Oracle Labs

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.

Research Publications

Publication

Improving Inference Performance of Machine Learning with the Divide-and-Conquer Principle

Authors: Alex Kogan

Publication

Exploring topic models to discern zero-day vulnerabilities on Twitter through a case study on log4shell

Authors: Joy Wang, Bashar Md Abul, Mahinthan Chandramohan, Richi Nayak

Slides

EMNLP'22 Presentation of Proxy Clean Work: Mitigating Bias by Proxy in Pre-Trained Models

Authors: Swetasudha Panda, Ari Kobren, Michael Wick, Qinlan Shen

View All Publications

Current Projects

GraalVM

A high-performance runtime supporting Java and JVM languages, JavaScript, Ruby, R, Python, C/C++, and more. It can run standalone or embedded in OpenJDK / OracleJDK, Node.js, and Oracle Database.

KeyBridge

KeyBridge is a multi-disciplinary project using expertise from systems-programming, data visualization and machine learning in order to understand massive streams of data.

Machine Learning Research Group

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.

Mathematical Optimization

The MSO group in Oracle Labs builds general tools to solve both classic and emerging optimization problems and provides consulting to develop specific optimizations solutions for Oracle customers

Parallel Graph AnalytiX (PGX)

Parallel, efficient, in-memory, single-machine and distributed graph processing

Programming Language Research Group

Programming language design, semantics, algorithms, and implementation with an emphasis on convenient use of parallelism using multicores and GPUs.

RASPunzel

Project RASPunzel aims to deliver an automated and scalable runtime application self-protection (RASP) solution for Java.

Secure Languages

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.

Research Areas

Analytics

Cloud Computing

Machine Learning

Intelligent Application Security

Programming Languages

Graph Processing

Oracle Labs News

We started our first Open Internship Program in Morocco.

Our interns will work on three research projects using GraalVM, Oracle APEX, Micronaut, MLE, PGX, AutoML, Oracle Cloud and Autonomous Database. Happy coding!

Check out internships at Oracle Labs

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Success Stories

HeatWave

HeatWave is a cloud native service which is exclusively available in Oracle cloud Infrastructure and provides compelling performance and cost for analytic workloads. Organizations using MySQL database for managing their enterprise data can now run analytic queries with HeatWave with significantly better performance, lower cost, not requiring ETL and support for real- time analytics in contrast to other database services like RDS, Google Big Query, Snowflake, Aurora and Redshift.

The service can be deployed in a cloud only or in a hybrid environment, and it simplifies management for both transactional and analytic applications.

Learn More