InfoQ Homepage News
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PyTorch and TensorFlow: Which ML Framework is More Popular in Academia and Industry
An article that was recently published on the gradient is examining the current state of Machine Learning frameworks in 2019. The article is utilizing some metrics to argue the point that PyTorch is quickly becoming the dominant framework for research, whereas TensorFlow is the dominant framework for applications in the industry. In this article we will dive into their differences.
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iRobot’s Experience in Running ROS2 on Linux-Based Embedded Platforms
During ROSCon 2019, Alberto Soragna, Juan Oxoby, and Dhiraj Goel from iRobot presented their experience in using ROS 2 on a low-cost embedded platform. By experimenting with different Data Distribution Service (DDS) implementations they reduced the CPU and memory usage of their application, which improved performance.
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NetBeans Celebrates 20 Years of Guidance
NetBeans recently celebrated their 20th year since the company was acquired by Sun Micrososystems. Former members gathered to celebrate the journey from student project, into Sun, then Oracle, finally ending up in the Apache Software Foundation.
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Microsoft Releases Azure API for Fast Healthcare Interoperability Resource (FHIR) as GA
In a recent blog post, Microsoft announced the general availability of the Azure API for Fast Healthcare Interoperability Resource (FHIR), making it the first cloud vendor providing native support for this format in a managed cloud service. With the API, customers can quickly ingest, persist, and manage healthcare data in the cloud.
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Gutenberg – a Publish-Subscribe Service for Datasets Created by Netflix
To propagate datasets from a single producer to multiple consumers, Netflix has created Gutenberg, a service using a publish-subscribe technique to propagate versioned datasets between their microservices. In a blog post, Ammar Khaku, senior software engineer at Netflix, describes an overview of the design as well and some use cases for Gutenberg.
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DOES 2019: Creating a Culture of High Performance by Dr. Andre Martin From Google
The speed of growth is creating unforeseen and powerful impacts on company culture. Dr. Martin, VP PeopleDev at Google, shared the negative impacts that growth has on culture and what the best workplaces do to create a more compelling employee experience.
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Microsoft Concludes the .NET Framework API Porting Project
Earlier this month, Microsoft announced the conclusion of the .NET Framework API porting project for .NET Core 3.0. That means the official development team won't port any other APIs from the .NET Framework to .NET Core 3.0. Microsoft also stated their intention to open-source more of the .NET Framework code, allowing the creation of community-driven porting projects in the future.
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Migrating Two Large Robotics ROS1 Codebases to ROS2
In 2018, the Robot Operating System 2 (ROS2) was launched as a successor to ROS1. At ROSCon 2019, several speakers shared their experience in moving from ROS1 to ROS2. Lessons were shared in two separate talks: the Autoware project, and the demo porting by Rover Robotics.
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GRIT Protocol Enables Distributed Transactions across Multi-Database Microservices
At the IEEE International Conference on Data Engineering (ICDE) 2019, eBay engineers presented a paper introducing a protocol for distributed ACID transactions using multiple databases, GRIT. Support for multiple databases is key to enabling GRIT's use across microservices, which are usually implemented in different languages and may use multiple underlying databases.
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Writing Tests for CSS Is Possible! Gil Tayar at ReactiveConf 2019
Gil Tayar, senior architect and developer relations at Applitools, recently presented at ReactiveConf 2019 in Prague the specific issues behind CSS testing and how they can be addressed through methodology and tooling.
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Facebook Releases Relay 7 for Building Data-Driven React Apps with GraphQL
Relay, a JavaScript framework for building data-driven React applications with GraphQL, recently released version 7, with improvements to error handling and Relay hooks.
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OpsRamp Releases Improved Alert Correlation and Better Insights into Event Management Models
OpsRamp, a SaaS platform for datacenter operations management, announced its Fall 2019 release which includes a number of enhancements to its intelligent event management and correlation machine learning models. This release also includes multi-cloud infrastructure monitoring capabilities, synthetic monitoring, and a custom integration framework.
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Four Strategies to Handle Backpressure - Jay Phelps at ReactiveConf 2019
Jay Phelps, RxJS core team member, recently presented at ReactiveConf 2019 in Prague what backpressure really is, when it happens, and the strategies which can be applied to deal with it.
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The Robot Operating System (ROS) Can Make Hospitals Smarter
The ROSCon 2019 conference kicked off with a keynote from Selina Seah from Changi General Hospital and Morgan Quigley from Open Robotics. In their talk, they outlined the need for robotics and automation in hospitals. To support robotics, the Open Robotics foundation works actively to create tools to support multiple robotics platforms, fleets working together, and tools for QA and simulation.
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Developing Cultural Sensitivity in Working with Other Cultures
Cultural differences can be a challenge in an international workplace, but at the same time cultural diversity can also be fascinating, said Rachel Smets. At Positive Psychology in Practice 2019 she suggested we prepare ourselves when working with other cultures or moving abroad, and develop our cultural sensitivity by learning about new cultures as much as we can.