Computer Science Network
Resume:
Yin Zhang
Department of Computer Science
The University of Texas at Austin
Austin, TX 78701-1757, USA
Phone: +1-512-***-**** Fax: +1-512-***-****
Email: abqjyv@r.postjobfree.com
URL: http://www.cs.utexas.edu/~yzhang
Research InterestsComputer networks in general, with particular interests in
network management, measurement, and security.EducationCornell University, Ithaca, NY, 08/1997-08/2001
Ph.D. in Computer Science
Advisors: Dr. Vern Paxson and Dr. Robbert van Renesse
Dissertation: Characterizing End-to-end Internet Performance
Cornell University, Ithaca, NY, 08/1997-05/1999
M.S. in Computer Science
Advisor: Prof. Srinivasan Keshav
Peking University, Beijing, China, 09/1992-07/1997
B.S. in Computer Science
Honors and AwardsBest Paper Award, ACM CoNEXT Conference, 2011.Faculty Fellowship #9 in Computer Science, The University of
Texas at Austin, 2008-2011.IEEE Senior Member, 2007.National Science Foundation Faculty Early Career Award, 2006.Two SIGCOMM 2003 papers selected for fast-track publication by
IEEE/ACM Transactions on Networking, 2003.Research Excellence Award, AT&T Labs-Research, 2001.Best Student Paper Award, USENIX Security Symposium, 2000.Gold Medal, 33rd International Mathematical Olympiad (IMO),
1992. First Prize, Chinese High School Mathematics Competition, 1991.
Work ExperienceThe University of Texas at Austin, Department of Computer Science,
Austin, TX, 09/2010-
Associate Professor. Working on network management, network
measurement, and security.The University of Texas at Austin, Department of Computer Science,
Austin, TX, 01/2005-08/2010
Assistant Professor. Worked on network management, network
measurement, and security.AT&T Labs-Research, Florham Park, NJ, 06/2001-12/2004
Senior Technical Staff Member (06/2001-04/2004), Senior Technical
Specialist (04/2004-12/2004). Worked on traffic engineering, network
measurement, streaming algorithms, routing, and anomaly
detection.AT&T Center for Internet Research at ICSI, Berkeley, CA, 06/1999-02/2001
Research Intern. Worked with Vern Paxson on network measurement and
intrusion detection.Cornell University, Computer Science Department, Ithaca, NY, 08/1998-06/1999
Research Assistant. Worked with Srinivasan Keshav on TCP
performance analysis and improvement.Bell Labs, Lucent Technologies, Holmdel, NJ, 06/1998-08/1998
Research Intern. Worked with Hong-Yi Tzeng on scalable atomic
multicast.Teaching ExperienceThe University of Texas at Austin, Dept. of Computer Science, Austin, TX, 01/2005--
Instructor for courses: CS356 Computer Networks (Fall 2007);
CS378 Network Measurement and Intrusion Detection (Fall 2006);
CS378 Advanced Computer Networks (Spring 2009);
CS386M Communication Networks (Fall 2005, Spring 2007, Spring 2008, Fall 2008);
CS395T Advanced Topics in Computer Networks (Spring 2006);
CS395T Network Measurement and Inference (Spring 2005).Cornell University, Computer Science Dept., Ithaca, NY, 08/1997-06/1998
Teaching Assistant for courses: CS410 Data Structures; CS211
Computers and Programming; CS099 Fundamental Programming
Concepts.Professional ActivitiesEditorial Board:Area Editor, ACM Computer Communication Review (CCR)Organization Committee Member: IEEE ICNP 2012 (TPC
Co-Chair), ACM SIGCOMM 2008 (Publicity Chair), ACM ANCS 2009
(Publicity Chair), ACM SIGMETRICS Workshop on Large-Scale Network
Inference (LSNI) 2005 (Organization and TPC Co-chair)Program Committee Member:ACM SIGCOMM (2011, 2010, 2009, 2007, 2006, 2004)ACM SIGMETRICS (2006)IEEE INFOCOM (2011, 2010, 2009, 2008, 2006, 2005, 2004)IEEE ICNP (2011, 2010, 2009, 2008)ACM/USENIX Internet Measurement Conference (IMC) (2008, 2007, 2005)ACM CoNEXT (2009)IEEE/ACM Symposium on Architectures for Networking and
Communications Systems (ANCS) (2008, 2007)International World Wide Web Conference (WWW) 2007ACM SIGMETRICS MineNet Workshop 2007IEEE International Conference on Communication Systems and Networks (COMSNETS) (2011, 2009)IEEE Automated Network Management Workshop (ANM) 2008International Conference on Security and Privacy in Communication Networks (SecureComm) 2008IEEE International Workshop on Quality of Service (IWQoS) 2007IFIP/IEEE International Symposium on Integrated Management (IM) 2007ACM Sigcomm Workshop on Internet Network Management (INM) (2007, 2006)IEEE International Conference on Distributed Computing Systems (ICDCS) 2006Passive and Active Measurement Conference (PAM) 2010International Teletraffic Congress (ITC) 2011Session chair: ACM SIGCOMM 2010, ACM SIGMETRICS 2006,
ACM/USENIX Internet Measurement Conference (IMC) 2005.GrantsCIF: Small: Compressive Network Analytics, Research Grant
CCF-1117009, National Science Foundation, Principal Investigator:
Yin Zhang, with Lili Qiu as co-PI, 09/01/2011--08/31/2014,
$500,000. NetSE: Small: Multi-Resolution Analysis of Network Matrices,
Research Grant CCF-0916309, National Science Foundation, Principal
Investigator: Yin Zhang, with Lili Qiu and Inderjit Dhillon as
co-PIs, 09/01/2009--08/31/2012.TC: Large: A Formal Platform for Analyzing Internet Routing,
Research Grant CNS-0910913, National Science Foundation, Principal
Investigator: Sandip Ray, with Warren A. Hunt, Jr. and Yin Zhang as
co-PIs, 09/01/2009--08/31/2011.NeTS: Small: Predictable Optimization of Opportunistic
Communication, Research Grant CNS-0916106, National Science
Foundation, Principal Investigator: Lili Qiu, with Yin Zhang as
co-PI, 09/01/2009--08/31/2012.CAREER: SMART -- A Scalable Monitoring, Analysis, and Response
Toolkit for the Internet, Research Grant CNS-0546720, National
Science Foundation, Principal Investigator: Yin Zhang,
09/01/2006--08/31/2011.Collaborative Research: NeTS--NBD: Traffic Engineering in an
Uncertain World, Research Grant CNS-0627020, National Science
Foundation, Principal Investigator: Yin Zhang, with Lili
Qiu and Simon Lam as co-PIs, 09/01/2006--08/31/2009.CSR--PDOS: Autonomic Systems: Integrating Machine Learning with
Computer Systems, Research Grant CNS-0615104, National Science
Foundation, Principal Investigator: Emmett Witchel, with
Vitaly Shmatikov, Yin Zhang, Peter Stone, and Raymond Mooney as
co-PIs, 08/01/2006--07/31/2009.Unrestricted Gift from AT&T's Virtual University Research
Initiative (VURI) for research on exploratory data mining in support
of network troubleshooting, Principal Investigator: Yin Zhang,
09/01/2009--present.Unrestricted Gift from AT&T's Virtual University Research
Initiative (VURI) for networking research, Principal Investigator:
Yin Zhang, 12/01/2008--present.RapidTrace: Rapid Traceback of Cyber Attacks, Grant from
Telcordia Technologies (subcontract from ARDA/DTO's Network Attack
Traceback program under Contract Number FA8750-05-C-0268),
Principal Investigator: Yin Zhang, 10/01/2005--3/30/2007.XML-based Information Dissemination, Grant from AT&T's Virtual
University Research Initiative (VURI), Principal
Investigator: Yin Zhang, 02/01/2006--01/31/2007.Unrestricted Gift from Cisco's Critical Infrastructure Assurance
Group (CIAG) (in support of network security research),
Principal Investigator: Yin Zhang, with Raymond Mooney as co-PI,
10/2006.Journal Papers
The following papers can be downloaded from
http://www.cs.utexas.edu/~yzhang/papers/Mikkel Thorup and Yin Zhang, "Tabulation Based 5-independent
Hashing with Applications to Linear Probing and Second Moment
Estimation," in SIAM Journal on Computing
(SICOMP), vol. 41, no. 2, pp. 293-331, 2012.Matthew Roughan, Yin Zhang, Walter Willinger and Lili Qiu,
"Spatio-temporal Compressive Sensing and Internet Traffic Matrices,"
in IEEE/ACM Transactions on Networking, vol. 20, no. 3,
pp. 662-676, June 2012.Matthew Roughan and Yin Zhang, "Symbiotic Inter-Domain Traffic
Engineering," in Telecommunication Systems, vol. 47,
no. 1-2, pp. 3-17, June 2011.Han Hee Song, Lili Qiu and Yin Zhang, "NetQuest: A Flexible
Framework for Large-Scale Network Measurement," in
IEEE/ACM Transactions on Networking, vol. 17, no. 1,
pp. 106-119, February 2009.Ying Zhang, Zihui Ge, Suhas Diggavi, Z. Morley Mao, Matthew
Roughan, Vinay Vaishampayan, Walter Willinger, and Yin Zhang,
"Internet Traffic and Multiresolution Analysis,"
IMS Collections, Volume 4, "Markov Processes and Related
Topics: A Festschrift for Thomas G. Kurtz,"
Stewart N. Ethier, Jin Feng, Richard H. Stockbridge, Editors,
2008Robert Schweller, Zhichun Li, Yan Chen, Yan Gao, Ashish Gupta,
Elliot Parsons, Yin Zhang, Peter Dinda, Ming-Yang Kao and Gokhan
Memik, "Reversible Sketches: Enabling Monitoring and Analysis over
High-speed Data Streams," in IEEE/ACM Transactions on
Networking, vol. 15, no. 5, pp. 1059-1072, October 2007.Lili Qiu, Yang Richard Yang, Yin Zhang and Scott Shenker, "On
Selfish Routing in Internet-like Environments," in
IEEE/ACM Transactions on Networking,
vol. 14, no. 4, pp. 725-738, August 2006.Matthew Roughan and Yin Zhang, "Secure Distributed Data Mining
and its Application in Large-Scale Network Measurements," in ACM
SIGCOMM Computer Communication Review (CCR), January 2006.Yin Zhang, Matthew Roughan, Carsten Lund and David Donoho,
"Estimating Point-to-Point and Point-to-Multipoint Traffic Matrices:
An Information-Theoretic Approach," in IEEE/ACM Transactions on
Networking, vol. 13, no. 5, pp. 947-960, October 2005.Lili Qiu, Yin Zhang and Srinivasan Keshav, "Understanding the
Performance of Many TCP Flows," Computer Networks, vol. 37,
no. 3-4, pp. 277-306, November 2001.Li-ang Zhang and Yin Zhang, "Approximation for Knapsack Problems
with Multiple Constraints," Journal of Computer Science and
Technology, vol. 14, no. 4, July 1999, Allerton Press, Inc.Yin Zhang and Zhuoqun Xu, "Concurrent Manipulation of Expanded
AVL Trees," Journal of Computer Science and Technology,
vol. 13, no. 4, July 1998, Allerton Press, Inc.Refereed Conferences
The following papers can be downloaded from
http://www.cs.utexas.edu/~yzhang/papers/Vacha Dave, Saikat Guha, and Yin Zhang, "Measuring and
Fingerprinting ClickSpam in Online Ad Networks," in Proceedings
of 2012 ACM SIGCOMM Conference, Helsinki, Finland, August
2012.Han Hee Song, Berkant Savas, Tae Won Cho, Vacha Dave, Zhengdong
Lu, Inderjit Dhillon, Yin Zhang, and Lili Qiu, "Clustered Embedding
of Massive Social Networks," in Proceedings of 2012 ACM
SIGMETRICS Conference, London, United Kingdom, June 2012.Ajay Mahimkar, Zihui Ge, Jia Wang, Jennifer Yates, Yin Zhang,
Joanne Emmons, Brian Huntley, and Mark Stockert, "Rapid Detection of
Maintenance Induced Changes in Service Performance,"
in Proceedings of the 7th International Conference on emerging
Networking EXperiments and Technologies (CoNEXT 2011), Tokyo,
Japan, December 2011. Best Paper Award recipient.Han Hee Song, Zihui Ge, Ajay Mahimkar, Jia Wang, and Jennifer
Yates, Yin Zhang, Andrea Basso, and Min Chen, "Q-score: Proactive
Service Quality Assessment in a Large IPTV System,"
in Proceedings of the Internet Measurement Conference (IMC
2011), Berlin, Germany, November 2011.Tianji Li, Mi Kyung Han, Apurv Bhartia, Lili Qiu, Eric Rozner,
and Yin Zhang, "CRMA: Collision-Resistant Multiple Access," in
Proceedings of the 17th Annual International Conference on Mobile
Computing and Networking (MobiCom 2011), Las Vegas, Nevada, USA,
September 2011.Han Hee Song, Zihui Ge, Ajay Mahimkar, Jia Wang, Jennifer Yates,
and Yin Zhang, "Analyzing IPTV Set-Top-Box Crashes,"
in Proceedings of the ACM SIGCOMM Workshop on Home Networks
(HomeNets 2011), Toronto, ON, Canada, August 2011.Eric Rozner, Mi Kyung Han, Lili Qiu, and Yin Zhang,
"Model-driven Optimization of Opportunistic Routing,"
in Proceedings of the 2011 ACM SIGMETRICS Conference, San
Jose, California, USA, June 2011.Wei Dong, Vacha Dave, Lili Qiu, and Yin Zhang, "Secure Friend
Discovery in Mobile Social Networks," in Proceedings of
the 30th IEEE International Conference on Computer Communications
(Infocom 2011), Shanghai, China, April 2011.Upendra Shevade, Yi-Chao Chen, Lili Qiu, Yin Zhang, Vinoth
Chandar, Mi Kyung Han, Han Hee Song, and Yousuk Seung, "Enabling
High-Bandwidth Vehicular Content Distribution," in Proceedings of
the 6th International Conference on emerging Networking EXperiments
and Technologies (CoNEXT 2010), Philadelphia, Pennsylvania, USA,
November 30 - December 3, 2010.Swati Rallapalli, Lili Qiu, Yin Zhang, and Yi-Chao Chen,
"Exploiting Temporal Stability and Low-Rank Structure for
Localization in Mobile Networks," in Proceedings of the 16th Annual
International Conference on Mobile Computing and Networking (MobiCom
2010), Chicago, Illinois, USA, September 2010.Ajay Mahimkar, Han Hee Song, Zihui Ge, Aman Shaikh, Jia Wang,
Jennifer Yates, Yin Zhang and Joanne Emmons, "Detecting the
Performance Impact of Upgrades in Large Operational Networks," in
Proceedings of the 2010 ACM SIGCOMM Conference, New Delhi,
India, August-September 2010.Ye Wang, Hao Wang, Ajay Mahimkar, Richard Alimi, Yin Zhang, Lili
Qiu and Yang Richard Yang, "R3: Resilient Routing Reconfiguration,"
in Proceedings of the 2010 ACM SIGCOMM Conference, New Delhi,
India, August-September 2010.Mikkel Thorup and Yin Zhang, "Tabulation Based 5-Universal
Hashing and Linear Probing," in Proceedings of SIAM Workshop on
Algorithm Engineering and Experiments (ALENEX 2010), Austin, TX,
USA, January 2010.Han Hee Song, Tae Won Cho, Vacha Dave, Yin Zhang and Lili Qiu,
"Scalable Proximity Estimation and Link Prediction in Online Social
Networks," in Proceedings of the ACM/USENIX Internet Measurement
Conference (IMC '09), Chicago, IL, USA, November 2009.Yin Zhang, Matthew Roughan, Walter Willinger and Lili Qiu,
"Spatio-Temporal Compressive Sensing and Internet Traffic Matrices,"
in Proceedings of the 2009 ACM SIGCOMM Conference, Barcelona,
Spain, August 2009.Ajay Mahimkar, Zihui Ge, Aman Shaikh, Jia Wang, Jennifer Yates,
Yin Zhang and Qi Zhao, "Towards Automated Performance Diagnosis in a
Large IPTV Network," in Proceedings of the 2009 ACM SIGCOMM
Conference, Barcelona, Spain, August 2009.Tae Won Cho, Michael Rabinovich, K. K. Ramakrishnan, Divesh
Srivastava and Yin Zhang, "Enabling Content Dissemination Using
Efficient and Scalable Multicast," in Proceedings of
the 28th IEEE International Conference on Computer Communications
(Infocom 2009), Rio de Janeiro, Brazil, April 2009.Navendu Jain, Praveen Yalagandula, Mike Dahlin and Yin Zhang,
"Self-Tuning, Bandwidth-Aware Monitoring for Dynamic Data Streams,"
in Proceedings of the 25th International Conference on Data
Engineering (ICDE 2009), Shanghai, China, March 29--April 4,
2009.Ajay Mahimkar, Jennifer Yates, Yin Zhang, Aman Shaikh, Jia Wang,
Zihui Ge and Cheng Tien Ee, "Troubleshooting Chronic Conditions in
Large IP Networks," in Proceedings of the ACM Conference on
emerging Networking EXperiments and Technologies (CoNEXT 2008),
Madrid, Spain, December 2008.Navendu Jain, Prince Mahajan, Dmitry Kit, Praveen Yalagandula,
Mike Dahlin and Yin Zhang, "Network Imprecision: A New Consistency
Metric for Scalable Monitoring", in Proceedings of the
8th USENIX Symposium on Operating Systems Design and Implementation
(OSDI 2008), San Diego, CA, USA, December 2008.Upendra B. Shevade, Han Hee Song, Lili Qiu and Yin Zhang,
"Incentive-Aware Routing in DTNs", in Proceedings of
the 16th IEEE International Conference on Network Protocols (ICNP
2008), Orlando, FL, USA, October 2008.Matthew Roughan and Yin Zhang, "GATEway: Symbiotic Inter-Domain
Traffic Engineering", in Proceedings of the 2nd
International Workshop on Game Theory in Communication Networks
(GameComm 2008), Athens, Greece, October 2008. Yi Li, Lili Qiu, Yin Zhang, Eric Rozner and Ratul Mahajan,
"Predictable Performance Optimization for Wireless Networks,"
in Proceedings of the 2008 ACM SIGCOMM Conference,
Seattle, WA, USA, August 2008.Yi Li, Lili Qiu, Yin Zhang, Ratul Mahajan, Zifei Zhong, Gaurav
Deshpande and Eric Rozner, "Effects of Interference on Wireless Mesh
Networks: Pathologies and a Preliminary Solution," in
Proceedings of the 6th ACM SIGCOMM Workshop on Hot Topics in
Networks (HotNets-VI), Atlanta, GA, USA, November 2007.Navendu Jain, Dmitry Kit, Prince Mahajan, Praveen Yalagandula,
Mike Dahlin and Yin Zhang, "STAR: Self-Tuning Aggregation for
Scalable Monitoring," in Proceedings of the 33rd International
Conference on Very Large Data Bases (VLDB 2007), Vienna,
Austria, September 2007.Lili Qiu, Yin Zhang, Feng Wang, Mi Kyung Han and Ratul Mahajan,
"A General Model of Wireless Interference," in Proceedings of the
13th Annual International Conference on Mobile Computing and
Networking (MobiCom 2007), Montreal, QC, Canada, September
2007.Ajay Mahimkar, Jasraj Dange, Vitaly Shmatikov, Harrick Vin and
Yin Zhang, "dFence: Transparent Network-based Denial of Service
Mitigation," in Proceedings of the 4th USENIX Symposium
on Networked System Design and Implementation (NSDI 2007),
Cambridge, Massachusetts, April 2007.Yi Li, Yin Zhang, Lili Qiu and Simon Lam, "SmartTunnel:
Achieving Reliability in the Internet," in Proceedings
of the 26th Annual IEEE Conference on Computer Communications
(Infocom 2007), Anchorage, Alaska, USA, May 2007.Hao Wang, Haiyong Xie, Lili Qiu, Yang Richard Yang, Yin Zhang
and Albert Greenberg, "COPE: Traffic Engineering in Dynamic
Networks," in Proceedings of the 2006 ACM SIGCOMM Conference,
Pisa, Italy, September 2006.Matthew Roughan and Yin Zhang, "Privacy-Preserving Performance
Measurements," in Proceedings of ACM SIGCOMM Workshop on Mining
Network Data (MineNet 2006), Pisa, Italy, September 2006.Han Hee Song, Lili Qiu and Yin Zhang, "NetQuest: A
Flexible Framework for Large-Scale Network Measurement," in
Proceedings of the 2006 ACM SIGMETRICS Conference, Saint-Malo,
France, June 2006.Stewart Yang, Jianping Song, Harish Rajamani, Tae Won Cho, Yin
Zhang and Raymond Mooney, "Fast and Effective Worm Fingerprinting
via Machine Learning," in Proceedings of the 3rd IEEE
International Conference on Autonomic Computing (ICAC 2006)
(poster), Dublin, Ireland, June 2006.Robert Schweller, Zhichun Li, Yan Chen, Yan Gao, Ashish Gupta,
Yin Zhang, Peter Dinda, Ming-Yang Kao and Gokhan Memik, "Reverse
Hashing for High-speed Network Monitoring: Algorithms, Evaluation,
and Applications," in Proceedings of the 25th Conference on
Computer Communications (Infocom 2006), Barcelona, Spain, April
2006.Navendu Jain, Praveen Yalagandula, Mike Dahlin and Yin Zhang,
"INSIGHT: A Distributed Monitoring System for Tracking Continuous
Queries," Work-in-Progress Session at SOSP 2005, Brighton,
United Kingdom, October 2005.Yin Zhang, Zihui Ge, Albert Greenberg and Matthew Roughan,
"Network Anomography," in Proceedings of the Internet
Measurement Conference (IMC '05), Berkeley, CA, USA, October
2005.Gene Moo Lee, Huiya Liu, Young Yoon and Yin Zhang, "Improving
Sketch Reconstruction Accuracy Using Linear Least Squares Method,"
in Proceedings of the Internet Measurement Conference
(IMC '05), Berkeley, CA, USA, October 2005.William Fenner, Michael Rabinovich, K. K. Ramakrishnan, Divesh
Srivastava and Yin Zhang, "XTreeNet: Scalable Overlay Networks for
XML Content Dissemination and Querying (Synopsis)," in
Proceedings of the International Workshop on Web Content Caching
and Distribution (WCW' 05), Sophia Antipolis, French Riviera,
France, September 2005.Yin Zhang and Zihui Ge, "Finding Critical Traffic Matrices,"
in Proceedings of the International Conference on
Dependable Systems and Networks (DSN '05), Yokohama, Japan, June
2005. Z. Morley Mao, Lili Qiu, Jia Wang and Yin Zhang, "On AS-level
Path Inference," in Proceedings of the 2005 ACM SIGMETRICS
Conference, Banff, Canada, June 2005. Yin Zhang, Sumeet Singh, Subhabrata Sen, Nick Duffield and
Carsten Lund, "Online Identification of Hierarchical Heavy Hitters:
Algorithms, Evaluation, and Applications," in Proceedings of the
Internet Measurement Conference (IMC '04), Taormina, Sicily,
Italy, October 2004.Haiyong Xie, Lili Qiu, Yang Richard Yang and Yin Zhang,
"On Self Adaptive Routing in Dynamic Environments,"
in Proceedings of the 12th IEEE International Conference on
Network Protocols (ICNP '04), Berlin, Germany, October
2004. David Goldenberg, Lili Qiu, Haiyong Xie, Yang Richard Yang and
Yin Zhang, "Optimizing Cost and Performance for Multihoming,"
in Proceedings of the 2004 ACM SIGCOMM Conference,
Portland, Oregon, USA, August 2004.Mikkel Thorup and Yin Zhang, "Tabulation Based 4-Universal
Hashing with Applications to Second Moment Estimation," in
Proceedings of the ACM-SIAM Symposium on Discrete Algorithms
(SODA '04), New Orleans, Louisiana, USA, January 2004.Balachander Krishnamurthy, Subhabrata Sen, Yin Zhang and Yan
Chen, "Sketch-based Change Detection: Methods, Evaluation, and
Applications," in Proceedings of the 1st ACM/USENIX Internet
Measurement Conference (IMC '03), Miami, Florida, USA, October
2003.Matthew Roughan, Mikkel Thorup and Yin Zhang, "Traffic
Engineering with Estimated Traffic Matrices," in Proceedings of
the 1st ACM/USENIX Internet Measurement Conference (IMC '03),
Miami, Florida, USA, October 2003.Yin Zhang, Matthew Roughan, Carsten Lund and David Donoho, "An
Information-Theoretic Approach to Traffic Matrix Estimation," in
Proceedings of the 2003 ACM SIGCOMM Conference, Karlsruhe,
Germany, August 2003. (Selected for fast-track publication by
IEEE/ACM Transactions on Networking.)Lili Qiu, Yang Richard Yang, Yin Zhang and Scott Shenker, "On
Selfish Routing in Internet-like Environments," in Proceedings of
the 2003 ACM SIGCOMM Conference, Karlsruhe, Germany, August
2003. (Selected for fast-track publication by IEEE/ACM Transactions
on Networking.)Yin Zhang, Matthew Roughan, Nick Duffield and Albert Greenberg,
"Fast Accurate Computation of Large-Scale IP Traffic Matrices from
Link Loads," in Proceedings of the 2003 ACM SIGMETRICS
Conference, San Diego, California, USA, June 2003.Matthew Roughan, Mikkel Thorup and Yin Zhang, "Performance of
Estimated Traffic Matrices in Traffic Engineering," in
Proceedings of the 2003 ACM SIGMETRICS Conference (extended
abstract), San Diego, California, USA, June 2003.Balachander Krishnamurthy, Craig Wills, Yin Zhang and Kashi
Vishwanath, "Design, Implementation, and Evaluation of a Client
Characterization Driven Web Server," in Proceedings of the 12th
International World Wide Web Conference (WWW '2003), Budapest,
Hungary, May 2003.Matthew Roughan, Albert Greenberg, Charles R. Kalmanek, Michael
Rumsewicz, Jennifer Yates and Yin Zhang, "Experience in Measuring
Backbone Traffic Variability: Models, Metrics, Measurements and
Meaning," in Proceedings of the 18th International Teletraffic
Congress (ITC '2003), Berlin, Germany, September 2003.Matthew Roughan, Albert Greenberg, Charles R. Kalmanek, Michael
Rumsewicz, Jennifer Yates and Yin Zhang, "Experience in Measuring
Backbone Traffic Variability: Models, Metrics, Measurements and
Meaning," in Proceedings of the ACM SIGCOMM Internet Measurement
Workshop (IMW '2002) (extended abstract), Marseille, France,
November 2002.Jennifer Rexford, Jia Wang, Zhen Xiao and Yin Zhang, "BGP
Routing Stability of Popular Destinations," in Proceedings of the
ACM SIGCOMM Internet Measurement Workshop (IMW '2002), Marseille,
France, November 2002.Balachander Krishnamurthy, Craig Wills and Yin Zhang,
"Preliminary Measurements on the Effect of Server Adaptation for Web
Content Delivery," in Proceedings of the ACM SIGCOMM Internet
Measurement Workshop (IMW '2002) (extended abstract), Marseille,
France, November 2002.Yin Zhang, Lee Breslau, Vern Paxson and Scott Shenker, "On the
Characteristics and Origins of Internet Flow Rates," in
Proceedings of the 2002 ACM SIGCOMM Conference, Pittsburgh,
Pennsylvania, USA, August 2002. Yin Zhang, Nick Duffield, Vern Paxson and Scott Shenker, "On the
Constancy of Internet Path Properties," in Proceedings of the ACM
SIGCOMM Internet Measurement Workshop (IMW'2001), San Francisco,
California, USA, November 2001.Balachander Krishnamurthy, Craig Wills and Yin Zhang, "On the
Use and Performance of Content Distribution Networks," in
Proceedings of the ACM SIGCOMM Internet Measurement Workshop
(IMW'2001), San Francisco, California, USA, November 2001.Yin Zhang and Vern Paxson, "Detecting Backdoors," in
Proceedings of the 9th USENIX Security Symposium, Denver, Colorado, USA,
August 2000. Best Student Paper Award recipient.Yin Zhang and Vern Paxson, "Detecting Stepping Stones," in
Proceedings of the 9th USENIX Security Symposium, Denver,
Colorado, USA, August 2000.Yin Zhang, Lili Qiu and Srinivasan Keshav, "Speeding Up Short
Data Transfers: Theory, Architectural Support, and Simulation
Results," in Proceedings of the 10th International Workshop on
Network and Operating System Support for Digital Audio and Video
(NOSSDAV '2000), Chapel Hill, North Carolina, USA, June
2000.Lili Qiu, Yin Zhang and Srinivasan Keshav, "On Individual and
Aggregate TCP Performance," in Proceedings of the 7th IEEE
International Conference on Network Protocols (ICNP '99),
Toronto, Canada, November 1999.Yin Zhang and Vern Paxson, "Stepping Stone Detection," New
Research Session, ACM SIGCOMM '99, Boston, Massachusetts,
USA, September 1999.PatentsBalachander Krishnamurthy, Subhabrata Sen, Yin Zhang and Yan
Chen, "Method and apparatus for sketch-based detection of changes in
network traffic", US Patent No. 7,751,325, July 6, 2010.Kadangode Ramakrishnan, William Fenner, Michael Rabinovich,
Divesh Srivastava and Yin Zhang, "Method and systems for content
access and distribution," US Patent No. 7,623,534, November 24,
2009.Nick Duffield, Albert Greenberg, John Klincewicz, Matthew
Roughan and Yin Zhang, "Traffic Matrix Estimation Method and Apparatus,"
US Patent No. 7,574,506, August 11, 2009.Kartikeya Chandrayana, Matthew Roughan, Subhabrata Sen and Yin
Zhang, "Load Balancing Techniques for Inter-domain Traffic Engineering,"
US Patent No. 7,467,224, December 16, 2008.Nick Duffield, Carsten Lund, Subhabrata Sen, Yin Zhang and Sumeet Singh,
"Methods and Apparatus for Detection of Hierarchical Heavy Hitters,"
US Patent No. 7,437,385, October 14, 2008.Nick Duffield, Carsten Lund, Subhabrata Sen and Yin Zhang,
"Methods and Apparatus for Space Efficient Adaptive Detection of
Multidimensional Hierarchical Heavy Hitters,"
US Patent No. 7,424,489, September 9, 2008.Nick Duffield, Albert Greenberg, John Klincewicz, Matthew
Roughan and Yin Zhang, "Traffic Matrix Estimation Method and Apparatus,"
US Patent No. 7,293,086, November 6, 2007.Hong-Yi Tzeng and Yin Zhang, "Scalable Atomic Multicast,"
US Patent No. 6,959,323, October 25, 2005.Zihui Ge, Albert Greenberg, Matthew Roughan and Yin Zhang,
"Method and Apparatus for Network-level Anomaly Inference,"
Docket Number 2005-0201, filed in December 2005.Morley Mao, Lili Qiu, Jia Wang and Yin Zhang,
"A Method and Apparatus for Inferring Network Paths,"
Docket Number 2005-0126, filed in June 2005.Balachander Krishnamurthy, Subhabrata Sen, Yin Zhang and Yan
Chen, "Sketch-based Change Detection in Massive Data Streams," Docket
Number 2003-0219, filed in August 2003.Balachander Krishnamurthy and Yin Zhang, "P4P: Proxies for P2P
Systems," Docket Number 2002-0159, filed in June 2002.Selected Talks
The following presentations can be downloaded from
http://www.research.att.com/~yzhang/talks/"Interference-Aware Wireless Network Optimization," IPAM
Workshop on New Mathematical Frontiers in Network Multi-Resolution
Analysis, Los Angeles, CA, USA, November 2008.
"COPE: Traffic Engineering in Dynamic Networks," ACM SIGCOMM
'2006, Pisa, Italy, September 2006."Experimental Design for Practical Network Diagnosis," MSR
EdgeNet 2006, Snoqualmie, WA, USA, June 2006."Practical Traffic Engineering in ISP Networks," MSR
Asia, Beijing, China, May 2006."Xtreenet: A Scalable Unified Overlay Network for XML Content
Access and Distribution," AT&T Labs 2006 University
Collaborations Symposium, Florham Park, NJ, USA, August 2006."Network Anomography," ACM/USENIX Internet Measurement
Conference (IMC '2005), Berkeley, CA, USA, October 2005."Online Identification of Hierarchical Heavy Hitters,"
ACM/USENIX Internet Measurement Conference (IMC '2004),
Taormina, Sicily, Italy, October 2004."Sketch-based Change Detection," ACM/USENIX Internet
Measurement Conference (IMC '2003), Miami, Florida, USA, October
2003."Tomo-gravity," ACM SIGMETRICS '2003, San Diego,
California, USA, June 2003."On the Effect of Server Adaptation for Web Content Delivery,"
ACM SIGCOMM Internet Measurement Workshop (IMW '2002),
Marseille, France, November 2002."On the Characteristics and Origins of Internet Flow Rates,"
ACM SIGCOMM '2002, Pittsburgh, Pennsylvania, USA, August
2002."On the Constancy of Internet Path Properties," ACM SIGCOMM
Internet Measurement Workshop (IMW '2001), San Francisco,
California, USA, November 2001."On the Use and Performance of Content Distribution Networks,"
ACM SIGCOMM Internet Measurement Workshop (IMW '2001), San
Francisco, California, USA, November 2001."Detecting Backdoors and Stepping Stones," USENIX Security
Symposium, Denver, Colorado, USA, August 2000."Speeding Up Short Data Transfers: Theory, Architectural
Support, and Simulation Results, " NOSSDAV '2000, Chapel Hill,
North Carolina, USA, June 2000."Stepping Stone Detection," New Research Session,
SIGCOMM'99, Boston, Massachusetts, USA, September 1999.Students
I am fortunate to work closely with the following excellent students:
Tae Won Cho (2010), first employment: AT&T Labs.Ajay A. Mahimkar (2010), first employment: AT&T Labs-Research.Upendra B. Shevade (2010), first employment: Amazon.Yi Li (2008), first employment: VMWare.References
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