 In this podcast, Shane Hastie, Lead Editor for Culture & Methods, spoke to Tim Falls of Digital Ocean about developer relations, the importance of embracing and providing open-source software, the need to offer free education in software development and the importance of ethics in education. (Podcast) |
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TOP AI, ML & Data Engineering NEWS HEADLINES |
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 In this article, author Guy Gerson discusses the stream processing anomaly detection framework they developed by PayPal, called Yurita. The framework is based on Spark Structured Streaming. (Article) |
 Matthew Bill and Danielle Ashley demo how to use Athena and QuickSight to visualise data into a rich set of dashboards. (Presentation) |
 Keunwoo Choi introduces what the audio/music research societies have discovered while playing with deep learning when it comes to audio classification and regression. (Presentation with transcript included)
The next QCon is QCon San Francisco, Nov 11-13, 2019. Join us! |
 Jeremy Edberg shares his work with DeepRacer and DeepLens, talking about some of the basics of ML used in these projects and showing a DeepRacer in action. (Presentation with transcript included) |
 Christian Hidber shows "how"and "why" Reinforcement Learning works, using as a practical example siphonic roof drainage. (Presentation) |
SPONSOR AD  Learn about our data predictions for 2019 trends in this eBook. Download now. |
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TOP DevOps NEWS HEADLINES |
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 Cheryl Hung and Matt Heath present the Cloud Native Computing Foundation, what it is and what it does, and how Monzo is using cloud-native. (Presentation with transcript included) |
 Gareth Rushgrove looks at examples of tools that move security controls into code, with a focus on ModSecurity, InSpec and Open Policy Agent, explores the properties of successful infrastructure management tools, what is missing in security tools today, and how policy as code can work at the team level; who has responsibility for what and how this encourages collaboration. (Presentation with transcript included) |
 With this eMag, we present you expert security advice on how to effectively integrate security practices and processes in the software delivery lifecycle, so that everyone from development to security and operations understands and contributes to the overall security of the applications and infrastructure. Download Now. |
 In this eMag, we discuss the unique aspects of databases, both relational and NoSQL, in a successful continuous integration environment. (eMag) |
SPONSOR AD  The more your applications change, the more you must automate application monitoring. Download this white paper to learn how dynamic applications can result in faster CI/CD and what parts of the monitoring lifecycle can be automated. Download Now. |
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TOP Development NEWS HEADLINES |
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| The latest version of restQL, a microservices query language, has been released, providing notable new features including content aggregation, support for additional HTTP methods, self-healing functionality, and a version for node.js apps. Comprehensive performance improvements have made the latest version up to twice as fast as its predecessor. (News) |
 Scaling up from proof-of-concept to production-grade microservices requires serious planning, dedication and time. Companies that have invested heavily in creating stable microservices architectures have learned many lessons. This InfoQ eMag takes in inside look - Download Now. |
SPONSOR AD  Using the development of a LAMP application as an example, this cheat sheet provides commands to: Get started developing a web app on Red Hat Enterprise Linux 7, set up a SELinux boolean, run a program in the background in your shell, use Java instead of PHP, and more.
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TOP Web Development NEWS HEADLINES |
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 Matteo Collina presents a new and straightforward way to identify bottlenecks in Node.js and beyond. (Presentation with transcript included) |
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| Announced at Google I/O 2019, the new Local Home SDK aims to make it easier for developers to connect their home devices to Google Assistant and improve their responsiveness by running their actions locally. It is now available as a developer preview. (News) |
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TOP Architecture & Design NEWS HEADLINES |
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 There are still many misconceptions and concerns regarding serverless solutions. Vendor lock-in, tooling, cost management, cold starts, monitoring and the development lifecycle are all hot topics where serverless technologies are concerned. This article shares tips and resources to guide serverless newcomers towards building powerful, flexible and cost-effective serverless applications. (Article) |
 - The Agile Manifesto: A Software Architect's Perspective
- How to Seamlessly Evolve DevOps into DevSecOps
- Patterns in Distributed Systems
- And more...
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SPONSOR AD  As the number of microservices at Lyft grew, they faced numerous challenges quickly and accurately monitoring their system, which was now generating exponentially more data than its monolithic predecessor. To address this, Lyft chose to implement LightStep. Learn why. |
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TOP Culture & Methods NEWS HEADLINES |
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 Johanna Rothman and Mark Kilby have written a book titled From Chaos to Successful Distributed Teams: Collaborate to Deliver. The book provides advice for anyone working in or with a distributed team on how to overcome the common (and some uncommon) challenges that distribution and distance bring to effective team collaboration. (Article) |
 This article describes a simplified form of Value Stream Maps that makes it easy to visualize bottlenecks and inefficient processes in the software delivery lifecycle. It focuses on the two forms of Lean waste defined as Inventory and Waiting. (Article) |
SPONSOR AD  With this practical book, developers will learn eight best practices for using feature flags in production, including how to configure and manage a growing set of feature flags within your product, maintain them over time, manage infrastructure migrations, and more. Download the eBook. |
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 Dean Latchana leads a debate between Agile and Business Agility. (Presentation) |
 Indra Joshi talks about the hype and promise surrounding AI-based technology within health and care, and how to ensure that what gets developed or commissioned is ethically developed and applicable to a range of users. Joshi also discusses how to create the narrative amidst this hype, to ensure that everyone including the workforce is brought along leaving no one behind. (Presentation with transcript included) |
 Aaron Randall talks about a Personal Growth Framework – a low-lift way of helping identify areas to grow that are exciting and valuable for career development. (Presentation with transcript included) |
