InfoQ Homepage Development Content on InfoQ
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Instacart Creates a Self-Serve Apache Flink Platform on Kubernetes
Instacart moved their Apache Flink workloads from AWS EMR to Kubernetes to meet the high demand for data processing use cases using Flink within the organization, as using EMR became problematic for many teams with different requirements. As a result, they made the platform easier to use and reduced their operational and infrastructure costs.
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Modern Cryptography in OpenJDK: Introduction of Key Encapsulation Mechanisms API
JEP 452, Key Encapsulation Mechanism API, has been marked as completed for JDK 21. This JEP introduces a modern encryption technique for securing symmetric keys using public key cryptography. The API supports various KEM algorithms, including RSA-KEM, ECIES, and those under NIST's Post-Quantum Cryptography standardization.
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AWS Introduces Remote Invoke Feature in AWS SAM CLI, Enabling Seamless Testing of Lambda Functions
AWS recently announced the launch of the remote invoke feature in AWS Serverless Application Model (SAM) Command Line Interface (CLI) for AWS Lambda, allowing developers to quickly invoke their AWS Lambda functions deployed to the AWS cloud.
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Java News Roundup: Jakarta EE 11 Updates, Quarkus LTS, Micronaut, Foojay Board, DevBCN, JCrete
This week's Java roundup for July 3rd, 2023, features news from JDK 22, JDK 21, Jakarta EE 11 updates, Micronaut 4.0.0-RC1, Quarkus 3.2.0 and 2.16.8, Helidon 3.2.2, Apache Camel 4.0.0-RC1, Hibernate Search 6.2.0, Hibernate Reactive 2.0.2, Infinispan 15.0.0.Dev02, JDKMon 17.0.69, JBang 0.109.0, Kotlin 1.9.0, Foojay.io updates, and DevBCN and JCrete conferences.
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JetBrains Launches the Kotlin Notebook Plugin for IntelliJ IDEA
Using the experimental Kotlin Notebook plugin for IntelliJ IDEA, developers will be able to combine code, visualizations, and text, as well as to run code snippets and view their results, all in a single document.
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Enhancing AI Capabilities: Google Cloud Integrates Vector Search in Managed Databases
Google Cloud recently added support for the pgvector on Cloud SQL for PostgreSQL and AlloyDB for PostgreSQL. The extension brings vector search operations to the managed databases, allowing developers to store vector embeddings generated by large language models (LLMs) and perform similarity searches.
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Distributed PostgreSQL Benchmarks: Azure Cosmos DB, CockroachDB, and YugabyteDB
Microsoft recently discussed the results of distributed PostgreSQL benchmarks, comparing transaction processing and price performance for Azure Cosmos DB for PostgreSQL, CockroachDB, and Yugabyte. With different implementation trade-offs, the results show a higher throughput for Azure Cosmos DB but highlight the challenges of benchmarking distributed databases.
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Enhanced Testcontainers and Development-Time Containers Support in Spring Boot 3.1
Spring Boot 3.1, the latest version of the popular Java-based framework for building stand-alone, production-grade applications, introduces enhanced support for development-time containers. This new feature was the focus of a recent livestream by Josh Long, a Spring developer advocate, on his YouTube channel "Coffee + Software with Josh Long."
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Cloudflare Introduces Smart Hints to Automate Web Performance Optimisation
Cloudflare has introduced Smart Hints to eliminate the need for manual configuration of Early Hints and Fetch Priorities, By leveraging Cloudflare's network, Smart Hints streamline the optimization process and aim to provide performance improvements without requiring manual configuration.
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AWS Step Functions Introduces Versions and Aliases for Enhanced Deployment Resiliency
Recently, AWS announced the availability of versions and aliases in Step Functions to improve resiliency for deployments of serverless workflows.
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Java Enhances Z Garbage Collector with Generational Capabilities
JEP 439, Generational ZGC, has been promoted from Targeted to Completed for JDK 21. This JEP proposes to improve application performance by extending the Z Garbage Collector (ZGC) to maintain separate generations for young and old objects. This will allow ZGC to collect young objects, which tend to die young, more frequently.
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Manifest Confusion Paves the Way to New npm Supply Chain Threats
A recent report by former npm engineering manager Darcy Clarke found that the npm registry does not validate manifest information against the contents of its corresponding package tarball. This creates a double source of truth that attackers can exploit to hide scripts or dependencies, says Clarke.
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JEP 441: Transforming Java with Pattern Matching for switch
JEP 441, Pattern Matching for the switch, is completed in JDK 21, following four previews in JDKs 17-20 (JEPs 406, 420, 427, 433). It finalizes the feature, addressing feedback from previews, and enhances the language with pattern matching for switch expressions and statements.
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Apple Extends Core ML, Create ML, and Vision Frameworks for iOS 17
At its recent WWDC 2023 developer conference, Apple presented a number of extensions and updates to its machine learning and vision ecosystem, including updates to its Core ML framework, new features for the Create ML modeling tool, and new vision APIs for image segmentation, animal body pose detection, and 3D human body pose.
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How LinkedIn Serves over 4.8 Million Member Profiles per Second
LinkedIn introduced Couchbase as a centralized caching tier for scaling member profile reads to handle increasing traffic that has outgrown their existing database cluster. The new solution achieved over 99% hit rate, helped reduce tail latencies by more than 60% and costs by 10% annually.