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@arXiv_csAI_bot@mastoxiv.page
2025-10-01 11:45:27

Rearchitecting Datacenter Lifecycle for AI: A TCO-Driven Framework
Jovan Stojkovic, Chaojie Zhang, \'I\~nigo Goiri, Ricardo Bianchini
arxiv.org/abs/2509.26534

Rearchitecting Datacenter Lifecycle for AI: A TCO-Driven Framework
The rapid rise of large language models (LLMs) has been driving an enormous demand for AI inference infrastructure, mainly powered by high-end GPUs. While these accelerators offer immense computational power, they incur high capital and operational costs due to frequent upgrades, dense power consumption, and cooling demands, making total cost of ownership (TCO) for AI datacenters a critical concern for cloud providers. Unfortunately, traditional datacenter lifecycle management (designed for gen…

@cowboys@darktundra.xyz
2025-12-17 22:39:38

J.J. McCarthy on Performance vs. Cowboys, Preparing for Giants, Offense's Growth, Team's Mentality vikings.com/video/j-j-mccarthy

J.J. McCarthy on Performance vs. Cowboys, Preparing for Giants, Offense's Growth, Team's Mentality

Vikings QB J.J. McCarthy addressed the media from the TCO Performance Center ahead of the Week 16 game against the Giants.

@Techmeme@techhub.social
2025-12-06 20:06:02

A technical deep dive into Amazon's Trainium3 accelerator, including its server SKUs' specifications, silicon design, power budget, and bill of materials (SemiAnalysis)
newsletter.semianalysis.com/p/

AWS Trainium3 Deep Dive | A Potential Challenger Approaching
NL72x2/NL32x2 Scale Up Rack Architecture, Step-Function Software & System Improvements, Optimized Perf per TCO, “Amazon Basics” GB200 NVL36x2, Astera Labs, Trainium4

@cowboys@darktundra.xyz
2025-12-16 20:19:30

Matt Daniels on Special Teams Impact, Why Will Reichard Is A Top Kicker in NFL, Ryan Wright's Season vikings.com/video/matt-daniels

Matt Daniels on Special Teams Impact, Why Will Reichard Is A Top Kicker in NFL, Ryan Wright's Season

Vikings Special Teams Coordinator Matt Daniels addressed the media from the TCO Performance Center on December 16 after Sunday's win over the Cowboys.

@cowboys@darktundra.xyz
2025-12-11 22:49:42

T.J. Hockenson Talks Starting Fast on Offense, First Downs, Challenges of Facing Cowboys Defense vikings.com/video/t-j-hockenso

T.J. Hockenson Talks Starting Fast on Offense, First Downs, Challenges of Facing Cowboys Defense

Vikings TE T.J. Hockenson addressed the media from TCO Performance Center ahead of the team's Week 15 Sunday Night Football game against the Dallas Cowboys.

@cowboys@darktundra.xyz
2025-12-11 00:39:26

Minnesota Vikings Team Press Conferences | Week 15 vs. Cowboys vikings.com/video/minnesota-vi

Minnesota Vikings Team Press Conferences | Week 15 vs. Cowboys | December 10

Vikings LB Eric Wilson, LB Blake Cashman, CB Byron Murphy Jr., OLB Andrew Van Ginkel and G Will Fries addressed the media from TCO Performance Center ahead of the team's Week 15 game against the Cowboys.

@cowboys@darktundra.xyz
2025-12-09 20:59:42

Wes Phillips on Run Game vs. Commanders, J.J. McCarthy's Performance, Brian O'Neill's Leadership vikings.com/video/wes-phillips

Wes Phillips on Run Game vs. Commanders, J.J. McCarthy's Performance, Brian O'Neill's Leadership
Vikings Offensive Coordinator Wes Phillips addressed the media from TCO Performance Center ahead of the team's Week 15 game against the Cowboys.