Compilation Matters: Despite the meteoric rise of generative AI services, traditional image editing tools like Photoshop still dominate the creative industry. So much so that Microsoft – now largely ...

Machine learning has emerged as a transformative approach to compiler optimisation by automating decisions that were traditionally based on heuristics or exhaustive search. At its core, this research ...

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A Maven plugin for generating Java code from Thrift IDL files. It's like official thrift-maven-plugin, but you don't need a binary of thrift, it's purely written in Java. This plugin leverages the ...

One of the JVM’s secret superpowers is the JIT Compiler (Just-In-Time). While you write simple Java code, the JVM quietly rewrites and optimizes it at runtime to make it faster than the source you ...

As pressure to reduce costs increases, CFOs have an opportunity to deepen their cross-functional influence and fortify their advisory role to the CEO and other C-suite leaders. Capitalizing on this ...

This repository is supplementary to our paper, CompilerDream: Learning a Compiler World Model for General Code Optimization [Arxiv]. We provide the code of our experiments, along with the training ...

Take your coding to the next level by learning advanced programming with generics. Here's how to use generic methods with type inference, type parameters, and wildcards in your Java programs. Generics ...

Abstract: Since 2001, our institute is cooperating with Oracle Labs (formerly Sun Labs) on dynamic compiler optimizations and virtual machines. We contributed compiler infrastructure and optimizations ...

Showing how HotSpot analyzes, optimizes, and refines code at runtime. The "hot spots" are identified, and the code is optimized dynamically. How Does Java's Performance Compare to Python and Ruby? Let ...