Improved approximation algorithms for unsplittable flow on a path with time windows

Fabrizio Grandoni, Salvatore Ingala, Sumedha Uniyal*

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

7 Citations (Scopus)

Abstract

In the well-studied Unsplittable Flow on a Path problem (UFP), we are given a path graph with edge capacities. Furthermore, we are given a collection of n tasks, each one characterized by a subpath, a weight, and a demand. Our goal is to select a maximum weight subset of tasks so that the total demand of selected tasks using each edge is upper bounded by the corresponding capacity. Chakaravarthy et al. [ESA’14] studied a generalization of UFP, bagUFP, where tasks are partitioned into bags, and we can select at most one task per bag. Intuitively, bags model jobs that can be executed at different times (with different duration, weight, and demand). They gave a O(log n) approximation for bagUFP. This is also the best known ratio in the case of uniform weights. In this paper we achieve the following main results: •We present an LP-based O(log n/ log log n) approximation for bagUFP. We remark that, prior to our work, the best known integrality gap (for a non-extended formulation) was O(log n) even in the special case of UFP [Chekuri et al., APPROX’09]. • We present an LP-based O(1) approximation for uniform-weight bagUFP. This also generalizes the integrality gap bound for uniformweight UFP by Anagnostopoulos et al. [IPCO’13]. •We consider a relevant special case of bagUFP, twUFP, where tasks in a bag model the possible ways in which we can schedule a job with a given processing time within a given time window. We present a QPTAS for twUFP with quasi-polynomial demands and under the Bounded Time- Window Assumption, i.e. assuming that the time window size of each job is within a constant factor from its processing time. This generalizes the QPTAS for UFP by Bansal et al. [STOC’06].

Original languageEnglish
Title of host publicationApproximation and Online Algorithms - 13th International Workshop, WAOA 2015, Revised Selected Papers
EditorsMartin Skutella, Laura Sanità
Pages13-24
Number of pages12
DOIs
Publication statusPublished - 2015
MoE publication typeA4 Article in a conference publication
EventWorkshop on Approximation and Online Algorithms - Patras, Greece
Duration: 17 Sep 201518 Sep 2015
Conference number: 13

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
PublisherSpringer
Volume9499
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

ConferenceWorkshop on Approximation and Online Algorithms
Abbreviated titleWAOA
CountryGreece
CityPatras
Period17/09/201518/09/2015

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