Parallel rule firing approaches have been proposed to improve the performance of production systems. However, few performance models have been developed to measure the performance of parallel rule firing approaches. We develop an analytical model for parallel production systems, where rule firing is modeled as a transaction. Both resource contention and data contention are modeled in detail and the performance of locking based, and optimistic approaches is analyzed. We show thal significant speedup can be gained in parallel rule execution. Our main contribution are the insights into parallel rule firing provided by parametric model.
|Original language||English (US)|
|Title of host publication||4th International Conference on Tools with Artificial Intelligence, ICTAI 1992|
|Publisher||IEEE Computer Society|
|Number of pages||8|
|State||Published - Jan 1 1992|
|Event||4th International Conference on Tools with Artificial Intelligence, ICTAI 1992 - Arlington, United States|
Duration: Nov 10 1992 → Nov 13 1992
|Name||Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI|
|Conference||4th International Conference on Tools with Artificial Intelligence, ICTAI 1992|
|Period||11/10/92 → 11/13/92|
- Analytical Model
- Performance Analysis
- Production Systems
- Queueing Model
- Two-Phase Locking, and Optimistic Approach.