InfoQ Homepage Programming Content on InfoQ
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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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Google Unveils MusicLM, an AI That Can Generate Music from Text Prompts
Google researchers have introduced MusicLM, an AI model that can generate high-fidelity music from text. MusicLM creates music at a constant 24 kHz throughout a number of minutes by modeling the conditional music generating process as a hierarchical sequence-to-sequence modeling problem.
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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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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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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.
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Microsoft Unveils VALL-E, a Game-Changing TTS Language Model
Microsoft has introduced VALL-E, a novel language model method for text-to-speech synthesis (TTS) that employs audio codec codes as intermediate representations and can replicate anyone's voice after listening to just three seconds of audio recording.
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Kubernetes Java Client 17.0 Provides Support for Kubernetes 1.25
Kubernetes Java Client supports the Kubernetes API and the current release 17.0.0 supports version 1.25 of the Kubernetes API. The client is able to dynamically retrieve information, for example for monitoring purposes, and allows changing and deleting items in the Kubernetes cluster. The Kubernetes client may be used as an alternative for the command line Kubernetes tool: kubectl [argument].
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HC-tree is a High-Concurrency Backend for SQLite Supporting Replication
HC-tree is a project aimed at building a new backend for SQLite specifically optimized for high-concurrency and lead-follower style replication. While still experimental, HC-tree can be used as an SQLite drop-in replacement, albeit with limitations.
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How Palo Alto Approaches Platform Engineering
Ramesh Nampelly, senior director of cloud infrastructure and platform engineering at Palo Alto, recently wrote about how Palo Alto approaches platform engineering. They built their own internal developer platform (IDP) based on the open-source tool Backstage. Their platform covers infrastructure provisioning, policy management, observability, and cost management.