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deterministic networking

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Architects' Tech Alliance
Architects' Tech Alliance
Aug 14, 2024 · Artificial Intelligence

Network Architecture and Performance Requirements for Training Large-Scale Generative AI Models

The article examines the ultra‑large‑scale, high‑bandwidth, low‑latency, and automated network infrastructure needed for training generative AI models, covering custom network designs, congestion control, deterministic RDMA, topology choices such as Fat‑Tree, and emerging deterministic networking technologies.

Generative AIHigh BandwidthLow Latency
0 likes · 8 min read
Network Architecture and Performance Requirements for Training Large-Scale Generative AI Models
IT Architects Alliance
IT Architects Alliance
Jan 5, 2022 · Fundamentals

Future Network Vision: Three Major Goals, Key Technical Demands, and Design Principles

The article outlines the three major visions for future networks—Universal Connectivity, Compute‑Network Convergence, and Precise Networking—detailing their technical requirements, security and mobility challenges, and the design principles and architectural models needed to achieve them by 2030.

AIMobilitycompute convergence
0 likes · 11 min read
Future Network Vision: Three Major Goals, Key Technical Demands, and Design Principles
Architects' Tech Alliance
Architects' Tech Alliance
Dec 15, 2021 · Fundamentals

Future Network Vision and Design Principles – Summary of the IP Network Evolution Whitepaper

The article outlines the three major visions for future networks—global interconnection, compute‑network convergence, and precision networking—detailing their technical requirements, intrinsic security, mobility management, and design principles, and proposes a layered architecture that extends network capabilities to both ends of applications.

AIIP networkingdeterministic networking
0 likes · 11 min read
Future Network Vision and Design Principles – Summary of the IP Network Evolution Whitepaper