Offline Routing and Wavelength Assignment in Transparent WDM Networks
We consider the offline version of the routing and wavelength assignment (RWA) problem in transparent all-optical networks. In such networks and in the absence of regenerators, the signal quality of transmission degrades due to physical layer impairments. Because of certain physical effects, routing...
Saved in:
Published in | IEEE/ACM transactions on networking Vol. 18; no. 5; pp. 1557 - 1570 |
---|---|
Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
New York
IEEE
01.10.2010
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | We consider the offline version of the routing and wavelength assignment (RWA) problem in transparent all-optical networks. In such networks and in the absence of regenerators, the signal quality of transmission degrades due to physical layer impairments. Because of certain physical effects, routing choices made for one lightpath affect and are affected by the choices made for the other lightpaths. This interference among the lightpaths is particularly difficult to formulate in an offline algorithm since, in this version of the problem, we start without any established connections and the utilization of lightpaths are the variables of the problem. We initially present an algorithm for solving the pure (without impairments) RWA problem based on a LP-relaxation formulation that tends to yield integer solutions. Then, we extend this algorithm and present two impairment-aware (IA) RWA algorithms that account for the interference among lightpaths in their formulation. The first algorithm takes the physical layer indirectly into account by limiting the impairment-generating sources. The second algorithm uses noise variance-related parameters to directly account for the most important physical impairments. The objective of the resulting cross-layer optimization problem is not only to serve the connections using a small number of wavelengths (network layer objective), but also to select lightpaths that have acceptable quality of transmission (physical layer objective). Simulations experiments using realistic network, physical layer, and traffic parameters indicate that the proposed algorithms can solve real problems within acceptable time. |
---|---|
AbstractList | We consider the offline version of the routing and wavelength assignment (RWA) problem in transparent all-optical networks. In such networks and in the absence of regenerators, the signal quality of transmission degrades due to physical layer impairments. Because of certain physical effects, routing choices made for one lightpath affect and are affected by the choices made for the other lightpaths. This interference among the lightpaths is particularly difficult to formulate in an offline algorithm since, in this version of the problem, we start without any established connections and the utilization of lightpaths are the variables of the problem. We initially present an algorithm for solving the pure (without impairments) RWA problem based on a LP-relaxation formulation that tends to yield integer solutions. Then, we extend this algorithm and present two impairment-aware (IA) RWA algorithms that account for the interference among lightpaths in their formulation. The first algorithm takes the physical layer indirectly into account by limiting the impairment-generating sources. The second algorithm uses noise variance-related parameters to directly account for the most important physical impairments. The objective of the resulting cross-layer optimization problem is not only to serve the connections using a small number of wavelengths (network layer objective), but also to select lightpaths that have acceptable quality of transmission (physical layer objective). Simulations experiments using realistic network, physical layer, and traffic parameters indicate that the proposed algorithms can solve real problems within acceptable time. |
Author | Christodoulopoulos, Konstantinos Manousakis, Konstantinos Varvarigos, Emmanouel |
Author_xml | – sequence: 1 givenname: Konstantinos surname: Christodoulopoulos fullname: Christodoulopoulos, Konstantinos email: kchristodou@ceid.upatras.gr organization: Comput. Eng. & Inf. Dept., Univ. of Patras, Patras, Greece – sequence: 2 givenname: Konstantinos surname: Manousakis fullname: Manousakis, Konstantinos email: manousak@ceid.upatras.gr organization: Comput. Eng. & Inf. Dept., Univ. of Patras, Patras, Greece – sequence: 3 givenname: Emmanouel surname: Varvarigos fullname: Varvarigos, Emmanouel email: manos@ceid.upatras.gr organization: Comput. Eng. & Inf. Dept., Univ. of Patras, Patras, Greece |
BookMark | eNp9kM9PwjAYhhuDiYD-AcbLEi9ehv29cSSIPxKExMxwXMr2DYujw7bT-N_bBeLBg6f2TZ-n35d3gHqmMYDQJcEjQvD4NlvMshHFIVLMuUjFCeoTIdKYCil74Y4li6Uc0zM0cG6LMWGYyj6aLauq1gail6b12mwiZcpopT6hBrPxb9HEOb0xOzA-0ibKrDJur2wXV3fP0QL8V2Pf3Tk6rVTt4OJ4DtHr_SybPsbz5cPTdDKPC0alj8v1usClwjRVwChTNCmxWEOiJCesBAUpx-uKCIVZmhSEEVqMGYwJTypWJTxlQ3Rz-Hdvm48WnM932hVQ18pA07qcMCmISIIY0Os_6LZprQnb5QQzTDgTKQ8UOVCFbZyzUOV7q3fKfgco74rNu2Lzrtj8WGxwkj9Oob3yujHeKl3_a14dTA0Av5NEeMOcsR8BPoZz |
CODEN | IEANEP |
CitedBy_id | crossref_primary_10_1007_s12200_019_0850_4 crossref_primary_10_1109_JLT_2011_2167596 crossref_primary_10_1016_j_comnet_2020_107167 crossref_primary_10_1007_s11107_017_0714_z crossref_primary_10_1364_JOCN_536592 crossref_primary_10_1515_joc_2015_0091 crossref_primary_10_1109_TNET_2022_3194982 crossref_primary_10_1002_nem_1890 crossref_primary_10_1007_s11082_021_03279_y crossref_primary_10_1002_dac_4430 crossref_primary_10_1007_s10878_024_01125_x crossref_primary_10_1016_j_osn_2013_03_004 crossref_primary_10_1109_TNET_2016_2544760 crossref_primary_10_1016_j_osn_2014_01_012 crossref_primary_10_1364_JOCN_5_001296 crossref_primary_10_1016_j_engappai_2018_06_004 crossref_primary_10_1109_MCOM_2012_6257531 crossref_primary_10_1016_j_osn_2014_09_002 crossref_primary_10_1109_JSTQE_2022_3151323 crossref_primary_10_1364_JOCN_4_000356 crossref_primary_10_1007_s13675_015_0043_x crossref_primary_10_1364_JOCN_7_000995 crossref_primary_10_1016_j_comnet_2018_08_006 crossref_primary_10_1364_JOCN_4_000314 crossref_primary_10_1364_JOCN_5_000338 crossref_primary_10_1049_iet_net_2018_5040 crossref_primary_10_1109_ACCESS_2024_3441522 crossref_primary_10_1109_JLT_2022_3157084 crossref_primary_10_1287_ijoc_2022_1179 crossref_primary_10_1007_s11432_020_2871_2 crossref_primary_10_1109_JLT_2017_2743461 crossref_primary_10_1109_TNET_2022_3213970 crossref_primary_10_1364_JOCN_10_00A144 crossref_primary_10_1109_JLT_2013_2290842 crossref_primary_10_1109_TNET_2011_2138717 crossref_primary_10_1016_j_comnet_2014_11_015 crossref_primary_10_1364_JOCN_9_000053 crossref_primary_10_1109_JLT_2011_2125777 |
Cites_doi | 10.1109/TNET.2003.810321 10.1109/ICBN.2005.1589598 10.1109/ONDM.2005.1427024 10.1109/50.793740 10.1109/JSAC.2004.829646 10.1109/GLOCOM.2007.433 10.1109/INFCOM.2009.5062073 10.1109/GLOCOM.2008.ECP.510 10.1002/0471221147 10.1109/JLT.2005.843520 10.1109/26.153361 10.1109/INFCOM.1995.515906 10.1109/JLT.2005.862472 10.1016/j.optcom.2006.09.063 10.1109/49.510913 10.1109/MCOM.2004.1321386 |
ContentType | Journal Article |
Copyright | Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Oct 2010 |
Copyright_xml | – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Oct 2010 |
DBID | 97E RIA RIE AAYXX CITATION 7SC 7SP 8FD JQ2 L7M L~C L~D F28 FR3 |
DOI | 10.1109/TNET.2010.2044585 |
DatabaseName | IEEE All-Society Periodicals Package (ASPP) 2005–Present IEEE All-Society Periodicals Package (ASPP) 1998–Present IEEE Electronic Library (IEL) CrossRef Computer and Information Systems Abstracts Electronics & Communications Abstracts Technology Research Database ProQuest Computer Science Collection Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional ANTE: Abstracts in New Technology & Engineering Engineering Research Database |
DatabaseTitle | CrossRef Technology Research Database Computer and Information Systems Abstracts – Academic Electronics & Communications Abstracts ProQuest Computer Science Collection Computer and Information Systems Abstracts Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Professional Engineering Research Database ANTE: Abstracts in New Technology & Engineering |
DatabaseTitleList | Technology Research Database Technology Research Database |
Database_xml | – sequence: 1 dbid: RIE name: IEEE Electronic Library (IEL) url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/ sourceTypes: Publisher |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Engineering |
EISSN | 1558-2566 |
EndPage | 1570 |
ExternalDocumentID | 2724061541 10_1109_TNET_2010_2044585 5458043 |
Genre | orig-research |
GroupedDBID | -DZ -~X .DC 0R~ 29I 4.4 5GY 5VS 6IK 85S 8US 97E 9M8 AAJGR AAKMM AALFJ AARMG AASAJ AAWTH AAWTV ABAZT ABPPZ ABQJQ ABVLG ACGFS ACGOD ACIWK ACM ADBCU ADL AEBYY AEFXT AEJOY AENSD AETEA AETIX AFWIH AFWXC AGQYO AGSQL AHBIQ AI. AIBXA AIKLT AKJIK AKQYR AKRVB ALLEH ALMA_UNASSIGNED_HOLDINGS ATWAV BDXCO BEFXN BFFAM BGNUA BKEBE BPEOZ CCLIF CS3 D0L EBS EJD FEDTE GUFHI HF~ HGAVV HZ~ H~9 I07 ICLAB IEDLZ IES IFIPE IFJZH IPLJI JAVBF LAI LHSKQ M43 MVM O9- OCL P1C P2P PQQKQ RIA RIE RNS ROL TN5 UPT UQL VH1 XOL YR2 ZCA AAYOK AAYXX CITATION RIG 7SC 7SP 8FD JQ2 L7M L~C L~D F28 FR3 |
ID | FETCH-LOGICAL-c326t-dbbc0da028ae323a27d05be7a6413deae840bf15a0387c1312c93e9147f3f7483 |
IEDL.DBID | RIE |
ISSN | 1063-6692 |
IngestDate | Fri Jul 11 09:23:41 EDT 2025 Mon Jun 30 05:20:12 EDT 2025 Tue Jul 01 01:49:14 EDT 2025 Thu Apr 24 23:05:31 EDT 2025 Tue Aug 26 17:14:15 EDT 2025 |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 5 |
Language | English |
License | https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c326t-dbbc0da028ae323a27d05be7a6413deae840bf15a0387c1312c93e9147f3f7483 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 ObjectType-Article-2 ObjectType-Feature-1 content type line 23 |
PQID | 1030143584 |
PQPubID | 32020 |
PageCount | 14 |
ParticipantIDs | proquest_journals_1030143584 crossref_citationtrail_10_1109_TNET_2010_2044585 crossref_primary_10_1109_TNET_2010_2044585 ieee_primary_5458043 proquest_miscellaneous_1365157312 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | 2010-Oct. 2010-10-00 20101001 |
PublicationDateYYYYMMDD | 2010-10-01 |
PublicationDate_xml | – month: 10 year: 2010 text: 2010-Oct. |
PublicationDecade | 2010 |
PublicationPlace | New York |
PublicationPlace_xml | – name: New York |
PublicationTitle | IEEE/ACM transactions on networking |
PublicationTitleAbbrev | TNET |
PublicationYear | 2010 |
Publisher | IEEE The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Publisher_xml | – name: IEEE – name: The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
References | ref13 ramaswami (ref2) 2001 ref12 ref15 stern (ref1) 1999 ref14 ref11 ref10 bertsekas (ref25) 1992 ref17 ref19 ref18 deng (ref16) 2004 markidis (ref20) 2007 zang (ref5) 2000; 1 papadimitriou (ref9) 1998 (ref24) 0 ref22 ref21 ref8 ref7 ref4 ref3 ref6 (ref23) 0 |
References_xml | – ident: ref6 doi: 10.1109/TNET.2003.810321 – year: 1992 ident: ref25 publication-title: Data Networks – year: 2001 ident: ref2 publication-title: Optical Networks A Practical Perspective – ident: ref21 doi: 10.1109/ICBN.2005.1589598 – ident: ref15 doi: 10.1109/ONDM.2005.1427024 – start-page: 140 year: 2004 ident: ref16 article-title: Crosstalk-aware wavelength assignment in dynamic wavelength-routed optical networks publication-title: Proc BROADNETS – ident: ref13 doi: 10.1109/50.793740 – ident: ref12 doi: 10.1109/JSAC.2004.829646 – ident: ref18 doi: 10.1109/GLOCOM.2007.433 – ident: ref8 doi: 10.1109/INFCOM.2009.5062073 – ident: ref7 doi: 10.1109/GLOCOM.2008.ECP.510 – year: 0 ident: ref24 publication-title: LINDO – start-page: 48 year: 2007 ident: ref20 article-title: Impairment aware based routing and wavelength assignment in transparent long haulnetworks publication-title: Proc ONDM – volume: 1 start-page: 47 year: 2000 ident: ref5 article-title: a review of routing and wavelength assignment approaches for wavelength-routed optical wdm networks publication-title: Opt Netw Mag – ident: ref3 doi: 10.1002/0471221147 – ident: ref14 doi: 10.1109/JLT.2005.843520 – ident: ref4 doi: 10.1109/26.153361 – year: 1999 ident: ref1 publication-title: Multiwavelength Optical Networks A Layered Approach – ident: ref10 doi: 10.1109/INFCOM.1995.515906 – ident: ref22 doi: 10.1109/JLT.2005.862472 – ident: ref17 doi: 10.1016/j.optcom.2006.09.063 – ident: ref11 doi: 10.1109/49.510913 – year: 1998 ident: ref9 publication-title: Combinatorial Optimization Algorithms and Complexity – ident: ref19 doi: 10.1109/MCOM.2004.1321386 – year: 0 ident: ref23 publication-title: Dynamic impairment constraint network for transparent mesh optical networks |
SSID | ssj0013026 |
Score | 2.233261 |
Snippet | We consider the offline version of the routing and wavelength assignment (RWA) problem in transparent all-optical networks. In such networks and in the absence... |
SourceID | proquest crossref ieee |
SourceType | Aggregation Database Enrichment Source Index Database Publisher |
StartPage | 1557 |
SubjectTerms | Acceptability Algorithms All-optical networks Computer networks Cross-layer optimization Impairment Interference LP-relaxation Networks offline or static traffic Optical fiber communication Optical fiber networks Physical layer physical layer impairments quality of transmission Routing (telecommunications) routing and wavelength assignment (RWA) Studies Telecommunication traffic Traffic control transparent all-optical networks Wavelength assignment Wavelength division multiplexing wavelength routed WDM networks Wavelength routing Wavelengths WDM networks |
Title | Offline Routing and Wavelength Assignment in Transparent WDM Networks |
URI | https://ieeexplore.ieee.org/document/5458043 https://www.proquest.com/docview/1030143584 https://www.proquest.com/docview/1365157312 |
Volume | 18 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1LT8MwDLaAExx4I8ZLQeKE6JYmaUuPCIYQ0sZlE7tVaeICAnUIugu_HiftxlOIW9U4aWonjV1_tgGONMdTjAoZRLmUgcoTEejE8kBoEwtjIyOtR1v046uhuh5Fozk4mcXCIKIHn2HbXXpfvh2biftV1nFOHq7kPMyT4VbHan14DLgvrUYWjgziOBWNBzPkaWfQ7w5qEJfgioaIvpxBvqjKjy-xP14uV6A3nViNKnlsT6q8bd6-5Wz878xXYbnRM9lZvTDWYA7LdVj6lH1wA7o3ReGUTOZQQXSH6dKyW-0qUZR31T0jyT3cebAAeyhZnQXdhY5V7Paix_o1fvx1E4aX3cH5VdBUVQgMqWpVYPPccKtJr9AohdSCRBPlmOiYzjOLGsnky4sw0s6xbUIZCpNKTEOVFLJI1KncgoVyXOI2ME3tobaSmxiVtiqNLXVBgYmlpyjZAj7lc2aalOOu8sVT5k0PnmZONJkTTdaIpgXHsy7Pdb6Nv4g3HKtnhA2XW7A3FWbW7MjXLPTGoyR9qwWHs2baS85BokscT4hGusLwCb3yzu8j78KiRw94MN8eLFQvE9wnpaTKD_xqfAdL891t |
linkProvider | IEEE |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwzV3NTtwwEB5ROLQ9AC1FLH91pfZSKYtjOwk5cECwaCmwvSyCW-rYE0CtshWbFYJn4VV4N8ZOdqEU9YbUWxT_eybjmcznGYDPmuMmRoUMolzKQOWJCHRieSC0iYWxkZHWoy16cfdYfTuNTqfgdnIXBhE9-Azb7tH78u3AjNyvsg3n5OFqnKr6AK-vyEAbbu3vEjW_CLHX6e90gyaHQGBIMakCm-eGW02nqEYppBY0kSjHRMckvS1qJAMnL8JIOzeuCWUoTCoxDVVSyCJRm5L6fQUzNHIk6tthDz4K7pO5kU0lgzhOReMzDXm60e91-jVsTHBFk47-OPV8Gpe_ZL8_0Pbm4G68FTWO5Wd7VOVtc_MkSuT_ulfzMNto0my7Zv13MIXle3j7KL7iAnS-F4VTo5nDPdEbpkvLTrTLtVGeVeeMePPizMMh2EXJ6jjv7nJcxU52j1ivRsgPP8Dxi6xjEabLQYlLwDSVh9pKbmJU2qo0ttQEBSaWRlGyBXxM18w0QdVdbo9fmTeueJo5VsgcK2QNK7Tg66TJ7zqiyL8qLzjSTio2VG3B6ph5skbmDLPQm8eSNMoWfJoUk7RwLiBd4mBEdWRMCmxCS15-vueP8LrbPzrMDvd7ByvwxmMlPHRxFaaryxGukQpW5ev-S2Dw46XZ6R7bcDrg |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Offline+Routing+and+Wavelength+Assignment+in+Transparent+WDM+Networks&rft.jtitle=IEEE%2FACM+transactions+on+networking&rft.au=Christodoulopoulos%2C+Konstantinos&rft.au=Manousakis%2C+Konstantinos&rft.au=Varvarigos%2C+Emmanouel&rft.date=2010-10-01&rft.pub=IEEE&rft.issn=1063-6692&rft.volume=18&rft.issue=5&rft.spage=1557&rft.epage=1570&rft_id=info:doi/10.1109%2FTNET.2010.2044585&rft.externalDocID=5458043 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1063-6692&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1063-6692&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1063-6692&client=summon |