Remove Article Remove Processing Remove Software Remove Systems
article thumbnail

Supporting Diverse ML Systems at Netflix

The Netflix TechBlog

The Machine Learning Platform (MLP) team at Netflix provides an entire ecosystem of tools around Metaflow , an open source machine learning infrastructure framework we started, to empower data scientists and machine learning practitioners to build and manage a variety of ML systems.

Systems 226
article thumbnail

Canary Release: A Strategy for Seamless Software Deployments

DZone

Any development process must include the deployment of new software versions or features. The user experience and system disruption caused by new releases are things that organizations work to prevent. In this article, we will explore the concept of canary releases, their benefits, and best practices for implementing them.

Software 161
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

What Is The Software Development Life Cycle (SDLC)? Exploring Phases, Processes, and Models!

Official Blog - World Web Technology

You cannot leave SDLC unnoticed when you are into software development. How does it contribute to the software development process ? This article will explain why most companies and their software developers use SDLC to manage their development process. SDLC means Software Development Life Cycle.

article thumbnail

Building High-Quality Software

DZone

It’s much better to build your process around quality checks than retrofit these checks into the existent process. NIST did classic research to show that catching bugs at the beginning of the development process could be more than ten times cheaper than if a bug reaches production. However, it’s not a unit test. A side note.

Software 245
article thumbnail

Implementing service-level objectives to improve software quality

Dynatrace

When organizations implement SLOs, they can improve software development processes and application performance. SLOs improve software quality. Stable, well-calibrated SLOs pave the way for teams to automate additional processes and testing throughout the software delivery lifecycle. SLOs aid decision making.

Software 256
article thumbnail

A Roadmap to True Observability

DZone

This is an article from DZone's 2023 Observability and Application Performance Trend Report. For more: Read the Report Observability is essential in any modern software development and production environment. Telemetry, being a critical part of observability, refers to the continuous nature of data collection.

Software 278
article thumbnail

What is AIOps? A Software Intelligence Approach

Dynatrace

In comparison, the AIOps approach discussed within this article, is built upon a radically different deterministic AI engine – at Dynatrace known as Davis – that yields precise, actionable results in real-time. The second major concern I want to discuss is around the data processing chain. The four stages of data processing.

Software 263