InfoQ Homepage Architecture Content on InfoQ
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Microsoft Launches Open-Source Phi-3.5 Models for Advanced AI Development
Microsoft launched three new open-source AI models in its Phi-3.5 series: Phi-3.5-mini-instruct, Phi-3.5-MoE-instruct, and Phi-3.5-vision-instruct. Available under a permissive MIT license, these models offer developers powerful tools for various tasks, including reasoning, multilingual processing, and image and video analysis.
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Null-Restricted and Nullable Types for Java
Draft JEP 8303099 was recently made public. This JEP discusses Null-Restricted and Nullable Types, and aims to bring optional nullness-marking to the Java language, in a similar way to that seen in other programming languages (such as Kotlin).
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JSpecify 1.0.0 and Nullability in Java
The JSpecify collective has made its first release. The group's mission is to define common sets of annotation types for use in JVM languages, to improve static analysis and language interoperation. The first release is centred on nullability, and aligns with a recently announced Draft JEP that is exploring this issue at language level.
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AWS Updates the Well-Architected Framework and Lens Catalog
AWS has recently announced updates to the Well-Architected Framework and Lens Catalog. With a significant focus on security and observability, the new release has expanded guidance on architectural best practices to build and maintain optimized, secure, and resilient workloads in the cloud.
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Uber’s Journey to Modernizing Big Data Infrastructure with Google Cloud Platform
In a recent post on its official engineering blog, Uber, disclosed its strategy to migrate the batch data analytics and machine learning (ML) training stack to Google Cloud Platform (GCP). Uber, runs one of the largest Hadoop installations in the world, managing over an exabyte of data across tens of thousands of servers in each of its two regions
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How GitHub Improved Code Push Processing Reliability
GitHub has rolled out several technical upgrades to enhance the reliability and efficiency of code pushes, one of the frequent actions performed by developers on the platform. This move addresses potential issues and aims to provide a smoother experience for users who regularly push code to GitHub.
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InfoQ Dev Summit Munich: Learn from German Automotive, Banking, and TelCo Software Practitioners
InfoQ Dev Summit Munich is a two-day in-person software development conference for senior software engineers, architects, and team leaders in the Bavarian capital on September 26th and 27th. The sessions will cover critical topics such as generative AI and platform engineering, with use cases from the German automotive, banking, and telecommunication industries.
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Ahrefs Joins Others in Suggesting That On-Premises Hosting Can Be More Cost Effective than Cloud
A recent article claims that Ahrefs, an SEO software suite company, was able to prevent $400 million in expenditures over three years by not leveraging cloud resources. Similarly, 37Signals, the makers of Basecamp, has begun a cloud exodus with the stated goal of saving seven million dollars in infrastructure costs over five years.
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How to Build Large Scale Cyber-Physical Systems
To build large-scale safety-critical systems, we need to decompose the system into smaller solvable problems, resolve what is known, and resolve unknowns through experiments, Robin Yeman argued. She suggested investing in test environments for both software and hardware early to enable being test-driven early to increase the safety, security, reliability, and availability of the systems.
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People, Planet, Cloud and AI: Key Takeaways from QCon London
This year’s QCon London brought a wealth of talks directly or indirectly related to software architecture, ranging from the rise of AI to more established areas like anything cloud-related to the usual classics like architecture quality traits . The conference also featured many talks about sociotechnical aspects of software architecture and engineering and broadly considered sustainability.
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Devnexus 2024 Celebrates 20 Years of Java Developer Conferences
Celebrating its 20th year, Devnexus 2024 was held from April 9-11, 2024, at the Georgia World Congress Center in Atlanta, Georgia. The event featured speakers from the Java community who delivered workshops and talks on tracks such as: Agile; Architecture; Artificial Intelligence; Cloud Technology; Core Java; Jakarta EE; Core Java; and Security.
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Thoughtworks’ VP of Data and AI Shares Insights for Building a Robust Data Product at QCon London
During his QCon London presentation, Danilo Sato, vice president of data & AI at Thoughtworks, reemphasized the importance of using domain-driven design and Team Topologies principles when implementing data products. This ensures effective data encapsulation in a more complex landscape where data responsibilities are “shifting left” towards the developer.
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QCon London: Scaling Microservices Architecture and Technology Organization at Trainline
During the recent QCon London conference, Trainline’s CTO spoke about the evolution of the company’s system architecture and organizational structure over the last five years. The company had to adapt to market changes and growing customer expectations by improving the performance and reliability of its technology platform.
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Building a Platform to Gain an Unexpected Competitive Advantage: Ranbir Chawla at QCon London
During his QCon London presentation, Ranbir Chawla presented the journey his team took from moving from an “architectural perfect storm” and a highly manual operational system to a product company with a modern event-based architecture that can be released in < 1 hour. The company now focuses on providing real business outcomes to its stakeholders, and ensuring developers find joy in their work.
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QCon London: Meta Used Monolithic Architecture to Ship Threads in Only Five Months
Zahan Malkani talked during QCon London 2024 about Meta’s journey from identifying the opportunity in the market to shipping the Threads application only five months later. The company leveraged Instagram's existing monolithic architecture and quickly iterated to create a new text-first microblogging service in record time.