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Pure Storage Accelerates Enterprise AI Adoption to Meet Growing Demands with NVIDIA AI  - insideBIGDATA

Pure Storage® (NYSE: PSTG), the IT pioneer that delivers advanced data storage technology and services, today announced new validated reference architectures for running generative AI use cases, including a new NVIDIA OVX-ready validated reference architecture. As a leader in AI, Pure Storage, in collaboration with NVIDIA, is arming global customers with a proven framework to manage the high-performance data and compute requirements they need to drive successful AI deployments. 

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Adapting language model architectures for time series forecasting - Amazon Science

Tokenizing time series data and treating it like a language enables a model whose zero-shot performance matches or exceeds that of purpose-built models.

Krylov cubic regularized Newton: A subspace second-order method with dimension-free convergence rate - Amazon Science

Second-order optimization methods, such as cubic regularized Newton methods, are known for their rapid convergence rates; nevertheless, they become impractical in high-dimensional problems due to their substantial memory requirements and computational costs. One promising approach is to execute…

Data‑driven budget allocation of retail media by ad product, funnel metric, and brand size - Amazon Science

Sellers on online marketplaces such as Amazon.com use a variety of retail and retail media advertising services to improve their brand performance, including awareness, consideration, and revenue. But how can they measure their progress and drive these metrics? For 122,000 brands, we measure Amazon…

Cerebras breaks ground on Condor Galaxy 3, an AI supercomputer that can hit 8 exaFLOPs | VentureBeat

Cerebras and G42 said they have broken ground on Condor Galaxy 3, an AI supercomputer that can hit eight exaFLOPs of performance.

Multi-objective optimization via Wasserstein-Fisher-Rao gradient flow - Amazon Science

Multi-objective optimization (MOO) aims to optimize multiple, possibly conflicting objectives with widespread applications. We introduce a novel interacting particle method for MOO inspired by molecular dynamics simulations. Our approach combines overdamped Langevin and birth-death dynamics,…

Inflection AI launches new model for Pi chatbot, nearly matches GPT-4  | VentureBeat

Inflection AI's latest model, Inflection-2.5, achieved 94% of GPT-4's performance but took only 40% of compute for training.

Revolutionizing B2B Supply Chain Dynamics: A Comprehensive Exploration of AI-Driven Rebalancing, Optimization Strategies, and Data Integration for Seamless Order Management and Supply-Demand Harmony - insideBIGDATA

In this contributed article, Sumit Mittal, a Senior Product Director at Blue Yonder, explores the transformative impact of AI-powered rebalancing and optimization techniques on B2B order management in dynamic environments. He introduces a solution encompassing a dynamic rebalancing algorithm and an intelligent layer, leveraging AI and ML-powered pattern analysis for optimized decision-making. The proposed approach promises faster responses to disruptions, enhanced fill rates, heightened customer satisfacti

Nvidia, Hugging Face and ServiceNow release new StarCoder2 LLMs for code generation | VentureBeat

While it remains to be seen how well StarCoder2 models perform in different coding scenarios, the companies did note that the performance of the smallest 3B model alone matched that of the original 15B StarCoder LLM.

Zero-shot test-time adaptation via knowledge distillation for personalized speech denoising and dereverberation - Amazon Science

We propose a personalization framework to adapt compact models to test time environments and improve their speech enhancement performance in noisy and reverberant conditions. The use-cases are when the end-user device encounters only one or a few speakers and noise types that tend to reoccur in the…

Nvidia launches RTX 500 and 1000 Ada Generation laptop GPUs for AI on the go | VentureBeat

The Nvidia RTX 500 GPU delivers up to 14x the generative AI performance for models like Stable Diffusion.

Google Deepmind proposes ‘self-discover’ framework for LLMs, improves GPT-4 performance | VentureBeat

In 21 out of 25 tasks, the self-discover LLM framework was found to be outperforming chain-of-thought reasoning and other techniques with performance gains of up to 32%.

Apple's new AI research promises high performance without the high price tag | VentureBeat

Apple's latest breakthrough in AI research is revolutionizing the industry by offering high-performance language models that are both cost-effective and accessible for businesses of all sizes.

How to detect poisoned data in machine learning datasets | VentureBeat

A proactive, coordinated effort can reduce the chances that manipulations will impact model performance and protect algorithmic integrity.

Symantec says security software needs speed | Network World

Symantec released beta versions of its flagship Windows software Tuesday, citing significant improvements in performance.

Better, faster, stronger: 4G’s impact on app development | Network World

With 4G networks due to hit the mass market over the next two years, some application developers are looking at ways to exploit the new high-speed connections to improve their apps' performance and capabilities.

HPC meets cloud computing with Dell’s new server | Network World

With a new range of hardware announced Thursday, Dell's is targeting high-performance and cloud computing environments that share similar hyperscale characteristics.

AccelOps provides winning diagnostics for healthcare provider | Network World

With the license on his CA Spectrum eHealth performance management software reaching end of life at year-end 2010, Austin Radiological Association CIO Todd Thomas saw the perfect opportunity to shake things up a bit at this specialty healthcare provider serving central Texas.

Red Hat releases RHEL 6 | Network World

Red Hat releases version 6 of its enterpise Linux distribution, featuring improvements in performance and network management

Via bets future on upcoming Isaiah processor | Network World

Via Technologies offered the first detailed look at its upcoming Isaiah processor architecture Thursday, showcasing technological and performance improvements that will determine whether or not the company can make it as a mainstream processor vendor.

Microsoft turns Windows Azure into cloud-based supercomputer | Network World

Windows HPC Server customers will soon be able to run high-performance computing workloads on Windows Azure, Microsoft says.

Intel unveils new server chip with 32 cores | Network World

Intel announced a new 32-core server chip based on a new high-performance computing server architecture that mixes general x86 cores with specialized cores for faster processing of highly parallel scientific and commercial applications.

Tablets changing the way chip makers think | Network World

The emergence of tablets as an alternative to PCs has caught the attention of chip makers, which are preparing next-generation processors to boost application and graphics performance on the devices.

Juniper collapses the data center | Network World

Juniper Networks this week unveiled new switches, routers, software and services designed to help enterprise IT reduce the cost and complexity of data center networking while also improving application and business performance.

Microsoft woos developers with latest IE9 preview | Network World

Microsoft keeps promise to make available iterative releases of IE9, with the second release in two months featuring improved performance.

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