惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

Application and Cybersecurity Blog
Application and Cybersecurity Blog
A
About on SuperTechFans
S
SegmentFault 最新的问题
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
Help Net Security
Help Net Security
有赞技术团队
有赞技术团队
博客园 - 【当耐特】
O
OpenAI News
美团技术团队
月光博客
月光博客
Apple Machine Learning Research
Apple Machine Learning Research
Schneier on Security
Schneier on Security
Webroot Blog
Webroot Blog
Cyberwarzone
Cyberwarzone
Hacker News - Newest:
Hacker News - Newest: "LLM"
Google Online Security Blog
Google Online Security Blog
T
Tenable Blog
S
Security Affairs
博客园_首页
S
Schneier on Security
Security Latest
Security Latest
T
Threat Research - Cisco Blogs
T
Tailwind CSS Blog
大猫的无限游戏
大猫的无限游戏
Spread Privacy
Spread Privacy
量子位
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
K
Kaspersky official blog
Hugging Face - Blog
Hugging Face - Blog
TaoSecurity Blog
TaoSecurity Blog
博客园 - 聂微东
Vercel News
Vercel News
M
MIT News - Artificial intelligence
T
Troy Hunt's Blog
B
Blog
MongoDB | Blog
MongoDB | Blog
Martin Fowler
Martin Fowler
Attack and Defense Labs
Attack and Defense Labs
L
LINUX DO - 最新话题
D
DataBreaches.Net
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
Stack Overflow Blog
Stack Overflow Blog
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
博客园 - Franky
W
WeLiveSecurity
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
F
Fortinet All Blogs
www.infosecurity-magazine.com
www.infosecurity-magazine.com
C
Check Point Blog
H
Hacker News: Front Page

AI demand is so high, AWS customers are trying to buy out its entire capacity | Network World

Cisco: Latest news and insights 2026 network outage report and internet health check Selector targets the network visibility gap in multi-cloud infrastructure AI reshapes cybersecurity workforce priorities as IT teams brace for new risks Top network and data center events of 2026 How AI is transforming network incident response (and where it still falls short) Google opens TPUs to enterprises beyond its own cloud via Blackstone JV AI, cybersecurity skills top IT pay premiums Startup Bolt Graphics promises 5x performance over Nvidia’s best GPU Wireless security is a battle of AI vs. AI NetOps teams look to AI to automate Day 2 operations Digital twins reshape network and data center management Network outages, power failures strain data center resiliency Five takeaways from Cisco's blowout quarter and what it means to customers Cisco to cut nearly 4,000 jobs despite strong growth in AI, enterprise networking Startup SPAN teams with Nvidia to put data center nodes in your backyard Hard drive shortage affecting enterprise storage needs Wi-Fi 8 is closer than you think. Here’s what you need to know Cisco open-sources agentic AI security spec HPE revamps private cloud stack for enterprises rethinking VMware Versa takes aim at fragmented enterprise security with CSPM, orchestration update, and AI agent controls Red Hat opens Ansible to AI agents, within limits Red Hat offers endless Linux support — for a fee Red Hat: Sovereignty is more than just compliance Tech job postings hit three-year high as AI demand fuels hiring rebound HPE memory server targets compute-heavy and agentic AI workloads PCI group begins work on new spec to support bandwidth-hungry apps like AI, HPC Q&A: Quantum physicist Sonia Fernández-Vidal on why classical computing isn't going anywhere OpenAI-led consortium seeks to address AI processing bottlenecks AWS hit by US-East-1 outage after data center thermal event Gluware's Titan rises to meet Mythos network vulnerability challenge AMD launches AI-targeted PCIe cards for current servers Supply constraints, optical advances dominate Arista's Q1 Lumen advances cloud networking vision with $475M Alkira buy HPE bolsters autonomous network operations for Mist, Aruba Central Netskope launches AI agents for SOC and NOC automation Intel, behind in AI chips, bets on quantum and neuromorphic processors Switch storm coming: Gartner forecasts price hikes, long lead times for enterprise data center switches Extreme moves toward autonomous networking with advanced AI agent, management tools Broadcom bets big on VMware Cloud Foundation 9.1 IBM unveils its blueprint to help enterprises run AI at the core of their business Ruckus Networks on the move again, this time acquired by Belden for $1.85 billion AMD and Intel partner to deliver AI performance advancement Cisco grabs Astrix to secure AI agents Beyond the pitch: A look at Atlético Madrid's connected stadium StarlingX 12.0 is right on time for mixed-hardware edge deployments Cisco nerds out: May the Fourth be with your AI assistant Memory shortage and cost surge push enterprises toward the cloud Extreme Networks: Memory advantage, Wi-Fi 7 and competitive flux drive momentum Scenes from the great data center revolt Enterprise Spotlight: Transforming software development with AI When 170,000 people show up: Network refresh readies Churchill Downs for Kentucky Derby IT certification pay surges as noncertified skills slump QuEra claims quantum error correction breakthrough with 2-to-1 qubit ratio HPE expands ProLiant line with rugged edge servers Deconstructing the data center: A massive (and massively liberating) project Cisco bolsters security, AI support in latest SD-WAN release The era of chatbot AIOps is fading as agentic AI gains traction Auvik bets agentic AI can fill the networking skills gap AI data flows force rethink of data center networking at Backblaze Nvidia's 'AI insurance policy' balances immediate and future AI approaches Cirrascale to offer on-prem Google Gemini models Space data-center news: Roundup of extraterrestrial AI endeavors Network jobs watch: Hiring, skills and certification trends Cisco switch aimed at building practical quantum networks How AI is changing copper, fiber networking Almost 40% of data center projects will be late this year, 2027 looks no better It’s the end of set-and-forget security Google bets on workload-specific TPUs with 8t and 8i launch SUSE bets automated migration can break VMware's grip on virtualization How Zero Networks is closing the network enforcement gap for AI agents Cloudflare wants to rebuild the network for the age of AI agents AI fuels wireless talent shortage Broadcom's Facebook friend will help train it to accelerate AI workloads Data centers are costing local governments billions Equinix offering targets automated AI-centric network operations AI shifts IT roles from operator to orchestrator IBM unveils security services for thwarting agentic attacks, automating threat assessment Maine to put brakes on big data centers as AI expansion collides with power limits Satellite backhaul service Globalstar has a new, rich owner amid challenging market conditions DNS security is often inadequate, and network engineers should get more involved Curious about quantum? Check out training options from ISC2, IBM, AWS and more Cisco just made moves to own the AI infrastructure stack Data centers are moving inland, away from some traditional locations Fixing encryption isn't enough. Quantum developments put focus on authentication Intel: Latest news and insights Linux 7.0 debuts with some big changes for networking Intel secures Google cloud and AI infrastructure deal OpenAI puts part of Stargate project on hold over runaway power costs Broadcom strikes chip deals with Google, Anthropic Cisco to acquire Galileo for AI observability Lumen: Upstream network visibility is enterprise security's new front line Yael Nardi joins Minimus as Chief Business Officer to head growth strategy Nvidia Rubin GPUs may be delayed, slowing the next phase of AI infrastructure What is AI networking? How it adds intelligence to your infrastructure Google owns the most AI compute, and it built it its way Aria Networks raises $125M and debuts its approach for AI-optimized networks Intel bets on Terafab to help it reassert itself in the AI chip race New v2 UALink specification aims to catch up to NVLink Cisco joins Anthropic’s multivendor effort to secure AI software
Neoclouds gain momentum in a supply-constrained world
2026-04-09 · via AI demand is so high, AWS customers are trying to buy out its entire capacity | Network World

Neoclouds are starting to gain significant market share, some of the coming at the expense of traditional data center infrastructure providers.

Neoclouds are defined as specialized cloud computing platforms that provide high-performance, GPU-centric infrastructure, primarily to support artificial intelligence (AI) workloads.

They tend to fall into two categories: relatively new startups, or crypto mining firms that are transitioning to being providers of high-performance AI computing services. Among the startups is CoreWeave, Lambda Labs, Crusoe, and Nebius, while the cryptominers-gone-neocloud include Applied Data Centers, IREN, and TeraWulf.

New data from Synergy Research Group shows that neocloud revenues are scaling at an unprecedented pace, reaching $9 billion in Q4—up 223% year-over-year—and exceeding $25 billion for full-year 2025. Synergy forecasts the market will approach $400 billion by 2031, representing a sustained 58% compound annual growth rate.

At that rate of growth, it will come at the expense of traditional cloud services, says John Dinsdale, chief analyst and research director at Synergy. “They are all competing for a slice of the same large pie,” he said. “Neoclouds are more specialized and focused, but in essence they are not doing anything that more traditional cloud providers could not do. And the demand is so big that there is room for both.”

The hardware isn’t all that different between a neocloud and a traditional data center. Neoclouds are GPU-oriented, but still use the same CPU, memory, and storage as a traditional cloud provider. The real difference is that GPU-oriented data centers are much more power dense and all the issues that go with that.

And since they used the same hardware, both neoclouds and traditional cloud providers are subject to the same shortage problem. Component suppliers are reporting significant shortages due to demand for AI data centers and Synergy sees neoclouds also experiencing delays just like traditional cloud providers.

“Demand is currently outstripping supply,” said Dinsmore. “It will take a while before that starts to come into more balance.”

Among neoclouds, CoreWeave stands out as the most direct challenger to traditional hyperscale cloud providers. Meanwhile, OpenAI and Anthropic represent a distinct but increasingly important category, and that is platform-centric providers offering cloud-like access to foundational models and AI development environments.

Synergy says that as demand for AI infrastructure accelerates, neoclouds are positioning themselves as focused alternatives to traditional hyperscale providers such as Amazon, Microsoft and Google.

SUBSCRIBE TO OUR NEWSLETTER

From our editors straight to your inbox

Get started by entering your email address below.