Shaping the future of technology
Oracle Labs is a research and development organization within Oracle. Our research is focused on real-world outcomes: our researchers aim to develop technologies that will play a significant role in the evolution of technology and society.
Mention Flags (MF): Constraining Transformer-based Text Generators
Authors: Mark Johnson, Ian Wood, Stephen Wan, Mark Dras
aDFS: An Almost Depth-First-Search Distributed Graph-Querying System
Authors: Vasileios Trigonakis, Jean-Pierre Lozi, Tomas Faltin, Nicholas P. Roth, Iraklis Psaroudakis, Arnaud Delamare, Vlad Haprian, Calin Iorgulescu, Petr Koupy, Jinsu Lee, Sungpack Hong, Hassan Chafi
Retail markdown price optimization and inventory allocation under demand parameter uncertainty
Authors: Andrew Vakhutinsky
Research project to explore distributed computing problems relevant to Big Data Analytics, Cloud Infrastructures and modern networking and storage technologies.
KeyBridge is a multi-disciplinary project using expertise from systems-programming, data visualization and machine learning in order to understand massive streams of data.
The mission of the Machine Learning Research Group is to scale Machine Learning across Oracle by researching and developing ML-based solutions that improve Oracle's products and services.
Parallel, efficient, in-memory, single-machine and distributed graph processing
Parfait is a static code analysis tool from Oracle Labs that finds vulnerabilities in web applications written in C/C++, Java, and Python.
Programming language design, semantics, algorithms, and implementation with an emphasis on convenient use of parallelism using multicores and GPUs.
Randomized Decomposition is a mathematical programming technique for solving hard, non-convex mathematical programming problems.
Exploration of new secure language concepts and secure abstractions that can be applied in future languages to prevent vulnerabilities in code written in those languages.
Oracle Labs News
HeatWave: In-memory analytics accelerator for MySQL
Project RAPID, developed by Oracle Labs, is now available as HeatWave in the MySQL Database Service. HeatWave accelerates performance by up to 400x for analytics workloads like TPC-H and makes it possible to run analytics on MySQL data without the need for ETL.