hardware selection

Bilibili Tech

Dec 31, 2024 · Cloud Computing

Design and Implementation of Bilibili AI Compute Network: Topology, Hardware Selection, Load Balancing, and Monitoring

Bilibili designed and deployed an AI compute network for large language model training, choosing a Fat-Tree topology, selecting high‑speed switches, optical modules, and fibers, implementing fixed‑path load balancing, and building a sub‑second telemetry monitoring platform, with plans to scale to ten‑thousand GPUs.

AI compute networkFat-Tree topologyhardware selection

0 likes · 17 min read

Design and Implementation of Bilibili AI Compute Network: Topology, Hardware Selection, Load Balancing, and Monitoring

Architects' Tech Alliance

Oct 24, 2023 · Fundamentals

Understanding CPU, GPU, and Graphics Card Performance Ladder Charts (2023)

This article explains how CPU core count, clock speed, and cache, as well as GPU shader count, frequency, memory bandwidth, and graphics‑card memory size and interface affect performance, and shows 2023 desktop and laptop performance ladder charts to help users compare and choose the right hardware.

GPUGraphics CardPerformance Benchmark

0 likes · 5 min read

Understanding CPU, GPU, and Graphics Card Performance Ladder Charts (2023)

Full-Stack Internet Architecture

Sep 9, 2020 · Fundamentals

Server Hardware Basics: Servers, CPUs, Memory, Disk, and Network Cards

This article provides a comprehensive overview of server hardware fundamentals, covering server form factors, motherboard architecture, selection criteria, major vendors, CPU concepts and performance, NUMA, memory specifications, disk throughput and IOPS, as well as network card types and bonding modes.

NUMAServer Hardwarecpu

0 likes · 13 min read

Server Hardware Basics: Servers, CPUs, Memory, Disk, and Network Cards

Architects' Tech Alliance

Aug 16, 2017 · Fundamentals

Choosing the Right SSD Grade: A Technical Guide to NAND Types and Industrial, Commercial, OEM, and Consumer Levels

The article explains how SSD durability varies under high‑power, high‑temperature workloads, outlines the differences among SLC, pSLC, MLC, and TLC NAND, and advises OEM designers on selecting the appropriate industrial, commercial, OEM, or consumer‑grade SSD for reliable long‑term operation.

NANDSSDhardware selection

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Choosing the Right SSD Grade: A Technical Guide to NAND Types and Industrial, Commercial, OEM, and Consumer Levels

Qunar Tech Salon

Apr 26, 2017 · Artificial Intelligence

Choosing the Right GPU for Deep Learning: Performance, Cost, and Practical Recommendations

This article reviews how GPU memory bandwidth, architecture, and price affect deep‑learning workloads, compares popular NVIDIA models and alternatives, discusses multi‑GPU scaling, and provides practical guidance for selecting the most suitable GPU for various budgets and use cases.

BudgetCUDADeep Learning

0 likes · 14 min read

Choosing the Right GPU for Deep Learning: Performance, Cost, and Practical Recommendations

Architecture Digest

Feb 18, 2017 · Information Security

Enterprise IT Infrastructure Planning and Network Security Architecture Proposal

This document outlines a comprehensive enterprise IT infrastructure plan covering network topology, hardware selection, security measures, VPN solutions, and wireless deployment to support a growing organization with minimal operational overhead and high reliability.

IT infrastructureVPNWireless Deployment

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Enterprise IT Infrastructure Planning and Network Security Architecture Proposal