Advanced Computing in the Age of AI | Tuesday, August 9, 2022

AI, ML, Deep Learning, and Active Learning: What’s the Difference?

Today, the terms artificial intelligence (AI) and machine learning (ML) are often used interchangeably. While the terms are related, they mean different things. We map out how they all ...Full Article

Chiplet Effort Advances for Workload Acceleration

Chiplet-based designs, so called because they combine multiple components into a single package, are increasingly seen as addressing the inability of general-purpose CPUs to handle skyrocketing performance requirements. Lower-cost ...Full Article

Hybrid Approach Emerges for AI Workloads

The discussion surrounding enterprise adoption of AI technologies is shifting from if to when, and what mix of IT infrastructure will be required to deploy and scale machine learning ...Full Article

How the OCP NIC 3.0 is Making Hyperscale Data Centers Cooler

Managing and storing more data has forced hyperscale data center companies to reexamine not just how they build a data center but also the thousands of servers housed inside ...Full Article

Dell’s AMD-Powered Server Line Targets High-End Jobs

Dell Technologies rolled out redesigned servers this week based on AMD’s latest Epyc processor that are geared toward data-driven workloads running on increasingly popular multi-cloud platforms. Dell, which has ...Full Article

AI-HPC Convergence in Financial Services: Getting Real about Real Time

Intra-day rebalancing of risk portfolios initiated by voice command while at home, central bank-backed cryptocurrencies, transaction clearing and settlement cut  from three days to a few hours – these ...Full Article

U.S. Non-Military AI Investments Near $1B

The White House projected this week that U.S. civilian research agencies will spend nearly $1 billion on AI research during the next fiscal year. The estimate was released by ...Full Article

Server Market Contracts, HPE Gains Market Share

The global server market contacted for the first time since 2016 after a year of historic growth, signaling an abundance of IT capacity and economic uncertainty as global trade ...Full Article

DARPA Seeks to Boost HPC Programming

As Moore’s Law runs out of steam, new programming approaches are being pursued with the goal of greater hardware performance with less coding. The Defense Advanced Projects Research Agency ...Full Article

Deep Learning Drives Global Financial Institution ‘to Gain Every Little Cent’

It may be true data scientists occupy “the sexiest job of the century,” but it’s also true they're under tremendous pressure to deliver on their rarefied skills, knowledge and ...Full Article
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