Title :
A hybrid transitive closure algorithm for sequential and parallel processing
Author :
Yang, Qi ; Yu, Clement ; Liu, Chengwen ; Dao, Son ; Wang, Gaoming ; Pham, Tracy
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Illinois Univ., Chicago, IL, USA
Abstract :
A new hybrid algorithm is proposed for well-formed path problems including the transitive closure problem. The CPU time for computation is O(ne), and blocking technique is incorporated to reduce the disk I/O cost in disk-resident environment. The new features of the new algorithm are that only parents sets instead of descendant sets are loaded in from disk, and the computation can be parallelized efficiently. Simulation results show that our algorithm is superior to other existing algorithms in sequential computation, and that linear speedup is achieved in parallel computation
Keywords :
database management systems; database theory; parallel processing; CPU time; blocking technique; disk I/O cost; disk-resident environment; hybrid transitive closure algorithm; linear speedup; parallel processing; sequential computation; sequential processing; simulation results; Algorithm design and analysis; Bills of materials; Computational modeling; Computer science; Concurrent computing; Costs; Databases; Iterative algorithms; Parallel algorithms; Parallel processing;
Conference_Titel :
Data Engineering, 1994. Proceedings.10th International Conference
Conference_Location :
Houston, TX
Print_ISBN :
0-8186-5402-3
DOI :
10.1109/ICDE.1994.283073