and attachments, and not sharing sensitive information online. 

  • Streamline your work environment with our comprehensive productivity booster, designed to optimize workflows and boost efficiency. 
  • . Transform your property into a seamless connectivity haven with our cutting-edge Wi-Fi 6 mesh router. 

Prime Day TV offers

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On Amazon Prime Day, consider upgrading from your old, broken TV to a new one that’s worthy of the latest must-see TV shows. If none of these strategies resonate with your goals, review our comprehensive guide to the most impactful methods. 

  • . For those who appreciate the Google TV ecosystem, this option offers a reliable substitute.
  • . Suitable for intimate settings such as bedrooms or compact spaces.
  • . Grab an OLED display for under $2,000?
  • .

    Discover how this excellent OLED TV leverages its brightness-boosting capabilities to deliver a crystal-clear, luminous display of your favorite sneakers.

  • . Acquire the best value for your money by investing in a large-screen display and bundling it with the Fire TV platform, a seamless way to enhance your entertainment experience.
  • . Are you in the market for a compact and value-driven entertainment option? This high-definition fireplace television offers an unbeatable price-to-performance ratio.
  • . A compelling choice for enthusiasts of Google’s TV ecosystem.
  • . Discover unparalleled gaming experiences with innovative PlayStation 5 features such as intelligent auto HDR tone mapping and stunning visual image modes. 
  • . While Sony may be your preferred brand, if you’re seeking a more compact television, this 43-inch model could be an excellent choice for many bedrooms or for kids.
  • . Three HDMI inputs allow seamless connectivity with gaming consoles, set-top boxes, AV receivers, and more.
  • . Ideal for gamers with automated recreation mode, variable refresh rate seamlessly integrated with AMD technology, a cutting-edge gaming menu, and much more.
  • . Ditch traditional television and discover a world of limitless entertainment options by exploring the best features of each streaming service on our intuitive platform. 
  • . Host enchanting summer evening movie nights under the stars with our rugged and reliable outdoor waterproof TV. 
  • . Stream your favorite shows and movies using Alexa’s built-in voice assistant, which seamlessly integrates with your TV to offer a diverse range of content for you to enjoy.
  • . Experience unparalleled immersion with our QLED TV’s advanced 3D surround sound and stunning color accuracy.
  • . At its most affordable price point ever offered by the retailer, this model delivers exceptional image quality and brightness at a remarkable value.
  • . A high-end OLED display offers stunning image quality, while Samsung’s speedy processor efficiently enhances streaming of movies and TV shows, as well as gaming performance. 
  • . Finding a TV with such exceptional quality at a lower price point can be a challenge, whether it’s for a spare room or just to finish the task efficiently. 
  • . Mini LEDs ensure crystal-clear backlighting, allowing for exceptional visibility even in the darkest environments. 
  • . A budget-friendly TV that arrives with impressive features: 720p resolution, seamless access to hundreds of channels, apps, and integrated Alexa control. 

Amazon’s Prime Day deals are here! Score incredible discounts on laptops and tablets.

Get ready to upgrade your digital lifestyle with the latest devices from top brands. From budget-friendly options to high-performance powerhouses, we’ve got you covered.

Stay productive with a new laptop featuring:

Intel Core processors
Up to 16 hours of battery life
Crystal-clear displays

Or, take your tablet experience to the next level with:

Large, vibrant screens
Long-lasting batteries
Powerful processing

Don’t miss out on these Prime Day deals!

M3 MacBook Pro

In today’s market, the abundance of quality laptops makes it rare to find a poor-performing device, but it’s still beneficial to seek out a bargain when purchasing one. Discover unbeatable deals on top-rated laptops in real-time at our comprehensive resource.

  • . For budget-conscious consumers, this previous-generation mannequin represents a viable option.
  • . If you happen to have a small surplus of funds and require the M3 chip, you can secure a $100 discount on Apple’s latest MacBook Air.
  • . With its M3 Professional chip, this device boasts exceptional stability and speed.
  • . With its expansive 16-inch screen, this workstation provides a substantial foundation for productivity and efficiency.
  • . A versatile and portable compact mannequin ideal for on-the-go use.
  • . An affordable option featuring a prominent visual interface.
  • .

    This budget-friendly laptop computer includes a one-year subscription to Microsoft 365, making it suitable for students from middle school through high school.

  • . A powerful laptop computer features a large, high-definition display and ample storage space, boasting a massive 1TB capacity to accommodate a vast array of files.
  • . A budget-friendly Windows laptop that’s portable and boasts a large display.
  • . A cutting-edge laptop boasting a stunning premium AMOLED touchscreen display.
  • This laptop features impressive visuals courtesy of its AMD Radeon graphics card, delivering exceptional graphical performance.
  • . With an impressive grand-plus worth of financial savings on offer, this top-tier gaming laptop boasts an AMD Ryzen 7 processor, a generous 16GB of RAM, a lightning-fast 512GB SSD, and a crisp FHD display.
  • . Unbeatable value: now just a record-low price of [amount], plus get an additional $50 off with our exclusive coupon! 
  • . The lowest price we’ve seen for the 2021 pill is $249, featuring a 12-hour battery life, 32GB of storage, and a vibrant 1080p full HD display. 
  • . This sleek device boasts an impressive 11-inch display featuring a staggering 2.4 million pixels, powered by an octa-core processor for seamless performance. Its long-lasting 14-hour battery ensures all-day use, while its durable aluminum construction provides a premium feel. 
  • . A portable power bank boasting an impressive 10-hour runtime. 

Prime Day good residence offers

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Smart homes are revolutionizing residential living with cutting-edge innovations like intelligent lighting, advanced surveillance systems, and much more, making every day an exciting adventure. While setting up a comfortable home can be costly, these incentives do help alleviate some of the financial burden. To elevate your property’s curb appeal and surpass its surroundings. Explore what additional features and enhancements you can bring to your property to elevate its value and appeal? 

Amazon’s Prime Day extravaganza has arrived! For two days only, Prime members can snag incredible deals on everything from top-of-the-line appliances to cozy home essentials. Here are the highlights:

Kitchen Whirlwinds:
Take your cooking game to new heights with discounts on coveted cookware and gadgets.
Smart Home Savvy:
Upgrade your abode with smart devices and voice-controlled assistants at unbeatable prices.

Residence Rendezvous:
Transform your living space with sleek furniture, plush bedding, and stylish decor at a fraction of the cost.

Hurry! These Prime Day deals won’t last forever.

amazon-prime-day-ninja-cremi-ice-cream-maker-hero-image

Regardless of whether you’re looking to replace your outdated kitchen blender or upgrade your cleaning tools at home, there are numerous products and crucially, deals, that can help you achieve your objectives.

If none of these communication methods resonate with you, review our comprehensive checklist of the most impactful strategies, which we will regularly update and maintain in a timely manner. 

  • Crafting creamy concoctions at a moment’s notice? 
  • . Effortlessly capturing light-weight pet hair and various debris on carpets and tough floors with equal ease. 
  • . Soft and gentle on the feet. 
  • . Available in sleek black or crisp white, baking has never been more convenient. 
  • . Ditch the daily commute to Starbucks and indulge in your favorite coffee drinks – espressos, cappuccinos, and lattes – from the comfort of your own home. 
  • . Good for residences and dorms. 
  • . Comprises a pair of shams and a quilt. 
  • . This versatile 13-in-one countertop oven is capable of air frying, baking, broiling, toasting, dehydrating, and more, offering a wide range of culinary possibilities. Is it nearly half-priced currently?
  • . With its automated features, this robotic vacuum takes the chore out of cleaning your home, leaving you to enjoy a spotless space without lifting a finger.
  • . Seize a fantastic deal on this top-rated voice-controlled robotic vacuum, offering unparalleled cleaning performance and value at more than 50% off its original price!
  • . Can deliver a piping hot pizza in mere 60 seconds, fueled by the convenience of gas? 
  • . Savor every sip from a mug that’s hot and holding its own as a perfect blend of style and functionality.
  • . Effortlessly blend ingredients together using this versatile 9-speed hand mixer.
  • . Streamline your kitchen workflow by harnessing the power of this innovative greens chopper.
  • . Pans that are easy to wash come in a variety of uses, crafted from durable non-stick carbon steel with comfortable purple silicone handles.
  • . At rock bottom price point offered by the retailer, this item has unexpectedly become the top-selling product in kitchen and dining categories, prompting a sudden shortage of stock. 
  • . Durable, heat-resistant oven mitts.
  • A fantastic offer on one of our most popular hand wash products. 

When is Amazon Prime Day?

Almost every year, Amazon’s Prime Day takes place in mid-July. The tradition continues uninterrupted this year as well. The on . This year marks the tenth anniversary of Amazon’s Prime Day sale. With just a few days until the sale officially begins, the pre-sale deals are already scorching hot. 

What’s Amazon Prime Day?

Prime Day is Amazon’s flagship shopping event, offering an unparalleled array of exclusive deals and discounts to its loyal Prime members. If you’re not a Prime member, don’t worry – there are still some exclusive deals waiting for you. But as a valued Prime member, you’ll have access to an unparalleled array of unbeatable offers today. If you’re not yet a member, don’t worry – there’s still time to join, even if it’s at the last minute. There may be opportunities available in almost every class offered. This categorizes into five distinct categories: technology, residential, kitchenware, playthings, and miscellaneous. Automakers’ favourite downtime ensues, coinciding with Christmas, New Year’s, and summer holidays alike. 

Discover the best deals on Prime Day by setting up alerts for your desired products, utilizing Amazon’s Deal of the Day and Lightning Deals sections, exploring sales on last season’s items and refurbished electronics, taking advantage of bundle discounts, considering certified pre-owned options, and monitoring prices with tools like CamelCamelCamel or Keepa.

As Prime Day deals proliferate, it’s becoming increasingly challenging to discern the best options from the plethora of promotions vying for attention, making it crucial to strategically evaluate each offer before committing. When shopping online, it’s essential to keep an open mind, snag the products you want before they sell out, and don’t hesitate to diversify your retail choices. Retailers vying with Amazon’s dominance are offering attractive discounts in an effort to keep pace. 

Preserve the pressure on us? We’ve established numerous alternative platforms catering to various deal categories. We regularly update our comprehensive directory, streamlining your search process by providing instant access to a vast array of options, thereby eliminating the need for tedious searching through numerous individual listings. Our hubs are quick to snap up the best Prime Day deals on a range of products from top brands. Plus a lot extra. For the frugal consumer, we’ve curated dedicated hubs featuring Prime Day deals under $50, under $25, and under $10, empowering you to save substantial amounts. Try all your content material, so you don’t miss anything? 

Learn how to Replace Paperwork in Elasticsearch

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Is a leading open-source search and analytics engine, built primarily around the powerful Apache Lucene technology. When designing functions for handling Change Data Capture (CDC) data using Elasticsearch, architects must develop a system capable of efficiently processing frequent updates and modifications to existing documents within an index.

On this blog, we’ll guide you through the various options available for updates, including comprehensive updates, partial updates, and scripted updates. What lies beneath the surface of Elasticsearch is the primary focus as we investigate how modifying a document affects CPU usage within the system, with a particular emphasis on the impact of frequent updates.

Instance utility with frequent updates

To better perceive user experiences, let’s consider a search utility for a video streaming service like Netflix. When consumers search for a gift, such as a “political thriller”, they are presented with a curated list of relevant results driven by keyword matches and other metadata attributes.

The home of playing cards?

The search functionality in Elasticsearch can be customised to leverage title and description as full-text search fields. The views The area hosting a diverse range of views per title can effectively be leveraged to enhance content, thereby elevating more popular shows to even greater heights. The views The area is incrementally updated every time a viewer watches an episode of their preferred show or movie.

As the search configuration is employed within a utility, the scale of Netflix’s dimensions enables countless updates to be executed simultaneously, with rates reaching hundreds of thousands per minute, as dictated by the dot. According to the Netflix Engagement Report, viewers streamed approximately 100 billion hours of content worldwide from January to July. Given an average watch time of just a quarter hour per episode or film, common viewership reaches a staggering 1.3 million per minute. Without this painstakingly manual process, every view would necessitate a replacement on a massive scale, potentially exceeding hundreds of thousands.

Search and analytics functions often require frequent updates, especially when built upon CDC data.

Performing updates in Elasticsearch

Let’s update efficiently in Elasticsearch using this straightforward example.

Elasticsearch, a widely used search engine, has made significant strides in providing a scalable and flexible indexing mechanism. With its ability to handle massive amounts of data, it’s no wonder why many organizations have adopted this technology as their go-to solution for search and analytics. One crucial aspect of Elasticsearch is the concept of updates, which allows users to modify existing documents or add new ones. In this article, we’ll delve into the world of full updates versus partial updates in Elasticsearch.

When performing a replace operation in Elasticsearch, you should use the `update` method to update an existing document or the `partial_update` method to perform a partial replacement on a document.

The Index API retrieves a complete document, applies desired changes, and then re-indexes the modified content. Using the replace API, you simply transmit the specific fields that require updating, rather than the entire document. Despite this approach leading to the document’s reindexing, it effectively reduces the amount of data transmitted over the network. The Replace API proves especially useful when dealing with enormous document dimensions where transmitting the entire document across networks can be a time-consuming process.

Let’s analyze the text in a different style as a professional editor:

Index API and Replace API: Utilizing Python Code

The efficient bulk update of documents within your Elasticsearch cluster using the powerful Index API.

The Elasticsearch index API necessitates two distinct queries, potentially resulting in reduced performance and increased cluster load due to the need for multiple requests.

Elasticsearch provides a powerful feature called update_by_query that enables partial updates to documents using the replace API. This functionality allows developers to perform atomic updates on specific fields within a document, without affecting other parts of the document.

Partial updates are performed internally, utilizing commas; however, they have been optimized to necessitate a solitary community name for enhanced efficiency.

To update the view count reliably, you must leverage the Replace API in Elasticsearch; however, the Replace API cannot be utilized solely to increment the view count based on its previous value. This is because the previous view relies on setting the new view rely’s value.

What’s the best way to leverage Painless and streamline our scripting tasks?

Elasticsearch provides a powerful mechanism for updating partial documents through its Painless scripting functionality. This feature enables you to execute custom JavaScript-like scripts directly on the search index without having to retrieve and update entire documents.

“`javascript
GET /myindex/_update/{id}
{
“script” : {
“source”: “””
ctx._source.field1 = ‘new value’;
ctx._source.field2 += ‘ updated’;
“””,
“lang”: “painless”
}
}
“`

Is a scripting language specifically designed for Elasticsearch, enabling users to perform complex operations such as question and aggregation calculations, advanced conditionals, data transformations, and more. Painstakingly, Painless enables the use of scripts in replace queries to seamlessly switch between paperwork, leveraging advanced logic for precise and efficient document management.

Using a Painless script, we execute a replacement in a single API name while updating the new view count by incrementing it based on the value of the old view count.

The Painless script appears straightforward, incrementing the view reliance by one for each document.

You can update a nested object in Elasticsearch by using the `update` API and specifying the path to the nested object you want to update. For example:

GET /myindex/_doc/1
{
“name”: “John”,
“address”: {
“street”: “123 Main St”,
“city”: “Anytown”
}
}

PUT /myindex/_update/1
{
“script”: “ctx._source.address.street = ‘456 Elm St'”,
“upsert”: true
}

This will update the street address of the nested object to “456 Elm St”.

In Elasticsearch, nested documents enable the efficient indexing of arrays of objects as separate sub-documents within a single parent document. Nested objects are particularly useful when dealing with complex data structures that organically adopt a hierarchical form, such as objects contained within other objects. While Elasticsearch typically flattens arrays of objects in a document, using the nested data type enables each object within the array to be indexed and queried individually.

Pain-free scripts will be utilized to seamlessly update nested objects within Elasticsearch.

As your organization grows, you’ll inevitably encounter data that doesn’t fit neatly into existing categories. This is where Elasticsearch’s dynamic mapping capabilities come into play – allowing for seamless integration of novel data types without requiring any pre-existing knowledge of their structure.

To begin, navigate to the index you’d like to add this new area to and click on “Settings” in the top right corner.

Once there, you’ll see a variety of settings that control how your index behaves – from mapping type to refresh interval. The key setting here is “Dynamic Mapping” which can be enabled or disabled depending on your needs.

SKIP

Including a brand-new area to a document in Elasticsearch can be accomplished through an index operation.

You can partially replace an existing document with a new section using the Replace API. With dynamic mapping enabled on the index, creating a brand-new area becomes effortlessly straightforward. When indexing a document containing that field in Elasticsearch, the platform will automatically detect the appropriate data type and incorporate it into the mapping, effectively adding the new field to the existing schema.

Without dynamic mapping on the index disabled, you’ll need to leverage the replace mapping API instead. Here is the rewritten text in a different style:

To illustrate how you can revamp the index mapping, consider adding a “class” field to the films index.

Elasticsearch’s ability to scale seamlessly is made possible by its distributed architecture, where nodes communicate with each other to manage indexing, searching, and data retrieval. Underneath the hood, this is achieved through a sophisticated system of shards, replicas, and segments.

When you index a document in Elasticsearch, it gets split into multiple segments based on the size and complexity of the data. Each segment is then stored as a separate file within an underlying directory structure, allowing for efficient querying and retrieval. As your data grows, you can add more nodes to your cluster, which will automatically distribute the load and ensure that all your data remains accessible.

The shard-based architecture enables Elasticsearch’s remarkable scalability, allowing it to handle massive amounts of data with ease. Each node in the cluster is responsible for a portion of the total shards, ensuring that no single point of failure exists.

While the code itself may appear straightforward, Elasticsearch undergoes significant computational efforts to ensure seamless updates, leveraging its proprietary approach of storing data in immutable segments. Since updates cannot be performed in place on a document in Elasticsearch, The single most effective way to perform a replacement, regardless of the API employed, is to

Elasticsearch relies on Apache Lucene as its core search engine technology beneath the surface. The primary components that comprise a Lucene index are multiple segments. A section is a discrete, non-modifiable building block of indexing that encapsulates a specific segment of the overarching index. As paperwork is updated or added, newly generated Lucene segments come into existence, while older documents are flagged for gradual removal. As documents are updated and new ones are created, it’s not uncommon for various sections to build up over time. Lucene’s indexing process optimizes performance by periodically merging smaller segments into larger ones.

Elasticsearch updates are equivalent to upserts, which insert new documents if they do not exist and update existing ones if they do.

Given that every replacement operation is equivalent to a series of insertions and deletions, all updates can be viewed as combinations of these two fundamental operations, effectively making them “inserts” with carefully controlled “deletes”.

The treatment of inserts and replacements carries inherent cost considerations. On one hand, the gradual elimination of outdated knowledge indicates a prolonged retention of obsolete information, thereby expanding storage and indexing complexity over time. The repeated execution of operations such as gentle deletes, reindexing, and rubbish assortment consumes significant CPU resources, with the strain amplified when performed across all replicas.

As your product evolves and its complexity increases, so too do the challenges of keeping up with updates that reflect these changes. To ensure Elasticsearch remains performant, it is crucial to regularly update and fine-tune settings such as analyzers and tokenizers across your cluster, typically necessitating a reindexing of the entire cluster. When implementing manufacturing functions, it may necessitate establishing an entirely new architecture and subsequently relocating all relevant data across. Migrating clusters is a time-consuming and error-prone process that should not be undertaken lightly.

Updates in Elasticsearch

Beneath its façade of simplicity, Elasticsearch’s replace operations conceal a complex tapestry of underlying machinery that demands precise calibration to ensure optimal performance and reliability. In Elasticsearch, replacing a single term in a document is equivalent to inserting the new text, necessitating the recreation of the entire document and subsequent reindexing process? As functions experience rapid updates, the costs can escalate quickly, a scenario exemplified by Netflix’s instance where millions of updates occur every minute. To optimize performance, consider implementing batch updates using the bulk API, which reduces latency for your workload, and offers various options when dealing with frequent updates in Elasticsearch.

Rockset, a cloud-based search and analytics database, offers a flexible alternative to Elasticsearch. Built around a key-value architecture, Rockset gained fame for its ability to facilitate in-place updates of paper trails. This approach updates the value of specific field types within a document, rather than reindexing the entire document fairly. For update-heavy workloads that require the high efficiency of Elasticsearch and Rockset, consider starting with a credit of just $300.

AWS Graviton4 Cloud Processors Are Now Usually Out there

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Amazon’s Elastic Compute Cloud (EC2) R8g instances featuring high-performance Graviton4 chips, available in preview since then, are now generally available for all AWS users to utilize. AWS claims to have focused on power effectiveness during the development of Graviton4, with a dual emphasis on both energy and efficiency?

Racing cases may be accessible within the United States. East (N. Virginia), U.S. East (Ohio), U.S. The West Coast of Oregon, in the United States, and Frankfurt, a city in Europe, are two distinct Amazon Web Services (AWS) regions.

What’s driving the need for heterogeneous computing in the cloud?

AWS provides graviton-powered Amazon EC2 instances that offer scalable and secure infrastructure for servers and data centers. According to AWS, the Graviton4 processor achieves up to 30% greater efficiency compared to Amazon EC2 R7g instances based on Graviton3. Graviton4 processors excel in handling workloads that necessitate substantial amounts of memory, such as high-performance databases, in-memory caching, and real-time big data analytics.

When selecting a processor for running cloud workloads on an Amazon EC2 instance, you’re likely considering the trade-offs between Intel and AMD’s x86 architectures versus the Graviton family.

Graviton4 delivers up to 25% better performance and 40% better energy efficiency compared to current x86-based instances on Amazon EC2 R8g cases.

Amazon reports that R8g devices equipped with the advanced Graviton4 processor demonstrate enhanced performance compared to their R7g counterparts utilising Graviton3 in several distinct ways.

  • Up to a 30 percent boost in efficiency for internet-related tasks.
  • Achieve up to 40% enhanced database performance and efficiency.
  • Achieve up to a 45% speed boost for massive Java functions.
  • With the potential to boost processing power by up to three times, that’s equivalent to an astonishing 48 high-performance digital CPUs.
  • The new model boasts an impressive storage capacity, with a substantial increase of three times the original’s reminiscence, now reaching a massive 1.5 terabytes.
  • 75% extra reminiscence bandwidth.
  • Compared to R7G cases, this processor boasts a substantial 2x increase in L2 cache.
  • Compared to a community bandwidth of just 30 Gbps, this increased capacity offers up to a staggering 66% more bandwidth – a massive 50 Gbps.
  • Compared to 20 Gbps EBS, the new solution offers up to a significant 100% increase in bandwidth capacity, boasting an impressive 40 Gbps EBS.
Images of Graviton4 (right) and Graviton3 (left).
Graviton4 (proper) and Graviton3 (left). Picture: AWS

Racing cases reap the rewards of offloading CPU virtualization, storage, and networking tasks, leading to increased efficiency and enhanced safety. Red Hat OpenShift (RHO) cases can seamlessly host functions written in various programming languages, alongside Linux-based workloads.

The Graviton series is introducing its first-ever two naked metallic case options: Metal-24XL and Metal-48XL, available in R8G casing.

What drives Graviton4’s pursuit of enhanced energy efficiency?

Amazon Web Services claims its Graviton4 is likely the most “environmentally friendly and powerful processor we’ve ever designed,” according to a press release. AWS optimizes the efficiency of memory-hungry workloads on EC2 by leveraging hardware and software dedicated to offload tasks like CPU virtualization, storage, and networking.

Are you considering leveraging Amazon EC2’s latest instance type, R8g, to power your e-commerce empire or other demanding online applications?

Organizations seeking to host high-performance workloads on the cloud have various options beyond just chip selection. Amazon’s EC2 cloud computing services competes with other infrastructure-as-a-service providers, including:

Amazon’s cloud computing offerings can also apply to varying scales of workloads.

When to belief an AI mannequin | MIT Information

To mitigate potential inaccuracies in machine learning predictions, researchers often employ techniques that enable models to provide uncertainty quantification, thereby informing users about the reliability of their outcomes. In high-stakes environments, the judicious application of AI-driven fashioning techniques assumes paramount importance, particularly when utilised to aid diagnosis in medical images or sift through job applications.

If a mannequin’s uncertainty quantifications are to be of any use, they must be accurate. The accuracy of the mannequin’s prediction is directly correlated with the frequency of its correct assessments: if a mannequin claims that a medical image shows a pleural effusion at 49% confidence, it is likely accurate in this judgment approximately 49% of the time.

Researchers at MIT unveil a groundbreaking approach to refine uncertainty estimates in machine-learning models. Their methodology not only produces more accurate uncertainty estimates than other methods, but also achieves this with greater efficiency.

Given that the method is scalable, it can be applied to increasingly large deep learning models being used in healthcare and other high-stakes environments, thereby opening up new possibilities for their deployment.

The new transparency-based system empowers end-users, many without prior machine learning expertise, with access to substantial amounts of data, enabling them to objectively evaluate a model’s predictive accuracy and make informed decisions about deployment for specific tasks.

The assumption that these fashions perform exceptionally well in certain scenarios and will therefore also excel in others is a common yet flawed one. According to lead researcher Nathan Ng, a University of Toronto graduate student and MIT visiting scholar, it is crucial to refine this type of work that aims to better align the uncertainty inherent in these fashions with human perceptions of uncertainty.

Ng wrote the paper with Roger Grosse, an assistant professor in computer science at the University of Toronto; and senior author Marzyeh Ghassemi, a professor in the Department of Electrical Engineering and Computer Science and a member of the Institute of Medical Engineering and the Laboratory for Data and Decision Programs. The analysis is set to debut at the Global Conference on Artificial Intelligence.

Uncertainty quantification methods typically rely on intricate statistical computations that struggle to accommodate machine learning models featuring tens of millions of parameters, hindering their scalability. These tactics further necessitate consumers to form hypotheses about the model’s architecture and data utilised for its training.

MIT researchers employed an unconventional approach. Utilizing the minimal description size principle (MDL), a methodology that eschews assumptions, thereby enhancing the accuracy of its predictions without being constrained by the limitations inherent in alternative approaches. MDL is employed to quantify and calibrate uncertainty more accurately for examining factors that the model has been tasked to evaluate.

The researchers developed a method, dubbed IF-COMP, which enables MDL to be efficiently applied across various large-scale deep-learning models commonly used in real-world settings.

MDL encompasses considering all feasible labels a model may assign to a test instance. As the number of similar labels increases, the confidence in the chosen label should diminish proportionally.

“One approach to gauge the confidence of a model is to provide it with counterfactual data and observe how willing it is to revise its assessment.”

What would a radiologist make of a diagnosis rendered by a mere mannequin? If the researchers inform the mannequin that the picture reveals an edema, prompting it to reassess its initial diagnosis, then the mannequin’s confidence in its original conclusion should wane significantly.

When utilizing MDL with a mannequin, it’s crucial that the model provides a concise explanation for any datapoint it confidently labels as such. With uncertainty surrounding its definition stemming from varied purposes, it employs an expansive coding system to harness these diverse possibilities?

Stochastic knowledge complexity refers to the amount of coding utilized to categorize a dataset point? When asked whether it’s ready to modify its perception in response to contradictory data points, the mannequin’s confidence should directly impact the stochastic complexity of its knowledge if it is certain.

While using MDL to test every datapoint could provide a comprehensive analysis, the sheer computational requirements would, in fact, be limitless.

Researchers utilised IF-COMP to develop an approximation method capable of accurately estimating stochastic knowledge complexity via a specific performance metric, commonly referred to as an affect function. Employing a novel statistical approach called temperature-scaling, they refined the calibration accuracy of the mannequin’s outputs. The combination of affective features and temperature-scaling enables accurate approximations of stochastic knowledge complexity.

Ultimately, IF-COMP can successfully generate accurate and calibrated uncertainty estimates that faithfully reflect a mannequin’s underlying confidence levels. The proposed algorithm can effectively identify instances where a mannequin’s understanding of specific data points is inaccurate, as well as isolate knowledge factors that deviate from expected norms.

Researchers investigated their system’s performance across three tasks and found that it outperformed other approaches in terms of speed and accuracy.

While ensuring model calibration is crucial, it’s vital to acknowledge the necessity of detecting anomalies in predictions and questioning their validity. As machine learning applications increasingly rely on vast amounts of unchecked data, auditing tools have become a crucial necessity to ensure the integrity and reliability of models intended for human-centric use cases, notes Ghassemi.

Because IF-COMP is model-agnostic, it likely provides accurate uncertainty quantifications for numerous types of machine-learning models. This could enable it to be deployed in a broader range of real-world settings, ultimately helping more practitioners make better decisions.

“Folks have a right to understand the limitations of these methods – they’re inherently flawed and prone to creating problems on the fly.” While a mannequin may seem supremely confident, numerous other concerns are likely to arise when confronted with contradictory evidence, notes Ng.

Researchers eagerly anticipate applying their methodology to large-scale language models, exploring various practical applications of the minimum description length principle. 

ADU 1339: Can I carry a drone on a cruise with out it getting confiscated?

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Today’s episode explores the world of drone travel on cruises and offers valuable insights for pilots on how to avoid having their equipment seized. What’s the status of your drone after confiscation? Do you know what regulations apply to flying drones on cruises?

Thanks for the query, Craig. While discussions about traveling with drones have circulated publicly through forums and podcasts, including our own program exploring aerial photography during flights, there is also a specific area of study focused on pilots who accompany a drone on a cruise. Professional drone pilots face a daunting prospect: having their equipment confiscated without notice. In this episode, we delve into the options available to pilots looking to safeguard their drones during cruise control.

What are the fundamental principles and regulatory frameworks that apply to cruises, and how do passengers relinquish certain essential rights by signing the dotted lines on cruise contracts? Cruise contracts’ nuanced language enables maritime authorities to navigate disputes uniquely, diverging from terrestrial legal frameworks; consequently, decisions made by these authorities tend to be conclusively binding for all passengers involved. Previous cruise-related incidents are examined, with a focus on crucial factors to consider for travelers and strategies for pilots to avoid having their equipment seized, including potential consequences and available options in case of confiscation?

Explore the thrill of cruising with your drone companions and discover expert tips on minimizing potential pitfalls?

What You Need to Know About Obtaining Drone Certifications

Make certain you secure yourself properly!

Get your questions answered: .

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Timestamps

Will drone-carrying cruises revolutionize personal aviation and redefine luxury travel?
How do the legal guidelines of the US differ from the T&C signed by you
Criminal activity on cruise ships: a growing concern?

Aboard the high-seas playgrounds, where the sun always shines and the drinks flow freely, thieves lurk in the shadows, preying on unsuspecting passengers. The once-romantic notion of setting sail for a weeklong vacation has been marred by the harsh reality of crime on cruise ships.

Statistics reveal that the incidence of theft and other criminal activities is on the rise, with some reports suggesting that up to 70% of all reported crimes occur at sea. What’s more, victims often find themselves in unfamiliar waters, far from home, with little access to law enforcement or support services.

While the cruise industry has taken steps to increase security measures, including installing surveillance cameras and implementing strict baggage-check procedures, incidents continue to plague these floating resorts.

So, what’s the solution? Can you truly trust that your valuables are safe on a cruise ship?
While cruising, ensure you comply with maritime and international regulations by registering your drone with the Federal Aviation Administration (FAA) before boarding, and obtain any necessary permits or approvals from the ship’s captain or harbor master. Additionally, be aware of local laws regarding aerial photography and videography, as these may differ between countries. Always follow established guidelines for drone usage around ships and ports to avoid confiscation.
While embarking on a luxurious cruise experience, several vital elements necessitate meticulous consideration to ensure a seamless and enjoyable voyage.

* Travel documents: Confirm the validity of your passport, visa (if required), and any necessary travel insurance.
* Cruise line policies: Familiarize yourself with the cruise line’s baggage restrictions, dining options, and dress codes.
* Packing essentials: Don’t forget to bring essential items like a power bank, sunscreen, comfortable shoes, and a water bottle.
* Pre-cruise planning: Research the itinerary, port stops, and on-board activities to maximize your time onboard.
* Health and wellness: Consult your doctor if you have any medical concerns or require specific accommodations.
To avoid having your equipment confiscated at various locations, consider implementing a centralized inventory management system and labeling each tool with its designated use, ensuring that it is properly stored when not in use.

Chinese language humanoid takes on the Nice Wall in new video

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Recently, humanoid robots have accomplished a remarkable array of impressive feats, including, for instance, walking on two legs, recognizing faces, and even performing surgeries. Now, thanks to a groundbreaking video released by China-based Robotic Period, the list of achievements is expanding rapidly with the addition of “conquering a world monument” as its latest milestone. However wait. Is that duct tape?

The video, released this week, has already generated significant buzz for its demonstration of XBot-L, a humanoid robot claimed by the company to be the first to successfully scale the Great Wall of China. Given the rarity of humanoids venturing off beaten paths, that claim may well hold true?

While it may not match the XBot-L’s speed or agility, this robot still demonstrates impressive stability as it navigates closely along familiar walls, successfully navigating rough pavement and irregular terrain with ease. The robot effortlessly navigates staircases and, upon reaching the guard towers, breaks into a series of fluid tai chi movements. The XBot-L’s true value lies not only in its ability to tackle the uneven terrain on the Great Wall, but also in its capacity to successfully traverse the poorly lit guard towers, where inadequate light could hinder other robots’ progress, highlighting its exceptional navigation capabilities. The company credits its success to its proprietary Reinforcement Learning technology.

Perceptive RL algorithms empower robots to develop robust perceptual and decision-making abilities in uncharted terrain, said Yue Xi, co-founder of Robotic Period, highlighting the technology’s potential to enhance robotic performance in unpredictable environments. “The robotic can adapt to complex highway scenarios, adjusting its pace accordingly.”

Meet Xbot-L, a pioneering humanoid robot designed to conquer China’s iconic Great Wall of China.

While the humanoid’s advanced navigation and balance capabilities are prominently displayed in the video, a notable detail is the presence of duct tape wrapped around its torso. Perhaps that’s where the tourists’ tired eyes would rest momentarily on the towering concrete blocks as they hurriedly snapped selfies and gazed out at the expanse, their thoughts already drifting back to the beach or the plane ride home. Or maybe XBot-L had imbibed one too many Tsingtao beers the previous evening, which led to its slightly unsteady approach. While uncertainty prevails, it’s still satisfying to observe the need for researchers to occasionally transition their innovations from laboratory settings to real-world applications.

Although the achievements are limited, there is still much to appreciate about humanoid robotic development, which has been further advanced through the innovative efforts of Robotic Period, a firm incubated by the Institute of Cross-disciplinary Data Sciences at Tsinghua University in Beijing. Displaying a humanoid entity at the globe’s most iconic landmarks won’t be uniquely innovative, yet also facilitates the world’s gradual acceptance of such sightings in a normalized context.

As humanoid robots start to integrate into society, it’s crucial to ponder whether the value of accessing popular tourist attractions could significantly vary between humans and these artificial beings. Will Disney ever host a “bring-your-humanoid-to-the-park-for-free” event? Would you challenge adventurers to scale the Eiffel Tower’s iconic iron latticework for a complimentary pass, sparing them the elevator ride and offering an unparalleled view from the summit? Makes you assume. Makes. You. Suppose.

Supply:

India clings to low cost characteristic telephones as manufacturers battle to faucet new smartphone patrons

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As India’s second-largest smartphone market after China, the country is facing a challenge in attracting new customers, with many individuals finding it difficult to purchase a brand-new smartphone due to affordability concerns.

In place of upgrading to a brand-new smartphone, millions of Indian consumers prefer to stick with their existing feature phones or opt for a mid-range upgrade. Despite the age and limited capabilities of feature phones, they have driven progress in domestic telephone shipments, offering basic functionality that meets everyday computing needs for the average consumer.

According to a recent report by market analysis firm Counterpoint, Indian smartphone shipments showed a notable 10% year-over-year growth last year, marking a significant recovery from the 31% decline seen in 2022. As consumers increasingly hesitate to upgrade their existing smartphones.

In India, the share of 4G feature phone shipments surged to 25% in 2023, up from 9% in 2022, making it a quarter of the overall characteristic telephone market. Notwithstanding their outdated technology, 2G feature phones still hold a dominant 75% market share in India, according to Counterpoint’s statistics.

Feature phone growth in India
TechCrunch / Counterpoint

Reliance Jio, India’s leading telecom operator, dominates the 4G feature phone market with a 27% share, followed closely by Transsion Holdings’ Itel brand and Indian manufacturer Lava, which hold 24% and 18%, respectively, according to Counterpoint research. The telecommunications provider offers a diverse range of options within its sector, including customised tariff plans and access to digital services such as the country’s real-time payment system, Unified Payments Interface, and popular apps like JioCinema, JioTV, and WhatsApp, designed to attract a large audience.

According to Tarun Pathak, analysis director for units and ecosystems at Counterpoint, Jio’s 4G feature phones have somewhat impeded Indian smartphone adoption, as customers can now access basic apps on these devices.

JIO targeting a 5G-enabled phone to capitalise on the growth?

Jio, poised to capitalize on its dominance in subscriber numbers and revenue, is discreetly developing a 5G-capable phone as manufacturers grapple with the challenge of enticing first-time smartphone buyers in the South Asian market, it has been learned exclusively by TechCrunch?

The Indian telecommunications giant, a subsidiary of Reliance Industries, has been championing innovative feature phones since the early days and continues to do so, taking a significant leap forward in 2021. The company’s initial foray into smartphones was hampered by a price tag that outweighed its modest technical specifications, ultimately failing to generate significant interest or traction. Now, Reliance Jio views affordable feature phones as its most potent tool for widespread mobile penetration in India.

Jio’s upcoming 5G feature phone is set to run on Linux-based operating system KaiOS, the same software that currently powers Jio’s existing feature phone lineup. Contract producers Dixon Technologies and Nuralink are currently prototyping the handset, according to sources.

Reliance’s upcoming annual general meeting, slated for August, may witness the introduction of a new telephone feature, insiders suggest, but its widespread availability remains uncertain, pending further development. The pricing of Jio’s telephone remains a mystery to unravel.

Sources familiar with the matter have revealed to TechCrunch that India’s Jio Platforms, a subsidiary of Reliance Industries, is engaged in initial discussions with Qualcomm regarding the development of its first 5G-enabled smartphone. While the discussion around improving the system is ongoing, various chipmakers may still be involved in the overall project.

Qualcomm has refuted any involvement in talks with Jio, dismissing the notion upon inquiry by TechCrunch this week. A Reliance Industries representative chose not to provide a statement.

Jio is poised to unveil its latest additions: a 5G Android tablet and smartphone, slated for release this year, according to two sources familiar with the company’s plans.

Neither Dixon Applied Sciences nor Neolync responded to inquiries for comment.

Until now, Reliance Jio has offered a range of 4G-enabled devices, including its first Android-based smartphone. Despite this, the telco aims to expand its 5G device offerings with a goal of increasing telecom revenue streams and exploring opportunities for 5G connectivity monetization. Indian telecom operators Jio, alongside competitors Airtel and Vi, are intensifying efforts to boost subscription revenues domestically. The company can potentially list itself as a public entity on India’s major stock exchanges within the next year, with an estimated valuation of $112 billion.

Jio’s transformative telecom odyssey has been marked by milestones of innovation and disruption. Since its inception in 2016, Jio has revolutionized the Indian telecommunications landscape with its game-changing strategy of offering affordable, high-speed data services to the masses.

In August 2017, Reliance Jio introduced its initial 4G feature phone, built primarily on the KaiOS platform. Following its inception, the JioPhone quickly gained traction. The Candy Bar telephone subsequently received support for a wide range of popular apps, including Facebook, WhatsApp, and YouTube, thereby enhancing its usability.

JioPhone
Jio

In 2018, Reliance Jio introduced its cutting-edge feature phone, boasting a pioneering QWERTY keyboard design. Despite the JioPhone’s initial success being attributed to its limited availability and unique appeal, the subsequent release couldn’t replicate this outcome.

In the final year, the telecommunications company introduced a new $12 feature phone lineup in an effort to re-establish its foothold in the feature phone market. The revised text is:

JioPhone has been updated with a revamped version, dubbed. The introduction of cutting-edge fashion trends significantly contributed to the growth of the Indian market for 4G-enabled smartphones.

Despite smartphone penetration rates in India exceeding 50%, a staggering proportion of the population remains hesitant to upgrade their devices.

In a significant milestone, India’s smartphone market witnessed its third successive quarter of growth in shipments, with a total of 34 million smartphones shipped during the period, according to data from IDC. Notwithstanding, the super-premium segment (above $800) saw the most significant 44% increase, with its market share rising to 7%, outpacing other segments. The Samsung Galaxy S24 and S23 series were heavily influenced by the latest and greatest iPhone trends of their time.

According to IDC, the proportion of entry-level smartphones priced below $100, commonly referred to as the sub-$100 segment, experienced a notable decline of 14% year-over-year, dropping to 15% of the Indian market share from 20% in the previous year. By 2020, Huawei had captured a significant 26% share of the global smartphone market, while by 2021, its market presence had slightly decreased to 20%.

Industry analysts posit that a primary factor driving the precipitous drop in entry-level smartphone shipments stems from the hesitation of traditional feature phone users to migrate to affordable smartphones.

According to Navkendar Singh, affiliate VP for units analysis at IDC, roughly 350 million people in India still rely on feature phones, with half of those devices being priced under $18. “Due to financial constraints, many people are opting for more basic phones as an alternative to smartphones.”

According to Singh, India’s smartphone penetration has plateaued below 50% over the past few years, despite a modest uptick in shipments following the COVID-19 pandemic.

“The shift from traditional landlines to smartphones poses a significant hurdle for certain consumers,” noted Counterpoint’s Pathak, citing older adults, low-income households, and blue-collar workers as demographics that are struggling to adapt to this change in India.

“The disparity in pricing between smartphones and feature phones remains significant enough to deter customers from switching to smartphones.”

According to market research, the average selling price of smartphones in India is approximately $255, as reported by IDC. The company saw a remarkable growth of more than 54%, increasing its revenue to $257 from just $165 in 2020. The average selling price (ASP) of a smartphone in India stands at approximately 31% lower than the $826 seen in the US market.

TechCrunch / IDC

Despite this, tens of millions of people still struggle to buy a smartphone in India due to their limited financial resources.

While India boasts some of the most affordable smartphones globally, when measured against consumers’ purchasing power, the price tag is surprisingly high, rivaling that of even the United States.

According to a report by the Indian Council for Research on International Economic Relations and Prosus, “U.OKAY.”

Mobile device producers offer financing options to attract customers. Despite this, Singh told TechCrunch that the transfer has primarily benefited existing smartphone users by allowing them to upgrade their models.

10 extremely helpful YouTube TV suggestions and methods

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Key Takeaways

  • With YouTube TV, you get unlimited cloud DVR storage, allowing you to record and store as many shows as you want without running out of space. This digital voice recorder allows you to store audio files for up to nine months.
  • You can even retail your favorite sports teams and leagues to access limitless sports recordings.
  • Your options for enhancing the YouTube TV experience include: You’ve rounded up the top options that you absolutely must pursue?



Among the numerous streaming providers available, YouTube TV stands out as a top choice for its comprehensive offerings and user-friendly interface. As it offers a plethora of channels and virtually unlimited DVR storage, there’s plenty to appreciate about its contribution to the streaming landscape.

Despite initial expectations, there are actually more perks to YouTube TV than one might initially anticipate. By exploring additional features, you’ll maximize your investment in YouTube TV and elevate your viewing experience to new heights.

YoutubeTV-1
YouTube TV

Don’t stress about working from home without a dedicated workspace.

YouTube TV adding the movie Tenet to the library option

The one glaring drawback of the cable system was the perpetual anxiety surrounding recording conflicts on our DVR. Whether a lack of storage space in the digital video recorder (DVR) is forcing you to delete episodes of your favorite shows or overwrite recordings of beloved movies, this common issue can quickly become a frustrating problem.


YouTube TV’s robust library capabilities allow you to seamlessly add your favorite shows and movies to your personalized library, which is automatically populated with recorded content without any manual intervention. The concept of a perfect half is virtually limitless in its possibilities. You can easily file an unlimited number of exhibits or films without any concerns about deleting essential information or running out of space during an episode, ensuring seamless collaboration and organization.

Adding exhibits or films to your library on YouTube TV is a seamless process that requires merely clicking the “+” icon within the platform’s intuitive interface.

While there’s no property restriction, a rigorous nine-month timeframe applies. After nine months, exhibits and films may be automatically removed from your digital library. Notwithstanding, if a film or presentation re-airs within that timeframe, YouTube TV will automatically reset the countdown clock to reflect the most recent broadcast.


Easily adding exhibits or films to your library on YouTube TV requires simply clicking the “+Add” button within the platform’s intuitive interface. The clip may be selected from the progress bar of a film or presentation, or from a larger description of the present or film.

Looking to discover something fresh on your favorite streaming platforms? You may attempt YouTube TV with a free trial, but the terms vary depending on certain factors.

Staying active and enjoying your favorite sports has never been more convenient.

YouTube TV NBA logo on a screen.

In addition to showcasing films and exhibits, consider integrating your favorite sports teams into your digital library to effortlessly organize all games. You’re also positioned to incorporate entire sports leagues into your library, enabling you to track each and every sport within any given league?

Despite the nine-month time limit on recorded sports activities videos, there is no restriction on the number of games that can be captured without any limitations. The practice of overwhelming one’s DVR with an entire season’s worth of soccer video games is a relic of the past.


To simultaneously watch multiple broadcasts or video games on a single TV, consider leveraging the multiview feature available through YouTube TV. This is how.

Because you possess a library for one sport doesn’t necessarily mean you’re at risk of losing it?

youtube TV Pause your subscription settings page.

For many viewers, YouTube TV provides an easy and affordable way to stay current with their favorite sports without the hassle or expense of traditional cable and equipment setup. Despite its benefits, YouTube TV can still be an expensive proposition if you’re only using it for a few months out of the year. While YouTube TV may not be the most affordable option at $73 per month,

You won’t have to sacrifice your entire music library by cancelling your subscription, as most services allow you to keep the content you’ve already downloaded or streamed. Fortunately, there’s a simple solution that can help you save a significant amount of money and preserve your library for the future. Rather than canceling your subscription, you’ll have the option to temporarily suspend your YouTube TV subscription for up to six months. While your subscription remains paused, you’ll avoid any charges and retain access to your entire library until the plan resumes.


Pausing your YouTube TV membership is a straightforward solution that can save you over $100 in the long run.

  1. Visit the official YouTube TV website at youtube.tv for seamless access to your favorite streaming content.
  2. To access your Google account settings, simply click on the circular profile picture located in the top right corner of the Google homepage, then select “Settings” from the dropdown menu.
  3. Click on the tab.
  4. Choose
  5. Please select a preferred pause duration for your subscription: 1 month, 3 months, or 6 months?

As soon as you pause your subscription, you won’t be charged until the date you selected for reactivation? To cancel your subscription at any time, simply navigate to the same menu where you initially paused it and follow the prompts to complete the process.

As live sports broadcasting continues to converge with digital platforms, several streaming providers have emerged as premier destinations for fans of diverse sporting disciplines.

Don’t let your DVR’s recording habits ruin the surprise of your favorite video games.

YouTube TV with the NHL pulled up.

YouTube / Pocket-lint


Is there anything more frustrating than eagerly anticipating a highly anticipated sporting event, meticulously avoiding any potential spoilers throughout the day, only to return home and have your television reveal the final score before you’ve had a chance to even watch it? Fortunately, YouTube TV offers a built-in solution to address this specific issue directly.

On YouTube TV, users can access real-time sports information by navigating to a desired league or team, subsequently receiving updates on game scores and stats for all associated games within that league or the specific team’s schedule. Fortunately, doing both tasks is not overly burdensome.

In your device, locate the team or league you wish to conceal scores for, select it, and click “Cover all scores.” This way, you’ll no longer need to worry about having a game spoiled for you at the last minute. It’s unlikely you’d get a great deal on a new television at any price, let alone one that’s free.

Tired of the limitations of your current television experience? Transform your flat-screen into a seamless Amazon Fire TV experience with one of our top-rated streaming sticks.

Your channels are now easily accessible:

youtube-tv-channel-order


Despite your initial reasons for subscribing to YouTube TV, it’s likely that there are certain channels you habitually watch daily, while others remain largely unwatched and rarely switched to. What is the fundamental preoccupation of numerous broadcasting networks? Despite this, with YouTube TV, you’ll be able to conceal and forget about your less frequently watched channels.

While navigating the dwell channel info on YouTube TV, you’ll have various options to format the extensive list of available channels. You can select from a range of ordering options, including the default sequence, as well as alphabetical and reverse alphabetical arrangements. By utilizing this innovative feature, you’ll be empowered to prioritize your preferred listings, allowing the channels you rarely engage with to naturally fall at the end of your list. Sorting options are typically found at the top of the settings menu on your TV, or in the top-right corner of the settings menu on mobile devices.

Here’s everything you need to know about Plex, the customizable streaming service and media player that lets users organize their personal video, music, and photo libraries into a seamless entertainment experience.


Avoid tuning into the stations you’re certain you won’t bother with?

YouTube TV Channel order customization menu.

A genuinely engaging sales approach requires a human touch, after all. One thing an AI-driven system might struggle to grasp is the subtle nuances and subjective human emotions involved in creative work. In this pivotal spot, the “customized” sorting option plays a crucial role.

You may even choose to remove certain channels from your list so you’ll never see them again.

When selecting a preferred method for organizing your dwelling data, consider opting for “customized.” By doing so, you’ll also gain the ability to refine your channel listing, thereby allowing you to meticulously manage and tailor your channel categorization according to your specific needs and preferences. You may also choose to remove certain channels from your list, effectively blocking them from appearing again.


Pluto TV is a free streaming service that features curated content recommendations carefully crafted by humans. What aspects of this subject can one discover, and is it indeed worth studying?

What YouTube TV lacks in its ability to record shows, it makes up for in its vast channel lineup and live streaming capabilities.

YouTube TV on demand list of movies, shows, and more.

While YouTube TV’s primary focus is live television, its on-demand library is surprisingly vast and worth exploring. Users can access a range of on-demand movies and shows by visiting the service’s homepage or searching for specific titles to see if they’re available for streaming.

A vast library of films is available for digital purchase and rental.


Watching an on-demand film or presentation won’t truly replicate the experience of selecting something from your personal library. Regardless of what you choose to watch, expect unskippable commercial breaks scattered throughout. On top of the films included in your base subscription to YouTube TV, which come ad-free, you’ll also find a vast library of movies available for digital purchase or rent.

My TiVo best practices ensure that content remains organized and the remote control remains functional.

YouTube TV offers a range of optional add-ons tailored specifically to your viewing preferences.

YouTube TV Channel order customization menu.

YouTube TV offers an array of optional add-ons for subscribers to customize their viewing experience. These range from additional channels, premium networks, 4K viewing capabilities, and sports package subscriptions.


For some, these add-ons will remain untouched for a long time. While some users may overlook additional value in YouTube TV, others will uncover a truly valuable further layer through these optional features. To follow sports activities closely, consider subscribing to the NBA League Pass. For viewers seeking seamless access to high-end networks such as Starz and HBO, the option to add these premium providers as channels with on-demand content could be a valuable addition to YouTube TV.

Amazon’s latest advertising push threatens to unleash business chaos on streaming providers.

For enthusiasts who cannot afford to blink –

YouTube multiview in night mode.

YouTube 

As a devoted sports fan, you’ve probably found yourself in situations where multiple games are airing simultaneously, leaving you torn between your allegiances to specific teams or players. What do you do? As you repeatedly press the earlier channel button on your remote control over the span of several hours, it eventually becomes dislodged from its resting place in the device. Luckily, YouTube TV enables you to keep this personalized experience intact.


Rather than requiring tedious scrolling through your live TV guide to find another channel, simply hold down the “OK” or “Select” button on your TV remote control for a few seconds to return to the last channel you were watching. For viewers who don’t have access to this feature through a remote, the last channel they were viewing should always appear as their top recommendation below the progress bar for what they’re currently watching.

If four soccer video games are streaming simultaneously, you can multitask by having all of them on screen at the same time, allowing you to prioritize audio commentary for the game you’re most interested in watching.


With the ability to switch between channels, you’ll have access to a split-screen view. YouTube TV offers simultaneous viewing of multiple feeds during live sports events and select channel offerings, allowing users to choose which feed they’d like to enjoy with live audio. With four soccer video games airing simultaneously at night, you can effortlessly display all of them on screen while optimizing the audio for the one that piques your interest the most. To ensure you never miss a moment of real-time action, these features are designed to keep you fully informed and up-to-date with everything that’s happening.

From a vision of “1,000 songs in your pocket,” Apple’s iPod has evolved into a technological marvel that now puts 100 million songs at our digital fingertips.

An effortless operation inherited from YouTube.

YouTube Statistics in code on a gradient pink orange and yellow screen.

YouTube’s struggle to compete stems largely from its tardiness in developing a reliable online viewing experience, having initially enjoyed a significant head start in the game. Although YouTube TV inherits some of YouTube’s DNA, one feature you wouldn’t have expected to find is the Stats for Nerds button operating in harmony with its digital television service.


The button provides a plethora of statistics, as advertised, regarding the broadcast currently being viewed. Despite being a feature that may not captivate every YouTube TV viewer’s attention, its existence is crucial for those who require this functionality.

While the era of complimentary testing periods has come to an end at Disney+, you can still obtain a free subscription through various means.

exhausting drive – Why does my exFAT exterior disk present errors on Home windows and corrupt PDF recordsdata after formatting on macOS?

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Utilizing my Mac, I partitioned an external hard drive as exFAT. diskutil and the next instructions:

  1. diskutil listing
  2. diskutil unmountDisk drive disk2
  3. I'll improve the text as a professional editor.

    sudo yes | pv -n 1000000 -s 100M > /dev/disk2

  4. `diskutil partitionDisk disk2 GPT APFS "Windows Partition" 0GB`

After partitioning, the output of diskutil listing is:

/dev/disk2 (Exterior, Physical): #:                       TYPE NAME                    SIZE       IDENTIFIER 0:      GUID_partition_scheme                        *251.0 GB   disk2 1:                        EFI EFI                     209.7 MB   disk2s1 2:       Microsoft Fundamental Information HDD                     250.8 GB   disk2s2 

After transferring numerous record files, including JPG and PDF formats, to an external drive and connecting it to a Windows machine, I received a warning message advising me that ignoring it could result in the disk opening with limited access, allowing me to view most records except for some initially high-quality PDFs on my Mac. Despite this, whenever I try to access these PDFs on Windows, they become corrupted, and reattaching the HDD to my Mac fails to allow me to open the files. The files appear to be grayed out within the list. Despite attempting to resolve the issue through Windows’ built-in scan and repair function, the problem persists.

I successfully adopted the same course with another disk without any issues. This former interior hard drive of my Mac, having been replaced, now seeks a new purpose as an external storage device. Files may become inaccessible due to a variety of reasons such as disk errors, corrupted file systems, or malware infections. In Windows, you might encounter an error message stating that the file is being used by another process or it’s currently in use by another application. This can occur when a file is open in a specific program and cannot be accessed until the program is closed.

I successfully employed Disk Utility, selected the “Verify All Devices” option, and securely formatted the primary external storage device. All files appear immediately when using the disk in Windows now; however, the “repair disk” error still persists. Despite attempting to repair the issue by pressing “repair,” the problem persists even after reconnecting the device.