FPGA | BestHub

DataFunTalk

Mar 3, 2025 · Artificial Intelligence

FlightVGM: FPGA-Accelerated Inference for Video Generation Models Wins Best Paper at FPGA 2025

The FlightVGM paper, awarded Best Paper at FPGA 2025, details a novel FPGA-based inference IP for video generation models that leverages time‑space activation sparsity, mixed‑precision DSP58 extensions, and adaptive scheduling to achieve up to 1.30× performance and 4.49× energy‑efficiency gains over a NVIDIA 3090 GPU while preserving model accuracy.

AIFPGAMixed Precision

0 likes · 11 min read

FlightVGM: FPGA-Accelerated Inference for Video Generation Models Wins Best Paper at FPGA 2025

Architects' Tech Alliance

Dec 18, 2023 · Cloud Computing

Evolution and Applications of Data Processing Units (DPUs) in Modern Cloud Computing

The article outlines the four evolutionary stages of network adapters—from traditional NICs to SmartNICs, FPGA‑based DPUs, and single‑chip DPU SoCs—explains their hardware features and offload capabilities, and surveys real‑world DPU deployments in AWS Nitro, Nvidia BlueField, Intel IPU, Alibaba Cloud CIPU, and Volcano Engine, highlighting their impact on data‑center performance, cost, and programmability.

ASICAWS NitroCloud Computing

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Evolution and Applications of Data Processing Units (DPUs) in Modern Cloud Computing

Architects' Tech Alliance

Nov 15, 2023 · Fundamentals

FPGA: A Versatile Chip Igniting New Momentum and the Future of Domestic Substitution (2023)

The article analyzes the rapid growth of FPGA technology, its flexible architecture and low‑cost development, the expanding role of FPGA in data‑center acceleration, the strategic moves of AMD, Intel and Nvidia in heterogeneous computing, and forecasts a strong market expansion worldwide through 2025.

AI accelerationFPGAdata center

0 likes · 10 min read

FPGA: A Versatile Chip Igniting New Momentum and the Future of Domestic Substitution (2023)

Architects' Tech Alliance

Sep 17, 2023 · Fundamentals

FPGA Overview: Architecture, Memory Hierarchy, and NoC Advantages

This article provides a comprehensive overview of FPGA technology, detailing its programmable logic cells, input/output blocks, switch matrices, historical evolution, flexibility versus ASIC and GPU, memory hierarchy including on‑chip and HBM2e, and the benefits of Network‑on‑Chip architectures for performance, power and design modularity.

ASICFPGAGPU

0 likes · 12 min read

FPGA Overview: Architecture, Memory Hierarchy, and NoC Advantages

Architects' Tech Alliance

Aug 25, 2023 · Fundamentals

FPGA Industry Overview: Development Stages, Market Landscape, and Domestic Substitution Prospects (2023)

The article analyzes the FPGA industry's two historical phases, compares international and Chinese vendors, examines product families, process technologies, market shares, demand trends, and highlights opportunities for domestic substitution and future growth in both hardware and software ecosystems.

FPGAHardwaredomestic substitution

0 likes · 10 min read

FPGA Industry Overview: Development Stages, Market Landscape, and Domestic Substitution Prospects (2023)

Architects' Tech Alliance

Apr 23, 2023 · Fundamentals

Understanding FPGA: Architecture, Advantages, and Market Overview

This article explains what FPGA chips are, how they differ from CPUs, GPUs and ASICs, describes their internal programmable architecture and LUT-based logic, highlights their short development cycle and parallel computing benefits, and provides a detailed market analysis of Chinese FPGA applications and future growth prospects.

Digital Integrated CircuitsFPGAHardware Architecture

0 likes · 16 min read

Understanding FPGA: Architecture, Advantages, and Market Overview

Architects' Tech Alliance

Jan 27, 2023 · Artificial Intelligence

Challenges and Future Directions of GPU in AI Computing: A Comparison with TPU and FPGA

The article analyzes how GPUs, once dominant in accelerating AI workloads, now face limitations in precision, energy efficiency, and on‑chip networking, prompting a shift toward specialized accelerators like Google's TPU and FPGA solutions, while also exploring emerging GPU‑friendly scenarios such as VR/AR, cloud gaming, and military applications.

AI hardwareCloud ComputingFPGA

0 likes · 11 min read

Challenges and Future Directions of GPU in AI Computing: A Comparison with TPU and FPGA

Architects' Tech Alliance

Nov 13, 2022 · Fundamentals

Overview of Programmable Logic Devices (PLD), FPGA, and CPLD: History, Types, Architecture, and Development Tools

This article provides a comprehensive introduction to programmable logic devices, covering their origins, classification, development history, internal architectures of CPLD and FPGA, and the essential EDA tools and IP cores needed for modern digital hardware design.

CPLDEDAFPGA

0 likes · 22 min read

Overview of Programmable Logic Devices (PLD), FPGA, and CPLD: History, Types, Architecture, and Development Tools

Refining Core Development Skills

Oct 24, 2022 · Fundamentals

Low‑Latency Network Architecture for High‑Frequency Trading

This article explains how high‑frequency trading firms achieve ultra‑low network latency by combining proximity deployment, dedicated links, microwave transmission, InfiniBand, low‑latency switches, kernel bypass, RDMA, TCP offload engines and FPGA acceleration, and summarizes the impact of each technique on overall request latency.

FPGAHigh-Frequency TradingInfiniBand

0 likes · 16 min read

Low‑Latency Network Architecture for High‑Frequency Trading

Architects' Tech Alliance

Jun 16, 2022 · Fundamentals

FPGA Market Overview, Architecture, and Applications

The article outlines FPGA's strong performance and versatility, presents recent market growth figures and drivers, explains the basic architecture and firmware development process, and highlights key applications in automotive, communications, and computer‑vision systems, emphasizing its expanding role in AI and deep‑learning solutions.

AIFPGAHardware

0 likes · 8 min read

FPGA Market Overview, Architecture, and Applications

Tencent Architect

Jun 9, 2022 · Artificial Intelligence

From Zero to Chip: Tencent’s Multi‑Year Journey in AI, FPGA, and Smart‑NIC Development

Tencent’s hardware teams evolved from a lack of verification tools in 2019 to building AI inference chips, video‑encoding silicon, and intelligent NICs, overcoming FPGA challenges, scaling cloud infrastructure, and delivering high‑performance, low‑cost solutions for massive multimedia and AI workloads.

AI inferenceFPGATencent

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From Zero to Chip: Tencent’s Multi‑Year Journey in AI, FPGA, and Smart‑NIC Development

Alibaba Cloud Infrastructure

May 31, 2022 · Information Security

Fidas: FPGA‑Based Comprehensive Offloading for Cloud Intrusion Detection (ISCA 2022 Full‑Score Paper)

The ISCA 2022 full‑score paper “Fidas: Fortifying the Cloud via Comprehensive FPGA‑based Offloading for Intrusion Detection” presents a novel FPGA‑accelerated IDS architecture that jointly offloads regex matching and traffic classification, achieving high flexibility, rapid rule updates, balanced load, and line‑rate performance in cloud data centers.

Cloud SecurityFPGAISCA

0 likes · 7 min read

Fidas: FPGA‑Based Comprehensive Offloading for Cloud Intrusion Detection (ISCA 2022 Full‑Score Paper)

Architects' Tech Alliance

Apr 19, 2022 · Artificial Intelligence

Overview of AI Chip Development, Architectures, and Market Trends in China (2022)

The article provides a comprehensive overview of AI chip technology, describing the dependence on mathematical models and semiconductor integration, classifying chips by architecture (GPU, FPGA, ASIC, SoC, brain‑like), deployment (cloud, edge, terminal), and outlining current challenges, market trends, and future research directions such as in‑memory and neuromorphic computing.

AI chipASICEdge Computing

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Overview of AI Chip Development, Architectures, and Market Trends in China (2022)

Architects' Tech Alliance

Mar 7, 2022 · Fundamentals

FPGA Technology for Compute‑Intensive and Communication‑Intensive Tasks: Performance, Deployment, and Market Overview

This article examines how FPGA accelerators handle compute‑intensive and communication‑intensive workloads, compares their performance and latency to CPU and GPU solutions, explores various deployment models in data centers, and outlines the evolving Chinese and global FPGA market landscape.

AcceleratorsCloud ComputingFPGA

0 likes · 13 min read

FPGA Technology for Compute‑Intensive and Communication‑Intensive Tasks: Performance, Deployment, and Market Overview

Architects' Tech Alliance

Mar 6, 2022 · Artificial Intelligence

Overview of AI Chip Technologies and Market Trends in China

The article provides a comprehensive overview of AI chips—including GPUs, FPGAs, and ASICs—their architectural distinctions, cloud and edge deployment models, market dynamics in China, and key application scenarios such as autonomous driving, smart security, and IoT devices.

AI chipsASICChina

0 likes · 7 min read

Overview of AI Chip Technologies and Market Trends in China

Architects' Tech Alliance

Dec 11, 2021 · Fundamentals

2021 China Integrated Circuit Market Research Report Overview

The 2021 China Integrated Circuit Market Research Report analyzes recent three‑year trends showing rising shares of MPU and logic chips, declining DRAM, stable analog and MCU, and details the market status, growth forecasts, and challenges for CPU, GPU, FPGA, ASIC, and storage technologies.

AI chipsCPUFPGA

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2021 China Integrated Circuit Market Research Report Overview

Cloud Native Technology Community

Nov 23, 2021 · Fundamentals

Reading Notes on OSDI20 Best Paper hXDP: Efficient Software Packet Processing on FPGA NICs

This article reviews the OSDI20 best paper on hXDP, explaining why combining XDP with FPGA NICs can alleviate CPU bottlenecks, describing the challenges of eBPF offload to low‑frequency FPGA, and summarizing the custom instruction‑set optimizations and test results that achieve comparable performance to multi‑GHz CPUs.

FPGAInstruction Set OptimizationXDP

0 likes · 8 min read

Reading Notes on OSDI20 Best Paper hXDP: Efficient Software Packet Processing on FPGA NICs

Architects' Tech Alliance

Nov 16, 2021 · Fundamentals

2021 China Integrated Circuit Market Research Report Overview

The 2021 China Integrated Circuit Market Research Report analyzes recent three‑year trends, showing rising shares for MPU and logic chips, declining DRAM, stable analog and MCU, while detailing the market positions, growth rates, and challenges of CPU, GPU, FPGA, ASIC, and flash storage technologies.

ASICCPUChina

0 likes · 11 min read

Architects' Tech Alliance

Sep 10, 2021 · Artificial Intelligence

FPGA Technology for Compute‑Intensive and Communication‑Intensive Tasks in Data Centers

The article examines how FPGA’s pipeline parallel architecture provides latency‑critical advantages over CPU and GPU for both compute‑intensive workloads such as matrix operations and AI inference, and communication‑intensive tasks like encryption and high‑throughput networking, while also discussing deployment models, power efficiency, eFPGA trends, and the evolving Chinese FPGA market.

AICloud ComputingCompute Acceleration

0 likes · 14 min read

FPGA Technology for Compute‑Intensive and Communication‑Intensive Tasks in Data Centers

Architects' Tech Alliance

Sep 5, 2021 · Fundamentals

Overview of Data Processing Units (DPUs) and Their Evolution in Data Centers

Data Processing Units (DPUs) have evolved from early I/O processors to modern programmable ASICs and FPGA-based accelerators, integrating networking, storage, and compute functions to offload workloads from CPUs, with contributions from companies like Fungible, Nvidia, Intel, and emerging Chinese firms, shaping data‑center and edge architectures.

DPUFPGANetwork Processor

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Overview of Data Processing Units (DPUs) and Their Evolution in Data Centers