Top Python Frameworks & Libraries for distributed computing 41
A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at Neu...
A unified interface for distributed computing. Fugue executes SQL, Python, and Pandas code on Spark and Dask without any rewrites....
A SDK/library for decentralized web and distributing computing projects
A multi-user, distributed computing environment for running DL model training experiments on Intel® Xeon® Scalable processor-based systems...
SQLflow based on python development, support to Spark, as the underlying distributed computing engine, through a set of unified configuration file to complete the...
Exelixi is a distributed framework based on Apache Mesos, mostly implemented in Python using gevent for high-performance concurrency. It is intended to run cluster...
Distributed Deep Learning-based Offloading for Mobile Edge Computing Networks
A Light-Weight Access Layer for Distributed Computing Infrastructure and Reference Implementation of the SAGA Python Language Bindings....
A Raspberry Pi powered, distributed (edge) computing camera setups that runs a Tensorflow object detection model to determine whether a person is on the camera. A...
Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed computing...
IPDC(InterPlanetary Distributed Computing) is the Distributed Computation service, A peer-to-peer hypermedia protocol to make the computation faster, open, and mor...
A python package of Cross-edge Computation Offloading (CCO) algorithm and its distributed version, Decor for Mobile Edge Computing (MEC)....
Kestrel is a job scheduler and dispatcher for distributed computing systems, particularly Virtual Organization Clusters, and uses XMPP for monitoring the state of...
SOFA: A Cross-framework Performance Profiler for Heterogeneous Computing Systems and Distributed Machine Learning Systems....
The Distributed Computing library for python implemented using PyCOMPSs programming model for HPC.
A Secure Multiparty Computation (MPC) protocol for computing linear regression on vertically distributed datasets....
Implementation of the Bittorrent and Mainline DHT protocol for Distributed Computing applications
A lightweight Python library for distributed computing on Sun Grid Engines
Driver script (python) to distribute a batch of tasks over a collection of compute nodes.
Dockerized Distributed Computing prototype for Docker Global hackathon and DoraHacks
Stream processing system for scalable stream processing with Kafka, Spark, InfluxDB/Cassandra which enables distributed time series related MapReduce computing wit...
Task queue, Long lived workers for work based parallelization, with processes and Redis as back-end. For distributed computing....
2-stage pruning to favor distributed inference (local device compute half of the model, upload the feature for further computing on stronger devices or cloud)....
Intelligent and cost-effective bidding on cloud computing instances for bioinformatics pipelines.
Sky Computing: Accelerating Geo-distributed Computing in Federated Learning