DOS Group at TU Berlin

leaf-java

A simulator for large energy-aware fog computing environments 🌱

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

allocation-assistant

resource allocation for recurring parallel dataflow jobs

gardening-adventure

group-adaptive-scheduler

scheduling-recurring-applications

distributed-anomaly-injection

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

freamon

monitoring the resource usage of distributed YARN application containers

water-analytics-enrichment

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

bellamy-runtime-prediction

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

bitflow-coordinator

c3o

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

graph-based-feature-selection

load-prediction-dsp

Evaluation of Load Prediction Techniques for Distributed Stream Processing

testbed-scenarios

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

enel-experiments

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

runtime-adjustments-experiments

Meike-FairnessInL2R-Code

code base and experiments for same name paper repository

APTRL

An automatic parameter tuning system for Ceph storage.

capes-oss

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

classify-ts

Deep Learning for Time Series Classification

GRAL

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

rafiki

Rafiki: Task Level Capacity Planning in Distributed Stream Processing Systems

runtime-prediction-experiments

experiments with recurring data-parallel processing jobs

SMiPE-code

Master thesis results of Jannis Koch

tdis21_dsp_platform

wgs-jobs

This repository contains all flink jobs that have been developed for use in the WaterGridSense4.0 project Analytics Platform.

yahoo_streaming_benchmark_experiment

Streaming Application for Experiments