MARK E. CROVELLA
`
`Date of Birth: October 28, 1959
`Location: Buffalo, New York, USA
`Nationality: USA
`
`Current as of July 21, 2015
`
`EDUCATION
`
`Computer Science Department
`Boston University
`111 Cummington St
`Boston, MA 02215
`Office: (617) 353-8923
`Department: (617) 353-8919
`
`Ph.D. Computer Science, University of Rochester, October 1994.
`M.S. University of Rochester, May 1991.
`M.S. State University of New York at Buffalo, May 1990.
`B.S. Cornell University, May 1982.
`
`PROFESSIONAL EXPERIENCE
`
`Professor and Chair Department of Computer Science, Boston University, July 2013 to present; Profes-
`sor September 2006 to present; Associate Professor September 2000 – September 2006; Assistant
`Professor September 1994 – September 2000. On leave September 2000 to September 2001.
`Chief Scientist Guavus, Inc., February 2012 to present.
`Visiting Associate Professor Laboratoire d’Informatique de Paris 6 (LIP6). August 2003 to August
`2004.
`Technical Director Network Appliance, Tewksbury, MA. November 2000 to April 2002.
`Chief Architect Webmanage Technologies, Chelmsford, MA. May 2000 to acquisition by Network Ap-
`pliance in November 2000.
`Lead Research Scientist epicRealm, Inc., Richardson, TX. January to May 2001.
`Senior Computer Scientist Calspan Corporation, Buffalo, NY. August 1984 to August 1994.
`
`HONORS
`
`Innovator of the Year, 2014, Boston University.
`IETF/IRTF Applied Networking Research Prize for “Routing State Distance: A Path-based Metric
`for Network Analysis,” ACM Internet Measurement Conference (IMC), 2012.
`Best Student Paper Award for “Intrusion as (Anti)social Communication: Characterization and Detec-
`tion,” ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2012.
`IEEE Fellow, 2011, “For contributions to the measurement and analysis of networks and distributed
`systems.”
`ACM Fellow, 2010, “For contributions to the measurement and analysis of networks and distributed
`systems.”
`ACM SIGMETRICS Test of Time Award for “Self-Similarity in World Wide Web Traffic: Evidence
`and Possible Causes,” (with Azer Bestavros). One of the three inaugural Test of Time Awards given
`by SIGMETRICS in 2010. The award is given for a paper published between 1973 and 1999 that
`has had the greatest impact over the subsequent period.
`RPX Exhibit 1103
`RPX v. AIT
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`MarkE.Crovella
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`CNRS Fellowship, Centre National de la Recherche Scientifique (Department Sciences et Technologies
`de l’Information et de la Communication), for 2003-2004 academic year as Visiting Associate Pro-
`fessor at Laboratoire d’Informatique de Paris 6 (LIP6).
`NSF CAREER Award, 1995.
`ARPA Fellowship in High Performance Computing, 1993-1994.
`DARPA Parallel Processing Fellowship, 1992-1993.
`EDITORIAL BOARDS
`
`Editor, Computer Communication Review, 2005 – 2008.
`Editor, Computer Networks, 2004 – 2005.
`Editor, IEEE/ACM Transactions on Networking, 2000 – 2006.
`Editor, IEEE Transactions on Computers, 2000 – 2004.
`
`FUNDING
`
`“Structural Matrix Completion for Data Mining Applications,” NSF CISE/III Small, 9/1/14 – 8/31/17,
`$499,702 with 1 other PI.
`“Understanding Communication Strategies for Ad Hoc Networks,” NSF CISE/CNS NeTS Small, 8/1/11
`– 7/31/14, $390,853.
`“Information and Software Assurance: A Coordinated Approach to Cyber-Situation Awareness Based
`on Traffic Anomaly Detection,”, DoD ARO, 9/1/2011 - 8/31/2015, $800,000 with 3 other PIs.
`“Securing the Open Softphone,” NSF CISE/CNS TC Large, 7/1/10 – 6/30/15, $2,992,896, with 8 other
`PIs. REU Supplement, 4/13/11 – $73,125.
`“New Directions in Network Dimensionality Reduction for Routing and Beyond,” NSF CISE/CNS NeTS
`Small, 7/1/10 – 6/30//13, $450,000.
`“Wide-Aperture Traffic Analysis for Internet Security,” NSF CISE/CNS TC Medium, 9/1/09 – 8/31/13,
`$723,053, with 2 other PIs.
`Sponsoring Advisor for Postdoctoral Fellow under the Computing Innovations Fellowship Program, NSF
`CIF, 9/1/09 – 8/31/11, $267,500.
`“Passive Methods for Internet Topology Discovery,” National Geospatial Intelligence Agency, 8/1/09 –
`7/31/12, $360,000.
`“Instrumentation and Measurement for GENI,” NSF/BBN, 8/1/08 – 8/31/11, $80,932
`“Whole-Network Anomaly Diagnosis,” Intel, 1/1/05 – 12/31/07, $158,000.
`“Coordinate Systems for the Internet,” NSF CISE/ANI, 8/15/03 – 7/31/06, $222,035.
`“Collaborative Research: Modular Strategies for Global internetwork Monitoring,” with 6 other PIs,
`NSF CISE/CCR ITR, 9/1/03 – 8/31/08, $1,994,513.
`“Research Support for IP Network Characterization,” Sprint Advanced Technology Laboratories, 9/1/03
`– 8/31/04, $29,592.
`“Research Support for IP Network Characterization,” with 3 other PIs, Sprint Advanced Technology
`Laboratories, 9/1/02 – 8/31/03, $80,000.
`“A Control Theoretic Approach to the Design of Internet Traffic Managers,” with 3 other PIs, NSF
`CISE/ANIR, 9/1/01 – 8/31/05, $719,994.
`“Diagnosis and Control of Network Variability by Massively Accessed Servers,” with 2 other Principal
`Investigators, NSF CISE/ANI, 9/1/00 – 8/31/05, $1,210,768.
`“Wide Area Web Measurement,” GTE Laboratories, 9/1/00 – 8/31/01, $20,000.
`“Wide Area Web Measurement,” Xerox PARC, 9/1/99 – 8/31/00, $15,000.
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`MarkE.Crovella
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`“COMMONWEALTH: Architecture and Protocols for Scalable WWW Service,” with 2 other Principal
`Investigators, NSF CISE/CCR Experimental Software Systems, 7/15/97 – 6/30/00, $590,087.
`“Research Support for Network Performance Characterization, Analysis, and Evaluation,” Principal In-
`vestigator, Hewlett-Packard Company, 9/1/96 – 9/1/97: $69,404. Renewed for 9/1/97 – 9/1/98:
`$88,154. Renewed for 9/1/98 – 9/1/99: $29,873.
`“Practical Performance Prediction for Parallel Programmers,” Principal Investigator, NSF CISE/CCR
`CAREER, 9/1/95 – 5/31/98, $91,066
`“Research Infrastructure for Parallel and Distributed Systems: Real-Time, Multimedia, and High-Performance,”
`with 4 other Principal Investigators, NSF CISE Institional Infrastructure, $874,019
`“Research Instrumentation for Real-Time, Multimedia and High-Performance Computing in Distributed
`Systems,” with 4 other Principal Investigators, NSF CISE IGR, $142,744
`“Graduate Assistantships in High Performance Computing,” with 5 other Principal Investigators, US
`Dept. of Education, 9/1/95 – 8/31/98, $354,645
`
`PROFESSIONAL AFFILIATIONS
`
`Association for Computing Machinery (Fellow)
`IEEE (Fellow)
`ACM SIGCOMM and SIGMETRICS
`IEEE Computer Society and Communication Society
`
`INVITED CONFERENCE TALKS
`
`Invited Speaker, Workshop on Mathematics of Data Analysis in Cybersecurity, ICERM, Brown Univer-
`sity, October 24, 2014.
`Invited Speaker, 51st Annual Allerton Conference on Communication, Control, and Computing, Univer-
`sity of Illinois at Urbana-Champaign, October 3, 2013.
`Invited Speaker, Network Links: Connecting Social, Communication and Biological Network Analysis,
`Institute for Mathematics and its Applications (IMA), Minneapolis, MN, February 29, 2012.
`Invited Speaker, Statistics of Networks Workshop, Isaac Newton Institute for Mathematical Sciences,
`Cambridge, UK, June 24-25, 2010.
`Keynote Speaker, NetEval 2009 Workshop, The First Workshop on Performance Evaluation of Next-
`Generation Networks, Boston, MA, April 26, 2009.
`Keynote Speaker, 2006 Euro-NGI Workshop on Visions of Future Generation Networks (EuroView2006),
`W¨urzburg, Germany, August 1, 2006.
`Invited Speaker, Maryland Hybrid Networks Center, Advanced Networks Colloquium Series, University
`of Maryland, December 16, 2005.
`Keynote Speaker, Workshop on End-to-End Monitoring Techniques and Services (E2EMON), Nice,
`France, May 15, 2005.
`Invited Speaker, Workshop on Internet Measurement, Modeling, and Analysis, Statistical Research Cen-
`ter for Complex Systems (SRCCS), Seoul National University, Seoul, South Korea, January 11,
`2005.
`Invited Speaker, Workshop on Measurement, Modeling and Analysis of the Internet, Institute for Mathe-
`matics and its Applications (IMA), Minneapolis, MN, January 12, 2004.
`Keynote Speaker, First Workshop on Performance of Computational Systems and Communication, part
`of the XXII Congress of the Brazilian Computer Society, Florianopolis, Brazil, July 18, 2002.
`Invited Speaker, Institute for Pure and Applied Mathematics (IPAM) Program on Large Scale Commu-
`nication Networks, Los Angeles, CA, March 18-22, 2002.
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`MarkE.Crovella
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`Invited Speaker, DIMACS Workshop on Internet and WWW Measurement, Mapping and Modeling, New
`Brunswick, NJ, February 13-15, 2002.
`Invited Speaker, Workshop on Job Scheduling Strategies for Parallel Processing, Cambridge, MA, June
`16, 2001.
`Invited Speaker, COST 257 Final Conference, W¨urzburg, Germany.
`Invited Plenary Speaker, Performance Tools 2000: The 11th International Conference on Modelling
`Techniques and Tools for Computer Performance Evaluation, Schaumburg, Illinois, March 27 - 31,
`2000.
`Invited Speaker, Institute for Mathematics and Its Applications Workshop: “Scaling Phenomena in Com-
`munication Networks,” Minneapolis, MN, October 22-24, 1999.
`Invited Speaker, Boston University Minority Engineers’ Society, 2nd Annual Technical Exposition,
`Boston, MA, April 10, 1999.
`Invited Speaker, Workshop on Intelligent Internet Infrastructure, IBM T.J. Watson Laboratory, Yorktown
`Heights, NY, March 22, 1999.
`Invited Speaker, Workshop on Architectures, Performance, and Applications in Globally Distributed
`Web Services, Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil, March 11 - 12,
`1998.
`Invited Speaker, Long-Range Dependence and Self-Similar Network Traffic Session, Winter Simulation
`Conference, Atlanta, GA, Dec. 7-10, 1997
`Invited Speaker, DIMACS/NSF Workshop on “End-to-End Network Modeling and Simulations,” Prince-
`ton University, Princeton, NJ, October 23-25, 1997.
`Invited Panelist, Hot Topic Session On Traffic Characterization, ITC-15, Washington DC, June 22-27,
`1997
`Invited Speaker, IFIP Working Group 7.3 Workshop, June 19-20, Orcas Island, WA.
`Invited Panelist, “Engineering Implications of Long-Range Dependence in Teletraffic Data,” MASCOTS
`’97, January 1997, Haifa, Israel
`Invited Speaker, Applied Probability Session of Informs, the Operations Research Society, May 1997,
`San Diego, CA.
`Invited Speaker, Joint Research Conference on Statistics in Quality, Industry and Technology, May 29-
`31 1996, NIST, Gaithersburg, MD. Sponsored by the American Statistical Association, the Institute
`of Mathematical Statistics, E. I. du Pont, and the National Institute of Standards and Technology.
`
`PROFESSIONAL ACTIVITIES
`
`Executive Steering Committee of the Hariri Institute for Computing and Computational Science & En-
`gineering.
`Member of the External Review Visiting Committee for the Department of Computer Science at Amherst
`College, February 2013.
`Organized Workshop: “GPU Programming with CUDA” at Boston University, July 24, 2012.
`Member, SIGCOMM Rising Star Award Selection Committee, 2011.
`Chair, SIGCOMM Test of Time Award Selection Committee, 2011.
`Team Mentor for Conrad Awards, Cyber Security Challenge 2011.
`External Judge for FCC’s Open Internet Apps Challenge, 2011.
`General Co-Chair, CoNEXT 2011.
`Internet2 perfSONAR Workshop, Executive Committee, 2010.
`Chair, ACM SIGCOMM 2007–2009.
`Program Co-Chair, IFIP Networking 2010.
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`MarkE.Crovella
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`Internet2 Network Research Strategic Planning Team, 2009-present.
`Internet2 Network Research Review Committee, http://www.internet2.edu/networkresearch/
`nrrc.html, 2009-present.
`Advisory Board of CRAWDAD (Community Resource for Archiving Wireless Data At Dartmouth).
`Steering Committee, Passive and Active Measurement Workshop (PAM), 2004-2006.
`General Chair, Passive and Active Measurement Workshop (PAM) 2005.
`Steering Committee, Internet Measurement Conference, 2003-2007.
`ACM SIGCOMM Executive Committee, Award Committee Chair, 2003-2006.
`Program Committee Chair, Internet Measurement Conference 2003.
`Co-organizer (with C. Lindemann and M. Reiser), Workshop on Internet Performance Modeling, Dagstuhl
`Castle, Germany, September 26-29, 1999.
`Co-organizer (with five others), BU/NSF Workshop on Internet Measurement, Instrumentation, and
`Characterization; Boston University, August 30, 1999.
`Tutorials Chair, SIGMETRICS ’99, Atlanta GA.
`Program Committees:
`• SIGCOMM: 2002, 2006, 2008, 2012
`• SIGMETRICS: 1999, 2000, 2002, 2007, 2009, 2010, 2011, 2012, 2014
`• CoNEXT: 2005, 2007, 2010, 2011
`• Internet Measurement Conference: 2002, 2004, 2007, 2010, 2012, 2015
`• Intelligent Systems for Molecular Biology (ISMB)v: 2015
`• First IMC Workshop on Internet Visualization: 2012
`• Performance: 2011
`• Passive and Active Measurement Workshop (PAM): 2009, 2010
`• Infocom: 2009 (TPC Area Chair), 2010 (TPC Area Chair)
`• IFIP Networking: 2009
`• NetEval: 2009
`• HotMetrics: 2008
`• E2EMON: 2007
`• First Workshop on Experimental Computer Science: 2007
`• Workshop on Mining Network Data (MineNet-06): 2006
`• Workshop on Large Scale Network Inference: 2005
`• WWW Conference: 2000, 2001, 2002
`• 6th Global Internet Symposium: 2001
`• 6th International Workshop on Web Caching and Content Distribution: 2001
`• Workshop on Caching, Coherence and Consistency: 2001
`• Workshop on Network-Related Data Management: 2001
`• ITC Specialist Seminar on IP Traffic Management and Modeling: 2000
`• SPIE Performance and Control of Network Systems Conference: 1998, 1999
`• 18th International Conference on Distributed Computing Systems (ICDCS-98): 1998
`• Third IEEE Workshop on Services in Distributed and Networked Environments (SDNE ’96):
`1996
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`MarkE.Crovella
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`TUTORIALS AND SHORT COURSES
`
`6
`
`“Data Mining for Measurement Data,” presented at the 5th PhD School on Traffic Monitoring
`and Analysis, associated with the 7th International Workshop on Traffic Monitoring and Anal-
`ysis, Barcelona, April 21-22, 2015. Available at https://github.com/mcrovella/
`mining-low-dim-network-data.
`“Traffic Modeling: Methods and Results for Single Links and Whole Networks,” presented at SIG-
`COMM 2004, Portland OR.
`“Traffic Modeling,” short course presented at Aalborg University, February 2, 2004.
`“Performance Characteristics of World Wide Web Information Systems,” presented at SIGMETRICS
`’97, Seattle WA, June 1997; SIGMETRICS ’98, Madison WI, June 1998; and Performance Tools
`’98, Palma de Mallorca, Spain, September 1998.
`
`CONSULTING
`
`Member of the Technical Advisory Board, Guavus, Inc. 2006 to present.
`Consultant, Fujitsu Laboratories of America, Sunnyvale, CA. 2002 to 2004.
`Consultant and Expert Witness, in litigation cases involving software patents, software trade secrets,
`and intellectual property. Ongoing.
`Member of the Technical Advisory Board, epicRealm, Inc., Richardson, TX. March 2000 to May
`2001.
`Consultant and Member of the Technical Advisory Board, WebManage Technologies, Inc., Chelms-
`ford MA. July 1999 to November 2000.
`Founder and Principal Technical Officer, Commonwealth Network Technologies, Inc., Boston MA.
`Incorporated April 27, 1998; acquired by WebManage Technologies, October 12, 1999.
`Consultant and Member of the Technical Advisory Board, VitalSigns Software Inc., Santa Clara, CA;
`acquired by International Network Services, Inc.; now part of Lucent. November 1996 to October
`1999.
`
`PATENTS
`
`Method and Apparatus for Whole-Network Anomaly Diagnosis and Method to Detect and Classify Net-
`work Anomalies Using Traffic Feature Distributions, US Patent # 8,869,276, issued October 21,
`2014.
`Compressed Set Representation for Sets as Measures in OLAP Cubes, US Patent # 8,533,167, issued
`September 10, 2013.
`Method and Apparatus for Dynamic Resource Discovery and Information Distribution in a Data Net-
`work, US Patent # 7,747,741, issued June 29, 2010.
`System for Creating and Distributing Prioritized List of Computer Nodes Selected as Participants in a
`Distribution Job, US Patent # 7,346,682, issued March 18, 2008.
`Method and Apparatus for Election of Group Leaders in a Distributed Network, US Patent # 6,993,587,
`issued January 31, 2006.
`Method and Apparatus for Scalable Distribution of Information in a Distributed Network, US Patent
`# 6,748,447, issued June 8, 2004.
`Method and Apparatus for Reliable and Scalable Distribution of Data Files in Distributed Networks, US
`Patent # 6,718,361, issued April 6, 2004. European Patent # EP1305924 issued March 31, 2010.
`Distributed Routing, US Patent # 6,370,584, issued April 9, 2002.
`Method and Apparatus for Assigning Tasks in a Distributed Server System, US Patent # 6,223,205, issued
`April 24, 2001.
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`MarkE.Crovella
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`DOCTORAL STUDENTS
`
`7
`
`Andrej Cvetkovski, Ph.D. May 2013. “Graph Embeddings for Low-Stretch Greedy Routing.”
`Gonca G¨ursun, Ph.D. March 2013. “Inferring Hidden Features in the Internet.”
`Vijay Erramilli, Ph.D. December 2008. “Forwarding in Mobile Opportunistic Networks.”
`Nahur Fonseca, Ph.D. December 2008. “Stochastic Modeling Applied to Detection Problems in Net-
`work Protocols and Traffic.”
`Anukool Lakhina, Ph.D. August 2006. “Network-Wide Traffic Analysis: Methods and Applications.”
`Jun Liu, Ph.D. August 2002. “Characterizing Network Elements and Paths Using Packet Loss Behav-
`ior.”
`Paul Barford, Ph.D. June 2000. “Modeling, Measurement and Performance of World Wide Web Trans-
`actions.”
`Robert L. Carter, Ph.D. January 1998. “Performance Measurement and Prediction in Packet-Switched
`Networks: Techniques and Applications.”
`
`OTHER DOCTORAL STUDENTS ADVISED
`
`Bimal Viswanath, Ph.D, summer 2015.
`Yonjun Liao, Ph.D., January 2013, “Learning to Predict End-to-End Network Performance.” Universit´e
`de Li`ege, Belgium, Member of the Jury.
`Diana Zeaiter Joumblatt, Ph.D., December 2012, “Prediction of User Dissatisfaction with Internet Ap-
`plication Performance at End-Hosts.” Universit´e Pierre et Marie Curie, Rapporteur.
`Chrisil Arackaparambil, Ph.D., July 2011, “Anomaly Detection in Network Streams Through a Distri-
`butional Lens.” Dartmouth College, Member of the Examining Committee.
`Italo Cunha, Ph.D., July 2011, “Tracking Internet Routes and Path Reachability for Network Tomogra-
`phy.” Universit´e Pierre et Marie Curie (U. Paris VI), Rapporteur.
`Hung Nguyen, Ph.D., February 2008, “User-level Internet Tomography and Overlay Routing.” Ecole
`Polytechnique F´ed´erale de Lausanne (EPFL), Rapporteur.
`Benoit Donnet, Ph.D., September 2006, “Algorithms for Large-Scale Topology Discovery.” Universit´e
`Pierre et Marie Curie (U. Paris VI), Pr´esident du Jury.
`David Chua, Ph.D. (Mathematics), May 2006, “Statistical Analysis for Whole Networks.” Second Reader.
`Stilian Stoev, Ph.D. (Mathematics) May 2005.
`Abhishek Kumar, Ph.D., October 2005, “Network Data Streaming: Algorithms for Network Monitoring
`and Coordination.” Georgia Tech, Committee Member.
`Marjan Bozinovski, Ph.D., May 2004, “Fault-Tolerant Platforms for IP-Based Session Control Sys-
`tems.” Aalborg University, Committee Member.
`Artur Ziviani, Ph.D. December 2003, “Qualit´e de Service et Localisation d’Hotes.” University of Paris
`VI, Examinateur.
`Liang Guo, Ph.D. April 2003, “Size-Aware Scheduling of TCP Flows.” Second Reader.
`Alberto Medina, Ph.D. March 2003, “Practical Estimation of Internet Traffic Demands.” Third Reader.
`Vladas Pipiras, Ph.D. (Mathematics) April 2002, “Symmetric Stable Self-Similar Processes.” Third
`Reader.
`Khaled A. Harfoush, Ph.D. November 2001, “A Framework for End-to-End Characterization of Metric-
`Induced Network Topologies.” Committee Member.
`Santiago M. Pericas-Geertsen, Ph.D. November 2001, “XML-Fluent Mobile Agents.” Committee Mem-
`ber.
`Alia K. Atlas, Ph.D. August 1998, “Statistical Rate Monotonic Scheduling.” Second Reader.
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`MarkE.Crovella
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`8
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`Ghulam Bhatti, Ph.D. January 1998, “Parallel and Distributed Discrete Event Simulation: An Event-
`Reservation Approach.” Second Reader.
`Sulaiman Mirdad, Ph.D. June 1997, “WebWave: Globally Load-Balanced, Fully-Distributed Caching”.
`Second Reader.
`Gi Tae Kim, Ph.D. June 1997, “Framework for Adaptive Forward Erasure Recovery (AFER) for Fault-
`Tolerant Real-Time Communications”. Second Reader.
`Carlos Cunha, Ph.D. June 1997, “Trace Analysis and its Application to Performance Enhancements of
`Distributed Information Systems”. Second Reader.
`Susan Nagy, Ph.D. April 1997, “Admission Control and Scheduling Strategies for Real-Time Database
`Systems”. Second Reader.
`Vadim Teverovksy, Ph.D. February 1997 (Mathematics), “Detection and Estimation of Long-Range De-
`pendence.” Third Reader.
`Euthimios Panagos, Ph.D. May 1995, “Client-Based Logging: A New Paradigm for Distributed Trans-
`action Management”. Third Reader.
`
`MASTERS STUDENTS
`
`Megan Hacker, M.S. May 2012, “Methods for Pairing Mobile Devices Through Shared Sensing”
`Lauren Walters, MSc. May 2004, “A Web Browsing Workload Model for Simulation,” University of
`Cape Town, South Africa, external examiner.
`Alan Charbonneau, M.A. May 2003, “Simulation of an SJF Proxy”
`Iana Vitkova, M.A. May 2003, “Simulation of an SJF Proxy”
`Robert Frangioso, M.A. Sept 2002, “Connection Scheduling in Web Servers”
`Xiaohui Zhang, M.S. May 1999, “Cachability of Web Objects”
`Scott Harrison, M.S. May 1998, “DPR Monitor: A Web-based DPR Network Monitoring Tool”
`Stanley Gambarin, M.S. May 1997, “Implementing a Single-Process Non-Multithreaded World Wide
`Web Server”
`Kostas Magoutis, M.S. May 1996, “Economies of Scale In Partitioned Disk Caches with Self-Similar
`References”
`Fred Bierhaus, M.S. May 1996, “Improving Interactive Traffic Through the EQL Driver”
`
`BOOKS
`
`M. Crovella and B. Krishnamurthy, “Internet Measurement: Infrastructure, Traffic, and Applications,” John Wiley
`and Sons, 2006, 512 pp.
`
`BOOKS EDITED
`
`M. Crovella and L. M. Feeney and D. Rubenstein (editors), “Proceedings of the 9th International IFIP TC 6 Net-
`working Conference,” Springer-Verlag, 410pp, 2010.
`
`JOURNAL ARTICLES
`
`M. Cao, H. Zhang, J. Park, N. Daniels, M. Crovella, L. Cowen, and B. Hescott, “Going the Distance for Protein
`Function Prediction: A New Distance Metric for Protein Interaction Networks,” PLoS One, Vol 8, Number 10,
`October 2013.
`
`A. Cvetkovski and M. Crovella, “On the Choice of a Spanning Tree for Greedy Embedding of Network Graphs,”
`Networking Science, February 2013.
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`MarkE.Crovella
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`9
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`B. Donnet, P. Raoult, T. Friedman, and M. Crovella, “Deployment of an Algorithm for Large-Scale Topology Dis-
`covery,” IEEE Journal on Selected Areas in Communications, Special Issue on Sampling the Internet, Vol 24,
`Number 12, December 2006.
`
`D. Chua, E. Kolaczyk, and M. Crovella, “Network Kriging,” IEEE Journal on Selected Areas in Communications,
`Special Issue on Sampling the Internet, 2006.
`
`B. Gueye, A. Ziviani, M. Crovella, and S. Fdida, “Constraint-Based Geolocation of Internet Hosts,” IEEE/ACM
`Transactions on Networking, Vol 14, Number 6, December 2006.
`
`R. Fonseca, V. Almeida, and M. E. Crovella, “Locality in a Web of Streams,” Communications of the ACM, 48(1),
`pp. 82–88, January 2005.
`
`M. Fayed, P. Krapivsky, J. Byers, M. Crovella, D. Finkel, and S. Redner, “On the Emergence of Highly Variable
`Distributions in the Autonomous System Topology,” Computer Communcation Review, 33(2), pp. 41–49, July
`2003.
`
`A. Lakhina, J. W. Byers, M. E. Crovella, and I. Matta, “On the Geographic Location of Internet Resources,” IEEE
`Journal on Selected Areas in Communications, Special Issue on Internet and WWW Measurement, Mapping,
`and Modeling, 2003.
`
`P. Barford and M. E. Crovella, “Critical Path Analysis of TCP Transactions,” IEEE/ACM Transactions on Networking,
`9 (3), pp. 238–248.
`
`M. E. Crovella, C. Lindemann, and M. Reiser, “Internet Performance Modeling: the state of the art at the turn of the
`century,” Performance Evaluation, 42 (2–3), pp. 91-108, September 2000.
`
`R. L. Carter and M. E. Crovella, “On the Network Impact of Dynamic Server Selection,” Computer Networks, 31
`(23–24), pp. 2529–2558.
`
`M. Harchol-Balter, M. E. Crovella and C. D. Murta, “On Choosing a Task Assignment Policy for a Distributed Server
`System,” Journal of Parallel and Distributed Computing, Special Issue on Software Support for Distributed
`Computing, September 1999.
`
`P. Barford and M. E. Crovella, “Measuring Web Performance in the Wide Area,” Performance Evaluation Review,
`Special Issue on Network Traffic Measurement and Workload Characterization, August 1999.
`
`P. Barford, A. Bestavros, A. Bradley, and M. E. Crovella, “Changes in Web Client Access Patterns: Characteristics
`and Caching Implications,” World Wide Web, Special Issue on World Wide Web Characterization and Perfor-
`mance Evaluation, 1999.
`
`M. E. Crovella and M. S. Taqqu, “Estimating the Heavy Tail Index from Scaling Properties,” Methodology and
`Computing In Applied Probability, 1(1), 1999.
`
`M. E. Crovella and A. Bestavros, “Self-Similarity in World Wide Web Traffic: Evidence and Possible Causes,”
`IEEE/ACM Transactions on Networking, 5(6):835–846, December 1997.
`
`R. L. Carter and M. E. Crovella, “Measuring Bottleneck Link Speed in Packet-Switched Networks,” Performance
`Evaluation, 27&28:297–318, October 1996.
`
`L. A. Crowl, M. E. Crovella, T. J. LeBlanc, and M. L. Scott, “The Advantages of Multiple Parallelizations in Combi-
`natorial Search,” Journal of Parallel and Distributed Computing, special issue on Data-Parallel Algorithms and
`Programming, 21(1):110–123, April 1994.
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`MarkE.Crovella
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`BOOK CHAPTERS
`
`10
`
`M. E. Crovella, M. S. Taqqu, and A. Bestavros, “Heavy-Tailed Probability Distributions in the World Wide Web,”
`Chapter 1 of A Practical Guide To Heavy Tails, pages 3–25, Chapman & Hall, New York, 1998.
`
`M. E. Crovella and L. Lipsky, “Simulations with Heavy-Tailed Workloads,” Chapter 3 of Self-Similar Network Traffic
`and Performance Evaluation, Wiley/Wiley-Interscience, 1999.
`
`K. Park, G. Kim and M. Crovella, “The Protocol Stack and its Modulation Effect on Self-Similar Traffic,” Chapter
`16 of Self-Similar Network Traffic and Performance Evaluation, Wiley/Wiley-Interscience, 1999.
`
`M. E. Crovella, “Performance Characteristics of the World Wide Web,” in White Book on Performance Evaluation,
`G¨unter Haring, Christoph Lindemann, and Martin Reiser, editors, Springer-Verlag, 1999.
`
`INVITED PAPERS
`
`M. E. Crovella, “Performance Evaluation with Heavy Tailed Distributions,” in Lecture Notes in Computer Science
`1786, Proceedings of the 11th International Conference on Modelling Tools and Techniques for Computer and
`Communication System Performance Evaluation (TOOLS ’2000), pp. 1-9, March 2000. Revised version ap-
`peared in Job Scheduling Strategies for Parallel Processing : 7th International Workshop, pp. 1-10, June 16,
`2001.
`
`REFEREED CONFERENCE PAPERS
`
`N. Ruchansky, M. Crovella, and E. Terzi, “Matrix Completion with Queries,” Proceedings of the ACM SIGKDD
`Conference on Knowledge Discovery and Data Mining (KDD), Sydney, Australia, August 2015.
`
`G. Comarela and M. Crovella, “Identifying and Analyzing High Impact Routing Events with PathMiner,” Proceed-
`ings of the ACM Internet Measurement Conference (IMC), Vancouver, BC, November 2014.
`
`B. Viswanath, M. A. Bashir, M. Crovella, S. Guha, K. Gummadi, B. Krishnamurthy, and A. Mislove, “Towards
`Detecting Anomalous User Behavior in Online Social Networks,” Proceedings of the 23rd USENIX Security
`Symposium, San Diego, CA, August 2014.
`
`Y. Zhang, T. Lappas, M. Crovella, and E. Kolaczyk, “Online ratings: convergence towards a positive perspective?,”
`Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Florence,
`Italy, May 2014.
`
`G. Comarela, G. G¨ursun, and M. Crovella, “Studying Interdomain Routing over Long Timescales,” Proceedings of
`the ACM Internet Measurement Conference (IMC), Barcelona, Spain, October 2013.
`
`L. Spinelli, M. Crovella and B. Eriksson, “AliasCluster: A Lightweight Approach to Interface Disambiguation,”
`Proceedings of the Global Internet Symposium, Turin, Italy, April 2013.
`
`B. Eriksson and M. Crovella, “Understanding Geolocation Accuracy using Network Geometry,” in Proceedings of
`the Infocom 2013 Miniconference, Turin, Italy, April 2013.
`
`J. M. Agosta, J. Chandrasekar, M. Crovella, N. Taft, and D. Ting, “Mixture Models of Endhost Network Traffic,” in
`Proceedings of the Infocom 2013 Miniconference, Turin, Italy, April 2013.
`
`G. G¨ursun, N. Ruchansky, E. Terzi, and M. Crovella, “Routing State Distance: A Path-based Metric for Network
`Analysis,” in Proceedings of the ACM Internet Measurement Conference (IMC), Boston, MA, November 2012.
`Winner of a 2013 IETF/IRTF Applied Networking Research Prize.
`
`G. G¨ursun and M. Crovella, “On Traffic Matrix Completion in the Internet,” in Proceedings of the ACM Internet
`Measurement Conference (IMC), Boston, MA, November 2012.
`
`T. Lappas, M. Crovella, and E. Terzi, “Selecting a Characteristic Set of Reviews,” in Proceedings of the ACM
`SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2012, Beijing, China, August 2012.
`
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`
`Q. Ding, N. Katenka, P. Barford, E. Kolaczyk, and M. Crovella, “Intrusion as (Anti)social Communication: Charac-
`terization and Detection,” in Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data
`Mining (KDD) 2012, Beijing, China, August 2012. Best Student Paper Award.
`
`G. G¨ursun, N. Ruchansky, E. Terzi, and M. Crovella, “Inferring Visibility: Who’s (not) Talking to Whom?,” in
`Proceedings of SIGCOMM 2012, Helsinki, Finland, August 2012.
`
`B. Eriksson and M. Crovella, “Estimating Intrinsic Dimension Via Clustering,” in IEEE Statistical Signal Processing
`Workshop (SSP), Ann Arbor, MI, August 2012.
`
`C. Thomas, J. Sommers, P. Barford, D. Kim, A. Das, R. Segebre, M. Crovella, “A Passive Measurement System for
`Network Testbeds,” in Tridentcom 2012, Thessaloniki, Greece, June 2012.
`
`G. Comarela, M. Crovella, V. Almeida and F. Benevenuto, “Understanding Factors that Affect Response Rates in
`Twitter,” in ACM Hypertext 2012, Milwaukee, WI, June 2012.
`
`A. Cvetkovski and M. Crovella, “Low-Stretch Greedy Embedding Heuristics,” in Fourth International Workshop on
`Network Science for Communication Networks (NetSciCom 2012), Orlando, FL, March 2012.
`
`V. Manfredi, M. Crovella, and J. Kurose, “Understanding Stateful vs Stateless Communication Strategies for Ad hoc
`Networks,” in Proceedings of Mobicom 2011, Las Vegas, NV, September 2011.
`
`G. G¨ursun, M. Crovella, and I. Matta, “Describing and Forecasting Video Access Patterns,” in Proceedings of the
`Infocom 2011 Miniconference, Shanghai, China, April 2011.
`
`V. Bharti, P. Kankar, L. Setia, G. G¨ursun, and M. Crovella, “Inferring Invisible Traffic,” in Proceedings of CoNEXT
`2010, Philadelphia, PA, December 2010.
`
`J. Sommers, P. Barford and M. Crovella, “Router Primitives for Programmable Active Measurement,” in Workshop
`on Programmable Routers for Extensible Services of Tomorrow (PRESTO ’09), Barcelona, Spain, August, 2009.
`
`A. Cvetkovski and M. Crovella, “Hyperbolic Embedding and Routing for Dynamic Graphs,” in Proceedings of
`Infocom 2009, Rio de Janeiro, Brazil, April 2009.
`
`V. Erramilli and M. Crovella, “Forwarding in Opportunistic Networks with Resource Constraints,” in Proceedings of
`the Fourth ACM Workshop on Challenged Networks (CHANTS 08), San Francisco, CA, September, 2008.
`
`N. Fonseca, M. Crovella, and K. Salamatian, “Long Range Mutual Information,” in Proceedings of the First Workshop
`on Hot Topics in Measurement and Modeling of Computer Systems (Hotmetrics ’08), Annapolis, MD, June,
`2008.
`
`V. Erramilli, A. Chaintreau, M. Crovella, and C. Diot, “Delegation Forwarding,” in Proceedings of the 9th ACM
`International Symposium on Mobile Ad Hoc Networking and Computing (ACM MobiHoc), Hong Kong SAR,
`China, May 2008.
`
`P. Chhabra, C. Scott, E. D. Kolaczyk, and M. Crovella, “Distributed Spatial Anomaly Detection,” in Proceedings of
`Infocom 2008, Phoenix, AZ, April 2008.
`
`V. Erramilli, A. Chaintreau, M. Crovella, and C. Diot, “Diversity of Forwarding Paths in Pocket Switched Networks,”
`in Proceedings of the ACM SIGCOMM Internet Measurement Conference, San Diego, October, 2007.
`
`B. Eriksson, P. Barford, R. Nowak, and M. Crovella, “Learning Network Structure from Passive Measurements,” in
`Proceedings of the ACM SIGCOMM Internet Measurement Conference, San Diego, October, 2007.
`
`V. Erramilli, M. Crovella, and N. Taft, “An Independent-Connection Model for Traffic Matrices,” in Proceedings of
`the ACM SIGCOMM Internet Measurement Conference, Rio de Janeiro, October, 2006.
`
`X. Li, F. Bian, M. Crovella, C. Diot, R. Govindan, G. Iannaccone, and A. Lakhina, “Detection and Identification of
`Network Anomalies Using Sketch Subspaces,” in Proceedings of the ACM SIGCOMM Internet Measurement
`Conference, Rio de Janeiro, October, 2006.
`
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`A. Lakhina, M. Crovella, and C. Diot, “Detecting Distributed Attacks using Network-Wide Flow Traffic,” in Pro-
`ceedings of FloCon 2005 Analysis Workshop, New Orleans, LA, September, 2005.
`
`A. Lakhina, M. Crovella, and C. Diot, “Mining Anomalies Using Traffic Feature Distributions,” in Proceedings of
`ACM SIGCOMM, Philadelphia, PA, August 2005.
`
`D. B. Chua, E. D. Kolaczyk, and M. Crovella, “A Statistical Framework for Efficient Monitoring of End-to-End
`Network Properties,” (Poster) in Proceedings of ACM SIGMETRICS, Banff, Ca