April 2015 Blog Posts (2)

JavaOne

Folks,



Perhaps this is old news for you, but JavaOne San Francisco registration is live. Various saving options are available leading up to the conference, and to take advantage of the current US$600 in savings registration needs to be completed by May 31st, 2015 (11:59pm PT).



I encourage you to read through the registration options by visiting the JavaOne registration site:…

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Added by Michael Levin on April 24, 2015 at 11:00am — No Comments

An Inside Look at the Components of a Recommendation Engine

Recommendation engines help narrow your choices to those that best meet your particular needs.  In this post, we’re going to take a closer look at how all the different components of a recommendation engine work together. We’re going to use collaborative filtering on movie ratings data to recommend movies. The key components are a collaborative filtering algorithm in Apache Mahout to build and train a machine learning model,…

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Added by Carol McDonald on April 13, 2015 at 9:14am — 1 Comment

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Notes

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When you create a profile for yourself you get a personal page automatically. That's where you can be creative and do your own thing. People who want to get to know you will click on your name or picture and…
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InfoQ Reading List

Microsoft Native 1-Bit LLM Could Bring Efficient genAI to Everyday CPUs

In a recent paper, Microsoft researchers described BitNet b1.58 2B4T, the first LLM to be natively trained using "1-bit" (technically, 1-trit) weights, rather than being quantized from a model trained with floating point weights. According to Microsoft, the model delivers performance comparable to full-precision LLMs of similar size at a fraction of the computation cost and hardware requirements.

By Sergio De Simone

Fast Eventual Consistency: Inside Corrosion, the Distributed System Powering Fly.io

Innovative cloud solutions expert Somtochi Onyekwere recently presented at QCon London 2025, unveiling Corrosion—Fly.io's advanced open-source distributed system. By leveraging CRDTs and Rust, Corrosion enhances scalability and data synchronization, addressing latency challenges and ensuring rapid, consistent application deployment across a global network of 40+ regions.

By Steef-Jan Wiggers

Article: Renovate to Innovate: Fundamentals of Transforming Legacy Architecture

Rashmi Venugopal explores the inevitability of legacy systems in successful companies and the importance of transforming legacy systems to accelerate innovation. Rashmi discusses various strategies to tackle such technical renovation initiatives, like evolutionary architecture, deprecation-driven development, and intentional organization design.

By Rashmi Venugopal

Amazon Q and Claude Code Let AI Control the Developer CLI

AWS recently announced an enhanced CLI (command-line interface) agent for Amazon Q Developer with advanced agentic capabilities. This upgrade allows developers to work with AI directly in their terminal. Meanwhile, Anthropic has launched Claude Code as a research preview. It is a terminal-based coding assistant that allows developers to work directly with Claude from the command line.

By Matt Saunders

.NET Aspire 9.2 Released with Expanded Deployment Options and Dashboard Improvements

The .NET team has released version 9.2 of .NET Aspire, introducing updates to the dashboard experience, new integration capabilities, and deployment improvements. As stated in the official announcement, this release furthers the platform’s goal of simplifying application development and cloud-native deployment workflows.

By Almir Vuk

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