Delay-constrained scheduling: power efficiency, filter design, and bounds
In this paper, packet scheduling with maximum delay constraints is considered with the objective to minimize average transmit power over Gaussian channels. The main emphasis is on deriving robust schedulers which do not rely on the knowledge of the source arrival process. Towards that end, we first...
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creator | Khojastepour, M.A. Sabharwal, A. |
description | In this paper, packet scheduling with maximum delay constraints is considered with the objective to minimize average transmit power over Gaussian channels. The main emphasis is on deriving robust schedulers which do not rely on the knowledge of the source arrival process. Towards that end, we first show that all schedulers (robust or otherwise) which guarantee a maximum queuing delay for each packet are equivalent to a time-varying linear filter. Using the connection between filtering and scheduling, we study the design of optimal power minimizing robust schedulers. Two cases, motivated by filtering connection, are studied in detail. First, a time-invariant robust scheduler is presented and its performance is completely characterized. Second, we present the optimal time-varying robust scheduler, and show that it has a very intuitive time water-filling structure. We also present upper and lower bounds on the performance of power-minimizing schedulers as a function of delay constraints. The new results form an important step towards understanding of the packet time-scale interactions between physical layer metric of power and network layer metric of delay |
doi_str_mv | 10.1109/INFCOM.2004.1354603 |
format | Conference Proceeding |
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The new results form an important step towards understanding of the packet time-scale interactions between physical layer metric of power and network layer metric of delay</description><subject>Applied sciences</subject><subject>Delay</subject><subject>Detection, estimation, filtering, equalization, prediction</subject><subject>Exact sciences and technology</subject><subject>Filtering</subject><subject>Gaussian channels</subject><subject>Information, signal and communications theory</subject><subject>Nonlinear filters</subject><subject>Optimal scheduling</subject><subject>Power filters</subject><subject>Probability distribution</subject><subject>Processor scheduling</subject><subject>Robustness</subject><subject>Signal and communications theory</subject><subject>Signal, noise</subject><subject>Switching and signalling</subject><subject>Systems, networks and services of telecommunications</subject><subject>Telecommunications</subject><subject>Telecommunications and information theory</subject><subject>Teletraffic</subject><subject>Upper bound</subject><issn>0743-166X</issn><issn>2641-9874</issn><isbn>0780383559</isbn><isbn>9780780383555</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2004</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNpFkE1LAzEYhIMfYFv9Bb3sxVu3vm-STbLepLW6UO1FwVvJZ42sadm0yP57CxU8Dcw8DMMQMkaYIkJ917wuZquXKQXgU2QVF8DOyIAKjmWtJD8nQ5AKmGJVVV-QAUjOShTi44oMc_4CACWpGJBm7lvdl3ab8r7TMXlXZPvp3aGNaXNf7LY_vit8CNFGn2w_KUJs90fL-Rw3aVLo5AqzPSSXr8ll0G32N386Iu-Lx7fZc7lcPTWzh2UZKVf7kjEhIRxnUy8prYTSNRMOmTFOIBXOUQMcgaHkQQtAxanyzFBlDKLlko3I7al3p7PVbeh0sjGvd1381l2_xhorKqg4cuMTF733__HpKvYLAXFZ9A</recordid><startdate>2004</startdate><enddate>2004</enddate><creator>Khojastepour, M.A.</creator><creator>Sabharwal, A.</creator><general>IEEE</general><scope>6IE</scope><scope>6IH</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIO</scope><scope>IQODW</scope></search><sort><creationdate>2004</creationdate><title>Delay-constrained scheduling: power efficiency, filter design, and bounds</title><author>Khojastepour, M.A. ; Sabharwal, A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i248t-33670f2002e722568a936d13bbd6126dd2b04103174fa6018428e3b28bb11c473</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2004</creationdate><topic>Applied sciences</topic><topic>Delay</topic><topic>Detection, estimation, filtering, equalization, prediction</topic><topic>Exact sciences and technology</topic><topic>Filtering</topic><topic>Gaussian channels</topic><topic>Information, signal and communications theory</topic><topic>Nonlinear filters</topic><topic>Optimal scheduling</topic><topic>Power filters</topic><topic>Probability distribution</topic><topic>Processor scheduling</topic><topic>Robustness</topic><topic>Signal and communications theory</topic><topic>Signal, noise</topic><topic>Switching and signalling</topic><topic>Systems, networks and services of telecommunications</topic><topic>Telecommunications</topic><topic>Telecommunications and information theory</topic><topic>Teletraffic</topic><topic>Upper bound</topic><toplevel>online_resources</toplevel><creatorcontrib>Khojastepour, M.A.</creatorcontrib><creatorcontrib>Sabharwal, A.</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan (POP) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP) 1998-present</collection><collection>Pascal-Francis</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Khojastepour, M.A.</au><au>Sabharwal, A.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Delay-constrained scheduling: power efficiency, filter design, and bounds</atitle><btitle>IEEE INFOCOM 2004</btitle><stitle>INFCOM</stitle><date>2004</date><risdate>2004</risdate><volume>3</volume><spage>1938</spage><epage>1949 vol.3</epage><pages>1938-1949 vol.3</pages><issn>0743-166X</issn><eissn>2641-9874</eissn><isbn>0780383559</isbn><isbn>9780780383555</isbn><abstract>In this paper, packet scheduling with maximum delay constraints is considered with the objective to minimize average transmit power over Gaussian channels. The main emphasis is on deriving robust schedulers which do not rely on the knowledge of the source arrival process. Towards that end, we first show that all schedulers (robust or otherwise) which guarantee a maximum queuing delay for each packet are equivalent to a time-varying linear filter. Using the connection between filtering and scheduling, we study the design of optimal power minimizing robust schedulers. Two cases, motivated by filtering connection, are studied in detail. First, a time-invariant robust scheduler is presented and its performance is completely characterized. Second, we present the optimal time-varying robust scheduler, and show that it has a very intuitive time water-filling structure. We also present upper and lower bounds on the performance of power-minimizing schedulers as a function of delay constraints. 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source | IEEE Electronic Library (IEL) Conference Proceedings |
subjects | Applied sciences Delay Detection, estimation, filtering, equalization, prediction Exact sciences and technology Filtering Gaussian channels Information, signal and communications theory Nonlinear filters Optimal scheduling Power filters Probability distribution Processor scheduling Robustness Signal and communications theory Signal, noise Switching and signalling Systems, networks and services of telecommunications Telecommunications Telecommunications and information theory Teletraffic Upper bound |
title | Delay-constrained scheduling: power efficiency, filter design, and bounds |
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