BestHub
Sign in
Tagged articles

Compute

25 articles · Page 1 of 1
Architects' Tech Alliance
Architects' Tech Alliance
Jul 10, 2026 · Industry Insights

China’s 2026 Domestic Compute Power Leaders: Top 30 Companies and Market Trends

In 2026 China's domestic compute capacity will shift from pilot substitution to large‑scale commercial use, driven by national network projects, East‑West computing phase II and mandatory domesticisation, resulting in three parallel technology routes, layered market segmentation, full‑stack autonomy requirements, booming peripheral components, and a rapid move toward compute‑as‑a‑service.

2026ChinaCompute
0 likes · 5 min read
China’s 2026 Domestic Compute Power Leaders: Top 30 Companies and Market Trends
Architects' Tech Alliance
Architects' Tech Alliance
May 21, 2026 · Industry Insights

How SpaceX’s IPO Leverages Starlink Cash to Fuel Rockets and AI

SpaceX filed an IPO seeking up to $75 billion at a $2 trillion valuation, revealing three revenue streams—Starlink’s booming profits, rocket operations funded by Starlink cash, and a loss‑heavy AI compute business that rents massive GPU clusters to rivals—while Elon Musk retains 85% voting control through a dual‑class share structure.

Artificial IntelligenceComputeDual‑class Shares
0 likes · 8 min read
How SpaceX’s IPO Leverages Starlink Cash to Fuel Rockets and AI
SuanNi
SuanNi
May 18, 2026 · Artificial Intelligence

Alexandr Wang on Meta: Superintelligence, AI’s Unfinished Endgame

In a candid Core Memory podcast, Alexandr Wang explains why he left Scale AI for Meta, outlines the three guiding principles of Meta’s Superintelligence Labs, discusses compute stratification, evaluates the Muse Spark model as an appetizer, and argues that the AI endgame is far from over while stressing model welfare and safety.

AI StrategyAI safetyAlexandr Wang
0 likes · 19 min read
Alexandr Wang on Meta: Superintelligence, AI’s Unfinished Endgame
ITPUB
ITPUB
Apr 22, 2026 · Industry Insights

Amazon Invests $5B for $100B Compute Deal with Anthropic Amid AI Arms Race

Amazon has pledged an additional $5 billion to Anthropic, bringing its total investment to $13 billion and promising up to $100 billion in compute capacity over the next decade, while both firms and OpenAI race to diversify infrastructure, secure multi‑cloud partnerships, and out‑spend rivals in the accelerating AI arms race.

AIAmazonAnthropic
0 likes · 10 min read
Amazon Invests $5B for $100B Compute Deal with Anthropic Amid AI Arms Race
SuanNi
SuanNi
Apr 1, 2026 · Industry Insights

Why OpenAI’s $122B Funding Round Signals a New AI Super‑Scale Era

OpenAI’s unprecedented $122 billion financing round, combined with record user growth, soaring revenues, expansive compute investments, and a vision for an AI super‑app, illustrates a self‑reinforcing flywheel that is reshaping the AI industry and positioning the company near a trillion‑dollar valuation.

AI SuperappAI fundingCompute
0 likes · 11 min read
Why OpenAI’s $122B Funding Round Signals a New AI Super‑Scale Era
DataFunTalk
DataFunTalk
Oct 15, 2025 · Artificial Intelligence

Why OpenAI’s Massive AI Infrastructure Bet Could Redefine Computing

The article analyzes OpenAI’s recent strategic partnerships and massive AI infrastructure investments, detailing multi‑gigawatt data‑center plans, chip collaborations, soaring energy demands, and the broader implications for AI as the next global infrastructure platform.

AI chipsAI infrastructureCloud Computing
0 likes · 9 min read
Why OpenAI’s Massive AI Infrastructure Bet Could Redefine Computing
Refining Core Development Skills
Refining Core Development Skills
Sep 11, 2025 · Fundamentals

How Kepler Boosted GPU Performance: Architecture, Specs, and Compute Power

This article examines NVIDIA's Kepler GPU architecture, highlighting its 28 nm process, increased transistor count, expanded CUDA core count, PCIe 3.0 support, enhanced memory hierarchy, new compute units, scheduling improvements like Hyper‑Q, and performance metrics of the Tesla K20X, illustrating the substantial gains over previous generations.

CUDAComputeGPU
0 likes · 13 min read
How Kepler Boosted GPU Performance: Architecture, Specs, and Compute Power
Architects' Tech Alliance
Architects' Tech Alliance
Jul 6, 2025 · Fundamentals

Mastering Data Center Essentials: 100 Core Concepts You Must Know

This comprehensive guide walks you through 100 essential data‑center concepts—from basic definitions, tier standards, and modular design to networking layers, storage architectures, compute resources, security measures, operational practices, energy efficiency, emerging technologies, and industry ecosystem—providing a complete knowledge framework for modern digital infrastructure.

ComputeData CenterInfrastructure
0 likes · 21 min read
Mastering Data Center Essentials: 100 Core Concepts You Must Know
MaGe Linux Operations
MaGe Linux Operations
Aug 2, 2024 · Cloud Computing

Understanding OpenStack Core Services: Keystone, Glance, Nova, Neutron & More

This article explains the essential OpenStack components—Keystone for identity, Glance for image services, Nova for compute, Neutron for networking, Placement, and related services—detailing their roles, interactions, and workflow, helping readers grasp how each piece fits into a functional cloud environment.

Cloud ComputingComputeNetworking
0 likes · 15 min read
Understanding OpenStack Core Services: Keystone, Glance, Nova, Neutron & More
Architects' Tech Alliance
Architects' Tech Alliance
Jun 22, 2024 · Artificial Intelligence

Rising Compute Demand of Generative AI Models and GPU Accelerator Trends in 2024

The article analyzes how generative AI models from GPT‑1 to the upcoming GPT‑5 are driving exponential growth in compute requirements, prompting massive cloud capital expenditures and intense competition among GPU vendors such as NVIDIA, AMD, Google, and emerging domestic chip makers, while also highlighting interconnect innovations and cost‑effective solutions.

AIAcceleratorsCompute
0 likes · 12 min read
Rising Compute Demand of Generative AI Models and GPU Accelerator Trends in 2024
DataFunTalk
DataFunTalk
Oct 17, 2023 · Databases

Evolution of MatrixOne: From NewSQL MPP to a Modern HTAP Architecture

This article details the evolution of the open‑source distributed database MatrixOne, describing its early NewSQL/MPP design, the scalability, performance and cost challenges it faced, and the architectural redesign that introduced decoupled compute, transaction, and storage layers with HTAP support using TAE, S3, and Logtail.

ComputeHTAPMatrixOne
0 likes · 20 min read
Evolution of MatrixOne: From NewSQL MPP to a Modern HTAP Architecture
Architects' Tech Alliance
Architects' Tech Alliance
Sep 29, 2023 · Artificial Intelligence

AI Compute Landscape: GPUs, Networking, and Storage

The article analyzes the AI compute ecosystem—highlighting GPUs as the core engine, network bandwidth as a bottleneck, and storage memory walls—while also promoting comprehensive server and storage e‑books for deeper technical insight.

AIComputeE‑book
0 likes · 4 min read
AI Compute Landscape: GPUs, Networking, and Storage
Architects' Tech Alliance
Architects' Tech Alliance
Jun 14, 2023 · Artificial Intelligence

AI Compute Landscape: GPUs, Network, and Storage as Core Engines

The article analyzes how large language models like ChatGPT are reshaping the software ecosystem by positioning AI compute—driven by GPUs, high‑speed networking, and advanced storage solutions such as HBM and 3D‑stacked memory—as the foundational engine for future information systems, highlighting current market trends and technical challenges.

AIComputeGPU
0 likes · 4 min read
AI Compute Landscape: GPUs, Network, and Storage as Core Engines
StarRing Big Data Open Lab
StarRing Big Data Open Lab
Jan 6, 2023 · Big Data

Designing a Unified Enterprise Data Storage and Compute Platform

This article explains how enterprises can build a unified data storage and compute foundation, covering strategic goals, functional and architectural requirements, and the layered design of business support, storage‑compute, and resource management to enable scalable, secure, and high‑performance data platforms.

ComputeEnterprise Architecturedata platform
0 likes · 15 min read
Designing a Unified Enterprise Data Storage and Compute Platform
Top Architect
Top Architect
Jan 4, 2023 · Cloud Computing

Diskless Architecture for Modern Data Centers: Challenges, Technologies, and Industry Practices

The article outlines the evolution of data‑center architectures, identifies capacity, efficiency, and performance challenges of traditional storage‑compute models, and presents the emerging Diskless architecture—leveraging DPU, CXL, RDMA, and high‑throughput networking—to achieve decoupled, pool‑based resources and improve overall data‑center utilization.

CXLComputeDPU
0 likes · 12 min read
Diskless Architecture for Modern Data Centers: Challenges, Technologies, and Industry Practices
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Nov 9, 2022 · Mobile Development

Using Isolates and the compute Function in Flutter to Offload Heavy Computation

This article explains how to prevent UI blocking in Flutter by moving intensive calculations to background isolates using the compute helper and raw Isolate APIs, demonstrates code examples for task execution, progress reporting, and inter‑isolate communication, and discusses performance considerations and best practices.

ComputeDARTflutter
0 likes · 15 min read
Using Isolates and the compute Function in Flutter to Offload Heavy Computation
Architects' Tech Alliance
Architects' Tech Alliance
Aug 1, 2022 · Fundamentals

Specialized Data Processor (DPU) Performance Benchmark Methodology and Implementation

The whitepaper introduces a comprehensive DPU performance benchmark methodology, detailing evaluation criteria across network, storage, compute, and security dimensions, and provides guidance on building test systems, selecting workloads, and designing metrics to enable fair, open, and objective assessment of diverse DPU products.

ComputeDPUnetwork
0 likes · 10 min read
Specialized Data Processor (DPU) Performance Benchmark Methodology and Implementation
Architects' Tech Alliance
Architects' Tech Alliance
Dec 21, 2019 · Fundamentals

GPU Overview, Usage Methods, and Virtualization Technologies

This article explains the definition and history of GPUs, why dedicated graphics processors are needed, how they are accessed through graphics libraries and vendor APIs such as OpenGL, DirectX, CUDA and OpenCL, and describes various GPU virtualization techniques including virtual graphics cards, passthrough, and vCUDA with their client‑server‑manager architecture.

CUDAComputeGPU
0 likes · 20 min read
GPU Overview, Usage Methods, and Virtualization Technologies
iQIYI Technical Product Team
iQIYI Technical Product Team
Apr 4, 2019 · Artificial Intelligence

Principles, Methodology, and Tools for Machine Learning Performance Optimization

The article presents a systematic, top‑down methodology for machine‑learning performance optimization—covering principles, benchmark‑driven loops, foundational hardware and software checks, profiling tools, throughput and latency metrics, and practical techniques for IO, compute, mixed‑precision, and distributed training to maximize resource utilization.

ComputeDistributed TrainingIO
0 likes · 22 min read
Principles, Methodology, and Tools for Machine Learning Performance Optimization