InfoQ Homepage Architecture & Design Content on InfoQ
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Resilience Best Practices: How Amazon Builds Well-Behaved Clients and Well-Protected Services
Using the analogy of addressing the lunch rush in restaurants, Michael Haken, senior principal solutions architect at AWS, describes how Amazon builds both well-behaved clients and well-protected services through operational and architectural strategies.
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instructlab.ai Uses Synthetic Data to Reduce Complexity of Fine-Tuning LLMs
InstructLab.ai implements the large-scale alignment for the chatbots concept(LAB), which intends to overcome the scalability challenges in the instruction-tuning phase of a large language model (LLM). Its approach leverages a synthetic data-based alignment tuning method for LLMs. Crafted taxonomies deliver the synthesization seeds for training data, reducing the need for human-annotated data.
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Google Enhances AlloyDB Vector Search with Inline Filtering and Enterprise Observability
Google enhanced its AlloyDB service with inline filtering and enterprise observability for vector search. This fully-managed PostgreSQL-compatible database now allows direct filtering during queries, offering improved speed and efficiency. Enhanced monitoring features provide deep insights, addressing scaling vector search operations challenges.
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AWS Introduces a New Quantum Computing Chip with Ocelot
AWS announced Ocelot, an innovative quantum computing chip designed to revolutionize error correction, reducing it by up to 90%. This cutting-edge architecture integrates 'cat qubit' technology, marking a significant advancement in quantum applications. As Ocelot paves the way for affordable, fault-tolerant quantum computing, it raises critical questions about security in a quantum-driven future.
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Azure AI Foundry Labs: a hub for the Latest AI Research and Experiments at Microsoft
Microsoft's Azure AI Foundry Labs revolutionizes AI development by bridging cutting-edge research with real-world applications. Offering experimental projects like Aurora and MatterSim empowers developers to prototype new technologies. With tools for dynamic learning and multimodal models, Azure Labs accelerates innovation and collaboration.
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Java News Roundup: Stable Values, Spring Modulith, Open Liberty, Quarkus, JReleaser, Gradle
This week's Java roundup for February 24th, 2025, features news highlighting: JEP 502, Stable Values (Preview), Proposed to Target for JDK 25; milestone and point releases for Spring Modulith; the February 2025 release of Open Liberty; and the releases of Quarkus 3.19.0, JReleaser 1.17.0 and Gradle 8.13.0.
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How a Manual Remediation for a Phishing URL Took down Cloudflare R2
Due to human error in handling a phishing report and insufficient validation safeguards in admin tools, Cloudflare experienced an incident affecting its R2 Gateway service on February 5th. As part of a routine remediation for a phishing URL, the R2 service was inadvertently taken down, leading to the outage or disruption of numerous other Cloudflare services for over an hour.
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Google Cloud Introduces Quantum-Safe Digital Signatures in Cloud KMS to Future-Proof Data Security
Google has introduced quantum-safe digital signatures in its Cloud Key Management Service, adhering to NIST post-quantum cryptography standards. This vital update counters the imminent threats of quantum computing on traditional encryption methods, enabling organizations to integrate resilient, future-proof security measures seamlessly.
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Microsoft Unveils the First Topological Quantum Chip Majorana 1
Microsoft's Majorana 1 is the world's first Quantum Processing Unit (QPU), utilizing innovative Topological Core architecture. By harnessing topoconductors and Majorana particles, it promises scalable, reliable qubits for quantum computing. This breakthrough could revolutionize industries, particularly healthcare, solving complex challenges at unprecedented scales.
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AWS Introduces Centralized Root Access Management for Organizations
AWS has introduced a new capability for AWS Organizations members, allowing administrators to centrally manage and restrict root-user access across multiple AWS accounts. This update enhances security and governance by providing organizations with greater control over the most privileged access within their cloud environments.
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How Monzo Bank Built a Cost-Effective, Unorthodox Backup System to Ensure Resilient Banking
Monzo Bank recently revealed Stand-in, an independent backup system on GCP that ensures essential banking services remain operational during application and AWS infrastructure outages. Unlike traditional backups, it's a minimal stand-alone system that exclusively supports key operations and features a cost-effective design, resulting in 1% of the operational costs of the primary deployment.
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Java News Roundup: NetBeans 25, Payara Platform, Hibernate Reactive, Gradle
This week's Java roundup for February 17th, 2025, features news highlighting: the release of Apache NetBeans 25; the February 2025 release of the Payara Platform; the second beta release of Hibernate Reactive 3.0; and the second release candidate of Gradle 8.13.
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Spring News Roundup: Milestone Releases of Boot, Security, Auth Server, Integration, AI and AMQP
There was a flurry of activity in the Spring ecosystem during the week of February 17th, 2025, highlighting milestone releases of: Spring Boot, Spring Security, Spring Authorization Server, Spring Integration, Spring AI and Spring AMQP.
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Azure AI Agent Service Now in Public Preview for Developers in AI Foundry SDK and Portal
Introducing the Azure AI Agent Service: a groundbreaking platform that empowers developers to design, deploy, and manage intelligent AI agents seamlessly integrated within the Microsoft ecosystem. Automate tasks, access real-time data, and monitor performance, all while benefiting from easy setup and advanced orchestration. Transform your business with AI-driven efficiency and innovation.
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How a Software Architect Uses Artificial Intelligence in His Daily Work
Software architects and system architects will not be replaced anytime soon by generative artificial intelligence (AI) or large language models (LLMs), Avraham Poupko said. They will be replaced by software architects who know how to leverage generative AI and LLMs, and just as importantly, know how NOT to use generative AI.