Abstract
Every so often, you’ll read a performance benchmark (of a Java or other application), with bold claims for how well X performs compared to Y. Testing the performance of your Java application is an artform rather than engineering, and is a minefield of misconceptions, misunderstanding, and misinformation. In this session, we will review the basics and give you concrete steps to build a robust performance testbed for your application. We will be looking at this from a real-world server-side application point of view, specifically for Java apps. We’ll review common problems and how to avoid them. We’ll cover these topics while building up a performance test and running it live: Define your goals: SLA, latency, throughput, stability Test env vs. Production env for testing The impact of GC on Java app performance Tools for setting up, driving load, and getting perf test results Testing application infrastructure like Kafka, Spark and CassandraOperating system settings, JVM settings, memory sizing, and CPU sizing Analyzing perf test results and finding bottlenecks that are both apparent and not obvious
Interview
Topics
Sponsored session
QCon San Francisco 2022 is a three day conference for senior software engineers, architects and team leads. An international program committee of working engineers selects every session. Patterns and practices, not products and pitches.
Part of the track
Sponsored Solutions Track IIIFrom the same track
Tuesday 25 October
10:35 Pacific LM Sponsored Java Performance Testing Java Applications Pratik Patel Java Champion & developer advocate @Azul Systems Every so often, you’ll read a performance benchmark (of a Java or other application), with bold claims for how well X performs compared to Y. 11:50 Marina Sponsored Machine Learning Engineering Considerations for Running Machine Learning Models at the Edge: Application in Body Scanning for eCommerce Jenn Lin, Herak Sen This talk will review the engineering considerations to support the operation of body scanning machine learning models to evaluate the usability of images for generating a body double in the Amazon shopping application. 13:40 Pacific DEKJ Sponsored Kubernetes Kubernetes and LaunchDarkly; The Junction of Deploy and Software Peter McCarron Senior Technical Marketing Engineer @LaunchDarkly Teams are leveraging Kubernetes (and other container based technologies) to improve the speed at which they ship and deploy applications, however, Kubernetes still largely focuses on solving these problems through infrastructure concepts. 14:55 Pacific LM Sponsored Data Analytics Understanding Analytics and Data-driven Decision Making Daniel Ceasar Paul Jalathyan Application Performance Management @Zoho Understanding Analytics and Data-driven Decision Making 16:10 Pacific LM Sponsored Programming Are Programming languages... *Actually* Languages? Dylan Lacey Manager of Developer Relations @Sauce Labs Spoiler: proooooooobably not… But Second Language Acquisition and Tech Skill Building share a *lot* of similarities. Despite their best efforts, people regularly stumble in their language-learning AND Dev/DevOps journeys. Why is this, and what can we do better? 17:25 Pacific LM Sponsored Programming Discover Inspirational Insights in Motivational Sports Speeches Using Speech-to-Text Tonya Sims Python Developer Advocate @Deepgram Inspirational sports speeches have motivated and reinvigorated folks for years. Whether you’re a developer or an athlete, they’ve withstood the journey because even the smartest, the bravest, and the most resilient need some encouragement on occasion.