In response to innovations in machine learning (ML) models, production workloads changed radically and rapidly. TPU v4 is the fifth Google domain specific architecture (DSA) and its third supercomputer for such ML models. Optical circuit switches (OCSes) ... (more…)

This article covers Bayesian Decision Theory in detail, and explains how it works in the context of machine learning. (more…)

Google Trends has been used and abused since 2004. It's a powerful, half-baked tool provided by Google which provides search result trends. Given the re... (more…)

Logs typically record the source of truth during an incident, but their sheer volume and messiness makes incident detection and root cause analysis extremely challenging. As a result, logs are... (more…)

With the advent of the latest computing technologies, machine learning (ML) today is vastly different from its past avatars. Earlier, it… (more…)