InfoQ Homepage News
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Francesca Lazzeri on What You Should Know before Deploying ML in Production
At the recent QCon Plus online conference, Dr. Francesca Lazzeri gave a talk on machine learning operations (MLOps) titled "What You Should Know before Deploying ML in Production." She covered four key topics, including MLOps capabilities, open source integrations, machine-learning pipelines, and the MLFlow platform.
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Java News Roundup: JDK 18 Release Schedule, Spring Data 2021.1.0, Apple Open-Sources GCGC
This week's Java roundup for November 8th, 2021, features news from JDK 18, Project Loom Build 18-loom+4-273, point releases for Spring Framework and Spring Data, Quarkus 2.4.2.Final, Hibernate Reactive 1.1.0.Final, Piranha 21.11.0, Groovy 4.0.0-beta-2, Apache Camel Quarkus 2.4.0.Final, Neo4J Migrations 1.0.0, Apple open-sources GCGC, and Gluon JavaFX 17.0.2-ea+2 and JavaFX 18-ea+6.
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Microsoft Edge for Linux Now Stable
After one year in preview, Edge for Linux has recently become stable, aiming to provide an alternative to Chrome and Firefox and support to legacy Web apps.
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CNCF Publishes Latest Technology Radar Focused on DevSecOps
CNCF published the sixth edition of the end-user Technology Radar. The theme for this edition was DevSecOps, the integration of security at every step of the software development lifecycle. The radar highlighted there are many DevSecOps tools today and the space is growing and changing rapidly.
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Google Document Translation Now Generally Available
Google Cloud recently announced the general availability of Document Translation, a new feature of Translation API Advanced that allows formatting of documents to be retained throughout the translation process.
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Static Analyzer Rudra Found over 200 Memory Safety Issues in Rust Crates
Developed at the Georgia Institute of Technology, Rudra is a static analyzer able to report potential memory safety bugs in Rust programs. Rudra has been used to scan the entire Rust package registry and identified 264 new memory safety bugs.
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HashiCorp Vault 1.8 Adds Diagnose Command, Key Management Secrets Engine, and Expiration Manager
HashiCorp Vault 1.8 brings notable features and improvements to the secrecy and privacy product including Vault Diagnose, integrated-storage autopilot, Key Management secrets engine for AWS, expiration manager improvements, and control-group triggers. Vault helps users to manage secrets and protect sensitive data using UI, CLI, or HTTP API.
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Real-Time Exactly-Once Event Processing at Uber with Apache Flink, Kafka, and Pinot
Uber faced some challenges after introducing ads on UberEats. The events they generated had to be processed quickly, reliably and accurately. These requirements were fulfilled by a system based on Apache Flink, Kafka, and Pinot that can process streams of ad events in real-time with exactly-once semantics. An article describing its architecture was published recently in the Uber Engineering blog.
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HashiCorp Launches Public Beta of HCP Packer
HashiCorp Cloud Platform (HCP) Packer’s new public beta puts the long-standing machine-image building tool in the cloud, and also delivers new features such as release channels and a deeper integration with Terraform. Packer - a tool for building automated machine images which was launched back in 2013 - has been relaunched onto HashiCorp Cloud Platform, with a host of improvements.
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What Machine Learning Can Do for Security
Machine learning can be applied in various ways in security, for instance, in malware analysis, to make predictions, and for clustering security events. It can also be used to detect previously unknown attacks with no established signature.
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JetBrains Debuts New Kotlin Compiler K2, Kotlin for WebAssembly, and More
At its recent Kotlin 2021 Premier event, JetBrains made a number of major announcements, including K2, the new, faster Kotlin compiler, support for WebAssembly, the Kotlin Symbol Processor, a new code coverage plugin, and improved static analysis.
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PlanetScale Introduces Managed Cloud to Scale MySQL Databases
The company behind the open-source Vitess database clustering system recently announced PlanetScale Managed Cloud, an option to run PlanetScale’s databases and management functionalities from existing public cloud accounts.
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Microsoft Announces Azure Chaos Studio in Public Preview
At the recent Ignite, Microsoft announced the public preview of Azure Chaos Studio, a fully-managed experimentation service to help customers track, measure, and mitigate faults with controlled chaos engineering to improve the resilience of their cloud applications.
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Hibernate Releases Version 1.0 of Reactive API
Hibernate Reactive 1.0 is the first stable version of the reactive API for the popular Hibernate ORM, supporting non-blocking database drivers and a reactive style of interaction with the database.
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BigScience Research Workshop Releases AI Language Model T0
BigScience Research Workshop released T0, a series of natural language processing (NLP) AI models specifically trained for researching zero-shot multitask learning. T0 can often outperform models 6x larger on the BIG-bench benchmark, and can outperform the 16x larger GPT-3 on several other NLP benchmarks.