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Quick Tips for Fast Code on the JVM

I was talking to a coworker recently about general techniques that almost always form the core of any effort to write very fast, down-to-the-metal hot path code on the JVM, and they pointed out that there really isn't a particularly good place to go for this information. It occurred to me that, really, I had more or less picked up all of it by word of mouth and experience, and there just aren't any good reference sources on the topic. So… here's my word of mouth.

This is by no means a comprehensive gist. It's also important to understand that the techniques that I outline in here are not 100% absolute either. Performance on the JVM is an incredibly complicated subject, and while there are rules that almost always hold true, the "almost" remains very salient. Also, for many or even most applications, there will be other techniques that I'm not mentioning which will have a greater impact. JMH, Java Flight Recorder, and a good profiler are your very best friend! Mea

@gokulkrishh
gokulkrishh / media-query.css
Last active June 23, 2024 19:43
CSS Media Queries for Desktop, Tablet, Mobile.
/*
##Device = Desktops
##Screen = 1281px to higher resolution desktops
*/
@media (min-width: 1281px) {
/* CSS */
anonymous
anonymous / gist:9388472
Created March 6, 2014 12:23
Summing up contextual influence on systems architecture
1. Monolithic applications and architectures can vary in their monolithness. This is an under-specified description.
2. Microservice applications and architectures can vary in their microness. This is an under-specified description.
3. Microservices and monolithic architectures have both benefits and disadvantages.
4. Organizations will exploit those benefits while working around any weaknesses.
5. Success of the business is a large influence on the exploitation of benefits and implementation and costs of workarounds.
6. All benefits and work arounds are context-sensitive. Meaning that they are both technically and socially constructed by the organization that navigates them.
7. Path dependency is a thing. History matters and manifests in these architectural decisions and evolution in an organization.
8. Patterns exist to inform practice, not dictate it. Zealous adherence to an architectural pattern brings peril when it is to the exclusion of cultural context in actual practice.
9. Architectural patterns w