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 The “Architectures You’ve Always Wondered About” track at QCon is always filled with stories of innovative engineering solutions. Bringing those stories to our readers is at the core of InfoQ, and this eMag is a curated collection of some of the highlights over the past year. (eMag) |
 Producing television shows and movies at Netflix-scale means having a way to efficiently work with many artists and content creators. Netflix Workstations were created as a cloud-based solution to provide artists with secure access to the applications and content they need to complete their work. We talk about the benefits and trade-offs of the solution that enables artists to create from anywhere. (Podcast) |
 In this podcast, Shane Hastie, lead editor for culture & methods, spoke to Amaranatho Robey about playfulness, mindfulness and his journey from AI developer to monk to executive coach. (Podcast) |
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| The Apache Spark team has integrated the Pandas API in the product's latest 3.2 release. With this change, dataframe processing can be scaled to multiple clusters or multiple processors in a single machine using the PySpark execution engine. (News) |
SPONSOR AD  Download this eBook to learn how modern applications are reshaping the requirements for databases and changing the role of the DBA. You'll also explore the requirements for cloud-native architectures and tooling that make development easier. Download now. |
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 This article proposes a solution to redirect the polling part to the Amazon Simple Storage Service (S3) - a highly available, scalable, and secured object storage service managed by Amazon Web Services public cloud provider (AWS). It will present a serverless implementation using AWS Lambda functions, but this is not mandatory if you want to use S3. (Article) |
 Mario Platt presents how to improve and integrate governance, team practices and maturity development in how output of tools are integrated. (Presentation with transcript included) |
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 Canary releases enable product owners to check how a new feature is getting adopted by users by rolling it out to a small percentage of users and then incrementally rolling it out to a wider audience. Product owners might feel tempted to discontinue or reduce testing upon adopting canary releases, but decisions should be approached cautiously as they can have serious and unintended consequences. (Article) |
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| This week's Java roundup for October 25th, 2021, features news from OpenJDK, JDK 18, numerous updates on Spring projects, MicroStream 6.0, Quarkus 2.4.0, Hibernate Reactive 1.0, Open Liberty 21.0.0.11, Eclipse Vert.x 4.2.0, Red Hat introduces Cryostat 2.0, GraalVM Native Build Tools 0.9.7.1, Liberica Native Image Kit 21.3 and JDKMon 17.0.7. (News) |
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 In this article, the author introduces the concepts of Anomaly Detection using the Randomized PCA method. The theory behind the concepts is explained and exemplified. The method is demonstrated with a real-world scenario implemented using C# and ML.NET. (Article) |
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 This article will explore two sides of the IIoT security equation: understanding how and why IIoT systems can become vulnerable to hacking attempts, and which solutions and strategies are available to harden them. It will provide also a set of best practices to address IoT security concerns. (Article) |
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 Gwen Shapira and Vivek Sharma discuss some architectural highlights of building, evolving and scaling a control plane for thousands of Kafka clusters, and some challenges encountered. (Presentation with transcript included)
Find out what should be on your radar from world-class domain experts. Discover emerging software trends and innovations. Save your place at QCon London, April 4-6, 2022.. |
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 Burnout isn't a selfcare problem. The information security industry needs to take a deeper examination and create changes to allow for workers to have more flexibility and the ability to have balanced personal and work life. This article serves as a starting point by breaking down why burnout exists in InfoSec, why past solutions don’t work anymore, and how to actually reduce burnout in teams. (Article) |
 Problem software delivery projects can be recovered mid-flight if Value Stream Management (VSM) analytics are used in a forensic way to uncover the root-cause of the issues. The root-cause metrics areas considered include: People Availability; Team Stress; Backlog Health; Sprint Accuracy; Process Efficiency; Story Management; and Defect Gen. A root-cause RAG reports shows key mitigations. (Article) |
 Jessica Tai discusses lessons learned by Airbnb from its migration to microservices, covering cross-team collaboration strategies, designing observability access control, and planning for unified APIs. (Presentation with transcript included) |
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