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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 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 Neoclouds gain momentum in a supply-constrained world 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
Linux 7.0 debuts with some big changes for networking
by Sean Michael Kerner Contributing Writer · 2026-04-13 · via AI demand is so high, AWS customers are trying to buy out its entire capacity | Network World

Why Linux 7's quiet TCP change could be the best thing to happen to your network.

The Linux 7.0 kernel is now out, and it’s one of the most impactful releases in years for networking professionals.

The Linux kernel is the core of a Linux operating system distribution. Linux is commonly used as a foundation for operating systems in the cloud and as a base for networking. While the 7.0 designation is a big number, Linux creator Linus Torvalds iterates to major version numbers on a somewhat less precise basis, often arbitrarily jumping to a new number after a prior series gets too high. 

“We have a new major number purely because I’m easily confused and not good with big numbers,” Torvalds wrote.

That said, for networking professionals Linux 7.0 includes a host of enhancements that are noteworthy. Key improvements include:

  • Accurate Explicit Congestion Notification (AccECN) now default
  • UDP performance boost
  • IPv6 enhancements
  • CAKE MQ (Common Applications Kept Enhanced) network scheduler integration

Network signal congestion gets a fix with AccECN

AccECN support is now in Linux by default, which is intended to provide better TCP congestion handling.

When networks get congested, routers traditionally respond by dropping packets, forcing senders to detect the loss and slow down. Explicit Congestion Notification (ECN) improved on this in 2001 by allowing routers to signal congestion without dropping packets, reducing retransmissions and smoothing performance for high-bandwidth applications like video streaming.

The problem is that the existing ECN is too blunt. It’s a situation that AccECN looks to fix. “ECN was originally specified for TCP in such a way that only one feedback signal can be transmitted per Round-Trip Time,” the IETF draft specification for AccECN states.

For basic congestion control that was enough, but modern high-speed protocols need to know how much congestion is occurring, not just whether it happened. AccECN goes much further.

Classic ECN only tells the sender that congestion happened. AccECN tells it exactly how much. That distinction lets senders fine-tune their response instead of just  slowing down at the first sign of trouble.

UDP benefits from a timing boost

TCP traffic isn’t the only networking traffic that is getting a boost.

The Linux 7.0 kernel includes a notable optimization to the network stack’s timekeeping mechanism, specifically addressing performance bottlenecks in high-speed UDP traffic.

The kernel now reduces the overhead associated with function calls on critical hot paths. This change is particularly significant because compilers often fail to automate this optimization across the boundary between the core kernel and network drivers compiled as modules. 

The practical impact of this change was verified by Google engineers through stress tests on 100 Gbps network interfaces, where it delivered a 12.3% increase in UDP receive throughput. 

This improvement stems from the increasing reliance on hardware timestamps for modern transport protocols, which can trigger this specific code path over 100 million times per second on busy servers. By eliminating the call overhead for every packet, the patch significantly lowers CPU cycles per packet, enabling higher line-rate processing for data-intensive applications.

More CAKE for Linux

CAKE (Common Applications Kept Enhanced) is a network scheduler built into the Linux kernel that manages how packets are queued and sent out across a network interface.

While CAKE has been effective for years, the problem is that CAKE was always tied to a single CPU core. As network interfaces have scaled up, one CPU core isn’t enough to keep up with enforcing shaping rules at line rate.

Linux 7.0 addresses this with cake_mq, a new multi-queue variant developed by Red Hat engineers. Rather than running a single CAKE instance, cake_mq installs a CAKE instance on each hardware queue of the interface, spreading the processing load across multiple CPU cores.

IPv6 improvements


Linux has long supported IPv6, though it’s an area that is still improving as operators increasingly identify issues.

One of the most impactful changes in the 7.0 networking stack is the optimization of the IPv6 TCP output path to cache flow information. This update targets high-performance environments by reducing the overhead of recalculating flow data for every outgoing packet.

The Linux 7.0 kernel also addresses a long-standing routing inconsistency between IPv4 and IPv6 with so-called next hop device mismatches. What that means is that the Linux kernel is now smarter at handling cases in IPv6 where the next hop in the network path is reached through a different virtual or physical path than expected. It stops the kernel from throwing an error and dropping a connection just because the next stop device doesn’t perfectly match the internal routing table’s rules. 

The nexthop improvement is intended to help prevent dropped packets in complex software-defined networking (SDN) environments and container mesh networks.

While Linux 7.0 is now generally available, it will take some time until it is adopted and fully implemented by Linux distributions.

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