article thumbnail

What’s the hype with hyperscale?

Dynatrace

Hyperscale is the ability of an architecture to scale appropriately as increased demand is added to the system. Some examples include Amazon, Microsoft, and Google. Dynatrace is a partner with the hyperscalers you use most, with deep innovative integrations with AWS , Azure , Google , and many more.

Azure 261
article thumbnail

Towards federated learning at scale: system design

The Morning Paper

Towards federated learning at scale: system design Bonawitz et al., This is a high level paper describing Google’s production system for federated learning. The FL system contains a number of privacy-enhancing building blocks, but the privacy guarantees of any end-to-end system will always depend on how they are used.

Systems 71
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

Achieving observability in async workflows

The Netflix TechBlog

However, they are scattered across multiple systems, and there isn’t an easy way to tie related messages together. You’re joining tables, resolving status types, cross-referencing data manually with other systems, and by the end of it all you ask yourself why? Things got hairy.

Traffic 160
article thumbnail

Copyright, AI, and Provenance

O'Reilly

If we published someone’s currency conversion software in a book or training course and our language model reproduces it in response to a question, we can attribute that to the original source and allocate royalties appropriately. But Google has the best search engine in the world.

article thumbnail

AWS re:Invent 2021 shines light on cloud-native observability

Dynatrace

“Because of the uncertainty of the times and the likely realities of the ‘new normal,’ more and more organizations are now charting the course for their journeys toward cloud computing and digital transformation,” wrote Gaurav Aggarwal in a Forbes article the impact of COVID-19 on cloud adoption.

AWS 206
article thumbnail

Scale DevOps and SRE with open source Keptn

Dynatrace

Operations teams want to make sure the system doesn’t break. Keptn: A reference implementation of Google’s SRE principles. Developers can stay in production sequences, and every time the system creates a new artifact, Keptn triggers a new delivery sequence using tools based on events that the developer has subscribed to.

article thumbnail

Open Observability – Part 1: Distributed tracing and observability

Dynatrace

Distributed tracing describes the act of following a transaction through all participating applications (tiers) and sub-systems, such as databases. In the mid 2000s, Google published their Dapper paper which describes techniques for distributed tracing at Google. Of course, Dynatrace supports W3C Trace Context as well.