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allocation-assistant

resource allocation for recurring parallel dataflow jobs

aptrl

An automatic parameter tuning system for Ceph storage.

aura

Distributed Execution Engine

bellamy-runtime-prediction

Prototypical implementation of "Bellamy" for runtime prediction / resource allocation

bitflow-coordinator

bitflow-process-agent

REST API for managing bitflow-pipeline worker subprocesses

c3o

C3O: Collaborative Cluster Configuration Optimization for Distributed Data Processing in Public Clouds

c3o-experiments

Experiment data from the paper "Towards Collaborative Optimization of Cluster Configurations for Distributed Dataflow Jobs"

capes-oss

CAPES: Unsupervised Storage Performance Tuning Using Neural Network-Based Deep Reinforcement Learning

classify-ts

Deep Learning for Time Series Classification

cloudcom2014

CloudCom 2014 fork of stratosphere-streaming

crispy

Code and evaluation for the Crispy resource allocation assistant

cucumber

Renewable-Aware Admission Control for Delay-Tolerant Cloud and Edge Workloads

daedalus

Fork of the original repository, but with small modifications

demeter

distributed-anomaly-injection

Agent-based system anomaly injector. Builds uppon several system anomaly simulation tools.

dstat-tools

tools to record and analyze worker utilization using dstat

enel-experiments

Prototypical implementation of "Enel" for runtime prediction / resource allocation / dynamic scaling.

expo-demo-server

fed_challenge

Superiority of Simplicity: A Lightweight Model for Network Device Workload Prediction

fedzero

Implementation and evaluation of "FedZero: Leveraging Renewable Excess Energy in Federated Learning"

flink-realtime-streaming

Mirror of Apache Flink

flink-realtime-streaming-jobs

Jobs to demonstrate, test and benchmark elastic real-time stream processing in Flink-Streaming

freamon

monitoring the resource usage of distributed YARN application containers

gardening-adventure

gral

A tool to approximate locations of wireless sensors in a tree-like network topology with few known locations

graph

Graph Experiments

graph-based-feature-selection

group-adaptive-scheduler

hector_iot_testing_framework

A framework, available as a Python API, for doing experiments on real and emulated IoT environments.