InfoQ Homepage News
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Google Open-Sources Secure ML Operating System KataOS
Google's AmbiML team recently open-sourced KataOS, a provably secure operating system for embedded ML hardware. KataOS is based on the seL4 microkernel and is implemented in Rust. Along with KataOS, Google is releasing Sparrow, a reference implementation of the operating system targeted for a secure hardware platform based on the RISC-V architecture.
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AWS Announces Redis 7 Compatibility to Amazon ElastiCache for Redis
Recently AWS announced Redis 7 compatibility with Amazon ElastiCache for Redis, which brings several new features, such as Redis Functions, ACL improvements, and Sharded Pub/Sub.
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Instagram Notification Management Now Uses Causal Inference Instead of Click-through Rate
Instagram has changed the way of creating notifications, moving from CTR to causal inference and ML models to identify highly active users who are likely to receive the notifications.
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.NET 7 Adds Aggressive Garbage Collection for Kubernetes
In a Kubernetes cluster, idle services may consume too much memory, resulting in an out-of-memory situation for the whole server even nothing significant is occurring. The new GCCollectionMode.Aggressive option allows the application to tell the runtime to release memory it doesn’t need when going idle.
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AWS Lambda Telemetry API Provides Enhanced Observability Data
AWS has released the AWS Lambda Telemetry API, a new way for extensions to receive enhanced function telemetry from the Lambda service. The new API simplifies collecting traces, logs, and custom and enhanced metrics from Lambda functions. Along with several example extensions, there are several extensions available from third parties including Datadog, Dynatrace, Serverless, and Sumo Logic.
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CNCF Accepts Istio as an Incubating Project
The CNCF recently announced that it has voted to accept Istio as an incubating project. Initially developed by Google and IBM alongside the Lyft team, Istio is the most widely adopted service mesh. The Istio steering committee shared the announcement in a blog post, reflecting on Istio’s journey from 2016.
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Java News Roundup: Spring Framework 6, JCP Election, Project Valhalla, OpenJDK Updates
This week's Java roundup for November 14th, 2022, features news from OpenJDK, JDK 20, Project Valhalla, JavaFX 20, JCP election results, Spring Framework 6.0, Spring Data 2022.0, Spring Cloud Dataflow 2.10-RC2, Spring Modulith 0.1-RC1, Quarkus 2.14.1 and 3.0.Alpha1, Micronaut 3.7.4, Piranha 22.11.0, Eclipse Vert.x 4.3.5, Apache Tomcat 10.1.2 and 9.0.69, Apache Beam 2.43.0 and PrimeFaces 12.0.2.
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Angular 15 - Standalone Components are Stable
Google recently released Angular 15, the latest version of their popular SPA framework. The update includes a stable API for standalone components alongside several other significant improvements.
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AWS Researchers Propose a Method That Predicts Bias in Face Recognition Models Using Unlabeled Data
AWS researchers presented a novel method for evaluating bias in face recognition algorithms, which does not require data with identity annotations. The tests show that, despite the method's limitation to estimating a model's performance on data from various demographic groups, those estimates are reliable enough to identify performance discrepancies that are indicative of bias.
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Tagged Strings in Visual Studio and .NET 7
As part of .NET 7, developers now have the ability to tag strings using the StringSyntax attribute. These tags inform tools such as Visual Studio as to the nature of the string. For example, you can mark the string as containing JSON or RegEx, and Visual Studio will apply the appropriate syntax highlighting.
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Upgrade to Apache Commons Text 1.10 to Avoid New Exploit
A new vulnerability in the Apache Commons Text, AKA Text4Shell, allows an attacker to execute arbitrary code on the host machine. Originally reported by Alvaro Munoz, principal security researcher at GitHub, CVE-2022-42889 is similar to Spring4Shell and Log4Shell, allowing remote code execution (RCE).
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Fermyon Built a WebAssembly Cloud to Push Serverless Microservices Beyond Containers
At KubeCon/CloudNativeCon 2022, Fermyon launched its microservice-oriented platform for WebAssembly apps, called Fermyon Cloud, which is now available in open beta.
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Microsoft Introduces New Azure HX and HBv4 Virtual Machines for High-Performance Computing
Microsoft recently announced new HBv4-series and HX-series virtual machines (VMs) in preview suitable for high-performance computing (HPC) workloads such as computational fluid dynamics (CFD), finite element analysis, frontend and backend electronic design automation (EDA), rendering, molecular dynamics, computational geoscience, weather simulation, AI inference, and financial risk analysis.
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AWS Introduces Resource Explorer to Simplify Search and Discovery of Resources
AWS recently announced the general availability of Resource Explorer, a managed capability to search and discover resources inside an AWS account. The new option is available at no additional charge and can query multiple regions but not multiple accounts.
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Google Releases a Guide to Android App Modularization
Google has recently released a guide to Android app modularization. This guide is designed to bring best practices and recommended patterns for developers to build multi-module Android apps, focusing on mitigating problems that arise when the codebase grows, such as scalability, readability, stability and testability.