dos-group/benchspark

Stars
8
Rank 2,099,232 (Top 42 %)
Language
Scala
License
MIT License
Created 11 months ago
Updated 10 months ago

dos-group/benchspark

dos-group

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

An extensible toolset for Spark performance benchmarking

leaf

Simulator for modeling energy consumption in cloud, fog, and edge computing environments 🌱

vessim

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

lets-wait-awhile

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

Jupyter Notebook

fedzero

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

fed_challenge

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

leaf-java

A simulator for large energy-aware fog computing environments 🌱

cucumber

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

Jupyter Notebook

water-analytics-cluster

Deployment of a cloud-based platform for processing monitoring data from large-scale water infrastructure monitoring campaigns

c3o-experiments

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

dstat-tools

tools to record and analyze worker utilization using dstat

hector_iot_testing_framework

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

AURA

Distributed Execution Engine

vs.msc.ws14

Distributed Systems Master Project WS14/15

gardening-adventure

allocation-assistant

resource allocation for recurring parallel dataflow jobs

demeter

Jupyter Notebook

bitflow-process-agent

REST API for managing bitflow-pipeline worker subprocesses

syncmesh

Jupyter Notebook

distributed-anomaly-injection

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

LogLAB

Repository for LogLAB Paper

optimistic-failover

Code management for tools and examples for the optimistic failover experiments

freamon

monitoring the resource usage of distributed YARN application containers

water-analytics-enrichment

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

ruya

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

Jupyter Notebook

c3o

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

Jupyter Notebook

bitflow-coordinator

graph-based-feature-selection

bellamy-runtime-prediction

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

testbed-scenarios

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

load-prediction-dsp

Evaluation of Load Prediction Techniques for Distributed Stream Processing

Real-Time-Offloading-Simulator-IIoT

crispy

Code and evaluation for the Crispy resource allocation assistant

Jupyter Notebook

runtime-adjustments-experiments

enel-experiments

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

perona-infrastructure-fingerprinting

Prototypical implementation of "Perona" for explicit infrastructure fingerprinting.

graph

Graph Experiments

PServer

Parameter Server

phoebe

QoS-Aware Distributed Stream Processing through Anticipating Dynamic Workloads

cloudcom2014

CloudCom 2014 fork of stratosphere-streaming

flink-realtime-streaming-jobs

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

karasu-cloud-configuration-profiling

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