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Approximation and Online Algorithms: 11th International Workshop, WAOA 2013, Sophia Antipolis, France, September 5-6, 2013, Revised Selected Papers PDF

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Christos Kaklamanis Kirk Pruhs (Eds.) 7 4 Approximation 4 8 S C and Online Algorithms N L 11th International Workshop, WAOA 2013 Sophia Antipolis, France, September 5–6, 2013 Revised Selected Papers 123 Lecture Notes in Computer Science 8447 CommencedPublicationin1973 FoundingandFormerSeriesEditors: GerhardGoos,JurisHartmanis,andJanvanLeeuwen EditorialBoard DavidHutchison LancasterUniversity,UK TakeoKanade CarnegieMellonUniversity,Pittsburgh,PA,USA JosefKittler UniversityofSurrey,Guildford,UK JonM.Kleinberg CornellUniversity,Ithaca,NY,USA AlfredKobsa UniversityofCalifornia,Irvine,CA,USA FriedemannMattern ETHZurich,Switzerland JohnC.Mitchell StanfordUniversity,CA,USA MoniNaor WeizmannInstituteofScience,Rehovot,Israel OscarNierstrasz UniversityofBern,Switzerland C.PanduRangan IndianInstituteofTechnology,Madras,India BernhardSteffen TUDortmundUniversity,Germany DemetriTerzopoulos UniversityofCalifornia,LosAngeles,CA,USA DougTygar UniversityofCalifornia,Berkeley,CA,USA GerhardWeikum MaxPlanckInstituteforInformatics,Saarbruecken,Germany Christos Kaklamanis Kirk Pruhs (Eds.) Approximation and Online Algorithms 11th International Workshop, WAOA 2013 Sophia Antipolis, France, September 5-6, 2013 Revised Selected Papers 1 3 VolumeEditors ChristosKaklamanis UniversityofPatras ComputerTechnologyInstitute andPress“Diophantus” 26504Rio,Greece E-mail:[email protected] KirkPruhs UniversityofPittsburgh 210SouthBouquetStreet Pittsburgh,PA15260,USA E-mail:[email protected] ISSN0302-9743 e-ISSN1611-3349 ISBN978-3-319-08000-0 e-ISBN978-3-319-08001-7 DOI10.1007/978-3-319-08001-7 SpringerChamHeidelbergNewYorkDordrechtLondon LibraryofCongressControlNumber:2014940940 LNCSSublibrary:SL1–TheoreticalComputerScienceandGeneralIssues ©SpringerInternationalPublishingSwitzerland2014 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartof thematerialisconcerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,recitation, broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,andtransmissionorinformation storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodology nowknownorhereafterdeveloped.Exemptedfromthislegalreservationarebriefexcerptsinconnection withreviewsorscholarlyanalysisormaterialsuppliedspecificallyforthepurposeofbeingenteredand executedonacomputersystem,forexclusiveusebythepurchaserofthework.Duplicationofthispublication orpartsthereofispermittedonlyundertheprovisionsoftheCopyrightLawofthePublisher’slocation, inistcurrentversion,andpermissionforusemustalwaysbeobtainedfromSpringer.Permissionsforuse maybeobtainedthroughRightsLinkattheCopyrightClearanceCenter.Violationsareliabletoprosecution undertherespectiveCopyrightLaw. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Whiletheadviceandinformationinthisbookarebelievedtobetrueandaccurateatthedateofpublication, neithertheauthorsnortheeditorsnorthepublishercanacceptanylegalresponsibilityforanyerrorsor omissionsthatmaybemade.Thepublishermakesnowarranty,expressorimplied,withrespecttothe materialcontainedherein. Typesetting:Camera-readybyauthor,dataconversionbyScientificPublishingServices,Chennai,India Printedonacid-freepaper SpringerispartofSpringerScience+BusinessMedia(www.springer.com) Preface The 11th Workshop on Approximation and Online Algorithms (WAOA 2013) focusedonthe designandanalysisofalgorithmsfor online andcomputationally hardproblems.Both kinds ofproblems havea largenumber ofapplications ina wide variety of fields. WAOA 2013 took place in Sophia Antipolis, France, dur- ing September 5–6,2013.The workshopwas part of the ALGO 2013event that alsohostedESA,WABI,IPEC,ALGOSENSORS,MASSIVE,andATMOS.The previous WAOA workshops were held in Budapest (2003), Rome (2004), Palma de Mallorca (2005), Zurich (2006), Eilat (2007), Karlsruhe (2008), Copenhagen (2009), Liverpool (2010), Saarbru¨cken (2011), and Leicester (2012). The pro- ceedings of these previous WAOA workshops have appeared as LNCS volumes 2909, 3351, 3879, 4368, 4927, 5426, 5893, 6534, 7164, and 7846, respectively. TopicsofinterestforWAOA2013were:algorithmicgametheory,algorithmic trading,coloringandpartitioning,competitiveanalysis,computationaladvertis- ing, computational finance, cuts and connectivity, geometric problems, graph algorithms, inapproximability results, mechanism design, natural algorithms, network design, packing and covering, paradigms for the design and analysis of approximation and online algorithms, parameterized complexity, real-world applications, and scheduling problems. In response to the call for papers, we received 33 submissions. Each submission was reviewed by at least three refer- ees. The submissions were mainly judged on originality, technical quality, and relevance to the topics of the conference. Based on the reviews, the Program Committee selected 14 papers. This volume contains final revised versions of these papers. We wouldalsoliketo thank all the authorswho submitted papersto WAOA 2013 as well as Ola Svensson, who gave an invited talk on “New Approaches forApproximatingTSP.”Furthermore,wearegratefultothelocalorganizersof ALGO 2013: Fr´ed´eric Cazals, Agn`es Cortell, David Coudert, Olivier Devillers, Joanna Moulierac, and Monique Teillaud (Chair). March 2014 Christos Kaklamanis Kirk Pruhs Organization Program Co-chairs Christos Kaklamanis University of Patras and CTI, Greece Kirk Pruhs University of Pittsburgh, USA Program Committee Vincenzo Bonifaci IASI-CNR, Italy Niv Buchbinder Tel Aviv University, Israel Matthias Englert University of Warwick, UK Leah Epstein University of Haifa, Israel Bruno Escoffier Universit´e Paris Dauphine, France Dimitris Fotakis National Technical University of Athens, Greece Fabrizio Grandoni University of Lugano, Switzerland Anupam Gupta Carnegie Mellon University, USA L(cid:3) ukasz Jez˙ University of Wroc(cid:3)law, Poland Sungjin Im Duke University, USA Christos Kaklamanis (Co-chair) University of Patras and CTI, Greece Bodo Manthey University of Twente, The Netherlands Luca Moscardelli University of Chieti-Pescara, Italy Benjamin Moseley ToyotaTechnologicalInstituteatChicago,USA Viswanath Nagarajan IBM Research, USA Debmalya Panigrahi Duke University, USA Kirk Pruhs (Co-chair) University of Pittsburgh, USA Adi Rosen CNRS and Universit´e Paris Diderot, France Anastasios Sidiropoulos UIUC, USA Rene Sitters VrijeUniversiteitAmsterdam,TheNetherlands Kavitha Telikepalli Tata Institute of Fundamental Research, India Kasturi Varadarajan University of Iowa, USA Additional Reviewers Marek Adamczyk Paul Bonsma Haris Angelidakis Denise Duma Marcin Bienkowski Alina Ene VIII Organization Andreas Galanis Jerome Monnot Laurent Gourves Katarzyna Paluch Csanad Imreh Dror Rawitz Nikos Karanikolas Marc Renault Robert Kleinberg Bartosz Rybicki Maria Kyropoulou Alejandro Salinger Asaf Levin Florian Sikora Nutan Limaye Aravindan Vijayaraghavan George Mertzios Table of Contents Min-Sum 2-Paths Problems ....................................... 1 Trevor Fenner, Oded Lachish, and Alexandru Popa Low Dimensional Embeddings of Doubling Metrics ................... 12 Ofer Neiman Degree-Constrained Graph Orientation: Maximum Satisfaction and Minimum Violation .............................................. 24 Yuichi Asahiro, Jesper Jansson, Eiji Miyano, and Hirotaka Ono On the max min vertex cover Problem .......................... 37 Nicolas Boria, Federico Della Croce, and Vangelis Th. Paschos On Fixed Cost k-Flow Problems ................................... 49 MohammadTaghi Hajiaghayi, Rohit Khandekar, Guy Kortsarz, and Zeev Nutov Approximating the Quadratic Knapsack Problem on Special Graph Classes ......................................................... 61 Ulrich Pferschy and Joachim Schauer Approximating the Sparsest k-Subgraph in Chordal Graphs ........... 73 R´emi Watrigant, Marin Bougeret, and Rodolphe Giroudeau Improved Approximation Algorithm for k-Level UFL with Penalties, a Simplistic View on Randomizing the Scaling Parameter ............. 85 Jaroslaw Byrka, Shanfei Li, and Bartosz Rybicki Inapproximability Results for Graph Convexity Parameters............ 97 Erika M.M. Coelho, Mitre C. Dourado, and Rudini M. Sampaio Continuum Armed Bandit Problem of Few Variables in High Dimensions...................................................... 108 Hemant Tyagi and Bernd Ga¨rtner Approximability of Connected Factors .............................. 120 Kamiel Cornelissen, Ruben Hoeksma, Bodo Manthey, N.S. Narayanaswamy, and C.S. Rahul Reordering Buffer Management with Advice......................... 132 Anna Adamaszek, Marc P. Renault, Adi Ros´en, and Rob van Stee X Table of Contents Online Knapsack Revisited........................................ 144 Marek Cygan and L(cid:2) ukasz Jez˙ Counting Approximately-Shortest Paths in Directed Acyclic Graphs.... 156 Matu´ˇs Mihal´ak, Rastislav Sˇra´mek, and Peter Widmayer Author Index.................................................. 169 Min-Sum 2-Paths Problems TrevorFenner1,OdedLachish1,andAlexandruPopa2 1 Birkbeck,UniversityofLondon,London,UK {trevor,oded}@dcs.bbk.ac.uk 2 FacultyofInformatics,MasarykUniversity,Brno,CzechRepublic [email protected] Abstract. AnorientationofanundirectedgraphGisadirectedgraphobtained byreplacingeachedge{u,v}ofGbyexactlyoneofthearcs(u,v)or(v,u).In themin-sumk-pathsorientationproblem,theinputisanundirectedgraphGand orderedpairs(si,ti),wherei∈{1,2,...,k}.Thegoalistofindanorientation ofGthatminimizesthesumovereveryi∈{1,2,...,k}ofthedistancefromsi toti. Inthemin-sumkedge-disjointpathsproblemtheinputisthesame,however thegoal istofindforeveryi ∈ {1,2,...,k}apathbetweensi andti sothat thesepathsareedge-disjointandthesumoftheirlengthsisminimum.Notethat, for every fixed k ≥ 2, the question of NP-hardness for the min-sum k-paths orientation problem and themin-sum k edge-disjoint paths problem havebeen open for more than two decades. We study the complexity of these problems whenk=2. WeexhibitaPTASforthemin-sum2-pathsorientationproblem.Aby-product ofthisPTASisareductionfromthemin-sum2-pathsorientationproblemtothe min-sum2edge-disjoint pathsproblem. Theimplicationsofthisreduction are: (i)anNP-hardnessproofforthemin-sum2-pathsorientationproblemyieldsan NP-hardnessproof forthemin-sum2edge-disjointpathsproblem,and(ii)any approximationalgorithmforthemin-sum2edge-disjointpathsproblemcanbe usedtoconstructanapproximationalgorithmforthemin-sum2-pathsorientation problemwiththesameapproximationguaranteeandonlyanadditivepolynomial increaseintherunningtime. 1 Introduction Incommunications,Multihomingisthe processofcommunicatingthroughmorethan one connection. The goal is to increase communication reliability. Now imagine that eachconnectionmustbemadebetweentwodistinctentities,forexample,ifacustomer hasnumerousinternetproviders,eachwithadistinctentrypointthatrequiresaconnec- tiontoadistinctend-point,see[1,8].Thisisthecasewedealwithhere. Inordertooptimizereliabilitywhenusingmultipleconnectionsanaturalgoalisthat thechannelsaredisjoint.Wemodeltheproblemofdeterminingwhethersuchchannels existwiththek edge-disjointpathsproblem,wheretheinputisaninstanceconsisting ofagraphandpairsofvertices{s ,t },wherei∈{1,2,...,k},andthegoalistofind i i kedge-disjointpathsbetweenthekpairs{s ,t }.RobertsonandSeymourprovedin[7] i i that,forfixedk,thisproblemisinP. C.KaklamanisandK.Pruhs(Eds.):WAOA2013,LNCS8447,pp.1–11,2014. (cid:2)c SpringerInternationalPublishingSwitzerland2014

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This book constitutes the thoroughly refereed workshop proceedings of the 11th International Workshop on Approximation and Online Algorithms, WAOA 2013, held in Sophia Antipolis, France, in September 2013 as part of the ALGO 2013 conference event. The 14 revised full papers presented were carefully
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