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Happy 10th year, JCertif!

Notes

Welcome to Codetown!

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.

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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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

Presentation: Maximizing Deep Learning Performance on CPUs using Modern Architectures

Bibek Bhattarai details Intel's AMX, highlighting its role in accelerating deep learning on CPUs. He explains how AMX optimizes GEMM operations using low-precision data (INT8, BF16) and tile-based memory management, boosting performance and efficiency. He shows how to leverage AMX through frameworks like TensorFlow/PyTorch or Intel tools for substantial gains in CPU-deployed AI models.

By Bibek Bhattarai

Pinterest Automates Hadoop Cluster Scaling and Migration with Internal Orchestration System

Recently, Pinterest disclosed its internal orchestration framework, called Hadoop Control Center (HCC), to automate the scaling and migration of its large-scale Hadoop clusters. This move addresses the operational complexity and limitations Pinterest previously faced when managing thousands of nodes across dozens of YARN clusters on AWS.

By Claudio Masolo

Amazon SQS Fair Queues: a New Approach to Multi-Tenant Resiliency

AWS's new Fair Queues for Amazon SQS revolutionize message handling in multi-tenant systems by mitigating the "noisy neighbor" issue. This feature ensures low message dwell times for quieter tenants without requiring code changes, enhancing both performance and fairness. Developers can effortlessly implement this capability and maintain consistent service quality across applications.

By Steef-Jan Wiggers

Google Releases Major Firebase Studio Updates for Agentic AI Development

At Google Cloud Summit London in early July, Google revealed new capabilities in Firebase Studio that promise to enhance agentic cloud-based development: an autonomous Agent mode, native support for Model Context Protocol (MCP), and Gemini CLI integration. These updates aim to streamline agentic AI development by making AI agents more independent and seamlessly embedded in developer workflows.

By Hien Luu

Article: Building Reproducible ML Systems with Apache Iceberg and SparkSQL: Open Source Foundations

Traditional data lakes aregreat for storing massive amounts of stuff, but they're terrible at the transactional guarantees and versioning that ML workloads desperately need. Apache Iceberg and SparkSQL bring database-like reliability to your data lake. Time travel, schema evolution, and ACID transactions help support reproducible machine learning experiments.

By Anant Kumar

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