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Why Choose a Third-Party Database Migration Service

Percona

Have you tuned your environment? This entails providing comprehensive training for your staff, equipping them with both foundational and sophisticated testing methodologies. Additionally, it involves the acquisition or development of specialized testing software, which often comes with its own set of training requirements.

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What Adrian Did Next?—?Part 2?—?Sun Microsystems

Adrian Cockcroft

Another big jump, but now it was my job to run benchmarks in the lab, and write white papers that explained the new products to the world, as they were launched. I also learned how marketing worked, and began to build my presentation and training skills as I was sent around the world by Sun to teach workshops and speak at events.

Tuning 52
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InnoDB Performance Optimization Basics

Percona

Benchmark before you decide. Typically a good value is 70%-80% of available memory. If you see concurrency issues, you can tune this variable. Application tuning for InnoDB Make sure your application is prepared to handle deadlocks that may happen. Transparent huge pages (THP) disabled. I hope this helps!

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Building a Media Understanding Platform for ML Innovations

The Netflix TechBlog

Much of the ML literature focuses on model training, evaluation, and scoring. We must quickly surface the most stand-out highlights from the titles available on our service in the form of images and videos in the member experience. First, we must provide the content that will bring them joy.

Media 291
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Real-Real-World Programming with ChatGPT

O'Reilly

I guessed that maybe ChatGPT only knew about v2 since it was trained on open-source code from before September 2021 (its knowledge cutoff date) and v2 was the dominant format before that date. To my surprise, it knew about v3 from its training data and generated a v3 manifest file for me in response. But still, I liked how Moment.js

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Machine learning systems are stuck in a rut

The Morning Paper

Systems researchers are doing an excellent job improving the performance of 5-year old benchmarks, but gradually making it harder to explore innovative machine learning research ideas. Performance on accelerators matters because almost all current machine learning research, and most training of production models, uses them.

Systems 87
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CDN Web Application Firewall (WAF): Your Shield Against Online Threats

IO River

Two of them are particularly gnarly: fine-tuning rules to perfection and managing a WAF over a multi-CDN architecture. ‍Think of it as the captain of a well-trained squad, each member with a specialized skill set. Imagine you have a special promotion only available to customers in a particular country. It's that precise.‍WAF

Traffic 52