Published on: 2025-06-11 16:24:56
Enhancing MySQL: Performance, Stability, and High Availability To better serve MySQL users, we have optimized MySQL 8.0 comprehensively. The specific optimizations include improvements to InnoDB storage engine scalability, redo log optimization, resolution of the join performance degradation issue since version 8.0.28, optimized hash join cost model (MySQL 8.0.42+) for better execution plans, mitigation of bulk insert performance issues, resolution of performance degradation issues in certain s
Keywords: high mysql optimization performance version
Find related items on AmazonPublished on: 2025-06-10 21:03:12
TL;DR We have some very fast AI-generated kernels in pure CUDA-C without using libraries and DSLs such as CUTLASS and Triton. They are performing close to or in some cases even beating the standard expert-optimized production kernels shipped in PyTorch. Some of our highlighted results: Matmul (FP32): 101.3% performance of FP32 torch.matmul; problem size: 4096x4096 square matrices performance of FP32 torch.matmul; problem size: 4096x4096 square matrices Conv2D: 179.9% performance of FP32 torch
Keywords: kernel memory optimization performance reference
Find related items on AmazonPublished on: 2025-06-11 13:05:57
One of my more frequent rants, both online and in person, is the danger posed by the "fast-math" compiler flag. While these rants may elicit resigned acknowledgment from those who already understand the dangers involved, they do little to help those who don't. So given the remarkable paucity of writing on the topic (including the documentation of the compilers themselves), I decided it would make a good inaugural topic for this blog. It's a compiler flag or option that exists in many languages
Keywords: arr compiler fast math optimizations
Find related items on AmazonPublished on: 2025-07-10 04:28:00
In context: Google researcher and reverse engineer "LaurieWired" recently posed a thought-provoking thread on X: What would happen after a CPU manufacturing apocalypse? How would the tech world respond to a future without newer, faster processors? Programming and optimization legend John Carmack offered an equally compelling answer. LaurieWired proposes the idea of a "Zero Tape-out Day" (Z-Day), an event causing manufacturers to stop producing new silicon designs. Considering the existing suppl
Keywords: carmack computing hardware lauriewired optimization
Find related items on AmazonPublished on: 2025-08-03 23:29:44
Why performance optimization is hard work April 29, 2025 I’m not talking about skill, knowledge, or convincing a world focused on radical acceleration that optimization is necessary. Performance optimization is hard because it’s fundamentally a brute-force task, and there’s nothing you can do about it. This post is a bit of a rant on my frustrations with code optimization. I’ll also try to give actionable advice, which I hope enchants your experience. ComposabilityCertain optimizations can o
Keywords: code don like optimization work
Find related items on AmazonPublished on: 2025-08-04 14:29:44
Why performance optimization is hard work April 29, 2025 I’m not talking about skill, knowledge, or convincing a world focused on radical acceleration that optimization is necessary. Performance optimization is hard because it’s fundamentally a brute-force task, and there’s nothing you can do about it. This post is a bit of a rant on my frustrations with code optimization. I’ll also try to give actionable advice, which I hope enchants your experience. ComposabilityCertain optimizations can o
Keywords: code don like optimization work
Find related items on AmazonPublished on: 2025-08-11 07:56:45
At the same time, hosted services like generative AI and tailored industry solutions can help companies quickly launch applications and grow the business. To get the most out of these services, companies are turning to cloud optimization—the process of selecting and allocating cloud resources to reduce costs while maximizing performance. But despite all the interest in the cloud, many workloads remain stranded on-premises, and many more are not optimized for efficiency and growth, greatly limit
Keywords: ai cloud content optimization review
Find related items on AmazonPublished on: 2025-08-28 04:33:38
On Friday, Feb 7, 2025 we had an incident with our Next.js web app hosted on Vercel that could've cost us $7,000 if we didn't notice it in time. We had a spike in LLM bot traffic coming from Amazonbot, Claudebot, Meta and an unknown bot. Together they sent 66.5k requests to our site within a single day. Bots scraped thousands of images that used Vercel's Image Optimization API, which cost us $5 per 1k images. The misconfiguration on our side combined with the aggressive bot traffic created an
Keywords: bots image images optimization podcast
Find related items on AmazonPublished on: 2025-10-13 08:32:26
An Attempt to Catch Up with JIT Compilers: The False Lead of Optimizing Inline Caches Aurore Poirier , Erven Rohou , and Manuel Serrano The Art, Science, and Engineering of Programming, 2025, Vol. 10, Issue 1, Article 6 Submission date: 2024-10-01 Publication date: 2025-02-15 DOI: https://doi.org/10.22152/programming-journal.org/2025/10/6 Full text: PDF Abstract Context: Just-in-Time (JIT) compilers are able to specialize the code they generate according to a continuous profiling of the
Keywords: 10 aot compilers dbm optimization
Find related items on AmazonPublished on: 2025-10-15 02:03:42
When mechanical and structural engineers design machines, bridges, and buildings, they calculate loads, stresses, and deformation of metal, steel, concrete, glass, wood, and plastic to find the optimal geometry that bears loads with the minimum cost of material. Designing for relatively hard materials that do not deform too much is commonly handled by software that calculates and optimizes structures using mathematical models that are well understood and easily applied. But there is an expandi
Keywords: materials optimization problems shape soft
Find related items on AmazonGo K’awiil is a project by nerdhub.co that curates technology news from a variety of trusted sources. We built this site because, although news aggregation is incredibly useful, many platforms are cluttered with intrusive ads and heavy JavaScript that can make mobile browsing a hassle. By hand-selecting our favorite tech news outlets, we’ve created a cleaner, more mobile-friendly experience.
Your privacy is important to us. Go K’awiil does not use analytics tools such as Facebook Pixel or Google Analytics. The only tracking occurs through affiliate links to amazon.com, which are tagged with our Amazon affiliate code, helping us earn a small commission.
We are not currently offering ad space. However, if you’re interested in advertising with us, please get in touch at [email protected] and we’ll be happy to review your submission.