Discover dos-group/water-analytics-cluster Open Source project

A co-simulation testbed for carbon-aware applications and systems 🍃

102

vessim

Simulator and datasets to research on carbon-aware temporal workload shifting.

lets-wait-awhile

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

fedzero

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

fed_challenge

A simulator for large energy-aware fog computing environments 🌱

leaf-java

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

cucumber

An extensible toolset for Spark performance benchmarking

benchspark

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

c3o-experiments

dstat-tools

tools to record and analyze worker utilization using dstat

Ruby

hector_iot_testing_framework

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

Shell

AURA

Distributed Execution Engine

Distributed Systems Master Project WS14/15

vs.msc.ws14

resource allocation for recurring parallel dataflow jobs

gardening-adventure

Shell

allocation-assistant

demeter

REST API for managing bitflow-pipeline worker subprocesses

bitflow-process-agent

syncmesh

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

distributed-anomaly-injection

Repository for LogLAB Paper

LogLAB

Code management for tools and examples for the optimistic failover experiments

optimistic-failover

monitoring the resource usage of distributed YARN application containers

freamon

Flink job performing data enrichment within the WaterGridSense4.0 Analytics Platform.

water-analytics-enrichment

Code and evaluation for Ruya, the memory-aware cluster configuration optimizer

ruya

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

c3o

bitflow-coordinator

graph-based-feature-selection

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

bellamy-runtime-prediction

Deployment scripts for cloud workload scenarios, based on Heat, Ansible, Docker, and Docker Swarm

testbed-scenarios

Shell

load-prediction-dsp

Evaluation of Load Prediction Techniques for Distributed Stream Processing

Real-Time-Offloading-Simulator-IIoT

Code and evaluation for the Crispy resource allocation assistant

crispy

runtime-adjustments-experiments

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

enel-experiments

Prototypical implementation of "Perona" for explicit infrastructure fingerprinting.

perona-infrastructure-fingerprinting

graph

PServer

phoebe

QoS-Aware Distributed Stream Processing through Anticipating Dynamic Workloads

CloudCom 2014 fork of stratosphere-streaming

cloudcom2014

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

flink-realtime-streaming-jobs

Prototypical implementation of "Karasu" for collective and efficient cloud configuration profiling

karasu-cloud-configuration-profiling