A highly efficient path-restoration protocol for management of optical network transport integrity
Distributed path restoration based on optical cross-connects can provide highly capacity-efficient real-time restoration for WDM-based optical networking. However, to obtain an assured restoration level with the theoretically very low amounts of spare capacity that path restoration allows, one must...
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Veröffentlicht in: | IEEE journal on selected areas in communications 2000-05, Vol.18 (5), p.779-794 |
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description | Distributed path restoration based on optical cross-connects can provide highly capacity-efficient real-time restoration for WDM-based optical networking. However, to obtain an assured restoration level with the theoretically very low amounts of spare capacity that path restoration allows, one must solve, or closely approximate a solution to, the integer multicommodity maximum flow (MCMF) problem, MCMF is, however a hard combinatorial optimization problem due to what is called the "mutual capacity" aspects of the problem: which of many competing origin-destination pairs should be allowed paths over the finite spares on each span? Integer MCMF is further complicated by the nonunimodular nature of the problem, i.e., fractional flows are forbidden but would arise if solved by linear programming. This paper presents a heuristic principle that tests well against integer programming solutions of MCMF routing. The heuristic is first characterized in a centralized program, then adapted for use in a distributed path restoration protocol. In all test cases, the protocol obtains over 97% of the paths found in an optimal MCMF solution in the same network. Via OPNET simulation it is also predicted that the protocol will run in well under 2 seconds which means it could be used directly in real-time, or in distributed prefailure self-planning, for restoration. The significance is that network operators could aggressively optimize their spare capacity, toward theoretical minimums, while still assuring 100% restorability. |
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However, to obtain an assured restoration level with the theoretically very low amounts of spare capacity that path restoration allows, one must solve, or closely approximate a solution to, the integer multicommodity maximum flow (MCMF) problem, MCMF is, however a hard combinatorial optimization problem due to what is called the "mutual capacity" aspects of the problem: which of many competing origin-destination pairs should be allowed paths over the finite spares on each span? Integer MCMF is further complicated by the nonunimodular nature of the problem, i.e., fractional flows are forbidden but would arise if solved by linear programming. This paper presents a heuristic principle that tests well against integer programming solutions of MCMF routing. The heuristic is first characterized in a centralized program, then adapted for use in a distributed path restoration protocol. In all test cases, the protocol obtains over 97% of the paths found in an optimal MCMF solution in the same network. Via OPNET simulation it is also predicted that the protocol will run in well under 2 seconds which means it could be used directly in real-time, or in distributed prefailure self-planning, for restoration. The significance is that network operators could aggressively optimize their spare capacity, toward theoretical minimums, while still assuring 100% restorability.</description><identifier>ISSN: 0733-8716</identifier><identifier>EISSN: 1558-0008</identifier><identifier>DOI: 10.1109/49.842993</identifier><identifier>CODEN: ISACEM</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Algorithms ; Combinatorial analysis ; Heuristic ; Integers ; Internet ; Linear programming ; Networks ; Optical communication ; Optical fiber cables ; Optical fiber networks ; Optical fibers ; Optimization ; Optimization methods ; Predictive models ; Real time ; Restoration ; Routing ; Studies ; Testing ; Transport protocols</subject><ispartof>IEEE journal on selected areas in communications, 2000-05, Vol.18 (5), p.779-794</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. 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However, to obtain an assured restoration level with the theoretically very low amounts of spare capacity that path restoration allows, one must solve, or closely approximate a solution to, the integer multicommodity maximum flow (MCMF) problem, MCMF is, however a hard combinatorial optimization problem due to what is called the "mutual capacity" aspects of the problem: which of many competing origin-destination pairs should be allowed paths over the finite spares on each span? Integer MCMF is further complicated by the nonunimodular nature of the problem, i.e., fractional flows are forbidden but would arise if solved by linear programming. This paper presents a heuristic principle that tests well against integer programming solutions of MCMF routing. The heuristic is first characterized in a centralized program, then adapted for use in a distributed path restoration protocol. In all test cases, the protocol obtains over 97% of the paths found in an optimal MCMF solution in the same network. Via OPNET simulation it is also predicted that the protocol will run in well under 2 seconds which means it could be used directly in real-time, or in distributed prefailure self-planning, for restoration. The significance is that network operators could aggressively optimize their spare capacity, toward theoretical minimums, while still assuring 100% restorability.</description><subject>Algorithms</subject><subject>Combinatorial analysis</subject><subject>Heuristic</subject><subject>Integers</subject><subject>Internet</subject><subject>Linear programming</subject><subject>Networks</subject><subject>Optical communication</subject><subject>Optical fiber cables</subject><subject>Optical fiber networks</subject><subject>Optical fibers</subject><subject>Optimization</subject><subject>Optimization methods</subject><subject>Predictive models</subject><subject>Real time</subject><subject>Restoration</subject><subject>Routing</subject><subject>Studies</subject><subject>Testing</subject><subject>Transport protocols</subject><issn>0733-8716</issn><issn>1558-0008</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2000</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNp90TtPwzAQAGALgUR5DKxMFgOIIcWvJM5YVbykSiwwW45jty6pHWxXqP8eV6kYGJhOp_t0Dx0AVxhNMUbNA2umnJGmoUdggsuSFwghfgwmqKa04DWuTsFZjGuEMGOcTEA7gyu7XPU7qI2xymqX4CDTqgg6Jh9kst7BIfjkle-h8QFupJNLvdlDb6AfklWyh06nbx8-YQrSxcGHBK1Lehls2l2AEyP7qC8P8Rx8PD2-z1-Kxdvz63y2KBRDJBWkJVR3HWtNVyFiam32GaJS1TXvKGUUYWWwZKolqlSGKdVUTUdKJCuKS0TPwd3YN6_7tc3ri42NSve9dNpvo2gwqximFc7y9l9JOCUVLusMb_7Atd8Gl68QnOeRhKEyo_sRqeBjDNqIIdiNDDuBkdg_RbBGjE_J9nq0Vmv96w7FH4DtiHc</recordid><startdate>20000501</startdate><enddate>20000501</enddate><creator>Iraschko, R.R.</creator><creator>Grover, W.D.</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>8FD</scope><scope>L7M</scope><scope>F28</scope><scope>FR3</scope></search><sort><creationdate>20000501</creationdate><title>A highly efficient path-restoration protocol for management of optical network transport integrity</title><author>Iraschko, R.R. ; Grover, W.D.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c402t-2b23edd4bfd602f7efedd403ac778d334301cf1a4cb2c5cf4cc969d250a631503</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2000</creationdate><topic>Algorithms</topic><topic>Combinatorial analysis</topic><topic>Heuristic</topic><topic>Integers</topic><topic>Internet</topic><topic>Linear programming</topic><topic>Networks</topic><topic>Optical communication</topic><topic>Optical fiber cables</topic><topic>Optical fiber networks</topic><topic>Optical fibers</topic><topic>Optimization</topic><topic>Optimization methods</topic><topic>Predictive models</topic><topic>Real time</topic><topic>Restoration</topic><topic>Routing</topic><topic>Studies</topic><topic>Testing</topic><topic>Transport protocols</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Iraschko, R.R.</creatorcontrib><creatorcontrib>Grover, W.D.</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Technology Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><jtitle>IEEE journal on selected areas in communications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Iraschko, R.R.</au><au>Grover, W.D.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A highly efficient path-restoration protocol for management of optical network transport integrity</atitle><jtitle>IEEE journal on selected areas in communications</jtitle><stitle>J-SAC</stitle><date>2000-05-01</date><risdate>2000</risdate><volume>18</volume><issue>5</issue><spage>779</spage><epage>794</epage><pages>779-794</pages><issn>0733-8716</issn><eissn>1558-0008</eissn><coden>ISACEM</coden><abstract>Distributed path restoration based on optical cross-connects can provide highly capacity-efficient real-time restoration for WDM-based optical networking. However, to obtain an assured restoration level with the theoretically very low amounts of spare capacity that path restoration allows, one must solve, or closely approximate a solution to, the integer multicommodity maximum flow (MCMF) problem, MCMF is, however a hard combinatorial optimization problem due to what is called the "mutual capacity" aspects of the problem: which of many competing origin-destination pairs should be allowed paths over the finite spares on each span? Integer MCMF is further complicated by the nonunimodular nature of the problem, i.e., fractional flows are forbidden but would arise if solved by linear programming. This paper presents a heuristic principle that tests well against integer programming solutions of MCMF routing. The heuristic is first characterized in a centralized program, then adapted for use in a distributed path restoration protocol. In all test cases, the protocol obtains over 97% of the paths found in an optimal MCMF solution in the same network. Via OPNET simulation it is also predicted that the protocol will run in well under 2 seconds which means it could be used directly in real-time, or in distributed prefailure self-planning, for restoration. The significance is that network operators could aggressively optimize their spare capacity, toward theoretical minimums, while still assuring 100% restorability.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/49.842993</doi><tpages>16</tpages></addata></record> |
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subjects | Algorithms Combinatorial analysis Heuristic Integers Internet Linear programming Networks Optical communication Optical fiber cables Optical fiber networks Optical fibers Optimization Optimization methods Predictive models Real time Restoration Routing Studies Testing Transport protocols |
title | A highly efficient path-restoration protocol for management of optical network transport integrity |
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