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
Attacking the AI Trust Gap: ‘FICO-like’ Risk Scoring for Machine Learning Models
Implementing machine learning is a minefield and a slog. Even after IT managers put in place an accelerated computing infrastructure required for AI, after data scientists and business managers ...Full Article
Kubernetes and Containers in HPC and AI
Software containers and Kubernetes are important tools for building, deploying, running and managing modern enterprise applications at scale and delivering enterprise software faster and more reliably to the end ...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 Hambrecht Uses Machine Learning to Up its Venture Hit Rate 3X
Venture capital is a “hit business.” The relatively few hits pay for the high percentage of flops. Venture capitalists are risk takers who embrace the high-risk/high-reward equation. It's the ...Full Article
AWS Upgrades Nvidia GPU Cloud Instances for Inferencing, Graphics
Graphics processor acceleration in the form of G4 cloud instances have been unleashed by Amazon Web Services for machine learning applications. AWS (NASDAQ: AMZN) on Friday (Sept. 20) announced ...Full Article
Is All-Flash Storage Needed for Deep Learning?
Organizations building deep learning data pipelines may struggle with their accelerated I/O needs, and whenever I/O is the question, the usual answer is “throw flash/SSD at it.” Certainly expensive ...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
