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Development

Featured in Development

Improving Video Encoding System Efficiency @Netflix

Susie Xia discusses the video encoding system used by Netflix, and the tools and techniques used to analyze performance and to improve the system efficiency.

All in development

Architecture & Design

Featured in Architecture & Design

Essential Complexity in Systems Architecture

Laura Nolan looks at some real distributed system architectures and examines the tradeoffs made, showing how simple systems can create complex and difficult to understand behaviors.

All in architecture-design

AI, ML and Data Engineering

Featured in AI, ML & Data Engineering

Accelerating Deep Learning on the JVM with Apache Spark and NVIDIA GPUs

In this article, authors discuss how to use the combination of Deep Java Learning (DJL), Apache Spark v3, and NVIDIA GPU computing to simplify deep learning pipelines while improving performance and reducing costs. They also show the performance comparison of this solution with GPU vs CPU hardware, using Amazon EMR and NVIDIA RAPIDS Accelerator.

All in ai-ml-data-eng

Culture & Methods

Featured in Culture & Methods

‘Debt’ as a Guide on the Agile Journey: Technical Debt

In this article in a series on how ‘debt’ can be used to guide an agile journey, we will provide two examples of smells that are related to technical debt, explain the symptoms, the impact on the business and in our organization, outline the experiments (countermeasures) that we have introduced in an effort to try to remove the smell, and provide some specific advice for you to be inspired.

All in culture-methods

DevOps

Featured in DevOps

Using the Plan-Do-Check-Act Framework to Produce Performant and Highly Available Systems

The PDCA (plan-do-check-act) framework can be used to outline the performance, availability, and monitoring to enable teams to ensure performant and highly available applications. These include infrastructure design and setup, application architecture and design, coding, performance testing, and application monitoring.

All in devops

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InfoQ Live June

InfoQ Live June

Prevent Cloud and Serverless security challenges Virtual Event on June 22, 2021, 9 am EDT / 3 pm CEST

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Accelerate your software delivery with modern DevOps practices Virtual Event on July 20th, 9 am EDT / 3 pm CEST

InfoQ Live August

InfoQ Live August

Learn best practices for migrating to cloud native architectures Virtual Event on August 17th, 9 am EDT / 3 pm CEST

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Cloud

Microsoft Announces Preview Service for Building Real-Time Web Applications Called Azure Web PubSub

Recently Microsoft announced a preview of Azure Web PubSub, a new service for building real-time web applications. Azure Web PubSub is a fully-managed service that supports native and serverless WebSockets.

Steef-Jan Wiggers
on May 07, 2021
Architecture & Design

Hortonworks Addresses the IoAT with DataFlow Based on NiFi

Hortonworks has quietly made available the DataFlow platform which is based on Apache NiFi and attempts to solve the processing needs of the IoAT.

Abel Avram
on Sep 25, 2015
Twitter Has Replaced Storm with Heron

Twitter has replaced Storm with Heron which provides up to 14 times more throughput and up to 10 times less latency on a word count topology, and helped them reduce the needed hardware to a third.

Abel Avram
on Jun 12, 2015
Streaming Big Data With Amazon Kinesis

Amazon recently announced Kinesis, a service that allows developers to stream large amounts of data from different sources and process it. The service is currently in limited preview.

Roopesh Shenoy
on Nov 25, 2013 1

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