Articles for category: Software (Tech & Development)

Accelerating Deep Learning on AWS EC2

One common approach to significantly speed up training times and efficiently scale model inference workloads is to deploy GPU-accelerated deep learning microservices to the cloud, enabling flexible, on-demand compute for training and inference tasks.  This article provides a comprehensive guide covering the setup and optimization of such a microservice architecture. We’ll explore installing CUDA, choosing the right Amazon EC2 instances, and architecting a scalable, GPU-enabled deep learning platform on AWS. Understanding CUDA and Its Role in Deep Learning CUDA (Compute Unified Device Architecture) is a parallel computing platform and API from NVIDIA that allows developers to harness the power of

3 ways test impact analysis optimizes testing in Agile sprints

Test impact analysis involves concentrating testing efforts on the specific changes made during discrete development activities, ensuring that only the necessary tests are executed. Teams that adopt this technology enhance testing processes during development by receiving immediate feedback on the impact of changes to their application. Despite the adoption of modern development methodologies such as Agile, DevOps, and continuous integration/deployment (CI/CD), software testing remains a significant bottleneck. In many cases, software teams fail to conduct adequate testing, which leads to the emergence of bugs and security vulnerabilities in later stages of the development cycle. This challenges the efficacy of these

Lazarus Group deceives developers with 6 new malicious npm packages

Lazarus Group has burrowed deeper into the npm registry and planted six new malicious packages designed to deceive software developers and disrupt their workflows, researchers at cybersecurity firm Socket said in a Monday blog post. The North Korea-linked threat group embedded BeaverTail malware into the npm packages to install backdoors and steal credentials and data in cryptocurrency wallets, according to Socket. The malicious code targets npm, a package manager for the JavaScript programming language, which is maintained by a subsidiary of Microsoft-owned GitHub.  A GitHub spokesperson said all six of the malicious packages were removed Wednesday.  The packages containing BeaverTail

Get Ready for Faster Text Generation With Diffusion LLMs

For several years now, we’ve taken for granted that many transformer-based large language models (LLMs) use a technique known as autoregression. This machine learning technique aligns well with how many languages work, in that it processes and generates each word, or token, sequentially from left to right. But with the increasing complexity of AI-generated text, the costs of inference and problems with latency have risen as well. However, there may be a better way, thanks to the recent release of Mercury by US-based Inception Labs, the first commercial-scale diffusion large language model (dLLM) that promises faster and more efficient text generation,

Can climate tech startups address the current crisis?

March 14, 2025 Lisbeth Kaufman, Head of Climate Tech at AWS, sits down with Ryan to talk about her work helping climate tech startups get off the ground and the role startups can play in addressing the climate change crisis. She highlights a few projects to get excited about, including ones focused on fusion energy and sustainable agriculture. Credit: Alexandra Francis Source link

Highlights from Git 2.49 – The GitHub Blog

The open source Git project just released Git 2.49 with features and bug fixes from over 89 contributors, 24 of them new. We last caught up with you on the latest in Git back when 2.48 was released. To celebrate this most recent release, here is GitHub’s look at some of the most interesting features and changes introduced since last time. Faster packing with name-hash v2 Many times over this series of blog posts, we have talked about Git’s object storage model, where objects can be written individually (known as “loose” objects), or grouped together in packfiles. Git uses packfiles

Reddit – Heart of the internet

We value your privacy Reddit and its partners use cookies and similar technologies to provide you with a better experience. By accepting all cookies, you agree to our use of cookies to deliver and maintain our services and site, improve the quality of Reddit, personalize Reddit content and advertising, and measure the effectiveness of advertising. By rejecting non-essential cookies, Reddit may still use certain cookies to ensure the proper functionality of our platform. For more information, please see our Cookie Notice and our Privacy Policy. Source link

Reddit – Heart of the internet

We value your privacy Reddit and its partners use cookies and similar technologies to provide you with a better experience. By accepting all cookies, you agree to our use of cookies to deliver and maintain our services and site, improve the quality of Reddit, personalize Reddit content and advertising, and measure the effectiveness of advertising. By rejecting non-essential cookies, Reddit may still use certain cookies to ensure the proper functionality of our platform. For more information, please see our Cookie Notice and our Privacy Policy. Source link

Reddit – Heart of the internet

We value your privacy Reddit and its partners use cookies and similar technologies to provide you with a better experience. By accepting all cookies, you agree to our use of cookies to deliver and maintain our services and site, improve the quality of Reddit, personalize Reddit content and advertising, and measure the effectiveness of advertising. By rejecting non-essential cookies, Reddit may still use certain cookies to ensure the proper functionality of our platform. For more information, please see our Cookie Notice and our Privacy Policy. Source link

Reddit – Heart of the internet

We value your privacy Reddit and its partners use cookies and similar technologies to provide you with a better experience. By accepting all cookies, you agree to our use of cookies to deliver and maintain our services and site, improve the quality of Reddit, personalize Reddit content and advertising, and measure the effectiveness of advertising. By rejecting non-essential cookies, Reddit may still use certain cookies to ensure the proper functionality of our platform. For more information, please see our Cookie Notice and our Privacy Policy. Source link