SPONSOR AD  API management is going hybrid, where some parts of the platform are cloud-based and the rest is based on on-premises data centers. This paper explores why and when you would need a hybrid API management solution. Download now. |
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TOP AI, ML & Data Engineering NEWS HEADLINES |
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 Cliff Click talks about SCORE, a solution for doing Trade Surveillance using H2O, Machine Learning, and a whole lot of domain expertise and data munging. (Presentation with transcript included)
The next QCon is QCon San Francisco, Nov 11-13, 2019. Join us! |
 Allison Buchholtz-Au and Shengyu Fu discuss how PM, engineering, and data science came together to build Visual Studio IntelliCode, which delivers context-aware code completion suggestions. (Presentation with transcript included) |
 Aashish Sheshadri discusses how PayPal applies Seq2Seq networks to forecasting CPU and memory metrics at scale. (Presentation with transcript included) |
 Nischal Harohalli Padmanabha outlines the problems faced building DL networks to solve problems in the information extraction process at omni:us, limitations, the evolution of team structures, engineering practices, and other topics. (Presentation with transcript included) |
 Oliver Zeigermann looks at different ML strategies -KNN, Decision Trees, Support Vector Machines, and Neural Networks- and visualizes how they make predictions by plotting their decision boundaries. (Presentation) |
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TOP DevOps NEWS HEADLINES |
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| Open source messaging software NATS 2.0 has been released and offers advanced security management, global disaster recovery, and improved performance at scale. NATS is a Cloud Native Computing Foundation project that provides messaging services for cloud native systems, IoT messaging, and microservices. (News) |
 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  Learn the basics of Chaos Engineering: discover the tools, tests, and culture needed to create better software and prevent outages and downtime. Download now. |
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TOP Development NEWS HEADLINES |
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| When the Discord team hit a hard-limit on BEAM's performance dealing with large data structures, they resorted to interfacing Elixir with Rust to make their system able to scale up to 11 million concurrent users. (News) |
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| Java EE specifications have been renamed Jakarta EE, changing branding and clarifying the names of each document. (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  Kubernetes is an open-source platform for automating deployment, scaling and operations of application containers across clusters of hosts. Download this Kubernetes cheat sheet to learn how to install Minikube, run locally on Minikube, install Kubectl, and use the Kubectl CLI. Download Now. |
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| Even though C# 8.0 is still months away, planning has begun for C# 8.x. Some of these features are new, while others were previously considered for C# 8. (News) |
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TOP Web Development NEWS HEADLINES |
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 Simona Cotin talks about how to migrate an API of an existing app to Azure Functions, and how to use Visual Studio Code and the Azure Functions extension to speed up work. (Presentation with transcript included) |
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| Apple recently announced project Catalyst during its WWDC. Catalyst is designed to allow developers to release iOS apps for macOS, starting with the next major release of macOS Catania. (News) |
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TOP Architecture & Design NEWS HEADLINES |
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 While the role and responsibilities of a software architect can be seen as contradictory to the values of the Manifesto for Agile Software Development, a good architect finds techniques that support an agile development team. (Article) |
 Nicky Wrightson gives some practical insight into how to handle failure in today's more complex distributed microservice systems. This includes looking at approaches to resiliency, understanding a system, understanding the requirements for fault tolerance, and the developers' mindset necessary for this. She shares real-world examples, and an occasional war story along the way too. (Presentation with transcript included) |
 Learn what some of the most well-known and respected figures in the field of software architecture (Martin Fowler, Vaughn Vernon, Justin Cormack & more) have to say about new emerging trends and also the evolution of existing topics that have gained wider adoption. |
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TOP Culture & Methods NEWS HEADLINES |
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 When you build your software product or implement a digital platform, there are many things you need to consider – like product design, technology stack, architecture, etc. . And many times we forget, that at the end the most crucial part is the team that will work together to deliver it. (Article) |
 This article explores how business stakeholders and developers can improve their collaboration and communication by learning each other's language and dictionaries. It explores areas where there can be the most tension: talking about impediments and blockers, individual and team learning, real options, and risk management. (Article) |
 The book Applied Empathy by Michael Ventura explores how understanding people and learning about their perspectives can help us to lead with empathy. Questions are more important than answers; as leaders we should look for ways to connect with our customers and employees, and listen more and talk less. (Article) |
 Randy Shoup discusses team Autonomy -how high-performing companies own their destiny from idea to development to deployment to operations; trust - how we need to foster a culture of trust among the individuals on a team, and between the teams themselves; and pragmatism in the product development process -how we need to define the problem we are solving, and solve it in the simplest way possible. (Presentation with transcript included) |
 Catherine Flick looks at the recently updated Association of Computing Machinery's Code of Ethics and Professional Practice. She reflects on the ethical issues, the ways to think about our job through a lens of ethics and responsibility, and tells us what developers can do to deal with ethical issues. (Presentation with transcript included) |
 Simon Wardley examines the issue of situational awareness and explains how it applies to technology. Using examples from government and the commercial world, he explores how we can map our environment, identify opportunities to exploit, and learn to play the game. (Presentation with transcript included) |
