Dynamic Resource Allocation and Pricing: A Randomized Auction Perspective

[1]  Amar Phanishayee,et al.  Safe and effective fine-grained TCP retransmissions for datacenter communication , 2009, SIGCOMM '09.

[2]  Baochun Li,et al.  Reducing electricity demand charge for data centers with partial execution , 2013, e-Energy.

[3]  Anand Sivasubramaniam,et al.  Optimal power cost management using stored energy in data centers , 2011, SIGMETRICS.

[4]  Leigh Tesfatsion,et al.  Auction basics for wholesale power markets: Objectives and pricing rules , 2009, 2009 IEEE Power & Energy Society General Meeting.

[5]  Hai Jin,et al.  When smart grid meets geo-distributed cloud: An auction approach to datacenter demand response , 2015, 2015 IEEE Conference on Computer Communications (INFOCOM).

[6]  Girish Ghatikar,et al.  Demand Response Opportunities and Enabling Technologies for Data Centers: Findings From Field Studies , 2012 .

[7]  Adam Wierman,et al.  Opportunities and challenges for data center demand response , 2014, International Green Computing Conference.

[8]  Noam Nisan,et al.  Algorithmic Mechanism Design , 2001, Games Econ. Behav..

[9]  Zongpeng Li,et al.  Designing Truthful Spectrum Auctions for Multi-hop Secondary Networks , 2015, IEEE Transactions on Mobile Computing.

[10]  Bruce M. Maggs,et al.  Cutting the electric bill for internet-scale systems , 2009, SIGCOMM '09.

[11]  L. Lovász,et al.  Geometric Algorithms and Combinatorial Optimization , 1981 .

[12]  Baochun Li,et al.  Temperature Aware Workload Managementin Geo-Distributed Data Centers , 2013, IEEE Transactions on Parallel and Distributed Systems.

[13]  Yang Li,et al.  Towards dynamic pricing-based collaborative optimizations for green data centers , 2013, 2013 IEEE 29th International Conference on Data Engineering Workshops (ICDEW).

[14]  A.L. Dimeas,et al.  Operation of a multiagent system for microgrid control , 2005, IEEE Transactions on Power Systems.

[15]  R.H. Lasseter,et al.  Microgrid: a conceptual solution , 2004, 2004 IEEE 35th Annual Power Electronics Specialists Conference (IEEE Cat. No.04CH37551).

[16]  Shaolei Ren,et al.  Fair rewarding in colocation data centers: Truthful mechanism for emergency demand response , 2015, 2015 IEEE 23rd International Symposium on Quality of Service (IWQoS).

[17]  Claudio Gentile,et al.  Solving unit commitment problems with general ramp constraints , 2008 .

[18]  Tim Roughgarden,et al.  Black-Box Randomized Reductions in Algorithmic Mechanism Design , 2010, FOCS.

[19]  Noam Nisan,et al.  Truthful approximation mechanisms for restricted combinatorial auctions , 2008, Games Econ. Behav..

[20]  Adam Hawkes,et al.  Modelling high level system design and unit commitment for a microgrid , 2009 .

[21]  Daniel Grosu,et al.  Combinatorial Auction-Based Dynamic VM Provisioning and Allocation in Clouds , 2011, CloudCom.

[22]  R. Baldick,et al.  Theory and Application of Linear Supply Function Equilibrium in Electricity Markets , 2004 .

[23]  Zongpeng Li,et al.  Core-Selecting Auctions for Dynamically Allocating Heterogeneous VMs in Cloud Computing , 2014, 2014 IEEE 7th International Conference on Cloud Computing.

[24]  Chaitanya Swamy,et al.  Truthful Mechanism Design for Multidimensional Covering Problems , 2012, WINE.

[25]  Zongpeng Li,et al.  Dynamic resource provisioning in cloud computing: A randomized auction approach , 2014, IEEE INFOCOM 2014 - IEEE Conference on Computer Communications.

[26]  Zongpeng Li,et al.  Truthful spectrum auction design for secondary networks , 2012, 2012 Proceedings IEEE INFOCOM.

[27]  Daniel Grosu,et al.  A PTAS Mechanism for Provisioning and Allocation of Heterogeneous Cloud Resources , 2015, IEEE Transactions on Parallel and Distributed Systems.

[28]  Hamidreza Zareipour,et al.  Data centres in the ancillary services market , 2012, 2012 International Green Computing Conference (IGCC).

[29]  Zongpeng Li,et al.  Strategyproof auctions for balancing social welfare and fairness in secondary spectrum markets , 2011, 2011 Proceedings IEEE INFOCOM.

[30]  Robert D. Carr,et al.  Randomized metarounding , 2002, Random Struct. Algorithms.

[31]  Athanasios V. Vasilakos,et al.  A Framework for Truthful Online Auctions in Cloud Computing with Heterogeneous User Demands , 2016, IEEE Transactions on Computers.

[32]  Minghua Chen,et al.  Online energy generation scheduling for microgrids with intermittent energy sources and co-generation , 2012, SIGMETRICS '13.

[33]  Shaolei Ren,et al.  Online Electricity Cost Saving Algorithms for Co-Location Data Centers , 2015, IEEE Journal on Selected Areas in Communications.

[34]  B. Dunn,et al.  Electrical Energy Storage for the Grid: A Battery of Choices , 2011, Science.

[35]  A. Papalexopoulos,et al.  Optimization based methods for unit commitment: Lagrangian relaxation versus general mixed integer programming , 2003, 2003 IEEE Power Engineering Society General Meeting (IEEE Cat. No.03CH37491).

[36]  Timothy C. Green,et al.  Real-World MicroGrids-An Overview , 2007, 2007 IEEE International Conference on System of Systems Engineering.

[37]  Leigh Tesfatsion,et al.  Market power and efficiency in a computational electricity market with discriminatory double-auction pricing , 2001, IEEE Trans. Evol. Comput..

[38]  Zongpeng Li,et al.  A truthful (1-ε)-optimal mechanism for on-demand cloud resource provisioning , 2015, 2015 IEEE Conference on Computer Communications (INFOCOM).

[39]  Chaitanya Swamy,et al.  Truthful and Near-Optimal Mechanism Design via Linear Programming , 2005, FOCS.

[40]  N.P. Padhy,et al.  Unit commitment-a bibliographical survey , 2004, IEEE Transactions on Power Systems.

[41]  David B. Shmoys,et al.  Primal-dual schema for capacitated covering problems , 2008, Math. Program..

[42]  Éva Tardos,et al.  Truthful mechanisms for one-parameter agents , 2001, Proceedings 2001 IEEE International Conference on Cluster Computing.

[43]  Adam Wierman,et al.  Data center demand response: Avoiding the coincident peak via workload shifting and local generation , 2013, Perform. Evaluation.

[44]  Hadi Minooei,et al.  Mechanism Design For Covering Problems , 2014 .

[45]  Yossi Azar,et al.  Online Mixed Packing and Covering , 2012, SODA.

[46]  William Vickrey,et al.  Counterspeculation, Auctions, And Competitive Sealed Tenders , 1961 .

[47]  Zongpeng Li,et al.  Randomized auction design for electricity markets between grids and microgrids , 2014, SIGMETRICS '14.

[48]  John N. Tsitsiklis,et al.  Introduction to linear optimization , 1997, Athena scientific optimization and computation series.

[49]  Daniel Grosu,et al.  Combinatorial Auction-Based Allocation of Virtual Machine Instances in Clouds , 2010, 2010 IEEE Second International Conference on Cloud Computing Technology and Science.

[50]  Shaolei Ren,et al.  An online incentive mechanism for emergency demand response in geo-distributed colocation data centers , 2016, e-Energy.

[51]  Berthold Vöcking,et al.  Approximation techniques for utilitarian mechanism design , 2005, STOC '05.

[52]  Luiz André Barroso,et al.  The Datacenter as a Computer: An Introduction to the Design of Warehouse-Scale Machines , 2009, The Datacenter as a Computer: An Introduction to the Design of Warehouse-Scale Machines.

[53]  D. Lehmann,et al.  The Winner Determination Problem , 2003 .

[54]  Hamed Mohsenian Rad,et al.  Exploring smart grid and data center interactions for electric power load balancing , 2014, PERV.

[55]  Adam Wierman,et al.  Pricing data center demand response , 2014, SIGMETRICS '14.

[56]  Zongpeng Li,et al.  An online auction framework for dynamic resource provisioning in cloud computing , 2014, SIGMETRICS '14.

[57]  Vijay V. Vazirani,et al.  Approximation Algorithms , 2001, Springer Berlin Heidelberg.

[58]  K. Nara,et al.  Optimal Long-Term Unit Commitment in Large Scale Systems Including Fuel Constrained Thermal and Pumped-Storage Hydro , 1989, IEEE Power Engineering Review.

[59]  Soo-Bin Han,et al.  Study on Power Quality Control in Multiple Renewable Energy Hybrid MicroGrid System , 2007, 2007 IEEE Lausanne Power Tech.

[60]  Zongpeng Li,et al.  RSMOA: A revenue and social welfare maximizing online auction for dynamic cloud resource provisioning , 2014, 2014 IEEE 22nd International Symposium of Quality of Service (IWQoS).

[61]  E. H. Clarke.  Multipart pricing of public goods , 1971 .

[62]  Deshi Ye,et al.  A Truthful FPTAS Mechanism for Emergency Demand Response in Colocation Data Centers , 2015, IEEE INFOCOM 2019 - IEEE Conference on Computer Communications.

[63]  Wolf-Dietrich Weber,et al.  Power provisioning for a warehouse-sized computer , 2007, ISCA '07.

[64]  Robert D. Carr,et al.  Strengthening integrality gaps for capacitated network design and covering problems , 2000, SODA '00.

[65]  Anand Sivasubramaniam,et al.  Data Center Cost Optimization Via Workload Modulation Under Real-World Electricity Pricing , 2013, ArXiv.

[66]  Nikos D. Hatziargyriou,et al.  Centralized Control for Optimizing Microgrids Operation , 2008 .

[67]  Roger B. Myerson,et al.  Optimal Auction Design , 1981, Math. Oper. Res..

[68]  Michael C. Caramanis,et al.  The data center as a grid load stabilizer , 2014, 2014 19th Asia and South Pacific Design Automation Conference (ASP-DAC).

[69]  Lachlan L. H. Andrew,et al.  Dynamic Right-Sizing for Power-Proportional Data Centers , 2011, IEEE/ACM Transactions on Networking.

[70]  Daniel Grosu,et al.  Truthful Greedy Mechanisms for Dynamic Virtual Machine Provisioning and Allocation in Clouds , 2015, IEEE Transactions on Parallel and Distributed Systems.

[71]  Lawrence M. Ausubel,et al.  The Lovely but Lonely Vickrey Auction , 2004 .