Machine Learning

Training vs Inference – Memory Consumption by Neural Networks

This article dives deeper into the memory consumption of deep learning neural network architectures. What exactly happens when an input is...
11 min read

Machine Learning on VMware Platform – Part 3 – Training versus Inference

Machine Learning on VMware Cloud Platform – Part 1 covered the three distinct phases: concept, training, and deployment, part 2 explored the...
7 min read

Unexplored Territory Podcast Episode 18 – Not just artificially intelligent featuring Mazhar Memon

In this week’s Unexplored Territory Podcast, we have Mazhar Memon as our guest. Mazhar is one of the founders of VMware...
45 sec read


Resource Utilization Efficiency Machine learning, especially deep learning, is notorious for consuming large amounts of GPU resources during training. However, as...
5 min read

Machine Learning on VMware Platform – Part 1

Machine Learning is reshaping modern business. Most VMware customers look at machine learning to increase revenue or decrease cost. When talking...
7 min read

Stop designing your server platform with solely the CPU roadmap in mind

Over the last 20 years, we designed our core data center platform following the CPU roadmap. But in today’s world, the...
42 sec read

Exciting Sessions from NVIDIA GTC Fall 2021

A list of exciting sessions of this falls NVIDIA GTC conference on data science, inference, machine learning in retail and other...
3 min read

Project Monterey and the need for Network Cycles Offload for ML Workloads.

VMworld has started, and that means a lot of new announcements. One of the most significant projects VMware is working on...
2 min read

Machine Learning Infrastructure from a vSphere Infrastructure Perspective

For the last 18 months, I’ve been focusing on machine learning, especially how customers can successfully deploy machine learning infrastructure on...
1 min read

Deep Learning Technology Stack Overview for the vAdmin – Part 1

Introduction We are amid the AI “gold rush.” More organizations are looking to incorporate any form of machine learning (ML) or...
6 min read