Showing posts with label network. Show all posts
Showing posts with label network. Show all posts

Friday, March 28, 2025

Data Centers Can Slash Power Needs by up to 30% With One small operating system Coding Tweak

This sounds pretty good if confirmed! May improve faster and better machine learning and AI!

"... uncovered inefficiencies in how the Linux operating system (OS) processes network traffic at the kernel level ...

The OS also periodically polls the network to check for incoming packets before an interrupt request fires. This busy polling mechanism minimizes delays in network traffic processing at the cost of CPU power consumption. During low traffic conditions in particular, polling continues even without packets to process, leading to needless energy usage. ...

devised a technique such that busy polling happens during high network traffic periods, with unnecessary interrupt requests suspended. When network traffic dies down, interrupt-based delivery resumes. ...

“We piggyback on existing code in the Linux kernel, and we change the order in which things operate.”

That change led to around 30 lines of reworked code. They tested the functionality and performance of their modifications on different scenarios and workloads, and found that the kernel improvements can decrease power consumption by up to 30 percent. ...

The code has been implemented as part of the Linux kernel release version 6.13 in January. ..."

From the abstract:
"This paper reviews the performance characteristics of network stack processing for communication-heavy server applications. Recent literature often describes kernel-bypass and user-level networking as a silver bullet to attain substantial performance improvements, but without providing a comprehensive understanding of how exactly these improvements come about.
We identify and quantify the direct and indirect costs of asynchronous hardware interrupt requests (IRQ) as a major source of overhead. While IRQs and their handling have a substantial impact on the effectiveness of the processor pipeline and thereby the overall processing efficiency, their overhead is difficult to measure directly when serving demanding workloads.
This paper presents an indirect methodology to assess IRQ overhead by constructing preliminary approaches to reduce the impact of IRQs. While these approaches are not suitable for general deployment, their corresponding performance observations indirectly confirm the conjecture.
Based on these findings, a small modification of a vanilla Linux system is devised that improves the efficiency and performance of traditional kernel-based networking significantly, resulting in up to 45% increased throughput without compromising tail latency. In case of server applications, such as web servers or Memcached, the resulting performance is comparable to using kernel-bypass and user-level networking when using stacks with similar functionality and flexibility."

Cut Data Center Energy by 30% with This Simple Hack - IEEE Spectrum "Reworking 30 lines of Linux code could cut power use by up to 30 percent"

Wednesday, October 27, 2021

Intel partners with Google to deploy first application-specific integrated circuit-based GPU

Good news! Anew category of computer chip!

"... First announced this summer at Intel’s Architecture Day, Mount Evans pairs up to four Xeon CPUs with packet processing technology developed by Barefoot Networks, a networking startup Intel acquired in 2019. The IPU also packs up to sixteen Arm Neoverse N1 cores running as fast as 3Ghz as well as I/O interfaces, caches, and three dual-mode LPDDR4 controllers with 102Gbps of memory bandwidth. ...
“This ASIC supports many existing use cases including vSwitch offload, firewalls, virtual routing,” and telemetry functions, while supporting up to 200 million packets per second and up to 16 million secure connections ... “The Mount Evans IPU emulates NVMe devices at very high input and output operations per second (IOPS) rates by leveraging and extending the Intel Optane NVMe controller. The same Intel infrastructure OS that runs on FPGA-based IPUs will run on Mount Evans as well. Additional technology innovations in the Mount Evans IPU are a next-generation reliable transport protocol, co-innovated with [Google] to solve the long-tail latency problem on lossy networks, and our advanced crypto and compression accelerators.” ..."

Intel partners with Google to deploy 'Mount Evans' ASIC-based GPU | VentureBeat