InfoQ Homepage Development Content on InfoQ
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CNCF Kicks off CloudNativeSecurityCon NA 2023
The Cloud Native SecurityCon North America 2023 kicked off this week in Seattle. The first dedicated event focused on Cloud Native Security with over 800 attendees, 70 sessions, 50 sponsors, and vendors organized by the Cloud Native Computing Foundation (CNCF).
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Stanford Researchers Present AI Framework to Implement and Validate Complex Algorithms
Parsel, an AI framework created by a group of researchers at Stanford, uses large language model (LLM) reasoning to transform hierarchical functions descriptions in natural language into an implementation in code. Additionally, the researchers maintain, Parsel can be used for robot planning and theorem proving.
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Test Automation Requires a Strategy and Clean Code
Having a good strategy for test automation can make it easier to implement test automation and reduce test maintenance costs. The test automation pyramid and automation test wheel can be of help when formulating a test automation strategy and plan. Test automation code should be clean code, and treated similarly to production code.
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AWS OpenSearch Serverless Now Generally Available
Amazon recently announced the general availability of OpenSearch Serverless, a new serverless option for Amazon OpenSearch service, which automatically provisions and scales the underlying resources for faster data ingestion and query responses.
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Apache Linkis Graduated to Apache Top-Level Project
Apache Linkis is a computation middleware that acts as a layer between upper-level applications and underlying engines, such as Apache Spark, Apache Hive and Apache Flink. It started as an Apache Incubator project in 2021 and graduated to a Top Level Project in January 2023.
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GraalVM Native Image on RISC-V
The fifth generation of the Reduced Instruction Set Computer (RISC) architecture, called RISC-V, was introduced in 2010. RISC is an open standard instruction set for processors, available for free, under open source licenses. GraalVM may now be used to compile and run native images on RISC-V machines.
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Uno Platform 4.7 Update Brings Simpler Solution and Performance Improvements
The open-source UI framework for cross-platform C# and XAML applications, Uno, has been updated to version 4.7. It brings a simplified solution experience in Visual Studio, performance updates on different platforms and other minor updates.
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AWS Gives Developers More Control over Lambda Function Runtime with Runtime Management Controls
AWS recently introduced runtime management controls, which provide more visibility and control when Lambda applies runtime updates to functions.
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Google Boosts Sandboxed Container File System Performance by Improving gVisor
Google improved the file system implementation in gVisor, the open source isolation layer used in its commercial container-oriented offerings, such as App Engine, Cloud Run, and Cloud Functions. According to Google engineers Ayush Ranjan and Fabricio Voznika, the new gVisor file system, dubbed VFS2, may improve performance of file-intensive workloads by 50%-75% approximately.
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Intel oneDAL Available in ML.NET
The first preview release of ML.NET 3.0, available since December, contains the integration with Intel oneAPI Data Analytics Library that leverages SIMD extensions on 64-bit architectures, which are available on Intel and AMD processors.
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Optimized Reads and Optimized Writes Improve Amazon RDS Performances for MySQL Compatible Engines
AWS recently introduced RDS Optimized Reads and RDS Optimized Writes, which are designed to enhance the performance of MySQL and MariaDB workloads running on RDS. These new functionalities can improve query performances and provide higher write throughput but are available on a limited subset of instances and have multiple prerequisites.
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Mockito 5 Supports Mocking Constructors, Static Methods and Final Classes out of the Box
Mockito has released version 5, switching the default mockmaker to mockito-inline in order to better support future versions of the JDK and allows mocking of constructors, static methods and final classes out of the box. The baseline increased from Java 8 to Java 11, as supporting both versions became costly and managing changes in the JDK such as with the SecurityManager proved difficult.
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Java News Roundup: JDK 20 in Rampdown Phase 2, New JEP Drafts, JobRunr 6.0, GraalVM 22.3.1
This week's Java roundup for January 23rd, 2023, features news from OpenJDK, JDK 20, JDK 21, GraalVM 22.3.1, TornadoVM 0.15, Spring Cloud Azure 5.0, Spring Shell 3.0.0 and 2.1.6, Spring Cloud 2022.0.1, Quarkus 2.16 and 3.0.Alpha3, Micronaut 3.8.3, JobRunr 6.0, MicroStream 8.0-EA2, Hibernate 6.2.CR2, Tomcat 10.1.5, Groovy 4.0.8 and 2.5.21, Camel Quarkus 2.16, JDKMon 17.0.45 and Foojay.io at FOSDEM.
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AWS Lambda Now Supports Maximum Concurrency for SQS as Event Source
AWS Lambda now provides a way to control the maximum number of concurrent functions invoked by Amazon SQS as an event source. Setting the Maximum Concurrency, developers can determine the concurrency of the functions processing messages in individual SQS queues, simplifying the scalability of serverless applications.
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How Lyft Detects Android Memory Leaks in Production
While modern tooling for Android and iOS enable memory leak detection using local builds, this is not enough to guarantee an app shows correct memory behavior in production, where it runs on a wide range of devices in diverse conditions. For this reason, Lyft engineers combine A/B testing and memory observability to detect which features leak memory.