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QCon San Francisco 2024 Day 1: Architectures, Rust, AI/ML for Engineers, Sociotech Resilience
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 One, scheduled on November 18th, 2024, included a keynote address by Khawaja Shams and presentations from four conference tracks.
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First Google Axion Processor Now Available: Claims Best Performance in Cloud Market
Google has announced the general availability of its C4A virtual machines, marking the debut of Axion-based instances. The cloud provider claims these instances deliver up to 10% better price-performance compared to the latest Arm-based alternatives from competitors, including Amazon Graviton4.
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Netflix Rolls Out Service-Level Prioritized Load Shedding to Improve Resiliency
Netflix extended its prioritized load-shedding implementation to the individual service level to further improve system resilience. The approach uses cloud capacity more efficiently by shedding low-priority requests only when necessary instead of maintaining separate clusters for failure isolation.
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Aurora Limitless: AWS Introduces New PostgreSQL Database with Automated Horizontal Scaling
AWS has announced the general availability of Amazon Aurora PostgreSQL Limitless Database, a relational database designed to provide automated horizontal scaling. This new option can handle millions of write transactions per second and manage petabytes of data, all within a single database environment.
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Microsoft Introduces Long-Awaited Local Emulator for Azure Service Bus
Microsoft has unveiled a local Azure Service Bus emulator, transforming the way developers create and test applications. This tool eliminates cloud dependencies and costs, offering a streamlined development cycle and precise debugging in an isolated environment. Compatible with the latest SDKs, it empowers developers to innovate efficiently while ensuring reliable application communication.
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High-Performance Serverless with Rust: Insights from Benjamen Pyle’s Talk at QCon San Francisco
Benjamen Pyle's talk showcased the power of combining Rust with AWS Lambda for high-performance, scalable, serverless applications. He highlighted Rust's safety and efficiency and its ability to minimize cold start times and costs. Pyle emphasized best practices like multi-Lambda designs and infrastructure like code, enabling developers to build solutions that drive efficiency and sustainability.
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How Recall.ai Saved $1M on AWS by Eliminating WebSockets
Recall.ai recently shared their experience running a platform for building and managing meeting bots on AWS, where they uncovered that using WebSockets was adding an extra 1M USD per year in costs. The team describes how they developed an alternative high-bandwidth, low-latency inter-process communication (IPC) solution to resolve the issue.
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How Uber Sped up SQL-based Data Analytics with Presto and Express Queries
Uber uses Presto, an open-source distributed SQL query engine, to provide analytics across several data sources, including Apache Hive, Apache Pinot, MySQL, and Apache Kafka. To improve its performance, Uber engineers explored the advantages of dealing with quick queries, a.k.a. express queries, in a specific way and found they could improve both Presto utilization and response times.
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Java News Roundup: Spring Framework 6.2, OpenJDK JEPs, Micronaut 4.7, Gradle 8.11
This week's Java roundup for November 11th, 2024, features news highlighting: the release of Spring Framework 6.2.0; four JEPs that have been targeted for JDK 24; two JEPs that have been proposed to target for JDK 24; three new JEP candidates; and the release of Micronaut 4.7.0 and Gradle 8.11.0.
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KubeCon + CloudNativeCon NA 2024: Key Announcements and Projects Updates
Last week, the cloud-native community gathered in Salt Lake City, Utah, for KubeCon + CloudNativeCon North America 2024. Practitioners, tech leaders, and vendors explored the latest innovations and technologies defining cloud-native computing.
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GitHub Universe 2024 Unveils AI Innovations and Developer-Centric Tools
GitHub Universe 2024 unveiled groundbreaking updates emphasizing developer autonomy and AI capabilities. With multi-model support for Copilot, the introduction of AI-driven GitHub Spark, enhanced security features, and improved workflows in popular IDEs, GitHub aims to democratize coding and empower developers, regardless of skill level, to harness the full potential of artificial intelligence.
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Native Vector Support in Azure SQL Database in Public Preview
Azure SQL Database now supports native vector storage and processing, streamlining AI development by integrating vector search with SQL queries. This update simplifies database management, enhances data analysis, and boosts performance by eliminating data movement. Ideal for diverse applications, it empowers sectors like e-commerce and healthcare with advanced, context-aware functionalities.
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AWS Amplify and Amazon S3 Integration Simplifies Static Website Hosting
AWS has launched a seamless integration between Amplify Hosting and S3, revolutionizing static website deployment. This robust solution enables developers to quickly publish sites, configure custom domains, and manage updates effortlessly, all backed by Amazon's global CDN. Enjoy fast, secure hosting without complex setups—optimized for performance and efficiency.
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New "Laws" Announced at iSAQB Software Architecture Gathering
During a panel discussion on Tuesday evening at the iSAQB Software Architecture Gathering in Berlin, the topic of complexity in software led to a few eponymous "laws" to be proclaimed by Gregor Hohpe, Chris Richardson, and Diana Montalion.
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How Allegro Reduced the Cost of Running a GCP Dataflow Pipeline by 60%
Allegro achieved significant savings for one of the Dataflow Pipelines running on GCP Big Data. The company continues working on improving the cost-effectiveness of its data workflows by evaluating resource utilization, enhancing pipeline configurations, optimizing input and output datasets, and improving storage strategies.