InfoQ Homepage News
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Amazon S3 Introduces Metadata Feature for Improved Data Management and Querying in Preview
Amazon Web Services (AWS) has launched S3 Metadata, enhancing data management for S3 users. This new capability enables near real-time querying and analysis of S3 data via organized metadata updates. By adopting Apache Iceberg, it ensures interoperability and scalability, allowing businesses to efficiently leverage their data for analytics and AI applications.
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QCon SF 2024: Refactoring Large, Stubborn Codebases
Jake Zimmerman, technical lead of Sorbet at Stripe, and Getty Ritter, Ruby infrastructure engineer at Stripe, presented Refactoring Stubborn, Legacy Codebases at the 2024 QCon San Francisco conference. Zimmerman and Ritter demonstrated how to fix complaints on maintaining a large codebase with leverage and by ratcheting incremental progress.
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Kotlin Reaches 2.1.0, Bringing New Language Features, Compiler Updates, and More
Kotlin 2.1.0 introduces new syntax, including guard conditions, non-local break and continue, and multi-dollar string interpolation. Additionally, it extends its multiplatform capabilities and improves the K2 compiler.
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Amazon Introduces Amazon Nova, a Series of Foundation Models
Amazon has announced Amazon Nova, a family of foundation models designed for generative AI tasks. The announcement, made during AWS re:Invent, highlights the models' capabilities in tasks such as document and video analysis, chart comprehension, video content generation, and AI agent development.
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From Aurora DSQL to Amazon Nova: Highlights of re:Invent 2024
The 2024 edition of re:Invent has just ended in Las Vegas. As anticipated, AI was a key focus of the conference, with Amazon Nova and a new version of Sagemaker among the most significant highlights. However, the announcement that generated the most excitement in the community was the preview of Amazon Aurora DSQL, a serverless, distributed SQL database with active-active high availability.
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Java News Roundup: JDK 24 in Rampdown, JDK 25 Expert Group, Jakarta EE 11 Core Profile, Spring Cloud
This week's Java roundup for December 2nd, 2024, features news highlighting: JDK 24 in Rampdown Phase One; the formation of the JDK 25 Expert Group; the release of Jakarta EE 11 Core Profile and Spring Cloud 2024.0.0; and point releases for GlassFish, Open Liberty, Quarkus and Apache Camel.
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AWS Transfer Family Web Apps: Simplified S3 Data Access through the Browser
AWS Transfer Family's new web apps offer a user-friendly, no-code solution for secure access to Amazon S3 data. Designed for non-technical users, these fully managed portals simplify file management and enhance security with AWS IAM integration. Easily customizable and compliant with major standards, they streamline workflows and bridge gaps in traditional file transfer methods.
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Cloudflare Experiences Major Incident in November, Resulting in Log Loss
Cloudflare has recently confirmed that on November 14th they experienced an incident affecting Cloudflare Logs with 55% of logs during a 3.5-hour period being lost. The incident impacted most customers using the service, with a misconfiguration triggering a cascading series of system failures and exposing weaknesses in handling unexpected spikes in demand.
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Micro Metrics for LLM System Evaluation at QCon SF 2024
Denys Linkov's QCon San Francisco 2024 talk dissected the complexities of evaluating large language models (LLMs). He advocated for nuanced micro-metrics, robust observability, and alignment with business objectives to enhance model performance. Linkov’s insights highlight the need for multidimensional evaluation and actionable metrics that drive meaningful decisions.
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Optimizing Amazon ECS with Predictive Scaling
Amazon Web Services (AWS) recently released Predictive Scaling for Amazon ECS, an advanced scaling policy that employs machine learning (ML) algorithms to anticipate demand surges, ensuring applications remain highly available and responsive while minimizing resource overprovisioning.
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Static Analyser PHPStan Releases Version 2.0
PHPStan, a static analysis tool for PHP recently released its version 2.0. This release launches new features and improvements related to enhancing code analysis, performance, and user experience.
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Ai2 Launches OLMo 2, a Fully Open-Source Foundation Model
The Allen Institute for AI research team has introduced OLMo 2, a new family of open-source language models available in 7 billion (7B) and 13 billion (13B) parameter configurations. Trained on up to 5 trillion tokens, these models redefine training stability, adopting staged training processes, and incorporating diverse datasets.
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How Slack Used an AI-Powered Hybrid Approach to Migrate from Enzyme to React Testing Library
Enzyme’s lack of support for React 18 made their existing unit tests unusable and jeopardized the foundational confidence they provided, Sergii Gorbachov said at QCon San Francisco. He showed how Slack migrated all Enzyme tests to React Testing Library (RTL) to ensure the continuity of their test coverage.
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Amazon Introduces Elastic VMware Service for VMware Workload Migration to AWS in Preview
AWS has unveiled the Amazon Elastic VMware Service (EVS), enabling seamless VMware Cloud Foundation integration within Amazon VPC. This innovative service simplifies VMware workload migration and management in the cloud, allowing swift deployment and optimized infrastructure while offering customers flexibility and control over their applications.
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Mistral AI Releases Pixtral Large: a Multimodal Model for Advanced Image and Text Analysis
Mistral AI released Pixtral Large, a 124-billion-parameter multimodal model designed for advanced image and text processing with a 1-billion-parameter vision encoder. Built on Mistral Large 2, it achieves leading performance on benchmarks like MathVista and DocVQA, excelling in tasks that require reasoning across text and visual data.