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Global Convergence of Localized Policy Iteration in Networked Multi-Agent Reinforcement Learning
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ACM SIGMETRICS Performance Evaluation Review;
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ACM SIGecom Exchanges;
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EC '14 Proceedings of the fifteenth ACM conference on Economics and computation;
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Proceedings of the 11th USENIX Symposium on Networked Systems Design and Implementation (NSDI ’14);
11th USENIX Symposium on Networked Systems Design and Implementation (NSDI ’14), April 2-4, 2014
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IEEE/ACM Transactions on Networking;
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IEEE/ACM Transactions on Networking;
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Performance Evaluation;
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IFIP Performance 2013: 31st International Symposium on Computer Performance, Modeling, Measurements and Evaluation, September 24-26, 2013
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Marden, Jason R.; Wierman, Adam
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Overcoming the Limitations of Utility Design for Multiagent Systems
IEEE Transactions on Automatic Control;
Vol.
58;
No.
6;
Nair, Jayakrishnan; Wierman, Adam et al.
(2013)
The Fundamentals of Heavy-tails: Properties, Emergence, and Identification
SIGMETRICS '13 Proceedings of the ACM SIGMETRICS/international conference on Measurement and modeling of computer systems ;
International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS '13), 17-21 June 2013
, Pittsburgh, PA
Nair, Jayakrishnan; Wierman, Adam et al.
(2013)
The Fundamentals of Heavy-tails: Properties, Emergence, and Identification
ACM SIGMETRICS Performance Evaluation Review;
Vol.
41;
No.
1;
SIGMETRICS '13 ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, June 17-21, 2013
, Pittsburgh, PA
Marden, Jason R.; Wierman, Adam
(2013)
Distributed Welfare Games
Operations Research;
Vol.
61;
No.
1;
Lin, Minghong; Wierman, Adam et al.
(2012)
Online optimization with switching cost
ACM SIGMETRICS Performance Evaluation Review;
Vol.
40;
No.
3;
Wierman, Adam; Andrew, Lachlan L. H. et al.
(2012)
Power-aware speed scaling in processor sharing systems: Optimality and robustness
Performance Evaluation;
Vol.
69;
No.
12;
Ramaswamy, Vinod; Adlakha, Sachin et al.
(2012)
Incentives for P2P-assisted content distribution: If you can't beat 'em, join 'em
2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton);
2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton), 1-5 October 2012
, Monticello, IL
Wierman, Adam; Zwart, Bert
(2012)
Is Tail-Optimal Scheduling Possible?
Operations Research;
Vol.
60;
No.
5;
Wang, Kai; Lin, Minghong et al.
(2012)
Characterizing the Impact of the Workload on the Value of Dynamic Resizing in Data Centers
Performance Evaluation Review;
Vol.
40;
No.
1;
12th ACM SIGMETRICS/PERFORMANCE joint international conference on Measurement and Modeling of Computer Systems (SIGMETRICS '12), 11-15 June 2012
, London, United Kingdom
van Wijk, A. C. C.; Adan, I. J. B. F. et al.
(2012)
Fairness and efficiency for polling models with the κ-gated service discipline
Performance Evaluation;
Vol.
69;
No.
6;
Liu, Zhenhua; Cheng, Yuan et al.
(2012)
Renewable and Cooling Aware Workload Management for
Sustainable Data Centers
Proceedings of the 12th ACM Sigmetrics/Performance joint international conference on Measurement and Modeling of Computer Systems;
ACM SIGMETRICS Performance Evaluation Review;
Vol.
40;
No.
1;
12th ACM SIGMETRICS/PERFORMANCE joint international conference on Measurement and Modeling of Computer Systems (SIGMETRICS '12), 11-15 June 2012
, London, United Kingdom
Liu, Zhenhua; Cheng, Yuan et al.
(2012)
Renewable and cooling aware workload management for sustainable data centers
SIGMETRICS '12: Proceedings of the 12th ACM SIGMETRICS/PERFORMANCE joint international conference on Measurement and Modeling of Computer;
12th ACM SIGMETRICS/PERFORMANCE joint international conference on Measurement and Modeling of Computer Systems (SIGMETRICS '12), 11-15 June 2012
, London, United Kingdom
Andrew, Lachlan L. H.; Lin, Minghong et al.
(2012)
Algorithms for dynamic capacity provisioning
10th International Conference on Optical Internet (COIN2012);
10th International Conference on Optical Internet (COIN2012), 29-31 May 2012
, Yokohama, Japan
Bodine-Baron, Elizabeth; Bose, Subhonmesh et al.
(2012)
Minimizing the social cost of an epidemic
Game Theory for Networks: 2nd International ICST Conference, GAMENETS 2011, Shanghai, China, April 16-18, 2011, Revised Selected Papers;
Series.Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering;
No.
75;
2nd International ICST Conference, GAMENETS 2011, 16-18 April 2011
, Shanghai, China
Yang, Changwoo; Wierman, Adam et al.
(2012)
Many Flows Asymptotics for SMART Scheduling Policies
IEEE Transactions on Automatic Control;
Vol.
57;
No.
2;
Doroudi, Sherwin; Gopalakrishnan, Ragavendran et al.
(2011)
Dispatching to incentivize fast service in multi-server queues
ACM SIGMETRICS Performance Evaluation Review;
Vol.
39;
No.
3;
Liu, Zhenhua; Lin, Minghong et al.
(2011)
Geographical load balancing with renewables
ACM SIGMETRICS Performance Evaluation Review;
Vol.
39;
No.
3;
Anselmi, Jonatha; Ayesta, Urtzi et al.
(2011)
Competition yields efficiency in load balancing games
Performance Evaluation;
Vol.
68;
No.
11;
Gopalakrishnan, Ragavendran; Marden, Jason R. et al.
(2011)
Characterizing distribution rules for cost sharing games
International Conference on NETwork Games, Control and Optimization (NetGCooP 2011);
International Conference on NETwork Games, Control and Optimization (NetGCooP 2011), 12-14 October 2011
, Paris, France
Nair, Jayakrishnan; Wierman, Adam et al.
(2011)
Exploiting network effects in the provisioning of large scale systems
ACM SIGMETRICS Performance Evaluation Review;
Vol.
39;
No.
2;
Lin, Minghong; Wierman, Adam et al.
(2011)
Online dynamic capacity provisioning in data centers
49th Annual Allerton Conference on Communication, Control, and Computing;
49th Annual Allerton Conference on Communication, Control, and Computing, 28-30 September 2011
, Monticello, IL
Liu, Zhenhua; Lin, Minghong et al.
(2011)
Geographical Load Balancing with Renewables
ACM Sigmetrics 2011 - International Conference on Measurement and Modeling of Computer Systems;
ACM Sigmetrics 2011, 7-11 June 2011
, San Jose, CA
Liu, Zhenhua; Lin, Minghong et al.
(2011)
Greening geographical load balancing
Proceedings of the ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems ;
Proceedings of the ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems (SIGMETRICS '11), June 7-11, 2011
, San Jose, CA
Liu, Zhenhua; Lin, Minghong et al.
(2011)
Greening geographical load balancing
ACM SIGMETRICS Performance Evaluation Review;
Vol.
39;
No.
1;
SIGMETRICS ’11, June 7-11, 2011
, San Jose, CA
Echenique, Federico; Golovin, Daniel et al.
(2011)
Complexity and economics: computational constraints may not matter empirically
ACM SIGecom Exchanges;
Vol.
10;
Series.Social Science Working Paper;
No.
1;
Bodine-Baron, Elizabeth; Lee, Christina et al.
(2011)
Peer Effects and Stability in Matching Markets
Algorithmic Game Theory;
Series.Lecture Notes in Computer Science;
No.
6982;
4th International Symposium, SAGT 2011, 17-19 October 2011
, Amalfi, Italy
Gopalakrishnan, Ragavendran; Marden, Jason R. et al.
(2010)
An architectural view of game theoretic control
ACM SIGMETRICS Performance Evaluation Review;
Vol.
38;
No.
3;
Nair, Jayakrishnan; Wierman, Adam et al.
(2010)
Tail-robust scheduling via limited processor sharing
Performance Evaluation;
Vol.
67;
No.
11;
Nair, Jayakrishnan; Wierman, Adam et al.
(2010)
Scheduling for the tail: Robustness versus optimality
48th Annual Allerton Conference on Communication, Control, and Computing (Allerton);
48th Annual Allerton Conference on Communication, Control, and Computing (Allerton), September 29 - October 1, 2010
, Allerton, IL
Lin, Minghong; Wierman, Adam et al.
(2010)
The Average Response Time in a Heavy-traffic SRPT Queue
ACM SIGMETRICS Performance Evaluation Review;
Vol.
38;
No.
2;
Bodine-Baron, Elizabeth; Hassibi, Babak et al.
(2010)
Distance-Dependent Kronecker Graphs for Modeling Social Networks
IEEE Journal of Selected Topics in Signal Processing;
Vol.
4;
No.
4;
Andrew, Lachlan L. H.; Lin, Minghong et al.
(2010)
Optimality, fairness, and robustness in speed scaling designs
ACM SIGMETRICS Performance Evaluation Review;
Vol.
38;
No.
1;
ACM SIGMETRICS international conference on Measurement and modeling of computer systems (SIGMETRICS '10), 14-18 June 2010
, New York, NY
Andrew, Lachlan L. H.; Lin, Minghong et al.
(2010)
Optimality, fairness, and robustness in speed scaling designs
Proceedings of the ACM SIGMETRICS international conference on Measurement and modeling of computer systems - SIGMETRICS '10;
ACM SIGMETRICS international conference on Measurement and modeling of computer systems (SIGMETRICS '10), June 14-18, 2010
, New York, NY
Marden, Jason R.; Wierman, Adam
(2009)
Overcoming limitations of game-theoretic distributed control
Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference;
48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference, 15-18 December 2009
, Shanghai, China
Andrew, Lachlan L. H.; Wierman, Adam et al.
(2009)
Optimal speed scaling under arbitrary power functions
ACM SIGMETRICS Performance Evaluation Review;
Vol.
37;
No.
2;
Wierman, Adam; Andrew, Lachlan L. H. et al.
(2009)
Stochastic Analysis of Power-Aware Scheduling
46th Annual Allerton Conference on Communication, Control, and Computing, 2008;
46th Annual Allerton Conference on Communication, Control, and Computing, 2008, 23-26 Sept. 2008
, Urbana-Champaign, IL
Chen, Ho-Lin; Marden, Jason R. et al.
(2008)
The effect of local scheduling in load balancing designs
ACM SIGMETRICS Performance Evaluation Review;
Vol.
36;
No.
2;
Wierman, Adam; Nuyens, Misja
(2008)
Scheduling despite inexact job-size information
SIGMETRICS '08 Proceedings of the 2008 ACM SIGMETRICS international conference on Measurement and modeling of computer systems;
ACM SIGMETRICS Performance Evaluation Review;
Vol.
36;
No.
1;
SIGMETRICS '08, June 2-6, 2008
, Annapolis, MD
Wierman, Adam; Nuyens, Misja
(2008)
Scheduling despite inexact job-size information
SIGMETRICS '08 Proceedings of the 2008 ACM SIGMETRICS international conference on Measurement and modeling of computer systems;
SIGMETRICS '08, June 2-6, 2008
, Annapolis, MD
Nuyens, Misja; Wierman, Adam et al.
(2008)
Preventing Large Sojourn Times Using SMART Scheduling
Operations Research;
Vol.
56;
No.
1;
Wierman, Adam; Winands, Erik M.M. et al.
(2007)
Scheduling in polling systems
Performance Evaluation;
Vol.
64;
No.
9-12;
Wierman, Adam
(2007)
Fairness and classifications
ACM SIGMETRICS Performance Evaluation Review;
Vol.
34;
No.
4;
Wierman, Adam; Osogami, Takayuki et al.
(2006)
How many servers are best in a dual-priority system?
Performance Evaluation;
Vol.
63;
No.
12;
Wierman, Adam
(2006)
On the effect of inexact size information in size based policies
ACM SIGMETRICS Performance Evaluation Review;
Vol.
34;
No.
3;
Schroeder, Bianca; Wierman, Adam et al.
(2006)
Open versus closed: a cautionary tale
Proceedings of the 3rd conference on Networked Systems Design & Implementation;
Vol.
3;
Proceedings of the 3rd conference on Networked Systems Design & Implementation (NSDI'06), 8-10 May 2006
, San Jose, CA
Harchol-Balter, Mor; Osogami, Takayuki et al.
(2005)
Multi-Server queueing systems with multiple priority classes
Queueing Systems;
Vol.
51;
No.
3-4;
Wierman, Adam; Harchol-Balter, Mor
(2005)
Classifying scheduling policies with respect to higher moments of conditional response time
Proceedings of the 2005 ACM SIGMETRICS international conference on Measurement and modeling of computer systems;
ACM SIGMETRICS Performance Evaluation Review;
Vol.
33;
No.
1;
2005 ACM SIGMETRICS international conference on Measurement and modeling of computer systems (SIGMETRICS '05), 6-10 June 2005
, Banff, Canada
Wierman, Adam; Harchol-Balter, Mor et al.
(2005)
Nearly insensitive bounds on SMART scheduling
Proceedings of the 2005 ACM SIGMETRICS international conference on Measurement and modeling of computer systems;
ACM SIGMETRICS Performance Evaluation Review;
Vol.
33;
No.
1;
2005 ACM SIGMETRICS international conference on Measurement and modeling of computer systems (SIGMETRICS '05), 6-10 June 2005
, Banff, Canada
Osogami, Takayuki; Wierman, Adam et al.
(2004)
A recursive analysis technique for multi-dimensionally infinite Markov chains
ACM SIGMETRICS Performance Evaluation Review;
Vol.
32;
No.
2;
Wierman, Adam; Salzman, Julia et al.
(2004)
An improved upper bound for the pebbling threshold of the n-path
Discrete Mathematics;
Vol.
275;
No.
1-3;
Wierman, Adam; Bansal, Nikhil et al.
(2004)
A note on comparing response times in the M/GI/1/FB and M/GI/1/PS queues
Operations Research Letters;
Vol.
32;
No.
1;
Wierman, Adam; Osogami, Takayuki et al.
(2003)
A unified framework for modeling TCP-Vegas, TCP-SACK, and TCP-Reno
Proceedings of the 11TH IEEE/ACM International Symposium on Modeling, Analysis and Simulation of Computer Telecommunications Systems;
11th IEEE/ACM International Symposium on Modeling, Analysis and Simulation of Computer Telecommunications Systems (MASCOTS '03), 12-15 October 2003
, Orlando, FL
Wierman, Adam; Osogami, Takayuki et al.
(2003)
Modeling TCP-vegas under on/off traffic
ACM SIGMETRICS Performance Evaluation Review;
Vol.
31;
No.
2;
Wierman, Adam; Harchol-Balter, Mor
(2003)
Classifying scheduling policies with respect to unfairness in an M/GI/1
ACM SIGMETRICS Performance Evaluation Review;
Vol.
31;
No.
1;
SIGMETRICS’03, 10-14 June 2003
, San Diego, CA
Harchol-Balter, Mor; Sigman, Karl et al.
(2002)
Understanding the slowdown of large jobs in an M/GI/1 system
ACM SIGMETRICS Performance Evaluation Review;
Vol.
30;
No.
3;
Harchol-Balter, Mor; Sigman, Karl et al.
(2002)
Asymptotic convergence of scheduling policies with respect to slowdown
Performance Evaluation;
Vol.
49;
No.
1-4;