TechCrunch

OCTOBER 7, 2021

The underlying large-scale metrics storage technology they built was eventually open sourced as M3. “Sitting at the intersection of the major trends transforming infrastructure software – the rise of open-source and the shift to containers – Chronosphere has quickly become a transformative player in observability.

Cloud 209

Cloud Sport Open Source Machine Learning 209

Apiumhub

OCTOBER 10, 2023

He is a software engineer, consultant, and author of “Continuous Delivery”, “Modern Software Engineering,” “CD Pipelines,” and “ Software Architecture Metrics. He is a prominent figure in the world of software development and open-source advocacy.

Media 85

Media Social Fractional CTO Software Engineering 85

Netflix Tech

MARCH 7, 2024

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.

System 90

System Machine Learning Artificial Inteligence Training 90

Netflix Tech

OCTOBER 19, 2020

Distributed Tracing: the missing context in troubleshooting services at scale Prior to Edgar, our engineers had to sift through a mountain of metadata and logs pulled from various Netflix microservices in order to understand a specific streaming failure experienced by any of our members. Trace Instrumentation: how will it impact our service?

Infrastructure 93

Infrastructure Microservices Systems Review Storage 93

Apiumhub

NOVEMBER 30, 2022

She then explained their product called “ Entando ” which is an open-source application composition platform for building enterprise web apps on Kubernetes. Udupi explained some of the data returned from the Performance API to measure the performance metrics of our pages and gave some suggestions on how to optimize these metrics.

UI/UX 87

UI/UX Technical Review Software Review TDD 87

Exadel

MARCH 10, 2020

Consul is quite flexible and the monitoring system has numerous metrics. We can even choose metrics for monitoring containers. . The main benefit of Consul, as opposed to microservices architecture, is that microservices architecture is quite complex. This Consul solution capability is named Service Mesh.

DevOps 52

DevOps Microservices Load Balancer Architecture 52

Honeycomb

DECEMBER 20, 2021

No worries, we’ve got you—registration is now open for the next Observability 101 Workshop on January 26 at 11 a.m. As Michael Sickles explains in his session, the vendor-neutral, open-source OpenTelemetry (OTel) framework can help you easily get started via their SDKs or the JVM Agent to send telemetry directly to Honeycomb.

Development 52

Development Metrics Exercises Enterprise 52

Honeycomb

MARCH 1, 2023

You can compare tiny differences between multiple traces coming through your microservices-based applications every day to pinpoint areas that are affecting performance. To dive deeper into distributed tracing and what it can do for you, download a free copy of “ Distributed Tracing: A Guide for Microservices and More.”

System 58

System Company Part-Time VPE Microservices 58

Honeycomb

MARCH 1, 2022

Out of a shared frustration with the state of proprietary telemetry affairs, standards began to emerge in the form of two parallel open source projects: OpenCensus and OpenTracing. OpenTelemetry provides an open standard for generating, collecting and exporting application telemetry across any number of backend systems.

Open Source 82

Open Source Applications Tools Microservices 82

The Citus Data

SEPTEMBER 22, 2023

As many of you likely know, Citus is an open source PostgreSQL extension that turns Postgres into a distributed database. My Microsoft colleague Melanie Plageman added a new view called pg_stat_io to PostgreSQL 16, which shows essential I/O metrics for in-depth examination of I/O access patterns. Figure 1: As of Citus 12.0,

Load Balancer 117

Load Balancer Azure Testing Storage 117

Altexsoft

FEBRUARY 11, 2020

You’ll also be introduced to nine open-source tools you can use to automate and streamline your incident response processes. The following are popular, free, open-source tools you can use to automate or streamline your incident response process. In this article, you’ll learn what incident response is. GRR Rapid Response.

Tools 109

Tools Linux Analysis Open Source 109

Honeycomb

DECEMBER 1, 2021

You’ll also learn how observability fits in with other progressive delivery techniques, like continuous integration, feature flagging, and cloud-native microservices. . Instrument your applications with the vendor-neutral, open-source OpenTelemetry framework. You’ll quickly learn how to: .

Development 58

Development Exercises Microservices Open Source 58

Honeycomb

OCTOBER 19, 2021

It’s an open-source and vendor-neutral instrumentation framework that frees you from the trap of using proprietary libraries simply to understand how your code is behaving. OpenTelemetry provides an open standard for generating, collecting, and exporting application telemetry across any number of backend systems.

Open Source 58

Open Source Metrics Applications Microservices 58

LaunchDarkly

SEPTEMBER 13, 2018

Then we rebuilt the thing, made it open, extensible, support some advanced use cases that neither of our internal system supported in the past. Did all this out in the open in open source. And it supports like an extensible set of metric services and judges and cloud platforms and everything else.

Analysis 58

Analysis Metrics Performance Microservices 58

Altexsoft

MAY 27, 2020

A feature store may also have a dedicated microservice to preprocess data automatically. Monitoring tools are often constructed of data visualization libraries that provide clear visual metrics of performance. Source: retentionscience.com. There are some ground-works and open-source projects that can show what these tools are.

Machine Learning 89

Machine Learning Artificial Inteligence Architecture Training 89

Honeycomb

OCTOBER 20, 2021

Observability is succeeding APM because it enables teams to quickly find critical issues in their cloud-native, microservices-based apps. Delivering more features, like the recent release of Honeycomb Metrics , to make it easier for legacy APM users to consolidate tools and migrate to observability-based workflows. . for Honeycomb.

Microservices 40

Microservices Engineering Tools Performance 40

Linux Academy

JUNE 25, 2019

We’ll build a foundation of general monitoring concepts, then get hands-on with common metrics across all levels of our platform. MicroService Applications In Kubernetes. This course provides hands-on experience with installing and administering a complex microservice application in a Kubernetes cluster.

Linux 60

Linux Course Cloud Google Cloud 60

RapidValue

FEBRUARY 23, 2020

Released in 2011, Jenkins is a Java-based open-source automation service that facilitates our software development cycle. It provides an open-source platform for the continuous inspection of code quality. In addition to this, it provides a set of features like the ability to record metrics, evolution graphs and the like.

Continuous Integration 80

Continuous Integration Software Review Open Source AWS 80

d2iq

FEBRUARY 19, 2021

The open-source data era kicked off with Hadoop and MapReduce in the early noughties, soon followed by Kafka and Spark. In 2018, Google open-sourced another of their machine learning projects: Kubeflow, the machine learning toolkit for Kubernetes. The road to end-to-end machine learning platforms.

Artificial Inteligence 103

Artificial Inteligence Machine Learning Technical Review Software Review 103

Daniel Bryant

JUNE 28, 2018

The rise of surrounding open source projects like the Envoy-powered Istio service mesh and the Ambassador API gateway have also contributed. Envoy Proxy 101 Matt began the talk with an Envoy refresher, and reminded everyone of the core features of the “cloud native” open source edge and service proxy.

Load Balancer 40

Load Balancer PHP Open Source Architecture 40

Xebia

JUNE 7, 2022

Their focus was to build a solution that makes it easier for development teams to build Microservice architecture-based applications and deploy those to Azure. What are the features that development teams want when building and hosting microservices? Microservices using Dapr in Azure Container Apps.

Azure 130

Azure Microservices Serverless Applications 130

Netflix Tech

JULY 30, 2019

and beyond By Anoop Panicker and Kishore Banala Conductor is a workflow orchestration engine developed and open-sourced by Netflix. Netflix Conductor: A microservices orchestrator In the last two years since inception, Conductor has seen wide adoption and is instrumental in running numerous core workflows at Netflix.

Lambda 75

Lambda Weak Development Team Systems Review Metrics 75

A List Apart

SEPTEMBER 13, 2018

From a DX standpoint, this is amazing: we can almost always find an open source solution to problems that aren’t ultra-specific to the project we’re working on. This is the process of breaking down abstract concepts like “feels fast” into concrete metrics: how can we measure that a UX goal has been met?

Weak Development Team 86

Weak Development Team Development Off-The-Shelf Open Source 86

Modus Create

APRIL 27, 2020

Some of the business goals were impossible to meet until we migrated some of the APIs to microservices. Invest in Open Source. Chances are you will be using a lot of Open Source projects that are self-funded, such as React Router, Webpack, Babel, and others. Ensure access to customer feedback.

Technical Review 84

Technical Review Software Review Quality Assurance Systems Review 84

Linux Academy

MAY 28, 2019

To use Docker Compose to deploy Microservices to Docker. Whether you are aggregating log files, system resource utilization metrics, or application data, Splunk is there to centralize your IT data for easy search and visualization. Docker Deep Dive In this course we will cover Docker 18.09.4, Build images using a Dockerfile.

Linux 104

Linux AWS Azure Technical Review 104

Netflix Tech

OCTOBER 18, 2019

The key insight was that by assuming a latent Gaussian Process (GP) prior on the key business metric actions like viral engagement, job applications, etc., And finally each new observation needs to update the policy, compute offline policy evaluation metrics and then push the policy back to production so it can generate new intents to treat.

Metrics 50

Metrics Policies Infrastructure Architecture 50

OverOps

MAY 14, 2019

Containerized microservices enable developers and DevOps engineers to meet these demands. Microservices are simple to develop, test, deploy, and scale, but they’re not without their own challenges. Each microservice must be individually configured, deployed, and monitored. What is Kubernetes?

Microservices 203

Microservices Software Review Open Source How To 203

Daniel Bryant

AUGUST 2, 2018

Through this I’ve come to the conclusion that that although the use of microservices, containers with dynamic orchestration, and cloud technologies have presented new opportunities, one of the core challenges that remains is that our control planes must adapt in order to keep pace with the changes. Conclusion: Divergence or Convergence?

Continuous Delivery 40

Continuous Delivery Microservices Firewall Policies 40

Netflix Tech

NOVEMBER 2, 2021

In particular, the VMAF metric lies at the core of improving the Netflix member’s streaming video quality. It has become a de facto standard for perceptual quality measurements within Netflix and, thanks to its open-source nature , throughout the video industry. We call this system Cosmos. VMAF and SSIM ).

Microservices 68

Microservices Video Metrics Media 68

Abhishek Tiwari

JANUARY 6, 2018

Here we present a list of 10 open-source Kubernetes tools to make your SRE and Ops teams more effective to achieve their service level objectives. Sysdig Inspect helps you understand trends, correlate metrics and find the needle in the haystack. Kube-ops-view. With Stern, the result is color-coded for quicker debugging.

Open Source 111

Open Source Tools Disaster Recovery Backup 111

Netflix Tech

MAY 21, 2019

Solution We built a system called Lerner that consists of a set of microservices and a python library that allows scalable agent training and inference for test case scheduling. Lerner, as a web-service, relies on Amazon Web Services (AWS) and Netflix’s Open Source Software (OSS) tools. We also provide an API client in Python.

Testing 65

Testing Training Continuous Integration AWS 65

Netflix Tech

OCTOBER 18, 2019

The key insight was that by assuming a latent Gaussian Process (GP) prior on the key business metric actions like viral engagement, job applications, etc., And finally each new observation needs to update the policy, compute offline policy evaluation metrics and then push the policy back to production so it can generate new intents to treat.

Metrics 40

Metrics Policies Infrastructure Architecture 40

Cloudera

JULY 18, 2022

It has a vibrant open source community that has always focused on solving the difficult streaming use cases with high throughput and extreme low latency. As mentioned before, SSB treats different sources and sinks as tables. Flink is a “streaming first” modern distributed system for data processing.

Analytics 86

Analytics Data Applications System 86

OverOps

JULY 21, 2020

If you think of the shift to microservices and containers as an evolution rather than a revolution then you’ve reached the right place! Challenges such as: Managing the transition from a monolithic application to microservices. Dealing with polyglot programming across microservices. Logging across microservices.

Applications 226

Applications Microservices Testing Analysis 226

Bernd Rucker

MAY 27, 2020

And finally, you simply can’t google for problems in your own bespoke platform, but you can for well-known open-source products. Think of reusable components or libraries as internal open-source projects. Which brings us to microservices. You can find a screenshot and the source code on GitHub.

Programming 52

Programming Company Architecture Technical Review 52

Mobilunity

JULY 29, 2021

Why do companies use microservices with DevOps/cloud solutions, and what are the advantages and possible pitfalls of microservices integration? Microservices in a Nutshell. The sole build pipeline creates a bottleneck for releasing too big and too complex products, and here’s where microservices come into play.

Continuous Delivery 52

Continuous Delivery Microservices DevOps Architecture 52

Altexsoft

OCTOBER 27, 2020

In a microservice architecture , dozens of containers will be interconnected making up the app. As all the tools mentioned above, Ansible is open-source, and has a range of tools for DevOps. The open source version of the SaltStack is free to use. Also deploying the open-source code is free in Travis CI.

DevOps 116

DevOps Tools Continuous Delivery Open Source 116