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#optimization

5 posts

1 May

Andrei Potapkin 9 min read

A practical loop for optimizing GPU inference without guessing It wasn’t an incident. That made it interesting. A few days after a cloud migration, one of our highest-traffic ML services looked healthy. Traffic was flowing. Latency was fine. The rollout had gone the way you want these things to go: boringly. And yet a Slack thread started anyway. Not because…

optimizationonnxgpunvidia-nsight-systemstensorrt

10 Sept 2025

12 May 2025

vladmihalcea 1 min read

Introduction In this article, I’m going to show you how to optimize the queries executed by a Spring application running on MySQL using Releem. For a short introduction about Releem, check out this previous article, in which I explained how to set up Releem to collect metrics from your MySQL database. Spring Petclinic application The application under test is going…

mysqloptimizationperformance tuningpetclinicque

29 Oct 2021

Saurabh Jain 9 min read

Pinion — The Load Framework Part-2 This post is the 2nd part of the “Pinion — The Load Framework” series. In case you have not read the 1st post, you can read it here . In this post, we are going to cover the following topics. How does Pinion use Delta Lake for SCD operations? Small file problem with Delta…

cloudsparkawsdelta-lakeoptimization

19 Jul 2016

lukaseder 1 min read

“Challenge accepted” said Tagir Valeev when I recently asked the readers of the jOOQ blog to show if the Java JIT (Just-In-Time compilation) can optimise away a for loop. Tagir is the author of StreamEx, very useful Java 8 Stream extension library that adds additional parallelism features on top of standard streams. He’s a speaker … Continue reading The Java…

javajava 8jitoptimizationtagir valeev