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.
Private and Robust Federated Learning using Private Information Retrieval and Norm Bounding
Authors: Virendra Marathe, Dave Dice, Hamid Mozaffari
Subject Level Differential Privacy with Hierarchical Gradient Averaging
Authors: Virendra Marathe, Pallika Kanani, Daniel Peterson
Machine Learning in Java
Authors: Adam Pocock
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.
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, efficient, in-memory, single-machine and distributed graph processing
Programming language design, semantics, algorithms, and implementation with an emphasis on convenient use of parallelism using multicores and GPUs.
Project RASPunzel aims to deliver an automated and scalable runtime application self-protection (RASP) solution for Java.
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.
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
GraalVM is a high-performance runtime that accelerates Java applications and offers a platform for cloud-native application development in Java. With the Native Image technology, GraalVM compiles Java applications ahead of time into native executables that start in milliseconds, have low memory footprint, and are perfect for cloud deployments.
Oracle Database Multilingual Engine
The Multilingual Engine team at Oracle Labs works on further developing this platform to provide innovative features for database apps.