Articles for category: Software (Tech & Development)

March 15, 2025

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

March 15, 2025

ikayaniaamirshahzad@gmail.com

Software (Tech & Development)

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

March 15, 2025

ikayaniaamirshahzad@gmail.com

Software (Tech & Development)

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

March 15, 2025

ikayaniaamirshahzad@gmail.com

Software (Tech & Development)

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,

March 15, 2025

ikayaniaamirshahzad@gmail.com

Software (Tech & Development)

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

March 14, 2025

ikayaniaamirshahzad@gmail.com

Software (Tech & Development)

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

March 14, 2025

ikayaniaamirshahzad@gmail.com

Software (Tech & Development)

Reddit – Heart of the internet

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March 14, 2025

ikayaniaamirshahzad@gmail.com

Software (Tech & Development)