New MinIO NVMe Benchmark: 2.6Tbps on GET and 1.6Tbps on Write
Our latest NVMe benchmarks shatter our previous record - pushing 2.6Tbps on Reads. Learn how to test yourself using Speedtest and AWS bare metal instances.| MinIO Blog
Our latest NVMe benchmarks shatter our previous record - pushing 2.6Tbps on Reads. Learn how to test yourself using Speedtest and AWS bare metal instances.| MinIO Blog
There are many great things within the theme which are the cause of its popularity. The biggest factor is the appearance of the theme; it disrupts theme design clichés without being unprofessional. The different possible color combinations are also being appreciated by many companies. The theme continues to rise in popularity and many other companies have expressed an interest in deploying it on their new websites. The creators of the theme are happy with the response and have vowed to creat...| Tinnelly Law
Adobe released version 25.2 for both Premiere Pro and After Effects, introducing new features, performance updates, and workflow improvements.| Puget Systems
Just keeping track of stuff with my old and new VR PC.| busybee
Discover which excels in our 'RAG vs CAG' benchmark test, analyzing scalability and accuracy of CustomGPT.ai and KV-Cache.| CustomGPT
AI training workloads primarily read data, and lots of it. So naturally, for most of our previous blogs and benchmarks we’ve focused heavily on GET performance. However, for any storage solution, the ability to add and modify data - and do it reliably and efficiently - is also critically important. In this article we’ll look at some performance benchmarks and options for getting data into AIStore.| AIStore
Deep Cogito has released Cogito v2, a new family of open-source AI models that sharpen their own reasoning skills.| AI News
We set out to compare the major Google Search API providers to see who is the fastest. Long story short, SerpApi is still the fastest.| SerpApi
When you optimize the CPU time of a transactional database management system, it comes down to one question an even faster read path, with no manual tuning required.| OrioleDB Blog
In this blog post presented on the Character.AI research blog, we explain two techniques that are important for using FlashAttention-3 for inference: in-kernel pre-processing of tensors via warp specialization and query head packing for MQA/GQA.| Colfax Research
Since our last public update, OrioleDB has continued to evolve with a series of new releases. These updates refine the core engine, extend functionality, and improve performance across a range of workloads. Together, they move us closer to a beta release and lay the groundwork for broader adoption.| OrioleDB Blog
Forget the benchmarks – the best way to track AI's capabilities is to watch which decisions experts delegate to AI.| Drew Breunig
For a long time now, PostgreSQL has had an extensible Index Access Method API (called AM), which has stood the test of time and enabled numerous robust extensions to provide their own index types. For example: rum, pgvector, bloom, zombodb and others. PostgreSQL 12 introduced the Table AM API, promising equivalent flexibility for table access methods.| OrioleDB Blog
OrioleDB is a storage extension for PostgreSQL which uses PostgreSQL's pluggable storage system. Designed as a drop-in replacement for PostgreSQL's existing Heap storage, OrioleDB aims to overcome scalability bottlenecks and fully utilize modern hardware capabilities. By integrating seamlessly with PostgreSQL, it offers improved performance, efficiency, and scalability without sacrificing the robustness and reliability that PostgreSQL is known for.| OrioleDB Blog
Recent developments in ClickHouse® and Project Antalya elevate Iceberg support to a new level - matching and in some cases outperforming MergeTree, while enabling cheap object storage and scalable, shared data systems. The post The Future Has Arrived: Parquet on Iceberg Finally Outperforms MergeTree appeared first on Altinity | Run open source ClickHouse® better.| Altinity
Adobe’s is making changes to Premiere Pro to block HEVC exports via scripts. This is forcing us to remove the HEVC encoding tests from PugetBench.| Puget Systems
Every organization makes some mistakes, so an important area of loyalty is the willingness of customers to forgive them. That’s why Temkin Group has been measuring forgiveness for several years in the U.S. This year we’re publishing the 2017 Temkin Forgiveness Ratings, UK, which evaluates 157 companies across 16 industries based on a survey of 5,000 […]| Customer Experience Matters®
We just published a Temkin Group report, Employee Engagement Competency & Maturity, 2017. Here’s the executive summary of this annual review of employee engagement activities, competencies, and maturity levels for large companies: Engaged employees are critical assets to their organization. It’s not surprising, therefore, that customer experience leaders have more engaged employees than their peers. To […]| Customer Experience Matters®
A comment (thanks, Erik!) on my Raspberry Pi microSD Card Review asked about the performance of…| bret.dk
In the last weeks / months, I have been working on understanding / improving MySQL startup with many tables. I already wrote five posts on the subject, they are listed below. In this post, I use the knowledge we gained in the previous two posts to show the interest of tuning InnoDB Tablespace Duplicate Check Threads, making startup 30% in one case (2:28 vs. 3:33) and 5% in| J-F Gagné's MySQL Blog
In the last weeks / months, I have been working on understanding / improving MySQL startup with many tables. I already wrote four posts on the subject, they are listed below. In this post, I use the system analysis of the previous post to revisit the light optimization on EBS volumes. With this analysis, I am able to determine why the previous tests did not show| J-F Gagné's MySQL Blog
In the last weeks / months, I have been working on understanding / improving MySQL startup with many tables. I already wrote two posts on the subject, the links are below. So far, I did not share what brought my attention to this, and it is the subject of this post. Also, and because it is related, I come back to the optimization / contribution I already made on| J-F Gagné's MySQL Blog
I have been scratching my head about MySQL startup for some time. There is much to say about this, and many other posts will probably follow. For now, it is enough to know that with many tables (millions) the startup of MySQL 8.0+ (including 8.0, 8.4 and 9.0) is suboptimal (to say the least). With very little changes, I was able to speed it up, from 2:39 to 1:09 (1 minute and 9| J-F Gagné's MySQL Blog
The launch of the Radeon RX 9070 series comes at a pivotal moment for AMD. Following RDNA 3’s underwhelming performance, the RDNA 4 lineup carries the hopes of mainstream PC gamers. NVIDIA’s RTX 40 and 50 series pricing highlights the consequences of a near-monopoly, making AMD’s return to competitiveness critical. While AMD’s GPU market share …| PC Optimized Settings
by Margaret Hagan, Executive Director of the Legal Design Lab Measuring What Matters: A Quality Rubric for Legal AI Answers As more people turn to AI for legal advice, a pressing issue emerges: How do we know whether AI-generated legal answers are actually helpful? While legal professionals and regulators may have instincts about good and bad […]| Justice Innovation
NVIDIA announced DLSS 4 alongside the GeForce RTX 50 series “Blackwell” GPUs at CES earlier this month. Multi Frame Generation (MFG) is exclusive to the RTX 5090 and its siblings, but improved upscaling is coming to all RTX GPUs. The shift from a CNN to a Transformer-based neural network delivers sharper images, retaining more detail …| PC Optimized Settings
For me, SC19 was about the fusion of machine learning and scientific computing. I learned about new technologies from Nvidia, Graphcore, and Cerebras Systems and spoke on a panel about the role of MLPerf in benchmarking HPC systems for machine learning and the many lessons learned. The post SuperComputing 19: HPC Meets Machine Learning appeared first on Real World Tech.| Real World Tech
With the release of Qwen2.5, Alibaba has introduced AI models capable of analyzing images, videos, and documents, while supporting context inputs up to one million tokens.| WinBuzzer
DeepSeek’s R1 model matches OpenAI’s o1 by overcoming hardware limitations, drawing admiration from prominent figures like Yann LeCun and Mark Zuckerberg.| WinBuzzer
Introduction The rise of large language models (LLMs) and generative artificial intelligence (GenAI) presents new opportunities to build innovative tools and is already enabling revolutionary AI-ba…| SIGARCH
Dask-expr is an ongoing effort to add a logical query optimization layer to Dask DataFrames. We now have the first benchmark results to share that were run against the current DataFrame implementation.| Blog
Optimizing code can be a difficult task because there are so many traps you need to avoid at every step of the way. Today I want to focus on one of the (numerous) benchmarking traps, which you may have run into, and that I myself encounter regularly. Let’s imagine you are trying to optimize code, and you notice the use of a value.pow(2f). One obvious way to optimize this is to replace the function call with a multiplication (value * value), but is it worth it? Since you are a diligent engin...| Romain Guy
Here’s a small piece of what UK and Ireland groups experienced in 2023.| M+R
Service meshes add a lot of functionality to application deployments, including traffic policies, observability, and secure communication. But adding a service mesh to your environment comes at a cost, whether that’s time (added latency) or resources (CPU cycles). To make an informed decision on whether a service mesh is right for your use case, it’s important to evaluate how your application performs when deployed with a service mesh. Earlier this year, we published a blog post on Istio...| Istio Blog
Hyper-scale, microservice-based cloud environments have been exciting to build but challenging to manage. Along came Kubernetes (container orchestration) in 2014, followed by Istio (container service management) in 2017. Both open-source projects enable developers to scale container-based applications without spending too much time on administration tasks. Now, new enhancements in Istio 1.1 deliver scale-up with improved application performance and service management efficiency. Simulations u...| Istio Blog
For a few versions, Firefox Nightly has been monitoring the performance of add-ons, thanks to the Performance Stats API. While we are waiting for the greenlight to let it graduate to Firefox Aurora, as well as investigating a few lingering false-positives, and while v2 is approaching steadily, it is time for a brain dump on […]| Il y a du thé renversé au bord de la table
Benchmarks, Competitions, Datasets, Leaderboards, Machine Learning, ML4Sys, MLSys| SIGARCH
Looking for a Raspberry Pi 5 case that can also keep it cool? I take a deep dive into the Flirc Raspberry Pi 5 Case to see how it handles the new Pi 5!| bret.dk
V8's impressive accomplishments in 2023| v8.dev
We compare the top WordPress cache plugins and how they work. Plus, we show you how to serve cached pages directly from Nginx for lightning-fast site performance.| SpinupWP
The Intel N100 (and N200) seem to be Intel's attempt at trying to muscle into the market that high-end ARM SoCs look to have cornered. With the Rockchip| bret.dk
Recently Phoronix ran a range of| sthbrx.github.io
