Carol McDonald
  • Female
  • Jacksonville, Florida
  • United States
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What are your main interests in software development?
Java, Web, Ajax, Java EE, Spring, Seam, JPA, Web Services
Do you have a website?
http://weblogs.java.net/blog/caroljmcdonald/
Anything else you'd like to add? Where do you live? (optional!)
Je parle Francais. Ich kann Deutsch.

Carol McDonald's Blog

movie recommendations with Spark machine learning

Posted on August 4, 2015 at 11:15am 0 Comments

Tutorial on Apache Spark, movie recommendations with machine learning 

This post discusses building a recommendation model from movie ratings using an iterative algorithm and parallel processing with Apache Spark MLlib.

https://dzone.com/links/parallel-and-iterative-processing-for-machine-lear.html

An Inside Look at the Components of a Recommendation Engine

Posted on April 13, 2015 at 9:14am 1 Comment

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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screencast about MySQL for Developers

Posted on March 30, 2009 at 10:30am 0 Comments

Here is a screencast about MySQL for Developers



If you are a developer using MySQL, you should learn enough to take advantage of its strengths, because having an understanding of the database can help you develop better-performing applications. This session will talk about MySQL database design and SQL tuning for developers. Some topics include:



* MySQL Storage Engine Architecture

* Schema, the basic foundation of performance

* Think about performance when… Continue

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Codetown is a social network. It's got blogs, forums, groups, personal pages and more! You might think of Codetown as a funky camper van with lots of compartments for your stuff and a great multimedia system, too! Best of all, Codetown has room for all of your friends.

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Created by Michael Levin Dec 18, 2008 at 6:56pm. Last updated by Michael Levin May 4, 2018.

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InfoQ Reading List

Article: Proactive Autoscaling for Edge Applications in Kubernetes

Kubernetes often reacts too late when traffic suddenly increases at the edge. A proactive scaling approach that considers response time, spare CPU capacity, and container startup delays can add or remove instances more smoothly, prevent sudden spikes, and keep performance stable on systems with limited resources.

By Rajeev Kallayil Ravi

Chrome 144 Ships Temporal API: Advancing JavaScript Date/Time Standardisation

Chrome 144 introduces the groundbreaking Temporal API, revolutionizing date and time management in JavaScript. As a modern alternative to the criticized Date object, Temporal resolves parsing ambiguities, time zone complexities, and mutable arithmetic. With distinct types and built-in support, it empowers developers to handle dates seamlessly, though adoption varies across browsers.

By Daniel Curtis

GlassFish 8.0 Delivers Compatibility with Jakarta EE 11, Enhanced Security and Improved Data Access

After 15 milestone releases, the Eclipse Foundation has released version 8.0 of GlassFish featuring support for virtual threads; enhanced application security; and improved data access. GlassFish 8.0 is a compatible implementation of Jakarta EE 11. Ondro Mihályi, Java Champion and co-founder of OmniFish, spoke to InfoQ about GlassFish 8.0.

By Michael Redlich

Presentation: The Ideal Micro-Frontends Platform

Luca Mezzalira shares a decision framework for micro-frontends, covering composition, routing, and communication. He explains how to structure "stream-aligned" teams and use a "tiger team" for foundational architecture. He also discusses the sociotechnical benefits of reducing external dependencies and shares how to use guardrails and discovery services to achieve 25+ deployments per day.

By Luca Mezzalira

Agoda’s API Agent Converts Any API to MCP with Zero Code and Deployments

Agoda engineers developed API Agent, enabling a single MCP server to access any internal REST or GraphQL API with zero code and zero deployments. The system reduces overhead from multiple APIs, supports AI-assisted queries, and uses in-memory SQL post-processing for safe, scalable data handling across internal services.

By Leela Kumili

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