InfoQ Homepage Architecture & Design Content on InfoQ
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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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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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AWS Launches Lambda SnapStart for Python and .NET Functions
AWS has unveiled Lambda SnapStart for Python and .NET, enhancing serverless app performance by reducing cold start latency. This feature builds on the success of Lambda SnapStart for Java, allowing faster initializations through early environment caching. Available in multiple global regions, it offers efficient management of caching costs with Python 3.12+ and .NET 8+.
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Java News Roundup: Last of the JEPs Targeted to JDK 24, Quarkus 3.17, Maven 4.0-RC1, Kotlin 2.1
This week's Java roundup for November 25th, 2024, features news highlighting: the last of the JEPs targeted to JDK 24 before Rampdown Phase One; the release of Quarkus 3.17.0, Hibernate Search 7.2.2, Kotlin 2.1.0 and JDKUpdater 14.0.67+100; the second release candidate of Vert.x 5.0 and the first release candidate of Maven 4.0.0.
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Aurora Serverless v2 Adds Zero-Capacity Scaling for True Serverless
Amazon Aurora Serverless v2 has recently announced that it now supports scaling to zero capacity, enabling the database to automatically pause after a period of inactivity based on database connections. The lack of the ability to scale to zero capacity for Aurora's on-demand automatic scaling configuration has been a contentious topic for many years.
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Amazon Marks 10 Years of AWS Lambda by Releasing Initial Internal Document
Werner Vogels, Amazon’s CTO, recently unveiled the internal design narrative that initiated the AWS Lambda project. The release of the PR/FAQ that sparked the development of one of Amazon’s most popular services offers a “peek behind the curtain” and highlights the initial vision for serverless computing at Amazon.
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KubeCon + CloudNativeCon NA 2024: Yahoo’s Kubernetes Journey On-Prem to Multi-Cloud
At KubeCon+CloudNativeCon North America 2024, Nandhakumar Venkatachalam and Payal Patel shared Yahoo's Kubernetes journey from on-premises to multi-cloud at scale, underscoring challenges faced and lessons learned during this transition.
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Stream All the Things: Patterns of Effective Data Stream Processing Explored by Adi Polak at QCon SF
Adi Polak, Director of Advocacy and Developer Experience Engineering at Confluent, illuminated the complexities of data streaming in her QCon San Francisco presentation. She outlined key design patterns for robust pipelines, emphasizing reliability, scalability, and data integrity.
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QCon San Francisco 2024 Day 3: Arch Evolution, Next Gen UIs, Staff+ and Hardware Architectures
The 18th annual QCon San Francisco conference was held at the Hyatt Regency San Francisco in San Francisco, California. This five-day event, organized by C4Media, consists of three days of presentations and two days of workshops. Day Three, scheduled on November 20th, 2024, included two keynote addresses by Hien Luu and Shruti Bhat and presentations from four conference tracks.
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Stripe Rearchitects Its Observability Platform with Managed Prometheus and Grafana on AWS
Stripe replaced its observability platform, which used a third-party vendor solution, with a new architecture utilizing managed services on AWS. The company made the move due to scalability limits, reliability issues, and increasing costs while transitioning to microservices. The migration involved dual-writing metrics, translating assets, validation, and user training.
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Anna Berenberg Talks at QCon San Francisco on Google's One Network
Anna Berenberg, an Engineering Fellow at Google Cloud, unveiled One Network, a cloud-agnostic architecture that simplifies complex interconnected systems. Unifying disparate environments and leveraging open-source technologies enhances operational efficiency and consistency in security policies, empowering developers to focus on service endpoints while ensuring seamless platform integration.
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Agoda’s Unconventional Client-First Transition from a GraphQL Monolith to Microservices
Agoda recently described their innovative approach to transitioning from a monolithic GraphQL API to a microservices architecture. Unlike traditional methods focusing on breaking down server-side components first, Agoda adopted a client-first strategy, preparing their client applications to handle both the monolith and the microservices in parallel using an in-house smart orchestrator library.
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Java News Roundup: OpenJDK and Jakarta EE 11 Updates, Payara Platform, Vert.x, Log4j, JobRunr
This week's Java roundup for November 18th, 2024, features news highlighting: OpenJDK JEPs targeted and proposed to target for JDK 24; Jakarta EE 11 Core Profile in release review; the November 2024 Payara Platform release; the first release candidate of Vert.x 5.0; and point releases of Log4j 2.24.2 and JobRunr 7.3.2.
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Spring News Roundup: Delivering GA Releases of Boot, Security, Auth Server, Integration, Modulith
There was a flurry of activity in the Spring ecosystem during the week of November 18th, 2024, highlighting GA releases of: Spring Boot, Spring Security, Spring Authorization Server, Spring Integration, Spring Modulith, Spring AMQP, Spring for Apache Kafka and Spring for Apache Pulsar.
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Scaling OpenSearch Clusters for Cost Efficiency Talk by Amitai Stern at QCon San Francisco
Amitai Stern, engineering manager at Logz.io and OpenSearch Leadership Committee member delivered practical insights on efficient OpenSearch cluster management at QCon San Francisco. His session highlighted strategies for scaling effectively amidst fluctuating workloads, focusing on optimal shard management and resource allocation to minimize costs without compromising performance.