assignment constraints;
heterogeneity;
parallel-server systems;
load balancing;
redundancy scheduling;
heavy-traffic limit;
state space collapse;
resource pooling;
STATE-SPACE COLLAPSE;
ASYMPTOTIC OPTIMALITY;
PARALLEL SERVERS;
D CHOICES;
STABILITY;
POWER;
NETWORKS;
REQUESTS;
POLICIES;
QUEUE;
D O I:
10.1287/opre.2022.2385
中图分类号:
C93 [管理学];
学科分类号:
12 ;
1201 ;
1202 ;
120202 ;
摘要:
Service systems often face task-server assignment constraints because of skill based routing or geographical conditions. Redundancy scheduling responds to this limited flexibility by replicating tasks to specific servers in agreement with these assignment constraints. We gain insight from product-form stationary distributions and weak local stability conditions to establish a state space collapse in heavy traffic. In this limiting regime, the parallel-server system with redundancy scheduling operates as a multiclass single-server system, achieving full resource pooling and exhibiting strong insensitivity to the underlying assignment constraints. In particular, the performance of a fully flexible (unconstrained) system can be matched even with rather strict assignment constraints.
机构:
Department of Industrial Engineering and Operations Research, University of California, Berkeley, Berkeley, CADepartment of Industrial Engineering and Operations Research, University of California, Berkeley, Berkeley, CA
Xie R.
Grosof I.
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机构:
Carnegie Mellon University, Computer Science Department, Pittsburgh, PA
Georgia Institute of Technology, School of Industrial and Systems Engineering, Atlanta, GADepartment of Industrial Engineering and Operations Research, University of California, Berkeley, Berkeley, CA
Grosof I.
Scully Z.
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机构:
School of Operations Research and Information Engineering, Cornell University, Ithaca, NYDepartment of Industrial Engineering and Operations Research, University of California, Berkeley, Berkeley, CA
机构:
London Metropolitan Univ, STORM Res Ctr, 166-200 Holloway Rd, London N78 DB, EnglandLondon Metropolitan Univ, STORM Res Ctr, 166-200 Holloway Rd, London N78 DB, England
Atkinson, J. B.
Kovalenko, I. N.
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机构:
Natl Acad Sci Ukraine, VM Glushkov Inst Cybernet, Kiev, UkraineLondon Metropolitan Univ, STORM Res Ctr, 166-200 Holloway Rd, London N78 DB, England
机构:
Georgia Inst Technol, H Milton Stewart Sch Ind & Syst Engn, Atlanta, GA 30332 USAGeorgia Inst Technol, H Milton Stewart Sch Ind & Syst Engn, Atlanta, GA 30332 USA
Dai, J. G.
Tezcan, Tolga
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机构:
Univ Illinois, Urbana, IL 61801 USAGeorgia Inst Technol, H Milton Stewart Sch Ind & Syst Engn, Atlanta, GA 30332 USA
机构:
STORM Research Centre, London Metropolitan University, London N 78 DBSTORM Research Centre, London Metropolitan University, London N 78 DB
Atkinson J.B.
Kovalenko I.N.
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机构:
V. M. Glushkov Institute of Cybernetics, National Academy of Sciences of Ukraine, KyivSTORM Research Centre, London Metropolitan University, London N 78 DB