InfoQ Homepage News
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Recent Appian Survey Unveils Worst Aspects of IT Developer Jobs
Low-code provider Appian released a survey among IT developers to gauge their satisfaction at work. According to the survey, the three worst aspects of IT jobs are time spent troubleshooting application issues, pressure due to time constraints and deadlines, and time wasted on repetitive coding task. InfoQ has spoken with Malcolm Ross, vice president of product at Appian, to learn more.
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Databricks MLflow Integration Now Generally Available
Databricks recently made MLflow integration with Databrick notebooks generally available for its data engineering and higher subscription tiers. The integration combines the features of MLflow with those of Databrick notebooks and jobs. MLflow provides the following three main capabilities: experiment tracking, projects, and MLflow models.
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Human Centered Design for Special Needs: Q&A with Mileha Soneji
Observing users to understand their needs helps to define the problem you need to solve, argued Mileha Soneji. In her talk at ACE Conference 2019 she showed how human-centered design with minimum viable prototypes can help to gain better insight faster, and that breaking down problems into smaller problems can be used to ideate simpler solutions.
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Microsoft Launches Several New Machine Learning Services and Extends Its Cognitive Services
Before its Build Developer Conference, Microsoft released several new Machine Learning services and Cognitive Services updates, ranging from no-code tools to hosted notebooks, with several new APIs and other services in-between.
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How GitLab Managed to Migrate from Azure to Google Cloud Platform
Recently GitLab.com was migrated from Azure to Google Cloud Platform (GCP) to make it more suitable to mission-critical workloads requiring the lowest error rates and the highest availability. InfoQ has spoken with Brandon Jung, VP of Alliances at GitLab, and Andrew Newdigate, Staff Engineer, Infrastructure, to learn more.
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Mozilla Revamps WebThings, its Open Source IoT Platform
Mozilla recently released its open source IoT platform, formerly called Project Things, as WebThings. Mozilla WebThings brings a series of logging, alarm, and networking features.
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Why and How Etsy Embraces Differences at the Workplace
Etsy has deployed various tactics to drive diversity and greater inclusion. They recently included diversity and inclusion in their guiding principles, integrated inclusion at each step of their employees' lifecycle, and developed strategies not just to hire diversity, but to foster a culture of inclusion. They empowered their employee resource groups to lead change based on feedback.
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OpenAI Introduces Sparse Transformers for Deep Learning of Longer Sequences
OpenAI has developed the Sparse Transformer, a deep neural-network architecture for learning sequences of data, including text, sound, and images. The networks can achieve state-of-the-art performance on several deep-learning tasks with faster training times.
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Making Robots More Intelligent, Microsoft Releases Autonomous Systems Platform
At the recent Build conference in Seattle, Microsoft announced, in limited preview, an end-to-end toolchain to help developers and organizations build autonomous systems for their industries. The platform includes machine teaching tools and simulation technologies that enable intelligent robotic systems to complete tasks like running autonomous forklifts and robotic inspection platforms.
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Node.js 12 Release Improves Security, Performance, and Modules
The Node.js project recently released Node.js version 12, adding improvements through its underlying V8 JavaScript engine, startup performance, ES6 modules, and more.
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ML.NET, an Open Source Machine Learning Framework for the .NET Ecosystem: Pranav Rastogi Q&A
Earlier this month Microsoft released the first major version of ML.NET, an open source machine learning (ML) framework for the .NET ecosystem. ML.NET allows the development of custom ML models using either C# or F#. These models can be used in scenarios involving sentiment analysis, fraud and spam detection, product and movie recommendation, image classification, and more.
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Databricks Open Sources Delta Lake to Make Data Lakes More Reliable
Databricks recently announced open sourcing Delta Lake, their proprietary storage layer, to bring ACID transactions to Apache Spark and big data workloads. Databricks is the company behind the creators of Apache Spark, while Delta Lake is already being used in several companies like McAffee, Upwork etc . Delta Lake is addressing the heterogeneous data problem that data lakes often have...
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Allegro Launches Hermes 1.0, a REST-based Message Broker Built on Top of Kafka
Allegro has launched version 1.0 of Hermes, a rest API based message broker built on top of Apache Kafka. Whilst not containing any new features, this first major version release is given to the current stable codebase.
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Optimize Automated Testing Using Defect Data
By integrating the test framework and the bug tracking system, it becomes possible to deactivate test cases for known bugs and reactivate them when the bug is solved. Aneta Petkova, QA chapter lead at SumUp, presented The Framework That Knows Its Bugs at TestCon Moscow 2019.
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Open Liberty 19.0.0.4 Released with Support for Reactive Streams Operators 1.0 and JDK 12
IBM’s latest monthly release of Open Liberty 19.0.0.4 features support for the MicroProfile Reactive Streams Operators 1.0 API, JDK 12, and Oracle Universal Connection Pool.