Data Provenance for Multi-Agent Models
- Delmar B. DavisJ. FeatherstonM. FukudaHazeline U. Asuncion
- 1 October 2017
Computer Science
ProvMASS, a novel approach to capture provenance of MAMs in a distributed memory by combining inter-process identification, lightweight coordination of in-memory provenance storage, and adaptive provenance capture, is introduced.
Data Provenance for Agent-Based Models in a Distributed Memory
- Delmar B. DavisJ. FeatherstonHoa VoM. FukudaHazeline U. Asuncion
- 9 April 2018
Computer Science
This work introduces a novel approach to capture ABM provenance in a distributed memory, called ProvMASS, and indicates that a configurable approach can capture provenance that explains coordination of distributed shared resources, simulation logic, and agent behavior while limiting performance overhead.