Ramesh Johari

Professor of Management Science and Engineering and, by courtesy, of Electrical Engineering and of Computer Science

Web page: http://web.stanford.edu/people/rjohari

Bio

Johari is broadly interested in the design, economic analysis, and operation of online platforms, as well as statistical and machine learning techniques used by these platforms (such as search, recommendation, matching, and pricing algorithms).

Academic Appointments

Professor, Management Science and Engineering
Professor (By courtesy), Electrical Engineering
Professor (By courtesy), Computer Science
Faculty Affiliate, Institute for Human-Centered Artificial Intelligence (HAI)
Affiliate, Precourt Institute for Energy
Member, Institute for Computational and Mathematical Engineering (ICME)

Honors & Awards

George E. Nicholson Student Paper Competition (First Place), INFORMS (2003)
Doctoral Dissertation Award (Honorable Mention), ACM (2004)
George M. Sprowls Doctoral Dissertation Award, MIT EECS (2004)
Management Science and Engineering Graduate Teaching Award, Stanford (2005)
Okawa Foundation Research Grant, Okawa Foundation (2005)
Telecommunications Dissertation Award, INFORMS (2006)
CAREER Award, National Science Foundation (2007)
Foundation Award, UPS (2008)
Management Science and Engineering Graduate Teaching Award, Stanford (2010)
Management Science and Engineering Graduate Teaching Award, Stanford (2017)
Best Paper Award, ACM (2018)

Boards, Advisory Committees, Professional Organizations

Program co-chair, ACM Economics and Computation (2019 - 2019)
Co-creator and co-organizer, Marketplace Innovation Workshop (2015 - 2019)

Professional Education

PhD, MIT (2004)

Contact

Academic
rjohari@stanford.edu
University - Faculty Department: Management Science and Engineering Position: Professor
- Huang Engineering Center, Room 311
- 475 Via Ortega
- Stanford, California 94305-4121
- (650) 723-0937 (office)
(650) 723-1614 (fax)

Administrator Jenny Lam Administrative Associate lamjenny@stanford.edu
- 650-725-0550 (office)

Additional Info

Mail Code: 4026

2021-22 Courses

Fundamentals of Data Science: Prediction, Inference, Causality
MS&E 226 (Aut)
Senior Project
MS&E 108 (Win)
Independent Studies (17)
- Advanced Reading and Research
  CS 499 (Aut, Win, Spr, Sum)
- Advanced Reading and Research
  CS 499P (Aut, Win, Spr, Sum)
- Curricular Practical Training
  CS 390A (Aut, Win, Spr, Sum)
- Curricular Practical Training
  CS 390B (Aut, Win, Spr, Sum)
- Curricular Practical Training
  CS 390C (Aut, Win, Spr, Sum)
- Directed Reading and Research
  MS&E 408 (Aut, Win, Spr, Sum)
- Directed Reading in Environment and Resources
  ENVRES 398 (Aut)
- Independent Project
  CS 399 (Aut, Win, Spr, Sum)
- Independent Project
  CS 399P (Aut, Win, Spr, Sum)
- Independent Work
  CS 199 (Aut, Win, Spr, Sum)
- Independent Work
  CS 199P (Aut, Win, Spr, Sum)
- Part-time Curricular Practical Training
  CS 390D (Aut, Win)
- Ph.D. Research
  CME 400 (Aut, Win, Sum)
- Practical Training
  MCS 198 (Sum)
- Programming Service Project
  CS 192 (Aut, Win, Spr, Sum)
- Senior Project
  CS 191 (Aut, Win, Spr, Sum)
- Writing Intensive Senior Project (WIM)
  CS 191W (Aut, Win, Spr)
Prior Year Courses
2020-21 Courses
- Fundamentals of Data Science: Prediction, Inference, Causality
  MS&E 226 (Aut)
- Introduction to Game Theory
  MS&E 232 (Spr)
- Senior Project
  MS&E 108 (Win)
2019-20 Courses
- Fundamentals of Data Science: Prediction, Inference, Causality
  MS&E 226 (Aut)
2018-19 Courses
- "Small" Data: Prediction, Inference, Causality
  MS&E 226 (Aut)
- Free and Incentivized Exploration in Online Learning
  MS&E 326 (Spr)

Stanford Advisees

Doctoral Dissertation Reader (AC)
Yeganeh Ali Mohammadi, Je-ok Choi, Faidra Monachou
Doctoral Dissertation Advisor (AC)
Alex Chohlas-Wood, Hannah Li, Linjia Wu
Master's Program Advisor
Sara Abdali, Constantin Eulenstein, Lina Fang, Michael Gao, Qianmin Hu, John Kohler, Ece Korkmaz, Juan Langlois, Michael Leonard, Tomas Martinez, Renasha Mishra, Nikita Namjoshi, Isaiah Sanders, Jordan Schuster, Lucas Simoes, Araya Sornwanee, Ha T, Sihguat Torres, Danny Valdez
Doctoral Dissertation Co-Advisor (AC)
Jacqueline Vallon
Doctoral (Program)
Andrei Graur

All Publications

Managing Congestion in Matching Markets M&SOM-MANUFACTURING & SERVICE OPERATIONS MANAGEMENT Arnosti, N., Johari, R., Kanoria, Y. 2021; 23 (3): 620-636

View details for DOI 10.1287/msom.2020.0927

View details for Web of Science ID 000653675200007
Designing Informative Rating Systems: Evidence from an Online Labor Market M&SOM-MANUFACTURING & SERVICE OPERATIONS MANAGEMENT Garg, N., Johari, R. 2021; 23 (3): 589-605

View details for DOI 10.1287/msom.2020.0921

View details for Web of Science ID 000653675200005
Matching While Learning OPERATIONS RESEARCH Johari, R., Kamble, V., Kanoria, Y. 2021; 69 (2): 655–81

View details for DOI 10.1287/opre.2020.2013

View details for Web of Science ID 000631703600016
Studying Undergraduate Course Consideration at Scale AERA OPEN Chaturapruek, S., Dalberg, T., Thompson, M. E., Giebel, S., Harrison, M. H., Johari, R., Stevens, M. L., Kizilcec, R. F. 2021; 7

View details for DOI 10.1177/2332858421991148

View details for Web of Science ID 000620611500001
Learning Unknown Service Rates in Queues: A Multiarmed Bandit Approach OPERATIONS RESEARCH Krishnasamy, S., Sen, R., Johari, R., Shakkottai, S. 2021; 69 (1): 315–30

View details for DOI 10.1287/opre.2020.1995

View details for Web of Science ID 000615320600020
Adaptive Experimental Design with Temporal Interference: A Maximum Likelihood Approach Glynn, P., Johari, R., Rasouli, M., Larochelle, H., Ranzato, M., Hadsell, R., Balcan, M. F., Lin, H. NEURAL INFORMATION PROCESSING SYSTEMS (NIPS). 2020

View details for Web of Science ID 000627697000035
Competition and Efficiency of Coalitions in Cournot Games With Uncertainty IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS Zhang, B., Johari, R., Rajagopal, R. 2019; 6 (2): 884–96

View details for DOI 10.1109/TCNS.2018.2880302

View details for Web of Science ID 000469874200037
Semi-Parametric Dynamic Contextual Pricing Shah, V., Blanchet, J., Johari, R., Wallach, H., Larochelle, H., Beygelzimer, A., d'Alche-Buc, F., Fox, E., Garnett, R. NEURAL INFORMATION PROCESSING SYSTEMS (NIPS). 2019

View details for Web of Science ID 000534424302037
Optimal Testing in the Experiment-rich Regime Schmit, S., Shah, V., Johari, R., Chaudhuri, K., Sugiyama, M. MICROTOME PUBLISHING. 2019: 626–33

View details for Web of Science ID 000509687900065
Designing Optimal Binary Rating Systems Garg, N., Johari, R., Chaudhuri, K., Sugiyama, M. MICROTOME PUBLISHING. 2019

View details for Web of Science ID 000509687901101
Bandit Learning with Positive Externalities Shah, V., Blanchet, J., Johari, R., Bengio, S., Wallach, H., Larochelle, H., Grauman, K., CesaBianchi, N., Garnett, R. NEURAL INFORMATION PROCESSING SYSTEMS (NIPS). 2018

View details for Web of Science ID 000461823304089
On Learning the c mu Rule in Single and Parallel Server Networks Krishnasamy, S., Arapostathis, A., Johari, R., Shakkottai, S., IEEE IEEE. 2018: 153–54

View details for Web of Science ID 000461021200022
Pricing and referrals in diffusion on networks GAMES AND ECONOMIC BEHAVIOR Leduc, M. V., Jackson, M. O., Johari, R. 2017; 104: 568–94

View details for DOI 10.1016/j.geb.2017.05.011

View details for Web of Science ID 000408296200034
The Importance of Exploration in Online Marketplaces IEEE INTERNET COMPUTING Banerjee, S., Johari, R., Zhou, Z. 2016; 20 (1): 20-26

View details for Web of Science ID 000367944200004
Competition and Coalition Formation of Renewable Power Producers IEEE TRANSACTIONS ON POWER SYSTEMS Zhang, B., Johari, R., Rajagopal, R. 2015; 30 (3): 1624-1632

View details for DOI 10.1109/TPWRS.2014.2385869

View details for Web of Science ID 000353641000054
Equilibria of dynamic games with many players: Existence, approximation, and market structure JOURNAL OF ECONOMIC THEORY Adlakha, S., Johari, R., Weintraub, G. Y. 2015; 156: 269-316

View details for DOI 10.1016/j.jet.2013.07.002

View details for Web of Science ID 000349728700010
Can I Take a Peek? Continuous Monitoring of Online A/B Tests Johari, R., ACM ASSOC COMPUTING MACHINERY. 2015: 915

View details for DOI 10.1145/2740908.2743061

View details for Web of Science ID 000382666600213
Mean Field Equilibria of Dynamic Auctions with Learning MANAGEMENT SCIENCE Iyer, K., Johari, R., Sundararajan, M. 2014; 60 (12): 2949-2970

View details for DOI 10.1287/mnsc.2014.2018

View details for Web of Science ID 000346204900005
Information Aggregation and Allocative Efficiency in Smooth Markets MANAGEMENT SCIENCE Iyer, K., Johari, R., Moallemi, C. C. 2014; 60 (10): 2509-2524

View details for DOI 10.1287/mnsc.2014.1929

View details for Web of Science ID 000343421800009
A Buffer-Based Approach to Rate Adaptation: Evidence from a Large Video Streaming Service SIGCOMM Conference Huang, T., Johari, R., McKeown, N., Trunnell, M., Watson, M. ASSOC COMPUTING MACHINERY. 2014: 187–98

View details for DOI 10.1145/2619239.2626296

View details for Web of Science ID 000350564600039
Mean Field Equilibrium in Dynamic Games with Strategic Complementarities OPERATIONS RESEARCH Adlakha, S., Johari, R. 2013; 61 (4): 971-989

View details for DOI 10.1287/opre.2013.1192

View details for Web of Science ID 000323931800013
Dynamics in tree formation games GAMES AND ECONOMIC BEHAVIOR Arcaute, E., Dyagilev, K., Johari, R., Mannor, S. 2013; 79: 1-29

View details for DOI 10.1016/j.geb.2013.01.002

View details for Web of Science ID 000317711400001
Mean Field Equilibria of Multi Armed Bandit Games 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton) Gummadi, R., Johari, R., Yu, J. Y. IEEE. 2013: 1110–1110

View details for Web of Science ID 000320654000151
Economic Modeling in Networking: A Primer. Foundations and Trends in Networking Berry, R., Johari , R. NOW Publishers.. 2013: 1
Heavy Traffic Approximation of Equilibria in Resource Sharing Games IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS Wu, Y., Loc Bui, L., Johari, R. 2012; 30 (11): 2200-2209

View details for DOI 10.1109/JSAC.2012.121212

View details for Web of Science ID 000311673200012
Traffic Engineering With Semiautonomous Users: A Game-Theoretic Perspective IEEE-ACM TRANSACTIONS ON NETWORKING DiPalantino, D., Johari, R. 2012; 20 (6): 1938-1949

View details for DOI 10.1109/TNET.2012.2208475

View details for Web of Science ID 000313661000020
Resource management with semiautonomous users. To appear in IEEE/ACM Transactions on Networking. DiPalantino, D., Johari, R. 2012
Mean field equilibria of multiarmed bandit games. Gummadi, R., Johari, R., Yu , J.-Y. 2012
Information and the value of execution guarantees. Iyer, K., Johari, R., Moallemi , C., C. 2012
Mean Field Equilibria of Dynamic Auctions with Learning SI GECOM EXCHANGES Iyer, K., Johari, R., Sundararajan, M. 2011; 10 (3): 10–14

View details for Web of Science ID 000218516100003
Bilateral and Multilateral Exchanges for Peer-Assisted Content Distribution IEEE-ACM TRANSACTIONS ON NETWORKING Aperjis, C., Johari, R., Freedman, M. J. 2011; 19 (5): 1290-1303

View details for DOI 10.1109/TNET.2011.2114898

View details for Web of Science ID 000296014000004
Parameterized Supply Function Bidding: Equilibrium and Efficiency OPERATIONS RESEARCH Johari, R., Tsitsiklis, J. N. 2011; 59 (5): 1079-1089

View details for DOI 10.1287/opre.1110.0980

View details for Web of Science ID 000297164900002
Competition and contracting in service industries OPERATIONS RESEARCH LETTERS DiPalantino, D., Johari, R., Weintraub, G. Y. 2011; 39 (5): 390-396

View details for DOI 10.1016/j.orl.2011.06.011

View details for Web of Science ID 000295712400019
How Many Tiers? Pricing in the Internet Transit Market COMPUTER COMMUNICATION REVIEW Valancius, V., Lumezanu, C., Feamster, N., Johari, R., Vazirani, V. V. 2011; 41 (4): 194-205

View details for DOI 10.1145/2043164.2018459

View details for Web of Science ID 000302124800017
Uncoupled Potentials for Proportional Allocation Markets 50th IEEE Conference of Decision and Control (CDC)/European Control Conference (ECC) Nadav, U., Johari, R., Roughgarden, T. IEEE. 2011: 4479–4484

View details for Web of Science ID 000303506205016
Economic Modeling in Networking: A Primer FOUNDATIONS AND TRENDS IN NETWORKING Berry, R. A., Johari, R. 2011; 6 (3): 165–286

View details for DOI 10.1561/1300000011

View details for Web of Science ID 000420146100001
Heavy traffic approximation of equilibria in resource sharing games. Wu, Y., Bui, L., Johari, R. 2011
Committing bandits. Bui, L., Johari, R., Mannor, S. 2011
How many tiers? Pricing in the Internet transit market. Valancius, V., Lumezanu, C., Feamster, N., Johari, R., Vazirani, V. 2011
Mean field equilibria of dynamic auctions with learning. Iyer, K., Johari, R., Sundararajan, M. 2011
Investment and Market Structure in Industries with Congestion OPERATIONS RESEARCH Johari, R., Weintraub, G. Y., Van Roy, B. 2010; 58 (5): 1303-1317

View details for DOI 10.1287/opre.1100.0827

View details for Web of Science ID 000283244800003
Designing Aggregation Mechanisms for Reputation Systems in Online Marketplaces SI GECOM EXCHANGES Aperjis, C., Johari, R. 2010; 9 (1)

View details for Web of Science ID 000218499400003
Optimal Windows for Aggregating Ratings in Electronic Marketplaces MANAGEMENT SCIENCE Aperjis, C., Johari, R. 2010; 56 (5): 864-880

View details for DOI 10.1287/mnsc.1090.1145

View details for Web of Science ID 000277653900008
Demand-Aware Content Distribution on the Internet IEEE-ACM TRANSACTIONS ON NETWORKING Shakkottai, S., Johari, R. 2010; 18 (2): 476-489

View details for DOI 10.1109/TNET.2009.2035047

View details for Web of Science ID 000276685300011
Information-Theoretic Operating Regimes of Large Wireless Networks IEEE TRANSACTIONS ON INFORMATION THEORY Ozgur, A., Johari, R., Tse, D. N., Leveque, O. 2010; 56 (1): 427-437

View details for DOI 10.1109/TIT.2009.2034819

View details for Web of Science ID 000273134100030
Mean field equilibrium in dynamic games with complementarities. Adlakha, S., Johari, R. 2010
Information aggregation in smooth markets. Iyer, K., Johari, R., Moallemi, C., C. 2010
Congestible services and network effects. Johari, R., Kumar, S. 2010
Information theoretic operating regimes of large wireless networks. IEEE Transactions on Information Theory Ozgur, A., Johari, R., Tse, D., Leveque, O. 2010; 1 (56): 427-437
Mean field analysis for large population stochastic games. Adlakha, S., Johari, R., Weintraub, G., Y., Goldsmith, A. 2010
On Oblivious Equilibrium in Large Population Stochastic Games 49th IEEE Conference on Decision and Control (CDC) Adlakha, S., Johari, R., Weintraub, G. Y., Goldsmith, A. IEEE. 2010: 3117–3124

View details for Web of Science ID 000295049103092
Mean Field Equilibrium in Dynamic Games with Complementarities 49th IEEE Conference on Decision and Control (CDC) Adlakha, S., Johari, R. IEEE. 2010: 6633–6638

View details for Web of Science ID 000295049107080
Network Formation: Bilateral Contracting and Myopic Dynamics IEEE TRANSACTIONS ON AUTOMATIC CONTROL Arcaute, E., Johari, R., Mannor, S. 2009; 54 (8): 1765-1778

View details for DOI 10.1109/TAC.2009.2024564

View details for Web of Science ID 000268756200003
Efficiency of Scalar-Parameterized Mechanisms 43rd Annual Allerton Conference on Communication, Control and Computing Johari, R., Tsitsiklis, J. N. INFORMS. 2009: 823–39

View details for DOI 10.1287/opre.1080.0638

View details for Web of Science ID 000270032800003
Supermodular Network Games 47th Annual Allerton Conference on Communication, Control, and Computing Manshadi, V. H., Johari, R. IEEE. 2009: 1369–1376

View details for Web of Science ID 000279627100187
Network formation: bilateral contracting and myopic dynamics. IEEE Transactions on Automatic Control Arcaute, E., Johari, R., Mannor, S. 2009; 8 (54): 1765-1778
Comparing Multilateral and Bilateral Exchange Models for Content Distribution IEEE Information Theory Workshop on Networking and Information Theory Aperjis, C., Freedman, M. J., Johari, R. IEEE. 2009: 145–146

View details for Web of Science ID 000273966100031
Traffic Engineering vs. Content Distribution: A Game Theoretic Perspective IEEE INFOCOM Conference 2009 DiPalantino, D., Johari, R. IEEE. 2009: 540–548

View details for Web of Science ID 000275366200061
Traffic Engineering, Content Distribution, and Continuous Potential Games International Conference on Game Theory for Networks DiPalantino, D., Johari, R. IEEE. 2009: 98–99

View details for Web of Science ID 000274558900014
Oblivious Equilibrium: An Approximation to Large Population Dynamic Games with Concave Utility International Conference on Game Theory for Networks Adlakha, S., Johari, R., Weintraub, G., Goldsmith, A. IEEE. 2009: 68–69

View details for Web of Science ID 000274558900009
A Mean Field Approach to Competition in Large Scale Wireless Systems MobiHoc S3 Workshop Adlakha, S., Johari, R., Weintraub, G., Goldsmith, A. ASSOC COMPUTING MACHINERY. 2009: 13–15

View details for Web of Science ID 000282529000004
Lump-Sum Markets for Air Traffic Flow Control with Competitive Airlines PROCEEDINGS OF THE IEEE Waslander, S. L., Roy, K., Johari, R., Tomlin, C. J. 2008; 96 (12): 2113-2130

View details for DOI 10.1109/JPROC.2008.2006197

View details for Web of Science ID 000262934800015
Information Theoretic Operating Regimes of Large Wireless Networks IEEE International Symposium on Information Theory Oezguer, A., Johari, R., Tse, D., Leveque, O. IEEE. 2008: 186–190

View details for Web of Science ID 000260364400038
Local myopic dynamics in network formation games. Arcaute, E., Johari, R., Mannor, S. 2008
Peer-assisted content distribution with prices. Aperjis, C., Freedman, M., J., Johari, R. 2008
Oblivious equilibrium for general stochastic games with unbounded costs. Adlakha, S., Johari, R., Weintraub, G., Y., Goldsmith , A. 2008
Oblivious equilibrium for general stochastic games with concave costs. Adlakha, S., Johari, R., Weintraub, G., Y., Goldsmith , A. 2008
A comparison of bilateral and multilateral exchanges for peer-assisted content distribution. Aperjis, C., Freedman, M., J., Johari, R. 2008
Prices are right: aligning incentives for peer-assisted content distribution. Freedman, M., J., Aperjis, C., Johari, R. 2008
A comparison of bilateral and multilateral exchanges for peer-assisted content distribution. Aperjis, C., Freedman, M., J., Johari, R. 2008
Local Dynamics for Network Formation Games 46th Annual Allerton Conference on Communication, Control and Computing Arcaute, E., Johari, R., Mannor, S. IEEE. 2008: 937–938

View details for Web of Science ID 000268229600132
Local Two-Stage Myopic Dynamics for Network Formation Games 4th International Workshop on Internet and Network Economics Arcaute, E., Johari, R., Mannor, S. SPRINGER-VERLAG BERLIN. 2008: 263–277

View details for Web of Science ID 000262046200024
Oblivious Equilibrium for Stochastic Games with Concave Utility 46th Annual Allerton Conference on Communication, Control and Computing Adlakha, S., Johari, R., Weintraub, G., Goldsmith, A. IEEE. 2008: 1304–1308

View details for Web of Science ID 000268229600185
Oblivious Equilibrium for Large-Scale Stochastic Games with Unbounded Costs 47th IEEE Conference on Decision and Control Adlakha, S., Johari, R., Weintraub, G., Goldsmith, A. IEEE. 2008: 5531–5538

View details for Web of Science ID 000307311605110
Implications of autonomy for the expressiveness of policy routing IEEE-ACM TRANSACTIONS ON NETWORKING Feamster, N., Johari, R., Balakrishnan, H. 2007; 15 (6): 1266-1279

View details for DOI 10.1109/TNET.2007.896531

View details for Web of Science ID 000252125200005
Partially optimal routing 40th Annual Conference on Information Sciences and Systems (CISS) Acemoglu, D., Johari, R., Ozdaglar, A. IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC. 2007: 1148–60

View details for DOI 10.1109/JSAC.2007.070809

View details for Web of Science ID 000248352300009
Network formation: Bilateral contracting and myopic dynamics 3rd International Workshop on Internet and Network Economics Arcaute, E., Johari, R., Mannor, S. SPRINGER-VERLAG BERLIN. 2007: 191–207

View details for Web of Science ID 000252182500020
Efficiency loss and the design of scalable resource allocation mechanisms. Algorithmic Game Theory Johari , R. edited by Nisan, N., Roughgarden, T., Tardos, E. Cambridge University Press: Cambridge, United Kingdom.. 2007: 543–567
Revenue management for content delivery. Shakkottai, S., Johari, R. 2007
Network formation: bilateral contracting and myopic dynamics. Arcaute, E., Johari, R., Mannor, S. 2007
Oblivious equilibrium for general stochastic games with many players. Abhishek, V., Adlakha, S., Johari, R., Weintraub, G., Y. 2007
Dynamics and stability in network formation games with bilateral contracts 46th IEEE Conference on Decision and Control Arcaute, E., Dallal, E., Johari, R., Mannor, S. IEEE. 2007: 5871–5878

View details for Web of Science ID 000255181703134
A contract-based model for directed network formation GAMES AND ECONOMIC BEHAVIOR Johari, R., Mannor, S., Tsitsiklis, J. N. 2006; 56 (2): 201-224

View details for DOI 10.1016/j.geb.2005.08.010

View details for Web of Science ID 000238585500001
A scalable network resource allocation mechanism with bounded efficiency loss IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS Johari, R., Tsitsikils, J. N. 2006; 24 (5): 992-999

View details for DOI 10.1109/JSAC.2006.872880

View details for Web of Science ID 000237401600006
Paradoxes of traffic engineering with partially optimal routing 40th Annual Conference on Information Sciences and Systems (CISS) Acemoglu, D., Johari, R., Ozdaglar, A. IEEE. 2006: 661–667

View details for Web of Science ID 000244721800125
Positive externalities and optimal scale. Kumar, S., Johari, R. 2006
A peer-to-peer system as an exchange economy. Aperjis, C., Johari, R. 2006
Efficiency-loss in a network resource allocation game: The case of elastic supply IEEE TRANSACTIONS ON AUTOMATIC CONTROL Johari, R., Mannor, S., Tsitsiklis, J. N. 2005; 50 (11): 1712-1724

View details for DOI 10.1109/TAC.2005.858687

View details for Web of Science ID 000233442700006
Implications of autonomy for the expressiveness of policy routing SIGCOMM/ACM Conference on Computer Communications Feamster, N., Johari, R., Balakrishnan, H. ASSOC COMPUTING MACHINERY. 2005: 25–36

View details for Web of Science ID 000233120000004
A game theoretic view of efficiency loss in resource allocation Symposium on Systems, Control, and Networks Johari, R., Tsitsiklis, J. N. BIRKHAUSER BOSTON. 2005: 203–223

View details for Web of Science ID 000231525400012
Communication requirements of VCG-like mechanisms in convex environments. Johari, R., Tsitsiklis, J., N. 2005
Efficiency loss in a network resource allocation game: the case of elastic supply. IEEE Transactions on Automatic Control Johari, R., Mannor, S., Tsitsiklis, J., N. 2005; 11 (50): 1712-1724
Efficiency loss in a network resource allocation game MATHEMATICS OF OPERATIONS RESEARCH Johari, R., Tsitsiklis, J. N. 2004; 29 (3): 407-435

View details for Web of Science ID 000224311900001
Routing and peering in a competitive Internet 43rd IEEE Conference on Decision and Control Johari, R., Tsitsiklis, J. N. IEEE. 2004: 1556–1561

View details for Web of Science ID 000226745601073
Efficiency loss in a resource allocation game: A single link in elastic supply 43rd IEEE Conference on Decision and Control Johari, R., Mannor, S., Tsitsiklis, J. N. IEEE. 2004: 4679–4683

View details for Web of Science ID 000226745604028
Network resource allocation and a congestion game: the single link case. Johari, R., Tsitsiklis, J., N. 2003
End-to-end congestion control for the Internet: delays and stability. IEEE/ACM Transactions on Networking Johari, R., Tan, D., K.H. 2001; 6 (9): 818-832