chip architecture

Architects' Tech Alliance

Apr 18, 2025 · Artificial Intelligence

Evolution and Architecture of Google TPU Chips

This article outlines the development of Google's Tensor Processing Units (TPU) from the first generation to the latest seventh‑generation chip, detailing architectural improvements, performance specifications, integration into data‑center pods and mobile devices, and concludes with references to related AI‑hardware resources and promotional material.

AI hardwareGoogleTPU

0 likes · 10 min read

Evolution and Architecture of Google TPU Chips

Architects' Tech Alliance

Dec 23, 2023 · Artificial Intelligence

Future Development Paths of Computing Power Technology (2023): Chip Architecture, Near‑Memory Computing, and Distributed xPU Systems

The article outlines the accelerating demand for high‑performance computing driven by AI, AR/VR, biotech and other workloads, examines the limits of Moore's law, and presents emerging solutions such as advanced chip architectures, chiplet integration, near‑memory/in‑memory computing, and distributed xPU‑based systems for scalable, efficient compute.

AI accelerationChipletchip architecture

0 likes · 11 min read

Future Development Paths of Computing Power Technology (2023): Chip Architecture, Near‑Memory Computing, and Distributed xPU Systems

Architects' Tech Alliance

Aug 2, 2023 · Fundamentals

Emerging Trends in Digital Infrastructure: Beyond Moore's Law, Chiplet, and Compute‑in‑Memory

The article surveys recent digital‑infrastructure trends, explaining why traditional Moore's Law scaling is slowing, describing More‑Moore and Beyond‑CMOS approaches, and detailing new chip architectures such as DSA, 3D stacking, Chiplet, compute‑in‑memory, and distributed xPU‑centric systems that together address the growing compute demands of AI, AR/VR, and bio‑pharma workloads.

AI accelerationCompute-in-MemoryMoore's law

0 likes · 11 min read

Emerging Trends in Digital Infrastructure: Beyond Moore's Law, Chiplet, and Compute‑in‑Memory

Architects' Tech Alliance

May 15, 2023 · Artificial Intelligence

AI ASIC Landscape: Google TPU Evolution, Intel Habana Gaudi 2, IBM AIU, and Samsung Warboy NPU

The article surveys the rapid entry of leading vendors into the AI ASIC market, detailing Google’s TPU generations, Intel’s acquisition of Habana Labs and the Gaudi 2 chip, IBM’s upcoming AIU, Samsung’s Warboy NPU, and the performance, architectural, and future trends of ASICs for AI inference and training.

AI ASICGaudiTPU

0 likes · 11 min read

AI ASIC Landscape: Google TPU Evolution, Intel Habana Gaudi 2, IBM AIU, and Samsung Warboy NPU

Architects' Tech Alliance

Dec 10, 2022 · Fundamentals

Comprehensive Overview of System-on-Chip (SoC) Architecture, History, and Market Trends

This article provides a detailed introduction to System-on-Chip (SoC) technology, covering its definition, component hierarchy, IP‑core concepts, historical milestones, typical architectures, instruction‑set families, AI‑enabled variants, and current market dynamics across mobile, server, and high‑performance computing domains.

AIHardwareRISC-V

0 likes · 10 min read

Comprehensive Overview of System-on-Chip (SoC) Architecture, History, and Market Trends

DataFunTalk

Dec 1, 2021 · Artificial Intelligence

AI DSA: Architecture Features, Industry Trends, and Software Stack Challenges

The article summarizes Dr. Tang Shan's presentation on AI domain‑specific architectures, covering their background, the explosion of diverse AI hardware designs, and the significant software‑stack challenges that arise from fragmented tools and the need for full‑stack solutions.

AIDSAHardware

0 likes · 14 min read

AI DSA: Architecture Features, Industry Trends, and Software Stack Challenges

Architects' Tech Alliance

Jun 29, 2021 · Artificial Intelligence

Evolution and Future Trends of Automotive Chips for Autonomous Driving

The article reviews the historical shift from CPU‑based ECUs to GPU‑centric and ASIC‑centric automotive processors, analyzes current GPU dominance, examines key industry players, and discusses why ASICs are expected to become the primary solution for future autonomous‑driving chips.

AI hardwareASICGPU

0 likes · 16 min read

Evolution and Future Trends of Automotive Chips for Autonomous Driving

Architects' Tech Alliance

Dec 16, 2020 · Artificial Intelligence

AI Chip Landscape: Architecture, Trends, and Market Players

This article provides a comprehensive overview of the AI chip ecosystem, covering the evolution of GPU, FPGA, ASIC and neuromorphic chips, their performance trade‑offs, key industry players, and the rapid growth of China’s domestic chip manufacturers in the context of deep‑learning demands.

AI chipsASICFPGA

0 likes · 11 min read

AI Chip Landscape: Architecture, Trends, and Market Players

Architects' Tech Alliance

Aug 26, 2020 · Fundamentals

Loongson Abandons All US Technology and Develops the Indigenous LoongArch Instruction Set

Loongson, a leading Chinese chip maker, has announced it will drop all US‑origin technology and create a fully domestic instruction set called LoongArch—compatible with MIPS yet independent—while the article also details the complex history of MIPS licensing, US export restrictions, and the geopolitical pressures shaping China’s push for self‑reliant processor architectures.

LoongArchLoongsonMIPS

0 likes · 12 min read

Loongson Abandons All US Technology and Develops the Indigenous LoongArch Instruction Set