Demo: Emulating Distributed Workloads with DistWalk
This demo showcases DistWalk, an open-source distributed workload emulator designed to study the end-to-end latency implications of Linux-based systems. DistWalk is capable of deploying sequences of compute, network, and storage operations arranged within graph-like topologies, to be carried out across multiple servers. It supports a variety of communication protocols and traffic patterns, and enables the customization of several factors, such as the duration and parallelism of compute-intensive operations, the network security and connection handling strategy, and the I/O data access and synchronization mode, among others. DistWalk can be used to experiment with a variety of deployment models for distributed workloads, from bare-metal to virtualized or containerized environments, e.g., using Cloud/Edge infrastructures, OpenStack, Kubernetes, or other orchestrators. This allows Cloud/Edge researchers and developers to perform experimental comparisons of the latency achievable by distributed workload patterns across a wide range of system-level configurations.
Authors
- Remo Andreoli (ORCID: https://orcid.org/0000-0002-3268-4289)
- A. Napolitano
- Tommaso Cucinotta (ORCID: https://orcid.org/0000-0002-0362-0657)
- Tommaso Burlon
Institutions
- Scuola Superiore Sant'Anna (IT)
Publication Details
- Published
- 2025-09-23
- DOI
- https://doi.org/10.1109/ic2e65552.2025.00021
- Primary Topic
- Distributed and Parallel Computing Systems
- Type
- article
- Field-Weighted Citation Impact
- 0.00