Improved: Now More Accessible: Second-Generation FPGA-Powered Amazon EC2 Cases (F2)

Equipped with up to eight AMD Field-Programmable Gate Arrays (FPGAs), 192-core AMD EPYC (Milan) processors, High-Bandwidth Memory (HBM), up to 8 terabytes of SSD-based system storage, and up to 2 terabytes of memory, the F2 cases are available in two sizes and optimized for accelerating demanding workloads such as genomics, multimedia processing, big data, satellite communication, networking, silicon simulation, and live video applications.

Here’s how I refined the FPGA model following the initial implementation of FPGA-powered cases?

One fascinating route to a customized, hardware-based solution is the Discipline Programmable Gate Array (FPGA), which offers a unique approach to solving complex problems. Unlike a custom-designed chip tailored for a specific function and permanently configured to execute it, FPGAs possess greater adaptability. Once configured within its designated framework, the device can be activated by plugging it into a compatible PC board and connecting it to a power source. FPGAs are characterized by a limited number of embedded, yet programmable, logic gates. Programming an FPGA is essentially about crafting digital logic and memory structures, comprising basic gates like AND, OR, and XOR, alongside more complex elements such as flip-flops and shift registers. In stark contrast to CPUs, which rely on serial processing with occasional parallel components, FPGAs can be configured to execute multiple operations simultaneously, featuring flexible information pathways that accommodate operands of varying widths – from tiny to enormous.

Since its launch, AWS customers have leveraged F1 instances to host a diverse range of applications and businesses. With advanced FPGAs boasting increased processing power and memory bandwidth, the latest F2 series offers a superior platform for computationally demanding applications that can effectively leverage parallelization.

Each HBM VU47P FPGA features approximately 2.85 million system logic cells, coupled with 9,024 DSP slices, yielding a remarkable 28 trillion operations per second (TOPS) of DSP compute efficiency when processing INT8 data. The FPGA accelerator card accompanying each F2 event provides 16 GB of high-bandwidth memory and 64 GB of DDR4 memory per FPGA.

The F2 cases are powered by Milan-based third-generation processors. Compared to F1 cases, these high-performance solutions deliver up to three times more processor cores, at least double the system memory, NVMe storage, and community bandwidth – representing a significant amplification in processing power and data handling capabilities. Each FPGA is equipped with a generous 16 GB of High-Bandwidth Memory (HBM), boasting an impressive maximum bandwidth of up to 460 GB/s. Occasion sizes and specifications:

The high-end occasion enables the CDI to reliably transmit uncompressed live video between applications, boasting instance-to-instance latency as low as 8 milliseconds.

The Xilinx Vivado Design Suite incorporates the instruments that you’ll use to develop, simulate, debug, compile, and run your hardware-accelerated FPGA projects. You can deploy the equipment’s instances on a memory-optimized or compute-optimized instance type for enhanced performance and simulation purposes, followed by using an F2 instance type for further debugging and testing.

The developer equipment includes various tools that significantly enhance improvement paradigms, instrumentation, acceleration languages, and debugging options. Regardless of your approach, you will ultimately develop an Amazon Field-Programmable Gate Array (FPGA) image that combines your customised acceleration logic with a platform that integrates access to the FPGA memory, PCIe bus, interrupts, and external peripherals. You can deploy automated fault isolations (AFIs) to any number of feature flags (F2) cases, sharing them with various Amazon Web Services (AWS) accounts or publishing them on the AWS Marketplace for others to utilize.

Once you’ve developed a utility running on F1 cases, you’ll need to update your build configuration to leverage the latest AMD tools, recompile and test before migrating to F2 cases.

Effective workflows for handling demanding tasks rely heavily on the judicious application of F1 and F2 case formats to streamline operations.

AstraZeneca, a multinational pharmaceutical and biotechnology company, leveraged thousands of F1 cases to develop the world’s swiftest genomics pipeline, processing more than 400,000 whole genome samples within a mere two months. They will strive to develop F2 solutions that enhance efficiency while reducing costs, thereby accelerating disease discovery, analysis, and treatment.

Satellite TV providers are transitioning from inflexible and expensive physical infrastructure (modulators, demodulators, combiners, and splitters) to agile, software-defined solutions powered by field-programmable gate arrays (FPGAs). With the flexibility of FPGA-based DSP components, users can dynamically reconfigure the architecture to accommodate novel waveform designs and adapt to evolving requirements. Key F2 options provide up to eight times the processing power of previous generations, facilitating simultaneous analysis of complex waveforms across numerous FPGAs. Additionally, substantial network bandwidth and support for the Data Plane Development Kit (DPDK) enable parallel processing capabilities that can process large volumes of data efficiently.

Our ‘s SQL Processing Unit seamlessly integrates with industry-standard tools like Presto, Apache Spark, and other open-source query engines, enabling faster query processing and exceptional query throughput performance when running on F2 instances.

Several outstanding matters require your attention regarding F2 instances.

F2 tornadoes can already be identified in real-time within the US Eastern region, northward of where severe storms are expected to continue impacting the country. With data centers strategically located in the United States (Virginia) and Europe (London), AWS is poised to expand its global footprint, targeting additional regions for increased availability over time.

– F2 cases are Linux-only.

F2 cases can be found in various types, including familial, sporadic, X-linked, and mitochondrial kinds.

— ;