Probabilistic analysis of the optimal efficiency of the multi-level dynamic load balancing scheme: (extended abstract)
Abstract: "This paper investigates the optimal efficiency of the multi-level dynamic load balancing scheme for OR-parallel programs, using probability theory. In the single-level dynamic load balancing scheme, one processor divides the given task into several subtasks, which are distributed to...
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Tokyo, Japan
1990
|
| Series: | Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical memorandum
974 |
| Subjects: | |
| Summary: | Abstract: "This paper investigates the optimal efficiency of the multi-level dynamic load balancing scheme for OR-parallel programs, using probability theory. In the single-level dynamic load balancing scheme, one processor divides the given task into several subtasks, which are distributed to the other processors on demand and then executed independently. We introduce a formal model of the execution as a queuing system with several servers. And we investigate the optimal granularity of the subtasks to attain the maximal efficiency, taking account of the dividing costs and the load imbalance among the processors. Thus we obtain the estimates of the maximal efficiency We then apply these results to the analysis of the efficiency of the multi-level dynamic load balancing scheme, which is the iterated application of the single-level dynamic load balancing scheme in a hierarchical manner. And we show how the scalability of the load balancing scheme is thereby improved over the single-level one. |
| Physical Description: | 5 S. |
Staff View
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| 100 | 1 | |a Kimura, Kouichi |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Probabilistic analysis of the optimal efficiency of the multi-level dynamic load balancing scheme |b (extended abstract) |c K. Kimura & N. Ichiyoshi |
| 264 | 1 | |a Tokyo, Japan |c 1990 | |
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| 490 | 1 | |a Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical memorandum |v 974 | |
| 520 | 3 | |a Abstract: "This paper investigates the optimal efficiency of the multi-level dynamic load balancing scheme for OR-parallel programs, using probability theory. In the single-level dynamic load balancing scheme, one processor divides the given task into several subtasks, which are distributed to the other processors on demand and then executed independently. We introduce a formal model of the execution as a queuing system with several servers. And we investigate the optimal granularity of the subtasks to attain the maximal efficiency, taking account of the dividing costs and the load imbalance among the processors. Thus we obtain the estimates of the maximal efficiency | |
| 520 | 3 | |a We then apply these results to the analysis of the efficiency of the multi-level dynamic load balancing scheme, which is the iterated application of the single-level dynamic load balancing scheme in a hierarchical manner. And we show how the scalability of the load balancing scheme is thereby improved over the single-level one. | |
| 650 | 4 | |a Parallel processing (Electronic computers) | |
| 650 | 4 | |a Queuing theory | |
| 700 | 1 | |a Ichiyoshi, Nobuyuki |e Verfasser |4 aut | |
| 830 | 0 | |a Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical memorandum |v 974 |w (DE-604)BV010943497 |9 974 | |
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Record in the Search Index
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|---|---|
| any_adam_object | |
| author | Kimura, Kouichi Ichiyoshi, Nobuyuki |
| author_facet | Kimura, Kouichi Ichiyoshi, Nobuyuki |
| author_role | aut aut |
| author_sort | Kimura, Kouichi |
| author_variant | k k kk n i ni |
| building | Verbundindex |
| bvnumber | BV010970684 |
| ctrlnum | (OCoLC)25854287 (DE-599)BVBBV010970684 |
| format | Book |
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| id | DE-604.BV010970684 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-09T18:01:53Z |
| institution | BVB |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-007340351 |
| oclc_num | 25854287 |
| open_access_boolean | |
| owner | DE-91G DE-BY-TUM |
| owner_facet | DE-91G DE-BY-TUM |
| physical | 5 S. |
| publishDate | 1990 |
| publishDateSearch | 1990 |
| publishDateSort | 1990 |
| record_format | marc |
| series | Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical memorandum |
| series2 | Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical memorandum |
| spelling | Kimura, Kouichi Verfasser aut Probabilistic analysis of the optimal efficiency of the multi-level dynamic load balancing scheme (extended abstract) K. Kimura & N. Ichiyoshi Tokyo, Japan 1990 5 S. txt rdacontent n rdamedia nc rdacarrier Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical memorandum 974 Abstract: "This paper investigates the optimal efficiency of the multi-level dynamic load balancing scheme for OR-parallel programs, using probability theory. In the single-level dynamic load balancing scheme, one processor divides the given task into several subtasks, which are distributed to the other processors on demand and then executed independently. We introduce a formal model of the execution as a queuing system with several servers. And we investigate the optimal granularity of the subtasks to attain the maximal efficiency, taking account of the dividing costs and the load imbalance among the processors. Thus we obtain the estimates of the maximal efficiency We then apply these results to the analysis of the efficiency of the multi-level dynamic load balancing scheme, which is the iterated application of the single-level dynamic load balancing scheme in a hierarchical manner. And we show how the scalability of the load balancing scheme is thereby improved over the single-level one. Parallel processing (Electronic computers) Queuing theory Ichiyoshi, Nobuyuki Verfasser aut Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical memorandum 974 (DE-604)BV010943497 974 |
| spellingShingle | Kimura, Kouichi Ichiyoshi, Nobuyuki Probabilistic analysis of the optimal efficiency of the multi-level dynamic load balancing scheme (extended abstract) Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical memorandum Parallel processing (Electronic computers) Queuing theory |
| title | Probabilistic analysis of the optimal efficiency of the multi-level dynamic load balancing scheme (extended abstract) |
| title_auth | Probabilistic analysis of the optimal efficiency of the multi-level dynamic load balancing scheme (extended abstract) |
| title_exact_search | Probabilistic analysis of the optimal efficiency of the multi-level dynamic load balancing scheme (extended abstract) |
| title_full | Probabilistic analysis of the optimal efficiency of the multi-level dynamic load balancing scheme (extended abstract) K. Kimura & N. Ichiyoshi |
| title_fullStr | Probabilistic analysis of the optimal efficiency of the multi-level dynamic load balancing scheme (extended abstract) K. Kimura & N. Ichiyoshi |
| title_full_unstemmed | Probabilistic analysis of the optimal efficiency of the multi-level dynamic load balancing scheme (extended abstract) K. Kimura & N. Ichiyoshi |
| title_short | Probabilistic analysis of the optimal efficiency of the multi-level dynamic load balancing scheme |
| title_sort | probabilistic analysis of the optimal efficiency of the multi level dynamic load balancing scheme extended abstract |
| title_sub | (extended abstract) |
| topic | Parallel processing (Electronic computers) Queuing theory |
| topic_facet | Parallel processing (Electronic computers) Queuing theory |
| volume_link | (DE-604)BV010943497 |
| work_keys_str_mv | AT kimurakouichi probabilisticanalysisoftheoptimalefficiencyofthemultileveldynamicloadbalancingschemeextendedabstract AT ichiyoshinobuyuki probabilisticanalysisoftheoptimalefficiencyofthemultileveldynamicloadbalancingschemeextendedabstract |