Quartz: a tool for tuning parallel program performance
SIGMETRICS '90 Proceedings of the 1990 ACM SIGMETRICS conference on Measurement and modeling of computer systems
Parallel program performance metrics: a comprison and validation
Proceedings of the 1992 ACM/IEEE conference on Supercomputing
Empirical methods for artificial intelligence
Empirical methods for artificial intelligence
Scenario-based performance analysis of routing protocols for mobile ad-hoc networks
MobiCom '99 Proceedings of the 5th annual ACM/IEEE international conference on Mobile computing and networking
Distributed Algorithms
The Stability, Scalability and Performance of Multi-agent Systems
BT Technology Journal
A New Method to Evaluate Human-Robot System Performance
Autonomous Robots
The Distributed Constraint Satisfaction Problem: Formalization and Algorithms
IEEE Transactions on Knowledge and Data Engineering
An asynchronous complete method for distributed constraint optimization
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
Solving Distributed Constraint Optimization Problems Using Cooperative Mediation
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 1
Impact of problem centralization in distributed constraint optimization algorithms
Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems
Common metrics for human-robot interaction
Proceedings of the 1st ACM SIGCHI/SIGART conference on Human-robot interaction
No-commitment branch and bound search for distributed constraint optimization
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)
The Contract Net Protocol: High-Level Communication and Control in a Distributed Problem Solver
IEEE Transactions on Computers
DCOPolis: a framework for simulating and deploying distributed constraint reasoning algorithms
Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems: demo papers
Constant Cost of the Computation-Unit in Efficiency Graphs for DCOP Solvers
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 02
Semantic precision and recall for ontology alignment evaluation
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Autonomy levels for unmanned systems (ALFUS) framework: safety and application issues
PerMIS '07 Proceedings of the 2007 Workshop on Performance Metrics for Intelligent Systems
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Multiagent Systems (MAS) are a software paradigm for building large scale intelligent distributed systems. Increasingly, these systems are being deployed on handheld computing devices, or on non-traditional networks such as mobile ad-hoc networks and satellite links. These systems present new challenges for computer scientists in describing the performance of a system and analyzing competing systems. This paper surveys existing metrics that can be used to describe MASes and related components, and provides a framework for analyzing MASes with a case study using DCOPolis, a distributed constraint reasoning system.