Adaptation With WASL

This repo contains source code and other artifacts related to the paper "WASL: Harmonizing Uncoordinated Adaptive Modules in Multi-Tenant Cloud Systems". WASL is a rate-adaptation based technique for runtime cross-layer coordination in multi-tenant clouds to mitigate performance interference arising due to multiple colocated adaptive applications.

DOI Reference: Zenodo

TailBench applications have been used for evaluation. Tailbench details are here.
TailBench : Updates to standard TailBench suite used for experiments

The SetUp instructions are available here.

Code Structure

/                           : Overall Runtime System
|-- OptimizingController    : Adaptation Module 
|-- PoleAdaptation          : WASL-based Rate Adaptation
|-- apto-tailbench-apps     : Wrapper/Profiler for Application/System 
|-- apto-tailbench-apps/scripts : Helper scripts for profiling or data collection
|-- apto                    : Processing and Activation,
                              coordination with the Adaptation Module
|-- SetUp.md                : Readme about the setup of the overall system
|-- Plots                   : Scripts related to some results

The Readme files for each of the folders are being further updated for enhanced documentation.

Citation

The following paper can be cited:

@inproceedings{DBLP:conf/icpe/Pervaiz26,
  author       = {Ahsan Pervaiz, Anwesha Das, Vedant Kodagi, 
                  Muhammad Husni Santriaji, Henry Hoffmann},
  title        = {WASL: Harmonizing Uncoordinated Adaptive Modules 
                  in Multi-Tenant Cloud Systems},
  booktitle    = {International Conference on Performance Engineering, {ICPE}},
  publisher    = {{ACM/SPEC}},
  year         = {2026} 
}