Vitis™ BLAS Library is a performance-optimized implementation of the standard Basic Linear Algebra Subroutines (BLAS), designed to bring you out-of-the-box acceleration on Xilinx platforms.
Xilinx Alveo U50 Accelerator Cards on the Nimbix Cloud and support for the Alveo U50 in its JARVICE™ XE datacenter software for on premise and hybrid cloud application deployments. Alveo U50 instance offers a broad range of accelerated applications including data analytics, AI inference, and image processing.
Rosetta is a set of realistic benchmarks for software programmable FPGAs.
This work presents an implementation to solve the 5-point relative pose problem accelerated on Field Programmable Gate Array (FPGA).
The TLS handshake hardware accelerator is a secure connection engine that can be used to offload the compute intensive Public Key operations (Diffie-Hellman, Signature Generation and Verification).
AMI for hardware-accelerated RSA 2048 bit key operations.
The FPGA developer kit supports Xilinx Vitis/Vivado 2019.2. Developers can upgrade to 2019.2 to benefit from the new features, bug fixes, and optimizations.
SLX FPGA helps to convert your C/C++ code into an FPGA more easily, faster and with higher performance.
rENIACNoSQL Data Engine leverages Xilinx®Alveo™ to speed up query acceleration and data access.
This repository hosts the source code used for the tutorial on CAOS, SDAccel and AWS F1 at ICCD 2017 on November 5th in Boston (MA).
This platform will deploy computationally intensive quantitative risk management mechanisms such as variance-covariance, MonteCarlo, and others to calculate various risk metrics such as VaR and ES, etc.
Acceleration of SHA256 on the AWS F1 instance using OpenCL.
In machine learning, data preprocessing is an integral step required to convert input data into a clean data set. This article covers the necessary preprocessing for two different neural networks: GoogleNet and Yolov2.
The Xilinx ® Vitis™ Quantitative Finance library is a fundamental library aimed at providing a comprehensive FPGA acceleration library for quantitative finance. In Quantitative finance, option pricing is to calculate the perineum for purchasing for selling options.
This document describes the Xilinx video transcoding system that can accelerate ABR transcoding from H.264 to HEVC, or from H.264 to VP9.
In memory NoSQL database to perform look-ups with the lowest latency (less than 1 microsecond) and the highest throughput.
Nimbix has partnered with Xilinx to provide developers and engineers a trial account that provides up to 100 hours of free time on the Nimbix Cloud using Xilinx Tools and Accelerators.
Description coming soon!
This lab demonstrates the performance advantages of accelerating Beamforming calculations using Xilinx® Vitis™ unified software platform.
This repository contains multiple implementations of the Bellman-Ford algorithm for solving single-source shortest paths (SSSP).
The tile based architecture is designed for computing efficiency, scalability and generality.
Bigstream Hyper-acceleration layer automates the process of acceleration for the users of big data platforms.
Demonstrating the acceleration of the Cox, Ross and Rubenstein Binomial options pricing model using SDAccel and Xilinx Alveo against multi-threaded CPU.
Supercharge search capabilities to render big data relevant now. BlackLynx technology combines high performance computing (accelerated CPUs and FPGAs) with standard interfaces and protocols to achieve high performance analytics.
BlackLynx is a leader in providing heterogenous computing solutions and because there are distinct operational advantages of optimally implementing advanced heterogenous solutions. The diagram illustrates the combined benefits of including multiple high-performance computing capabilities (GPU and FPGA) in an architecture.Xilinx® Alveo™ Data Center accelerator cards and BlackLynx technology combine to maximize the potential of image and video analysis at the edge of the network.
The unique architecture of our blockchain solution enables high scalability that in turn provides a trade-off between throughput, area and latency.
The Boston Stream+ is an ultra-dense encoding solution. This solution is configured using Supermicro building blocks, a Xilinx Alveo accelerator and V-Nova's P+ software.
Ethash is the name of the hashing algorithm that is at the core of all Ethereum transactions. This algorithm is used as a proof-of-work (PoW) that a substantial amount of distributed effort when towards the creation of a transaction (i.e. a new block in the chain).
CTAccel Image Processing (CIP) accelerator is an FPGA-based image processing acceleration solution that greatly improves the performance of image processing and image analytics by transferring computational workload from CPU to FPGA. CIP's powerful processing capabilities benefit data centers by increasing image processing throughput by 3-7x, reduce computational latency by 3x, and reduce TCO by 3x. CIP redefines data center image processing with state-of-the-art technologies which utilize massively data parallel algorithm to increase computational performance.
Circular RNAs are a widespread type of RNA in our genome that have been recently discovered to be correlated with many types of carcinogenesis and central neural system pathologies.
Trend Micro Cloud Network Protection, powered by TippingPoint, is a powerful inline security solution that allows enterprises to extend their existing TippingPoint network protection to their hybrid cloud environments.
Using Docker to run Alveo accelerated applications presents several advantages over direct execution on a host server, it allows for a self-contained, pre-validated setup within a shareable image that is easily distributable through Docker Hub.
Xilinx Alveo offers compelling time, power and cost advantages for computing cosine similarity over CPU's
DPUv3E is a member of the Xilinx® DPU IP family for convolution neural network (CNN) inference application. It is designed for the latest Xilinx Alveo U50/U280 adaptable accelerator cards with HBM support.
The DRAGEN Complete Suite (Exome) enables ultra-rapid analysis of Next Generation Sequencing (NGS) data for small data sets, such as whole exomes and targeted panels.
The DRAGEN Complete Suite (Genome) enables ultra-rapid analysis of Next Generation Sequencing (NGS) data for large data sets, such as whole genomes.
The Xilinx DNNDK provides Easy-to-use tools and example models for the efficient, convenient and economical machine learning inference deployments for embedded-CPU-based FPGAs.
Image classification of Cifar10 dataset using the CNV network. Based on Xilinx public proof-of-concept implementation of a reduced-precision, Binarized Neural Network implemented in FPGA.
This is an end-to-end ASR (Automatic Speech Recognition) system with FPGA acceleration on AWS F1 by DeePhi.
A complete reference platform for software development on Arm's cutting edge Cortex-M33 processor for secure IoT applications.
AuperaEdge AI solution-AUPV205 smart box provides solution for full pipeline of video processing & AI analytics from video streaming protocol processing, decoding, AI analytics, and encoding.
This work is ideal for addressing the massive computational requirements and high operational costs associated with derivatives portfolio and risk management services within financial institutions.
Free version of FPGA HEVC decoder on AWS F1 instance.
Napatech FPGA Cloud Crypto is an FPGA-based DPDK cryptodev PMD which serves as a showcase demonstrator for AES-128-GCM cryptography.
Accelize offers a DRM-powered distribution platform for FPGA-accelerated Apps and IP cores that boost revenue through instant, scalable and secure deployment to customers around the globe. The platform supports any CSP as AWS, Huawei, Alibaba, Nimbix or Xilinx Alveo boards for on-prem deployment.
Example verilog / miner for crypto mining using AWS F1 instances.
This repository contains following applications targeting Amazon Web Services (AWS F1) FPGA architecture.
FAGP is an accelerated genome analysis software solution that runs on Xilinx Alveo Accelerator cards to provide faster turnaround times for computationally intensive algorithms in the field of life sciences. FAGP runs across accelerator cards on-prem or on the cloud including AWS, Huawei, and Alibaba.
FireSim is an open-source cycle-accurate FPGA-accelerated full-system hardware simulation platform that runs on cloud FPGAs (Amazon EC2 F1).
A framework to integrate FPGA accelerators with Apache Arrow.
GRegeX is an implementation of PCRE compatible regular expression algorithm on FPGA chip achieving 12.8 GB/s throughput with a single IP core
The high performance genomic computing solution is a bioinformatics analysis acceleration system. This algorithm is engineered by CPU and FPGA heterogeneous acceleration.
The GZIP accelerator provides an hardware-accelerated gzip compression up to 25X faster than CPU compression. Generated archives are compliant to the RFC 1952 GZIP File Format Specification
Build custom, reprogrammable, low latency accelerators using software defined chips.
GraphSim is a graph based SSSP algorithm by ArtSim. It is a pre-configured, ready to run image for execution of Dijkstra's shortest path search algorithm on Amazon's FGPA-accelerated F1.
Using an F1 instance, offload HEVC encoding to an FPGA. This version of the NGCodec Encoder features ABR multi-channel encoding with a combined frame rate at 1080p60.
Contains FPGA based accelerators for sort and merge phases of Map-Reduce.
Delivered in partnership with Xilinx,Inc.and Supermicro, the Messaging Classification Appliance is a pre-packaged software and hardware solution that can filter, classify, and route streams of messages in real time at a massive scale by understanding the semantic content—the meaning and intent of the messages.
This repository includes F1-optimized implementations of four Monte Carlo financial models, namely.
Coral provides an acceleration abstraction layer for applications, virtualizing, managing and monitoring the available FPGA resources.
JFrog Artifactory is the only Universal Repository Manager supporting all major packaging formats, build tools and CI servers.
This is an FPGA accelerated solution for the XGBoost algorithm. It can provide up to 26x speedup compared to a single threaded execution and up to 5x compared to an 8 threaded Intel Xeon CPU execution respectively.
Accelerate your Apache Spark applications using Logistic Regression, K-means and alternating-least squares. AML is InAccel's accelerated machine learning library. It aims to maintain the practical and easy to use interface of other open source frameworks, i.e. of Apache Spark, and at the same time to accelerate the training part of machine learning models. Right now AML hosts all the required libraries to train your Logistic Regression and KMeans models, but it will be getting updates regularly adding support for more algorithms and features.
Description coming soon!
This is a software and FPGA integrated solution which covers market data feed, risk-check, compliance-check and order-entry gateway for major security exchanges.
Low latency inference accelerator for machine learning workloads in data centers
Xilinx's new Machine Learning suite enables users to easily evaluate, develop and deploy FPGA-accelerated inference using ready-to-run network models including application source.
Conjugate Gradient IP is a FPGA based accelerator for Conjugate Gradient calculation. The IP can be easily integrated into other application for acceleration purposes.
F1 Based implementation of VGG16 CNN convolutions layers. Can be integrated into high performance machine learning systems.
Maxeler Real Time Risk (RTR) is a suite of Finance Risk tools and components, including Credit Value Adjustment (CVA), Margin Requirements (ISDA SIMM and CME Clearing) but also a full derivatives pricing library, driven by Bloomberg market data and the customer trades in FPML format.
Software infrastructure for running DFE acceleration on F1.
Memcached is a high-performance in-memory object caching system, used by Facebook, Flicker, Wikipedia, and other high-traffic websites. Memcached acts as a caching layer between web servers and databases to decrease server response times. FPGA compute instances are now being deployed in datacenters to accelerate network-centric workloads. LegUp Computing offers a cloud-deployed Memcached using AWS EC2 F1 (FPGA) instances. With a single F1 instance, LegUp’s Memcached server achieves over 11M ops/sec, a 9× improvement over AWS ElastiCache, an AWS-managed CPU Memcached service. Our FPGA-accelerated Memcached server responds to network requests in under 300µs, a 9× improvement in latency over ElastiCache.LegUp's FPGA Memcached server is compatible with standard Memcached client APIs meaning no software changes. Simply launch LegUp’s Memcached instance on AWS and connect your web server. We also offer an on-premise solution for the datacenter with Xilinx Alveo Data Center accelerator cards.
Zebra eliminates the challenging task of programming and FPGA for DL inference.
100G Ethernet NVMe Storage JBOF with Application Acceleration
Gemalto’s biometrics technology with FPGA based matching engine offers unique advantages with speed, cost reduction, high power efficiency, scalability and flexibility.
Hyperhub platform offers a curated catalog of Simulation, Artificial Intelligence, Machine Learning and Deep Learning software optimized for cloud HPC.
Eideticom’s NoLoad® Computational Storage Processor (CSP) with Xilinx Alveo U50 is the ideal solution to accelerate MapReduce workloads.
Eideticom’s NoLoad® Computational Storage Processor (CSP) deployed on Xilinx Alveo cards was used to accelerate the production key-value store RocksDB. The solution resulted in significant improvements in performance and efficiency when compared to a software-only solution.
SaaS and APIs for large-scale high-speed text analysis across languages and formats.
OVS Offload is a 100/50/25G solution which improves performance and efficiency by offloading the switching activities to the Xilinx Alveo platform.
Description coming soon!
Xilinx's new data analytics acceleration stack enables users to easily evaluate FPGA-accelerated SQL query using Postgres.
PowerAI Vision makes computer vision with deep learning more accessible to business users. Now you can deploy POwerAI Vision models on Xilinx® Alveo™ FPGAs and see how Vitis™ Library is integrated into the whole workflow for Vision AI tasks.
Algo-Logic Systems delivers an industry leading Pre-Trade Risk Check (PTRC) solution that verifies Security and Exchange Commission Rule 15c3-5 compliance with sub-microsecond latency that is consistently lower than software-based systems. The system enables broker/dealers to forward stock market orders from client machines to exchanges with nearly no added delay nor jitter.With an easy to use and secure, Graphical User Interface (GUI), broker/dealers can easily configure a wide range of risk check parameters to ensure compliance and protection prior to execution. Pre-Trade Risk Checks and associated control actions are accelerated in the FPGA.
Description coming soon!
Xilinx’s GEMX (General Matrix Operation) library provides a set of high performed engines for accelerating applications that heavily depend on matrix operations.
Quantum Chromodynamics is the theory of the strong interaction between quarks and gluons, the fundamental particles that make up composite particles such as the protons & neutrons.
Description coming soon!
Rapanda provides inline end-to-end Streaming Pipes running on a FPGA. Rapanda provides acceleration for Big Data streaming processing and Machine Learning facing coming Event Tsunami.
REAPR (Reconfigurable Engine for Automata Processing) is a general-purpose framework for accelerating automata processing applications such as regular expressions.
RiskCop®️ is an extremely fast risk control solution customized by YUSUR for financial securities and futures trading systems, using Xilinx Alveo card.
The SHA-3 and SHAKE accelerator provides hardware accelerated hashing functions compliant to NISTS’s FIPS 180-4 and FIPS 202 standards.
Exchange market analysis is one of the core modules for quantifying high-frequency trading, Ultra fast market decoding by SSE on Alveo U200 data center accelerator card.
The Samsung SmartSSD advanced computational storage device couples a fast Samsung solid-state drive with Xilinx accelerators to deliver scalable speedup of big data processing and analytics.
This solution on the Nimbix Cloud combines the SmartSSD advanced computational storage hardware from Samsung and a complete software stack from Bigstream.
Cyber defense based on unsupervised Machine Learning with the networking and compute acceleration of Xilinx®Alveo™
Skreens is the personalized streaming video engine enabling innovative visual experiences for industries including Broadcast, Enterprise Collaboration, Gaming, Security, and Digital Media. Skreens solution enables a single developer friendly workflow capable of decoding multiple content feeds, integrated machine learning models and third-party APIs (Watson, IFTTT), producing a powerful end-user experience with event-triggered content overlays all encoded at ultra-low latency. Skreens Streaming Video Engine provides the power of a next-gen production studio in the cloud or at the edge with Alveo™ U200 Acceleration Card.
Ryamax Smart NIC enabled cloud acceleration solution is designed for web-scale cloud and networking requirements. By leveraging the open standards, platforms and software-defined approaches, we supply a white box Smart NIC solution from software to hardware to offload the CPU and respond to the real time data center networking service request.
This is a test implementation of the Smith-Waterman algorithm, specifically the ksw_extend function as implemented in BWA, using Xilinx Vivado High-Level Synthesis.
The SIMM framework is based on first-order greeks to make it more computationally tractable than other methodologies such as Expected Historical VaR. Maxeler’s SIMM calculation product powered by Xilinx Alveo U200 provides an industry-proven risk analytics infrastructure. SIMM product splits naturally into the calculation of sensitivities, and the application of risk weights and aggregation. The Maxeler Risk Analytics library provides the framework for calculating greeks on CPUs as well as on Xilinx U200 Acceleration card. Initial margin requirements can be calculated directly from a portfolio of trades supplied in FpML format, or indirectly by supplying sensitivity values from external models (for example, a liability exposure to be hedged).
Swarm64 accelerates database performance on FPGA-equipped servers and achieve game-changing breakthroughs in analytics.
The TAR.GZ accelerator provides hardware-accelerated TAR and/or GZIP operation up to 25X faster than CPU equivalent. Generated TAR archives are POSIX compliant. Generated GZIP archives are compliant to the RFC 1952 GZIP File Format Specification.
The TRNG accelerator provides an hardware-accelerated True Random Number Generator that exploits electronic noise to provide random bytes.
Seismic tomography technology is widely used in oil and gas exploration. Full-waveform inversions have become applicable to today’s large seismic data sets. 3D inversion is still a major computational challenge, the emergence of large heterogeneous high-performance computing (HPC) systems has the potential to transform full-waveform inversion into a widely used routine method. DeePoly leverages the Xilinx Alveo card to accelerate the FWI algorithm and get a 50% enhancement compared with the GPU solution.
ThunderImage is DeePoly's leadership product for image processing acceleration based on Xilinx Alveo accelerators. Leveraging ThunderImage, data center users could accelerate image processing performance up to 20X with up to 5X lower latency with consistent QoS and 10X better power efficiency, reduce the TCO by 5X.
Titan IC is delighted to announce a new technology collaboration with Xilinx to embed our industry-leading Regular Expression Processor (RXP) into the Xilinx SDAccel environment to enhance network security by significantly augmenting FPGA offload acceleration and freeing up CPU capacity. The latest SDAccel release offers developers a fully-flexible and highly-configurable security processing engine for high throughput networks that need to be scanned with complex security rules.
The Ultra Fast Search & Replace for Data Analytics engine accelerates whole words Find/Replace operations in ASCII files.
Brief overview of how you can use Alveo enabled containers in Kubernetes environment.
V-Nova LCEVC is a unique video encoding technology that significantly enhances the quality and throughput of any standard encoder such as AVC/H.264, HEVC, VP9 and – in the future - AV1.
Ultra fast NGS short read aligner, FASTQ to SAM.
An FPGA based real-time 1080p60 VP9 encoder featuring ABR multi-channel encoding with minimal CPU load.
Valtix is the first FPGA-powered Cloud-Native Firewall on AWS, using Amazon EC2 F1 instances with Xilinx UltraScale + FPGAs
Value Function Iteration Accelerator - FPGA.
Megh's Video Analytics Solution is targeted for various use cases including fraud prevention in the retail supply chain, inventory tracking in manufacturing, and video surveillance for security.
Accelerate your embedded/FPGA development.
Vitesse Data Deepgreen DB is a scalable MPP data warehouse solution derived from the open source Greenplum Database Project and maintains 100% compatibility with the open source project. Deepgreen DB works seamlessly on local appliances or on public clouds. AWS F1 instances can be configured with up to 8 FPGA instances for a total of 64 vCPU and 976 GB of memory. Vitesse’s Data Deepgreen DB Solution is currently available on AWS EC2 F1 instances and Alveo U200 Acceleration Card.
Vitis™ Data Compression library is a performance-optimized library to accelerate the Lempel-Ziv (LZ) data compression and decompression algorithms on Xilinx Accelerator cards.
Vitis™ Security library offers common pre-optimized primitives that enable you to leverage the power of Xilinx adaptable compute platforms to bring real-time performance to your security applications.
The Vitis™ Solver library offers a collection of performance-optimized standard matrix decomposition, linear solvers, and eigenvalue solvers that can be used for designing accelerated algorithms across several applications like Computational Finance, RADAR and others.
Vitis™ Vision library enables you to develop and deploy accelerated computer vision and image processing applications on Xilinx platforms, while continuing to work at an application level.
The AMI is pre-built with FPGA and SoC development and runtime tools to program the latest and greatest Xilinx devices. The AMI includes two product offerings: Vivado Design Suite and SDx Development Environment.
This repository contains following applications targeting Amazon Web Services (AWS F1) FPGA architecture.
The accelerator is designed to improve inference speed of Wide&Deep model of Recommender System on FPGA. Compared with 96vCPU, the implementation of system can increase throughput by 2.4 times reduce the latency by 5.7 times. Comprehensively, it can achieve more than 5.5 times TCO.
With the Xelera Analytics software for Virtex® Ultrascale+ FPGAs in the cloud and on Xilinx® AlveoTM Data Center accelerator cards, customers can use Apache Spark MLib in the usual way – without any knowledge about hardware accelerators – and benefit from 50x acceleration. This enables real-time business applications with advanced analytics.
GEMX is a General Matrix Operation library, which is used for accelerating BLAS-like matrix operations on SDAccel supported FPGA cards.
Vitis™ Database library is a performance-optimized C++ library that enables you to harness the power of Xilinx platforms to accelerate both data-intensive and compute-intensive applications.
Vitis™ AI is Xilinx's development platform for AI inference, including both Edge devices and Alveo cards.
Aupera’s Aup2600 series provides a modular and distributed computing architecture for video processing that breaks the bottleneck of traditional solutions based on x86 processors.
byteLAKE's CFD Suite is a collection of fluid dynamics algorithms, highly optimized for Xilinx Alveo FPGA powered architectures. Faster results, lower TCO.
BigZetta has augmented Hive with FPGA based acceleration. With this BigZetta solution (bzQAccel) has demonstrated speed ups of 4x (and more) over several TPCH benchmark queries.
|Supported Workload||Title||Vendor||Acceleration vs. CPU|
|High Performance Computing||Vitis BLAS Library||Xilinx, Inc||N/A|
|Tools and Services||Xilinx Alveo U50 Accelerator Cards on the Nimbix Cloud||Nimbix||N/A|
|Tools and Services||3D Rendering, Digit Recognition, Spam Filter and Face Detection||Cornell||N/A|
|Tools and Services||5-point relative pose problem||Politecnico di Milano||64x|
|Networking and Security||77x TLS Handshake Hardware Accelerator for Alveo Cards||Silex Insight||77x|
|Networking and Security||AMI for Hardware-accelerated RSA Operations||ZOTech||N/A|
|Tools and Services||AWS FPGA Developer Kit v1.4.13||AWS Marketplace||N/A|
|Tools and Services||Accelerate the journey from C/C++ to FPGA||Silexica||N/A|
|Data Analytics||Accelerated Apache Cassandra NoSQL||rENIAC||2.1X|
|Genomics||Accelerated Genomic Pipelines||Politecnico di Milano||N/A|
|Financial Computing||Accelerated Market Risk - High Speed, Scalable and Modular Risk Processing Pipeline||NTT||15x|
|Networking and Security||Accelerated SHA-256||Uppsala University||N/A|
|Machine Learning||Accelerating ML Preprocessing with the Vitis Vision Library||Xilinx, Inc||N/A|
|Financial Computing||Accelerating Option Pricing with Vitis Quantitative Finance||Xilinx, Inc||N/A|
|Video and Image Processing||Adaptive Bit Rate Video Transcoding Application||Xilinx||10x|
|Data Analytics||Algo-Logic Low Latency Key-Value Store||Algo-Logic Systems Inc.|
|Tools and Services||Alveo Trial on Nimbix Cloud||Nimbix||N/A|
|Video and Image Processing||BMP to JPEG||ALSE (Advanced Logic Synthesis for Electronics)||2x|
|High Performance Computing||Beamforming Acceleration||Xilinx, Inc||N/A|
|High Performance Computing||Bellman-Ford algorithm for solving single-source shortest paths (SSSP)||Open-source||N/A|
|Tools and Services||Bespoke Silicon Group Manycore||Bespoke Silicon Group||N/A|
|Data Analytics||Bigstream Hyper-acceleration Software||Bigstream Inc.||2x to 30x|
|Financial Computing||Binomial Options Model||Xilinx||67x|
|Data Analytics||BlackLynx High Speed Search||BlackLynx|
|Machine Learning||BlackLynx Image and Video Edge Analytics||BlackLynx|
|Networking and Security||Blockchain Hardware Accelerator for Alveo Cards||Silex Insight||40x|
|Video and Image Processing||Boston Stream +||Boston Servers | Storage | Solutions||N/A|
|Financial Computing||Busting FPGA Blockchain Myths Part 1 : Introduction to Ethash||Xilinx, Inc||N/A|
|Video and Image Processing||CTAccel Image Processing (CIP) Accelerator||CTAccel Limited|
|Genomics||Circulare RNA idenfication acceleration||Politecnico di Milano||1.7x|
|Networking and Security||Cloud Network Protection powered by TippingPoint (BYOL)||Trend Micro||N/A|
|Tools and Services||Containerizing Alveo Accelerated Applications with Docker||Xilinx, Inc||N/A|
|Data Analytics||Cosine Similarity Using Xilinx Alveo||Xilinx, Inc||Varies by Alveo card|
|Machine Learning||DPUv3E for Alveo Accelerator Card with HBM||Xilinx, Inc||N/A|
|Genomics||DRAGEN Complete Suite - Ultra-rapid analysis of Next Generation Sequencing - Exome||Illumina (Edico Genome)||90x|
|Genomics||DRAGEN Complete Suite - Ultra-rapid analysis of Next Generation Sequencing - Genome||Illumina (Edico Genome)||90x|
|Tools and Services||Deep Neural Network Development Kit from Xilinx, Basic Edition||Xilinx, Inc||N/A|
|Machine Learning||Deep-Learning Inference with Binarized Neural Networks||MLE||800x|
|Machine Learning||Descartes Efficient Speech Recognition Engine (using LSTM)||Xilinx||10x|
|Tools and Services||DesignStart FPGA on Cloud: Cortex-M33 based platform||Arm Ltd||N/A|
|Machine Learning||Edge AI Solution Accelerated by Hardware-aware Machine Learning||Aupera||3X performance improvement|
|Financial Computing||FPGA Accelerated Derivatives Pricing Models||SciComp||4X|
|Video and Image Processing||FPGA Accelerated HEIF-to-JPEG Transcoder, HEVC Decoder||Pathpartner||N/A|
|Networking and Security||FPGA Cloud Crypto||Napatech||N/A|
|Tools and Services||FPGA Distribution Platform||Accelize S.A.S.|
|Tools and Services||FPGA Miner & Verilog Code for Mining (Tribus, Skunk, phi1612)||Open-source||N/A|
|Storage and Compression||FPGA based GZIP compression||Xilinx||2.3x|
|Genomics||Falcon Accelerated Genomics Pipelines||Falcon Computing Solutions, Inc.|
|Data Analytics||FireSim Base AMI||Berkeley Architecture Research||N/A|
|Data Analytics||Fletcher: A framework to integrate FPGA accelerators with Apache Arrow||Delft University of Technology||N/A|
|Networking and Security||GRegeX 12.8GB/s||Grovf Inc||50X|
|Genomics||GTX. FPGA- Bioinformatics Acceleration||Genetalks||70X Computing time, 30X Computing costs|
|Storage and Compression||GZIP Compression||CAST||25x|
|Tools and Services||Go Language to FPGA Platform||reconfigure.io||100x|
|Video and Image Processing||HEVC Encoder - V01||NGCodec||N/A|
|Data Analytics||Hadoop Map-Reduce Accelerator||BigZetta||10x|
|Machine Learning||Hardware-Accelerated Natural Language Understanding||Cortical.io||N/A|
|Financial Computing||High Performance Monte Carlo Option Pricing Simulation||Politecnico Di Torino||42x-540x|
|Data Analytics||Hyperon - HW Acceleration for Big-Data Applications||Grovf Inc||50X|
|Tools and Services||InAccel Coral FPGA Resource Manager||Inaccel||N/A|
|Machine Learning||InAccel Gaussian Naivebayes||Inaccel||700X|
|Tools and Services||InAccel JFrog Bitstream Artifactory||Inaccel||N/A|
|Machine Learning||InAccel XGBoost||Inaccel||5X|
|Machine Learning||InAccel's Accelerated Machine Learning||InAccel LLC|
|Tools and Services||InTime Automated Optimization Software for FPGA Design||Plunify||N/A|
|Financial Computing||Low Latency Trading Solution||TAC Fintech||35X higher throughput, 103.5X lower latency|
|Machine Learning||MAU Accelerator||Myrtle.ai|
|Machine Learning||Machine Learning Suite for Inference (Tensorflow, Caffe and MXNet)||Xilinx||10x|
|High Performance Computing||Maxeler Conjugate Gradient IP||Maxeler||N/A|
|Machine Learning||Maxeler MaxML||Maxeler||N/A|
|Financial Computing||Maxeler RTR (Real Time Risk)||Maxeler Technologies Inc.|
|Tools and Services||MaxelerOS AMI||Maxeler Technologies Inc.||N/A|
|Data Analytics||Memcached Database Server||LegUp Computing Inc.|
|Machine Learning||Mipsology Zebra for Deep Learning Inference||Mipsology SAS|
|Data Analytics||MongoDB Acceleration Based on MonetX||Grovf Inc||3.5|
|Storage and Compression||NVMe over Fabrics||Xilinx||N/A|
|High Performance Computing||Next Generation Biometrics Matching Engine using FPGA||gemalto a Thales Company||N/A|
|Tools and Services||Nimbix Hyperhub||Nimbix||N/A|
|Storage and Compression||NoLoad® CSP Hadoop||Eidetic Communications Inc.|
|Storage and Compression||NoLoad® CSP RocksDB||Eidetic Communications Inc.|
|Data Analytics||Nucleus cloud Platform||SumUp Analytics|
|Networking and Security||OVS Offload||VVDN Technologies Pvt. Ltd.|
|Tools and Services||OpenMP to FPGA||Hardcloud.org||N/A|
|Data Analytics||Postgress Database Acceleration, execute existing Postgres SQL queries||Xilinx||2x-3x|
|Video and Image Processing||PowerAI Vision - Auto AI for Images & Videos||OpenPower||N/A|
|Financial Computing||Pre-Trade Risk Check System (PTRC)||Algo-Logic Systems Inc.|
|High Performance Computing||ProFAX: Hardware Acceleration of a Protein Folding Algorithm||NECST Laboratory||1.6x|
|High Performance Computing||Python-Based Matrix Operation Accelerator||Xilinx||N/A|
|High Performance Computing||Quantum Chromodynamics (QCD) implementation||Maxeler Technologies Inc.||N/A|
|Video and Image Processing||R11F: Live broadcast quality MPEG-4 AVC/H.264 video encoder||Integrated Device Technology, Inc. (IDT)||N/A|
|Data Analytics||Rapanda Streaming Accelerator - Realtime streaming FPGA Accelerator||Rapanda||x170|
|Tools and Services||Reconfigurable Engine for Automata Processing (REAPR)||University of Virginia||100x|
|Financial Computing||Risk Control Market and Transaction Acceleration||Yusur||30X|
|Networking and Security||SHA-3 and SHAKE Hashing Function||Silex Insight||6x|
|Financial Computing||SSE Quotes Fast Decoding System||Meridian||150ns Average decode latency|
|Storage and Compression||Samsung Smart SSD Faster Time to Insight||Nimbix||N/A|
|Storage and Compression||Samsung Smart SSD and Bigstream for Spark Acceleration||Nimbix||N/A|
|Machine Learning||Sentry ND Cyber-Defense: Real-time Unsupervised Machine Learning||Boon Logic||300x faster than MLPack C++ K-means|
|Video and Image Processing||Skreens Personalized Streaming Video Engine||Skreens|
|Networking and Security||Smart NIC Cloud Acceleration||Raymax||1.42X Throughput, 7.6X lower latency|
|Genomics||Smith-Waterman Algorithm||High-Performance Low-Power Lab||N/A|
|Financial Computing||Standard Initial Margin Model (SIMM) calculation||Maxeler Technologies Inc.|
|Data Analytics||Swarm64 Database Accelerator||Swarm64||50X faster queries, data loading by 35X, 4X better price performance.|
|Storage and Compression||TAR.GZ Compression||Accelize||25x|
|Networking and Security||TRNG - True Random Number Generator||Secure IC||N/A|
|High Performance Computing||ThunderEnergy||Deepoly Technology Inc.||6|
|Video and Image Processing||ThunderImage||Deepoly Technology Inc.||20|
|Networking and Security||Titan IC RXP for FPGA||Titan IC Systems Ltd|
|Data Analytics||Ultra Fast Search and Replace for Data Analytics||Axonerve||6000x|
|Tools and Services||Using Alveo in Kubernetes Environment||Xilinx, Inc||N/A|
|Video and Image Processing||V-Nova LCEVC||V-Nova Ltd|
|Genomics||VAVILOV Genomics Engine||Deneb Genetics||100x|
|Video and Image Processing||VP9 Encoder - V01||NGCodec||N/A|
|Networking and Security||Valtix Cloud Firewall with Valtix Cloud Controller (SaaS)||Valtix|
|Tools and Services||Value Function Iteration Accelerator (VFI)||Solutions for Economists||N/A|
|Video and Image Processing||Video Analytics Solution||Megh Computing, Inc.||10x|
|Tools and Services||Visual Systems Integrator for FPGA and Embedded Development||SystemView||N/A|
|Data Analytics||Vitesse Data Deepgreen DB||Vitesse Data Inc|
|Networking and Security||Vitis Data Compression Library||Xilinx, Inc||18X|
|Networking and Security||Vitis Security Library||Xilinx, Inc||N/A|
|High Performance Computing||Vitis Solver Library||Xilinx, Inc||N/A|
|Video and Image Processing||Vitis Vision Library||Xilinx, Inc||132X|
|Tools and Services||Vivado & SDx 2019.2 Developer AMI||Xilinx, Inc||N/A|
|Video and Image Processing||Web Image Encoding, Optimized to enable faster and smaller images on the Web||Xilinx||6.5x-14.2x|
|Machine Learning||Wide & Deep Model Accelerator Based on FPGA||Snowlake-tech.com||2.4x|
|Data Analytics||Xelera Analytics||Xelera Technologies|
|Tools and Services||Xilinx Gemx||Xilinx, Inc||N/A|
|Data Analytics||Xilinx Vitis Database Library||Xilinx||N/A|
|Financial Computing||Xilinx Vitis Quantitative Finance Library||Xilinx||N/A|
|Tools and Services||Xilinx Vitis™ AI||Xilinx, Inc||N/A|
|Video and Image Processing||Xilinx and Aupera - Real-Time Video Analytics||Aupera||33x compared to x86|
|High Performance Computing||byteLAKE's CFD Suite||byteLAKE s.c.||up to 4x|
|Data Analytics||bzQAccel||BigZetta Systems Pvt. Ltd.||4|