InfoQ Homepage News
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DeepMind Releases Weather Forecasting AI Deep Generative Models of Rainfall
DeepMind open-sourced a dataset and trained model snapshot for Deep Generative Models of Rainfall (DGMR), an AI system for short-term precipitation forecasts. In evaluations conducted by 58 expert meteorologists comparing it to other existing methods, DGMR was ranked first in accuracy and usefulness in 89% of test cases.
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AWS Offers a Mainframe Modernization Service for Customers to Move from Their Mainframes
During re:Invent 2021, AWS launched a mainframe migration service allowing customers to migrate and modernize their on-premises mainframe workloads to a managed and highly available runtime environment on AWS. The service called AWS Mainframe Modernization is currently in preview.
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Amazon RDS Custom for SQL Server Is Now Generally Available
Amazon announced the general availability of Amazon RDS Custom for SQL Server. The new service supports legacy, custom, and packaged applications that have dependencies on specific configurations and third-party tools and have historically been unable to move to a fully-managed database.
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Java News Roundup: Updates on Log4Shell, Spring Framework 6.0-M1, WildFly 26
This week's Java roundup for December 13th, 2021, features news from JDK 19, updates on the Log4Shell vulnerability, vendor statements on Log4Shell related to their products, point releases on various Spring-related projects and Hibernate, WildFly 26, Payara Platform, Quarkus 2.5.3.Final, Apache Camel 3.14.0, Piranha 21.11.0, and Apache Tika 2.2.0.
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Flutter 2.8 and Dart 2.15 Focus on Performance Improvement
Flutter 2.8 focuses on improving app startup time, reducing memory footprint, and making it easier for developers to profile performance issues. Along with it, Google has announced a new Dart version, Dart 2.15, improving worker isolates, introducing constructor tear-off, and extending enums.
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Microservice Calls’ Critical Path Analysis with Jaeger and Uber’s CRISP
Discovering which services need to be optimised to reduce end-to-end latency in a microservices-based system can be challenging because call graphs may be too complicated to read. Uber described an open-source tool called CRISP built to solve this problem by finding the critical paths in these graphs. These paths identify those operations whose optimisation benefits the overall system.
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AWS US-EAST-1 Outage: Postmortem and Lessons Learned
On December 7th AWS experienced an hours-long outage that affected many services in its most popular region, Northern Virginia. The cloud provider released an analysis of the incident that started threads in the community about redundancy on AWS and multi-region approaches.
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AWS Re-Launches Amazon Inspector with New Architecture and Features
Amazon Inspector is an automated vulnerability management service that continually scans AWS workloads for software vulnerabilities and unintended network exposure. It was first launched in 2015, and during the recent re:Invent 2021, AWS re-launched it with brand new architecture and a host of new features such as container-based workloads, integration with Amazon Event Bridge, and Security Hub.
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Go Generics Debut in Go 1.18 Beta 1
The latest beta release of Go, Go 1.18 beta 1, finally introduces support for generics programming using parametrized types, a long-awaited and highly-requested feature. Additionally, it also adds support for test fuzzing, a technique used to find inputs then uncover incorrect behaviour in a program.
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Spring Boot 2.6 Improves Docker Images and Metrics, Version 2.4 Is EOL
VMware has released Spring Boot 2.6. As the second and last feature release of 2021, it improves Docker image building, provides more health and management information, and allows testing Spring MVC applications with the WebTestClient interface. This release also updates dependencies, such as Spring Security 5.6, Spring Data 2021.1, Spring Kafka 2.8, Hibernate 5.6, Kotlin 1.6, and JUnit 5.8.
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An Overview of Twitter's Security Key Implementation
Recently, Twitter migrated their internal workforce accounts from legacy two-factor authentication (2FA) to physical security keys. Aimed at preventing phishing attacks, the security keys can identify malicious sites by leveraging the FIDO and WebAuthn security standards.
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The Challenges of Reading Code and How to Deal with Them
Reading code can be confusing in many ways; we are not explicitly taught how to read code, and we rarely practice code reading. Being aware of the cognitive processes that play a role can help to become better at reading code.
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Azure Space Introduces Azure Orbital in Preview and New Geospatial Capabilities
Microsoft recently announced new satellite connectivity and geospatial capabilities for Azure Space. The cloud provider introduced the preview of Azure Orbital, a ground station as-a-service that provides communication and control of satellites, and added geospatial and data analytics partnerships with Esri, Blackshark.ai, and Orbital Insight.
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Improve Android App Startup Times Like Facebook and Google Do
In a recent article, engineers from Google and Facebook provided their hints at what matters the most when reducing the time it takes for an Android app to become responsive on launch and ensuring an optimal user experience.
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Airbnb Streamlines the Development Process with a Unified Architecture for Collaborative Hosting
Airbnb recently detailed how it designed and built a unified architecture for collaborative hosting. This architecture streamlines the development process of new products, as engineers only need to know about one central framework that will cover all hosting use cases. This framework encapsulates the specific types of collaborative hosting, freeing the engineers from the need to worry about them.