{"title":"多网格结构下前缀计算的快速并行算法","authors":"Amit Datta, M. De, B. Sinha","doi":"10.1142/S0129626417500098","DOIUrl":null,"url":null,"abstract":"A parallel algorithm for prefix computation on N data elements mapped on a Multi Mesh (MM) network of N = n4 processing elements is presented here. The time required by the proposed algorithm is significantly less than that by any of the existing algorithms for prefix computation on mesh-like architectures due to the specific interconnection pattern used in the MM network. The proposed technique requires O(N1/4) time for data communication and O(log N1/4) time for computation, when mapped on a MM network constituted by N1/2 meshes, each of size N1/4 × N1/4. The data communication time in the proposed algorithm is less than the prefix sum algorithm proposed in extended Multi Mesh. To be precise, instead of (13N1/4 − 5)τ communication time the proposed algorithm requires a data communication time of 7.5N1/4τ only. Moreover, the proposed parallel algorithm does not need any extra inter block links as used in the extended Multi Mesh.","PeriodicalId":422436,"journal":{"name":"Parallel Process. Lett.","volume":"12 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Fast Parallel Algorithm for Prefix Computation in Multi-Mesh Architecture\",\"authors\":\"Amit Datta, M. De, B. Sinha\",\"doi\":\"10.1142/S0129626417500098\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A parallel algorithm for prefix computation on N data elements mapped on a Multi Mesh (MM) network of N = n4 processing elements is presented here. The time required by the proposed algorithm is significantly less than that by any of the existing algorithms for prefix computation on mesh-like architectures due to the specific interconnection pattern used in the MM network. The proposed technique requires O(N1/4) time for data communication and O(log N1/4) time for computation, when mapped on a MM network constituted by N1/2 meshes, each of size N1/4 × N1/4. The data communication time in the proposed algorithm is less than the prefix sum algorithm proposed in extended Multi Mesh. To be precise, instead of (13N1/4 − 5)τ communication time the proposed algorithm requires a data communication time of 7.5N1/4τ only. Moreover, the proposed parallel algorithm does not need any extra inter block links as used in the extended Multi Mesh.\",\"PeriodicalId\":422436,\"journal\":{\"name\":\"Parallel Process. Lett.\",\"volume\":\"12 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-12-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Parallel Process. Lett.\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1142/S0129626417500098\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Parallel Process. Lett.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1142/S0129626417500098","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Fast Parallel Algorithm for Prefix Computation in Multi-Mesh Architecture
A parallel algorithm for prefix computation on N data elements mapped on a Multi Mesh (MM) network of N = n4 processing elements is presented here. The time required by the proposed algorithm is significantly less than that by any of the existing algorithms for prefix computation on mesh-like architectures due to the specific interconnection pattern used in the MM network. The proposed technique requires O(N1/4) time for data communication and O(log N1/4) time for computation, when mapped on a MM network constituted by N1/2 meshes, each of size N1/4 × N1/4. The data communication time in the proposed algorithm is less than the prefix sum algorithm proposed in extended Multi Mesh. To be precise, instead of (13N1/4 − 5)τ communication time the proposed algorithm requires a data communication time of 7.5N1/4τ only. Moreover, the proposed parallel algorithm does not need any extra inter block links as used in the extended Multi Mesh.