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A holistic approach to designing energy-efficient cluster interconnects
Designing energy-efficient clusters has recently become an important concern to make these systems economically attractive for many applications. Since the cluster interconnect is a major part of the system, the focus of this paper is to characterize and optimize the energy consumption in the entire...
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Published in: | IEEE transactions on computers 2005-06, Vol.54 (6), p.660-671 |
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creator | Kim, E.J. Link, G.M. Yum, K.H. Vijaykrishnan, N. Kandemir, M. Irwin, M.J. Das, C.R. |
description | Designing energy-efficient clusters has recently become an important concern to make these systems economically attractive for many applications. Since the cluster interconnect is a major part of the system, the focus of this paper is to characterize and optimize the energy consumption in the entire interconnect. Using a cycle-accurate simulator of an InfiniBand Architecture (IBA) compliant interconnect fabric and actual designs of its components, we investigate the energy behavior on regular and irregular interconnects. The energy profile of the three major components (switches, network interface cards (NICs), and links) reveals that the links and switch buffers consume the major portion of the power budget. Hence, we focus on energy optimization of these two components. To minimize power in the links, first we investigate the dynamic voltage scaling (DVS) algorithm and then propose a novel dynamic link shutdown (DLS) technique. The DLS technique makes use of an appropriate adaptive routing algorithm to shut down the links intelligently. We also present an optimized buffer design for reducing leakage energy in 70nm technology. Our analysis on different networks reveals that, while DVS is an effective energy conservation technique, it incurs significant performance penalty at low to medium workload. Moreover, energy saving with DVS reduces as the buffer leakage current becomes significant with 70nm design. On the other hand, the proposed DLS technique can provide optimized performance-energy behavior (up to 40 percent energy savings with less than 5 percent performance degradation in the best case) for the cluster interconnects. |
doi_str_mv | 10.1109/TC.2005.86 |
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Since the cluster interconnect is a major part of the system, the focus of this paper is to characterize and optimize the energy consumption in the entire interconnect. Using a cycle-accurate simulator of an InfiniBand Architecture (IBA) compliant interconnect fabric and actual designs of its components, we investigate the energy behavior on regular and irregular interconnects. The energy profile of the three major components (switches, network interface cards (NICs), and links) reveals that the links and switch buffers consume the major portion of the power budget. Hence, we focus on energy optimization of these two components. To minimize power in the links, first we investigate the dynamic voltage scaling (DVS) algorithm and then propose a novel dynamic link shutdown (DLS) technique. The DLS technique makes use of an appropriate adaptive routing algorithm to shut down the links intelligently. We also present an optimized buffer design for reducing leakage energy in 70nm technology. Our analysis on different networks reveals that, while DVS is an effective energy conservation technique, it incurs significant performance penalty at low to medium workload. Moreover, energy saving with DVS reduces as the buffer leakage current becomes significant with 70nm design. On the other hand, the proposed DLS technique can provide optimized performance-energy behavior (up to 40 percent energy savings with less than 5 percent performance degradation in the best case) for the cluster interconnects.</description><identifier>ISSN: 0018-9340</identifier><identifier>EISSN: 1557-9956</identifier><identifier>DOI: 10.1109/TC.2005.86</identifier><identifier>CODEN: ITCOB4</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Algorithms ; Buffer design ; Buffers ; cluster interconnect ; Clusters ; Computer architecture ; Computer simulation ; Design ; Design engineering ; dynamic link shutdown ; Dynamic tests ; dynamic voltage scaling ; Energy conservation ; energy optimization ; link design ; Links ; Multiprocessor interconnection ; Network interface cards ; Shutdowns ; Studies ; switch design</subject><ispartof>IEEE transactions on computers, 2005-06, Vol.54 (6), p.660-671</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2005</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c436t-c317da3c266746d8da31314341b21512684f08c10bed76194c1d68e843afd9d13</citedby><cites>FETCH-LOGICAL-c436t-c317da3c266746d8da31314341b21512684f08c10bed76194c1d68e843afd9d13</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/1461355$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,776,780,27903,27904,54775</link.rule.ids></links><search><creatorcontrib>Kim, E.J.</creatorcontrib><creatorcontrib>Link, G.M.</creatorcontrib><creatorcontrib>Yum, K.H.</creatorcontrib><creatorcontrib>Vijaykrishnan, N.</creatorcontrib><creatorcontrib>Kandemir, M.</creatorcontrib><creatorcontrib>Irwin, M.J.</creatorcontrib><creatorcontrib>Das, C.R.</creatorcontrib><title>A holistic approach to designing energy-efficient cluster interconnects</title><title>IEEE transactions on computers</title><addtitle>TC</addtitle><description>Designing energy-efficient clusters has recently become an important concern to make these systems economically attractive for many applications. Since the cluster interconnect is a major part of the system, the focus of this paper is to characterize and optimize the energy consumption in the entire interconnect. Using a cycle-accurate simulator of an InfiniBand Architecture (IBA) compliant interconnect fabric and actual designs of its components, we investigate the energy behavior on regular and irregular interconnects. The energy profile of the three major components (switches, network interface cards (NICs), and links) reveals that the links and switch buffers consume the major portion of the power budget. Hence, we focus on energy optimization of these two components. To minimize power in the links, first we investigate the dynamic voltage scaling (DVS) algorithm and then propose a novel dynamic link shutdown (DLS) technique. The DLS technique makes use of an appropriate adaptive routing algorithm to shut down the links intelligently. We also present an optimized buffer design for reducing leakage energy in 70nm technology. Our analysis on different networks reveals that, while DVS is an effective energy conservation technique, it incurs significant performance penalty at low to medium workload. Moreover, energy saving with DVS reduces as the buffer leakage current becomes significant with 70nm design. On the other hand, the proposed DLS technique can provide optimized performance-energy behavior (up to 40 percent energy savings with less than 5 percent performance degradation in the best case) for the cluster interconnects.</description><subject>Algorithms</subject><subject>Buffer design</subject><subject>Buffers</subject><subject>cluster interconnect</subject><subject>Clusters</subject><subject>Computer architecture</subject><subject>Computer simulation</subject><subject>Design</subject><subject>Design engineering</subject><subject>dynamic link shutdown</subject><subject>Dynamic tests</subject><subject>dynamic voltage scaling</subject><subject>Energy conservation</subject><subject>energy optimization</subject><subject>link design</subject><subject>Links</subject><subject>Multiprocessor interconnection</subject><subject>Network interface cards</subject><subject>Shutdowns</subject><subject>Studies</subject><subject>switch design</subject><issn>0018-9340</issn><issn>1557-9956</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2005</creationdate><recordtype>article</recordtype><recordid>eNp90MFKAzEQANAgCtbqxauXxYOCsDWTZLPJsRStQsFLPYdtdrZN2WZrsnvo35tSQfDgZWYOb4aZIeQW6ASA6uflbMIoLSZKnpERFEWZa13IczKiFFSuuaCX5CrGLaVUMqpHZD7NNl3rYu9sVu33oavsJuu7rMbo1t75dYYew_qQY9M469D3mW2H2GPInE_Rdt6j7eM1uWiqNuLNTx6Tz9eX5ewtX3zM32fTRW4Fl31uOZR1xS2TshSyVqkGDoILWDEogEklGqos0BXWpQQtLNRSoRK8ampdAx-Tx9PctOrXgLE3Oxcttm3lsRuiUVpCKZliST78K5miIJQ6jrz_A7fdEHy6wihZFiClpgk9nZANXYwBG7MPbleFgwFqjq83y5k5vj71JHx3wg4Rf6GQwIuCfwPRnH15</recordid><startdate>20050601</startdate><enddate>20050601</enddate><creator>Kim, E.J.</creator><creator>Link, G.M.</creator><creator>Yum, K.H.</creator><creator>Vijaykrishnan, N.</creator><creator>Kandemir, M.</creator><creator>Irwin, M.J.</creator><creator>Das, C.R.</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. 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Since the cluster interconnect is a major part of the system, the focus of this paper is to characterize and optimize the energy consumption in the entire interconnect. Using a cycle-accurate simulator of an InfiniBand Architecture (IBA) compliant interconnect fabric and actual designs of its components, we investigate the energy behavior on regular and irregular interconnects. The energy profile of the three major components (switches, network interface cards (NICs), and links) reveals that the links and switch buffers consume the major portion of the power budget. Hence, we focus on energy optimization of these two components. To minimize power in the links, first we investigate the dynamic voltage scaling (DVS) algorithm and then propose a novel dynamic link shutdown (DLS) technique. The DLS technique makes use of an appropriate adaptive routing algorithm to shut down the links intelligently. We also present an optimized buffer design for reducing leakage energy in 70nm technology. Our analysis on different networks reveals that, while DVS is an effective energy conservation technique, it incurs significant performance penalty at low to medium workload. Moreover, energy saving with DVS reduces as the buffer leakage current becomes significant with 70nm design. On the other hand, the proposed DLS technique can provide optimized performance-energy behavior (up to 40 percent energy savings with less than 5 percent performance degradation in the best case) for the cluster interconnects.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TC.2005.86</doi><tpages>12</tpages></addata></record> |
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subjects | Algorithms Buffer design Buffers cluster interconnect Clusters Computer architecture Computer simulation Design Design engineering dynamic link shutdown Dynamic tests dynamic voltage scaling Energy conservation energy optimization link design Links Multiprocessor interconnection Network interface cards Shutdowns Studies switch design |
title | A holistic approach to designing energy-efficient cluster interconnects |
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