Unpacking Cloudflare Workers CPU Performance Benchmarks
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via blog.cloudflare.com via skeptrune
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via blog.cloudflare.com via skeptrune
The Cloudflare Blog
Unpacking Cloudflare Workers CPU Performance Benchmarks
Cloudflare investigated CPU performance benchmark results for Workers, uncovering and fixing issues in infrastructure, V8 garbage collection, and OpenNext optimizations. These improvements have made Cloudflare Workers faster for all customers.
Old is Gold: Optimizing Single-threaded Applications with Exgen-Malloc
Abstract:Memory allocators hide beneath nearly every application stack, yet their performance footprint extends far beyond their code size. Even small inefficiencies in the allocators ripple through caches and the rest of the memory hierarchy, collectively imposing what operators often call a "datacenter tax". At hyperscale, even a 1% improvement in allocator efficiency can unlock millions of dollars in savings and measurable reductions in datacenter energy consumption. Modern memory allocators are designed to optimize allocation speed and memory fragmentation in multi-threaded environments, relying on complex metadata and control logic to achieve high performance. However, the overhead introduced by this complexity prompts a reevaluation of allocator design. Notably, such overhead can be avoided in single-threaded scenarios, which continue to be widely used across diverse application domains.In this paper, we introduce Exgen-Malloc, a memory allocator purpose-built for single-threaded applications. By specializing for single-threaded execution, Exgen-Malloc eliminates unnecessary metadata, simplifies the control flow, thereby reducing overhead and improving allocation efficiency. Its core design features include a centralized heap, a single free-block list, and a balanced strategy for memory commitment and relocation. Additionally, Exgen-Malloc incorporates design principles in modern multi-threaded allocators, which do not exist in legacy single-threaded allocators such as dlmalloc. We evaluate Exgen-Malloc on two Intel Xeon platforms. Across both systems, Exgen-Malloc achieves a speedup of 1.17x, 1.10x, and 1.93x over dlmalloc on SPEC CPU2017, redis-benchmark, and mimalloc-bench, respectively. In addition to performance, Exgen-Malloc achieves 6.2%, 0.1%, and 25.2% memory savings over mimalloc on SPEC CPU2017, redis-benchmark, and mimalloc-bench, respectively.Comments
via arxiv.org via asb
Abstract:Memory allocators hide beneath nearly every application stack, yet their performance footprint extends far beyond their code size. Even small inefficiencies in the allocators ripple through caches and the rest of the memory hierarchy, collectively imposing what operators often call a "datacenter tax". At hyperscale, even a 1% improvement in allocator efficiency can unlock millions of dollars in savings and measurable reductions in datacenter energy consumption. Modern memory allocators are designed to optimize allocation speed and memory fragmentation in multi-threaded environments, relying on complex metadata and control logic to achieve high performance. However, the overhead introduced by this complexity prompts a reevaluation of allocator design. Notably, such overhead can be avoided in single-threaded scenarios, which continue to be widely used across diverse application domains.In this paper, we introduce Exgen-Malloc, a memory allocator purpose-built for single-threaded applications. By specializing for single-threaded execution, Exgen-Malloc eliminates unnecessary metadata, simplifies the control flow, thereby reducing overhead and improving allocation efficiency. Its core design features include a centralized heap, a single free-block list, and a balanced strategy for memory commitment and relocation. Additionally, Exgen-Malloc incorporates design principles in modern multi-threaded allocators, which do not exist in legacy single-threaded allocators such as dlmalloc. We evaluate Exgen-Malloc on two Intel Xeon platforms. Across both systems, Exgen-Malloc achieves a speedup of 1.17x, 1.10x, and 1.93x over dlmalloc on SPEC CPU2017, redis-benchmark, and mimalloc-bench, respectively. In addition to performance, Exgen-Malloc achieves 6.2%, 0.1%, and 25.2% memory savings over mimalloc on SPEC CPU2017, redis-benchmark, and mimalloc-bench, respectively.Comments
via arxiv.org via asb
I am a programmer, not a rubber-stamp that approves Copilot generated code
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via prahladyeri.github.io by pyeri
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via prahladyeri.github.io by pyeri
Prahlad Yeri - Freelance Programmer and Writer
I am a programmer, not a rubber-stamp that approves Copilot generated code
Today morning, I came across this reddit post titled Completely losing interest in the career due to AI and AI-pilled people. They describe how in a span of just two months, their corporate job went from
When you opened a screen shot of a video in Paint, the video was playing in it
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via devblogs.microsoft.com via abareplace
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via devblogs.microsoft.com via abareplace
Microsoft News
I remember taking a screen shot of a video, and when I opened it in Paint, the video was playing in it! What witchcraft is this?
You copied the green screen.