InfoQ Homepage News
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Perceiver: One Neural-Network Model for Multiple Input Data Types
Google’s DeepMind company has recently released a state-of-the-art deep-learning model called Perceiver that receives and processes multiple input data ranging from audio to images, similarly to how the human brain perceives multimodal data. Perceiver is able to receive and classify input multiple data types, namely point cloud, audio and images.
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Microsoft Releases AI Training Library ZeRO-3 Offload
Microsoft recently open-sourced ZeRO-3 Offload, an extension of their DeepSpeed AI training library that improves memory efficiency while training very large deep-learning models. ZeRO-3 Offload allows users to train models with up to 40 billion parameters on a single GPU and over 2 trillion parameters on 512 GPUs.
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.NET 6: Date and Time Structures
A long-standing problem with .NET’s Base Class Library is the inability to separately represent date and time values. As part of .NET 6, the new DateOnly and TimeOnly classes seek to correct this oversight.
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Quarkus 1.11 Introduces State Preserving Reload in Development Mode
Quarkus’ development mode, a hot redeploy mechanism through which code changes in an application will be recompiled and reloaded when refreshed in the browser, was improved with a new ability: state preserving reload. InfoQ reached out to Stuart Douglas, senior principal software engineer at Red Hat, for a deeper understanding of Quarkus’ development mode.
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Java News Roundup - Week of April 5th, 2021
A roundup of stories in the Java ecosystem for the week of April 5th.
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Announcing Refinery by Honeycomb: a Trace-Aware Sampling Proxy
Honeycomb, the company providing observability tools, recently announced Refinery. Supporting multiple sampling methods by default, Refinery runs on the customer's infrastructure to provide critical debugging data.
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Ebay Open-Sources Package to Reduce Test Flakiness Using Swift and Xcode
Targeted Auto Retry is Ebay's approach to dealing with test flakiness that aims to make a continuous integration pipeline more resilient to flaky test steps. To make this approach straightforward to use, Ebay has open sourced a lightweight framework for the Swift language that can be used with Xcode unit testing framework.
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AWS Announces the General Availability of the Red Hat OpenShift Service on AWS
Recently AWS announced the general availability of Red Hat OpenShift Service on AWS (ROSA), which provides a new managed service that makes it easier for Red Hat OpenShift customers to build, scale, and manage containerized applications on AWS. The service offers a fully-managed OpenShift service with joint support from AWS and Red Hat.
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Microsoft Introduces Microsoft Build of OpenJDK
Microsoft has introduced a preview release of Microsoft Build of OpenJDK, a new open-source downstream distribution of OpenJDK. Microsoft Build of OpenJDK supports x64 server and desktop environments on macOS, Linux, and Windows. Bruno Borges, principal program manager, Java Engineering Group at Microsoft, spoke to InfoQ about Microsoft Build of OpenJDK.
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.NET News Roundup - Week of April 5th, 2021
The last week was an eventful one for the .NET community, with multiple releases from Microsoft - including the third preview for .NET 6, ASP.NET Core, MAUI, and EF Core 6. InfoQ examined these and a number of smaller stories in the .NET ecosystem from the week of April 5th, 2021.
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Cheryl Hung on Trends in Cloud Native and DevOps for 2021
In a recent keynote for The DEVOPS Conference, Cheryl Hung, VP ecosystem for the Cloud Native Computing Foundation (CNCF), shared her top 10 predictions for cloud native in the upcoming year. This includes improvements in cross cloud support, growth in GitOps and chaos engineering practices, and an increase in the adoption of FinOps.
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AWS Introduces EC2 Serial Console: Troubleshoot Boot and Networking Issues
AWS has recently introduced the EC2 Serial Console, a tool to establish a serial connection to EC2 instances and troubleshoot boot and network connectivity issues.
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Swift Collections Brings New Data Structures to Swift
Swift Collections is a new open-source package that aims to extend the choice of data structures available to Swift programmers beyond those provided in the standard library. In its initial version, it offers deques, ordered sets, and ordered dictionaries.
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NativeScript 8 Released with Apple M1, Webpack 5, and Dynamic View Support
The recently released NativeScript 8 features official Apple M1 support, and webpack 5 builds. NativeScript 8 supports a new layout container for creative view development and two new styling properties: box-shadow and text-shadow.
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AWS and Cloudflare Add Bot Management Features to Their Firewalls
Both AWS and Cloudflare have released new bot mitigation features into their respective firewall products. Both releases provide additional features for filtering out unwanted bot traffic from reaching the application.