PROJECTS
RISELab releases its main projects as open-source software under a permissive license, and does not intend to file patents on them
AdaHessian and PyHessian
AdaHessian and PyHessian are libraries for second order based optimization and analysis...
Alchemist
Alchemist is an interface between Apache Spark applications and MPI-based libraries for...
Anna
Anna is a low-latency, autoscaling key-value store. The core design goal for Anna is to avoid...
Arx
A practical and functionally rich DBMS that encrypts data with only strong, semantically secure...
ASAP: Fast, Approximate Graph Pattern Mining at Scale
A fast, approximate, distributed graph pattern mining system....
Async DataViz
A taxonomy of anomalies and policies, inspired from modeling the frontend as a distributed...
AutoPandas
AutoPandas is an input-output example based program synthesis engine for the Pandas Python...
Cerebro
In the collaborative machine learning setting, multiple organizations cooperate to train or...
Chorus
Chorus is an analysis and rewriting tool for relational queries....
Cirrus
Cirrus is a specialized framework for running iterative large-scale machine learning algorithms...
Clipper
Clipper is a general-purpose low-latency prediction serving system....
Confluo
Confluo is a system for real-time monitoring and analysis of data streams....
Drizzle
Drizzle is a hybrid streaming system that unifies the record-at-a-time streaming and...
ERDOS and Pylot
ERDOS is a platform for developing self-driving cars and robotics applications. The system is...
Firebox
Designing the next-generation warehouse-scale computer...
FireSim
FireSim (https://fires.im) is an open-source cycle-accurate, FPGA-accelerated scale-out...
flor
Build, run, and reproduce experiments with Jarvis....
Fluent
Fluent is a programming framework for easily building extremely low-latency applications that...
Ground
An open-source data context service....
Keystone Enclave
Keystone is an open framework for architecting trusted execution environments (TEEs)....
LUX
Lux is an open-source, Python library for accelerating and simplifying the process of data...
MC2
Collaborative analytics and machine learning have the potential to extract a tremendous amount...
Metal
File sharing systems like Dropbox offer insufficient privacy since a compromised server can see...
Modin
Modin is an early stage DataFrame library that wraps pandas and transparently distributes the...
NBSafety
NBSafety is a drop-in replacement for Jupyter’s Python 3 kernel that automatically...
NumS
NumS is a Numerical cloud computing library that translates Python and NumPy to distributed...
Opaque
A distributed data analytics platform supporting a wide range of queries while providing strong...
Paris
A data-driven modeling framework for accurately and economically estimating performance for...
PyHessian
PyHessian is a PyTorch library for Hessian based analysis of neural network models. The library...
Pywren
Pushing microservices to teraflops...
Ray
Ray is a high-performance distributed execution framework targeted at large-scale machine...
RLlib
ShareTweetShare...
SafeBricks
A system for outsourcing general-purpose middleboxes to the cloud while providing strong...
sensAI
Distribute ML with ZERO communication...
SQProp
SQProp is an algorithm to compute forward and backward propagation with mixed-precision...
TCPlp
Low-power and lossy networks (LLNs) enable diverse applications integrating many...
Tegra: Efficient Ad-Hoc Analytics on Time-Evolving Graphs
A time-evolving graph processing system built on a general-purpose dataflow framework....
Tune
Ray Tune is a scalable hyperparameter optimization framework for reinforcement learning and...
WAVE
WAVE provides global-scale authorization for IoT without an authority...
Wavelet
System Design for Speeding-up Distributed ML...
XBOS
XBOS (eXtensible Building Operating System) is an open-source large-scale distributed operating...
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