Online Resource Allocation with Limited Flexibility
Published Online:5 Sep 2019https://doi.org/10.1287/mnsc.2018.3220
References
- (2015) Making better fulfillment decisions on the fly in an online retail environment. Manufacturing Service Oper. Management 17(1):34–51.Link, Google Scholar
- (2014) A dynamic near-optimal algorithm for online linear programming. Oper. Res. 62(4):876–890.Link, Google Scholar
- Amazon.com, Inc. (2018) Form 10-K for 2017. U.S. Securities and Exchange Commission, Washington, DC. Accessed February 2, 2018, http://phx.corporate-ir.net/phoenix.zhtml?c=97664&p=irol-sec&control_selectgroup=Annual%20Filings.Google Scholar
- (1997) On-line routing of virtual circuits with applications to load balancing and machine scheduling. J. ACM 44(3):486–504.Crossref, Google Scholar
- (1999) Balanced allocations. SIAM J. Comput. 29(1):180–200.Crossref, Google Scholar
- (2016) Online advance admission scheduling for services, with customer preferences. Working paper, Alibaba's DAMO Academy, Hangzhou, China.Google Scholar
- (2010) Optimal flexibility configurations in newsvendor networks: Going beyond chaining and pairing. Management Sci. 56(8):1285–1303.Link, Google Scholar
- (1999) Robust solutions of uncertain linear programs. Oper. Res. Lett. 25(1):1–13.Crossref, Google Scholar
- (2006) Balanced allocations: The heavily loaded case. SIAM J. Comput. 35(6):1350–1385.Crossref, Google Scholar
- (2003) Simple load balancing for distributed hash tables. , eds. Peer-to-Peer Systems II—PTPS 2003, Lecture Notes in Computer Science, vol. 2735 (Springer, Berlin, Heidelberg), 80–87.Crossref, Google Scholar
- (2008) Substitution and variety: Group power in negotiation. Unpublished doctoral dissertation, University of Southern California, Los Angeles. Available at http://digitallibrary.usc.edu/cdm/ref/collection/p15799coll127/id/144742.Google Scholar
- (2015) Optimal sparse designs for process flexibility via probabilistic expanders. Oper. Res. 63(5):1159–1176.Link, Google Scholar
- (2014) On the performance of sparse process structures in partial postponement production systems. Oper. Res. 62(2):348–365.Link, Google Scholar
- (2010) Design for process flexibility: Efficiency of the long chain and sparse structure. Oper. Res. 58(1):43–58.Link, Google Scholar
- (2011) Process flexibility revisited: The graph expander and its applications. Oper. Res. 59(5):1090–1105.Link, Google Scholar
- . 2016. Sparse process flexibility designs: Is long chain really optimal? Oper. Res. 64(2):416–431.Link, Google Scholar
- (2003) Process flexibility in supply chains. Management Sci. 49(7):907–919.Link, Google Scholar
- (2004) Modeling and analysis of flexible queueing systems. Naval Res. Logist. 51(5):755–782.Crossref, Google Scholar
- (2007) Call-center labor cross-training: It’s a small world after all. Management Sci. 53(7):1102–1112.Link, Google Scholar
- (2015) An LP-based correlated rounding scheme for multi-item ecommerce order fulfillment. Oper. Res. 63(6):1336–1351.Link, Google Scholar
- (1995) Principles on the benefits of manufacturing process flexibility. Management Sci. 41(4):577–594.Link, Google Scholar
- (2000) An optimal deterministic algorithm for online b-matching. Theoret. Comput. Sci. 233(1):319–325.Crossref, Google Scholar
- (1975) Access and alignment of data in an array processor. IEEE Trans. Comput. C-24(12):1145–1155.Crossref, Google Scholar
- (2001) Bounds on average delays and queue size averages and variances in input-queued cell-based switches. Proc. IEEE INFOCOM 2001 Conf. Comput. Comm. 20th Annual Joint Conf., vol. 2 (Institute of Electrical and Electronics Engineers, New York), 1095–1103.Crossref, Google Scholar
- (2001) On-demand multipath distance vector routing in ad hoc networks. Proc. IEEE Internat. Conf. Network Protocols (ICNP) (Institute of Electrical and Electronics Engineers, New York), 14–23.Crossref, Google Scholar
- (2013) Online matching and ad allocation. Foundations Trends Theoret. Comput. Sci. 8(4):265–368.Crossref, Google Scholar
- (2007) Adwords and generalized online matching. J. ACM 54(5):22.1–22.19.Crossref, Google Scholar
- (2012) Simultaneous approximations for adversarial and stochastic online budgeted allocation. Proc. 23rd Annual ACM-SIAM Sympos. Discrete Algorithms. SODA ’12, (Society for Industrial and Applied Mathematics, Philadelphia), 1690–1701.Crossref, Google Scholar
- (2001) The power of two choices in randomized load balancing. IEEE Trans. Parallel Distributed Systems 12(10):1094–1104.Crossref, Google Scholar
- (2010) Stochastic network optimization with application to communication and queueing systems. Synthesis Lectures Comm. Networks 3(1):1–211.Crossref, Google Scholar
- (2005) Dynamic power allocation and routing for time-varying wireless networks. IEEE J. Selected Areas Comm. 23(1):89–103.Crossref, Google Scholar
- (2000) On the impact of alternate path routing for load balancing in mobile ad hoc networks. Proc. First ACM Internat. Sympos. Mobile Ad Hoc Networking & Comput. MobiHoc ’00 (Institute of Electrical and Electronics Engineers Press, New York), 3–10.Crossref, Google Scholar
- (2015) Graphical balanced allocations and the (1 + β)-choice process. Random Structures Algorithms 47(4):760–775.Crossref, Google Scholar
- (2019) Process flexibility for multi-period production systems. Oper. Res. Forthcoming.Link, Google Scholar
- (2012) Understanding the performance of the long chain and sparse designs in process flexibility. Oper. Res. 60(5):1125–1141.Link, Google Scholar
- (1985) Amortized efficiency of list update and paging rules. Comm. ACM 28(2):202–208.Crossref, Google Scholar
- (2018) Advance service reservations with heterogeneous customers. Working paper, Columbia University, New York.Google Scholar
- (1992) Stability properties of constrained queueing systems and scheduling policies for maximum throughput in multihop radio networks. IEEE Trans. Automatic Control 37(12):1936–1948.Crossref, Google Scholar
- (1993) Dynamic server allocation to parallel queues with randomly varying connectivity. IEEE Trans. Inform. Theory 39(2):466–478.Crossref, Google Scholar
- (2013) Queueing system topologies with limited flexibility. Proc. ACM Sigmetrics (ACM, New York), 167–178.Google Scholar
- (1997) A neuro-dynamic programming approach to retailer inventory management. Proc. 36th IEEE Conf. Decision Control, vol. 4 (Institute of Electrical and Electronics Engineers, New York), 4052–4057.Crossref, Google Scholar
- (2005) A staffing algorithm for call centers with skill-based routing. Manufacturing Service Oper. Management 7(4):276–294.Link, Google Scholar
- (2015) Process flexibility: A distribution-free bound on the performance of k-chain. Oper. Res. 63(3):555–571.Link, Google Scholar

