Remove Microservices Remove Off-The-Shelf Remove Open Source Remove Software Engineering
article thumbnail

Open-Sourcing Metaflow, a Human-Centric Framework for Data Science

Netflix Tech

by David Berg , Ravi Kiran Chirravuri , Romain Cledat , Savin Goyal , Ferras Hamad , Ville Tuulos tl;dr Metaflow is now open-source! mainly because of mundane reasons related to software engineering. Get started at metaflow.org. We heard many stories about difficulties related to data access and basic data processing.

article thumbnail

Open-Sourcing Metaflow, a Human-Centric Framework for Data Science

Netflix Tech

by David Berg , Ravi Kiran Chirravuri , Romain Cledat , Savin Goyal , Ferras Hamad , Ville Tuulos tl;dr Metaflow is now open-source! mainly because of mundane reasons related to software engineering. Get started at metaflow.org. We heard many stories about difficulties related to data access and basic data processing.

Insiders

Sign Up for our Newsletter

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

article thumbnail

Technical Feasibility in Software Engineering: Things to Consider Before Development Starts

Altexsoft

Technical feasibility inspects whether software can be built at all with available tools and experts. In software engineering, technical feasibility (TF) is the most time-consuming and complex part of the full feasibility analysis. Tech miscalculations are not unique to ambitious, state-backed space endeavors.

article thumbnail

MLOps and DevOps: Why Data Makes It Different

O'Reilly Media - Ideas

This is both frustrating for companies that would prefer making ML an ordinary, fuss-free value-generating function like software engineering, as well as exciting for vendors who see the opportunity to create buzz around a new category of enterprise software. All ML projects are software projects.

DevOps 143
article thumbnail

Understanding the process automation landscape

Bernd Rucker

Integration processes : Processes that focus on the integration of systems or services, for example to orchestrate microservices or guarantee consistency when doing remote communication. Jenkins, GitHub Workflows): CI/CD build pipelines are standard processes in software engineering that are automated by standard software.

article thumbnail

CloudBank’s Journey from Mainframe to Streaming with Confluent Cloud

Confluent

It usually starts with the opening of a firehose that continuously broadcasts tons of events before they start mining it to create music out of simply noise. CloudBank started their business writing custom software for private banks running mainframes. Cloud is one of the key drivers for innovation. Journey from mainframe to cloud.

Cloud 88
article thumbnail

Every Company is Becoming a Software Company

Confluent

In 2011, Marc Andressen wrote an article called Why Software is Eating the World. The central idea is that any process that can be moved into software, will be. It isn’t just that businesses use more software, but that, increasingly, a business is defined in software.

Company 56