Title :
A new technique for 3-D domain decomposition on multicomputers which reduces message-passing
Author :
Gil, Joseph ; Wagner, Alan
Author_Institution :
Fac. of Comput. Sci., Technion-Israel Inst. of Technol., Haifa, Israel
Abstract :
Algorithms for many geometric and physical problems rely on a decomposition of 3D space. The cubical decomposition that is typically used can lead to costly communication overheads when implemented on multicomputers since each cubical cell is adjacent to, and may interact with, as many as 26 neighbouring cells. We explore an alternate decomposition based on truncated octahedra that, along with other advantages, reduces message passing. The cost of implementing the communication structure resulting from this decomposition on low degree regular communication networks is studied. We show that this structure can be embedded with dilation 2 onto a 3-D mesh. A dilation 3 embedding onto a 4-regular graph is also presented
Keywords :
communication complexity; computational geometry; graph theory; message passing; multiprocessing systems; multiprocessor interconnection networks; parallel algorithms; parallel architectures; 3D domain decomposition; 3D mesh; 4-regular graph; communication overheads; communication structure; computational geometry; cubical cell; cubical decomposition; geometric problems; low degree regular communication networks; message passing; multicomputers; multiprocessor interconnection networks; neighbouring cells; parallel algorithms; three dimensional domain decomposition; three dimensional mesh; truncated octahedra; Cities and towns; Communication networks; Computer science; Costs; Embedded computing; Gas insulated transmission lines; Lattices; Message passing; Physics computing; Solid modeling; Space technology;
Conference_Titel :
Parallel Processing Symposium, 1996., Proceedings of IPPS '96, The 10th International
Conference_Location :
Honolulu, HI
Print_ISBN :
0-8186-7255-2
DOI :
10.1109/IPPS.1996.508188