Internet Measurement

[Cvetkovski and Crovella, 2017]
 
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Andrej Cvetkovski and Mark Crovella (2017).
Low-stress Data Embedding in the Hyperbolic Plane Using Multidimensional Scaling.
In: Applied Mathematics and Information Sciences, 11(1). doi:10.18576/amis/110102
[Comarela et al., 2016]
 
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Giovanni Comarela, Evimaria Terzi and Mark Crovella (2016).
Detecting Unusually-Routed ASes: Methods and Applications.
In: Proceedings of the ACM Internet Measurement Conference (IMC). Santa Monica, CA. doi:10.1145/2987443.2987478
[Cvetkovski and Crovella, 2016]
 
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Andrej Cvetkovski and Mark Crovella (2016).
Multidimensional Scaling in the Poincaré Disk.
In: Applied Mathematics and Information Sciences, 10(1). doi:10.18576/amis/100112
[Comarela and Crovella, 2014]
 
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Giovanni Comarela and Mark Crovella (2014).
Identifying and Analyzing High Impact Routing Events with PathMiner.
In: Proceedings of the ACM Internet Measurement Conference (IMC). Vancouver, BC, pp. 421--434. doi:10.1145/2663716.2663754
[Viswanath et al., 2014]
 
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Bimal Viswanath, Muhammad Ahmad Bashir, Mark Crovella, Saikat Guha, Krishna Gummadi, Balachander Krishnamurthy and Alan Mislove (2014).
Towards Detecting Anomalous User Behavior in Online Social Networks.
In: Proceedings of USENIX Security. San Diego, CA. Media Coverage: New Republic, April 20, 2015. http://www.newrepublic.com/article/121551/bot-bubble-click-farms-have-inflated-social-media-currency. doi:TBD
[Zhang et al., 2014]
 
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Yaonan Zhang, Theodoros Lappas, Mark Crovella and Eric Kolaczyk (2014).
Online ratings: convergence towards a positive perspective?
In: Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Florence, Italy. doi:10.1109/ICASSP.2014.6854511
[Comarela et al., 2013]
 
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Giovanni Comarela, Gonca Gürsun and Mark Crovella (2013).
Studying Interdomain Routing over Long Timescales.
In: Proceedings of the Internet Measurement Conference (IMC). Barcelona, Spain. doi:10.1145/2504730.2504771
[Cvetkovski and Crovella, 2013]
 
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Andrej Cvetkovski and Mark Crovella (2013).
On the Choice of a Spanning Tree for Greedy Embedding of Network Graphs.
In: Networking Science, February, 2013:1--11. doi:10.1007/s13119-013-0013-7
[Spinelli et al., 2013]
 
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Larissa Spinelli, Mark Crovella and Brian Eriksson (2013).
AliasCluster: A Lightweight Approach to Interface Disambiguation.
In: Proceedings of the Global Internet Symposium. Turin, Italy. doi:10.1109/INFCOMW.2013.6562892
[Eriksson and Crovella, 2013]
 
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Brian Eriksson and Mark Crovella (2013).
Understanding Geolocation Accuracy using Network Geometry.
In: Proceedings of the Infocom 2013 Miniconference. Turin, Italy. doi:10.1109/INFCOM.2013.6566738
[Agosta et al., 2013]
 
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John-Mark Agosta, Jaideep Chandrasekar, Mark Crovella, Nina Taft and Daniel Ting (2013).
Mixture Models of Endhost Network Traffic.
In: Proceedings of the Infocom 2013 Miniconference. Turin, Italy. doi:10.1109/INFCOM.2013.6566768
[Gürsun et al., 2012]
 
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Gonca Gürsun, Natali Ruchansky, Evimaria Terzi and Mark Crovella (2012).
Routing State Distance: A Path-based Metric for Network Analysis.
In: Proceedings of the Internet Measurement Conference (IMC). Boston, MA. Source code and data associated with this paper is available from Mark Crovella's home page. Winner of a 2013 Applied Networking Research Prize, awarded by the IETF and IRTF. doi:10.1145/2398776.2398802
[Gürsun and Crovella, 2012]
 
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Gonca Gürsun and Mark Crovella (2012).
On Traffic Matrix Completion in the Internet.
In: Proceedings of the Internet Measurement Conference (IMC). Boston, MA. doi:10.1145/2398776.2398818
[Gürsun et al., 2012]
 
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Gonca Gürsun, Natali Ruchansky, Evimaria Terzi and Mark Crovella (2012).
Inferring Visibility: Who's (not) Talking to Whom?
In: Proceedings of SIGCOMM 2012. Helsinki, Finland. doi:10.1145/2342356.2342392
[Cvetkovski and Crovella, 2012]
 
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Andrej Cvetkovski and Mark Crovella (2012).
Low-Stretch Greedy Embedding Heuristics.
In: Fourth International Workshop on Network Science for Communication Networks (NetSciCom 2012). Orlando, FL. doi:10.1109/INFCOMW.2012.6193497
[Cvetkovski and Crovella, 2011]
 
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Andrej Cvetkovski and Mark Crovella (2011).
Multidimensional Scaling in the Poincare Disk.
Technical Report Nr. arxiv:1105.5332. arxiv.org.
[Gürsun et al., 2011]
 
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Gonca Gürsun, Mark Crovella and Ibrahim Matta (2011).
Describing and Forecasting Video Access Patterns.
In: Proceedings of the Infocom 2011 Miniconference. Shanghai China.
[Bharti et al., 2010]
 
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Vineet Bharti, Pankaj Kankar, Lokesh Setia, Gonca Gürsun, Anukool Lakhina and Mark Crovella (2010).
Inferring Invisible Traffic.
In: Proceedings of CoNEXT. doi:10.1145/1921168.1921197
[Sommers et al., 2009]
 
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Joel Sommers, Paul Barford and Mark Crovella (2009).
Router Primitives for Programmable Active Measurement.
In: The Second ACM SIGCOMM Workshop on Programmable Routers for Extensible Services of Tomorrow (Presto '09).
[Cvetkovski and Crovella, 2009]
 
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Andrej Cvetkovski and Mark Crovella (2009).
Hyperbolic Embedding and Routing for Dynamic Graphs.
In: Proceedings of Infocom 2009. doi:10.1109/INFCOM.2009.5062083
[Erramilli and Crovella, 2008]
 
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Vijay Erramilli and Mark Crovella (2008).
Forwarding in Opportunistic Networks with Resource Constraints.
In: Proceedings of the Fourth ACM Workshop on Challenged Networks (CHANTS 08).
[Fonseca et al., 2008]
 
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Nahur Fonseca, Mark Crovella and Kavé Salamatian (2008).
Long Range Mutual Information.
In: Proceedings of the First Workshop on Hot Topics in Measurement and Modeling of Computer Systems (Hotmetrics '08).
[Erramilli et al., 2008]
 
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Vijay Erramilli, Augustin Chaintreau, Mark Crovella and Christophe Diot (2008).
Delegation Forwarding.
In: Proceedings of the 9th ACM International Symposium on Mobile Ad Hoc Networking and Computing (ACM MobiHoc). pp. 251--259.
[Chhabra et al., 2008]
 
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Parminder Chhabra, Clayton Scott, Eric D. Kolaczyk and Mark Crovella (2008).
Distributed Spatial Anomaly Detection.
In: Proceedings of Infocom 2008.
[Erramilli et al., 2007]
 
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Vijay Erramilli, Augustin Chaintreau, Mark Crovella and Christophe Diot (2007).
Diversity of Forwarding Paths in Pocket Switched Networks.
In: Proceedings of the ACM/SIGCOMM Internet Measurement Conference. pp. 161--174.
[Eriksson et al., 2007]
 
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Brian Eriksson, Paul Barford, Robert Nowak and Mark Crovella (2007).
Learning Network Structure from Passive Measurements.
In: Proceedings of the ACM/SIGCOMM Internet Measurement Conference. pp. 209--214.
[Chua et al., 2006]
 
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David B. Chua, Eric D. Kolaczyk and Mark Crovella (2006).
Network Kriging.
In: IEEE Journal on Selected Areas in Communications, Special Issue on Sampling the Internet, 24(12):2263--2272.
[Donnet et al., 2006]
 
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Benoit Donnet, Philippe Raoult, Timur Friedman and Mark Crovella (2006).
Deployment of an Algorithm for Large-Scale Topology Discovery.
In: IEEE Journal on Selected Areas in Communications, Special Issue on Sampling the Internet, 24(12):2210--2220.
[Li et al., 2006]
 
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Xin Li, Fang Bian, Mark Crovella, Christophe Diot, Ramesh Govindan and Gianluca Iannaccone (2006).
Detection and Identification of Network Anomalies Using Sketch Subspaces.
In: Proceedings of the ACM/SIGCOMM Internet Measurement Conference. pp. 147--152.
[Erramilli et al., 2006]
 
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Vijay Erramilli, Mark Crovella and Nina Taft (2006).
An Independent-Connection Model for Traffic Matrices.
In: Proceedings of the ACM/SIGCOMM Internet Measurement Conference.
[Crovella and Krishnamurthy, 2006]
 
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Mark Crovella and Balachander Krishnamurthy (2006).
Internet Measurement: Infrastructure, Traffic and Applications.
John Wiley and Sons, Inc.
[Gueye et al., 2006]
 
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Bamba Gueye, Artur Ziviani, Mark Crovella and Serge Fdida (2006).
Constraint-Based Geolocation of Internet Hosts.
In: IEEE/ACM Transactions on Networking, 14(6):1219--1232.
[Lakhina et al., 2005]
 
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Anukool Lakhina, Mark Crovella and Christophe Diot (2005).
Detecting Distributed Attacks using Network-Wide Flow Traffic.
In: Proceedings of FloCon 2005 Analysis Workshop.
[Lakhina et al., 2005]
 
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Anukool Lakhina, Mark Crovella and Christophe Diot (2005).
Mining Anomalies Using Traffic Feature Distributions.
In: Proceedings of ACM SIGCOMM 2005. pp. 217--228.
[Chua et al., 2005]
 
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David B. Chua, Eric D. Kolaczyk and Mark Crovella (2005).
A Statistical Framework for Efficient Monitoring of End-to-End Network Properties.
In: Proceedings of ACM SIGMETRICS (Poster Paper).
[Donnet et al., 2005]
 
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Benoit Donnet, Philippe Raoult, Timur Friedman and Mark Crovella (2005).
Efficient Algorithms for Large-Scale Topology Discovery.
In: Proceedings of ACM SIGMETRICS.
[Soule et al., 2005]
 
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Augustin Soule, Anukool Lakhina, Nina Taft, Konstantina Papagiannaki, Kavé Salamatian, Antonio Nucci, Mark Crovella and Christophe Diot (2005).
Traffic Matrices: Balancing Measurements, Inference and Modeling.
In: Proceedings of ACM SIGMETRICS. pp. 362--373.
[Donnet et al., 2005]
 
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Benoit Donnet, Timur Friedman and Mark Crovella (2005).
Improved Algorithms for Network Topology Discovery.
In: Lecture Notes in Computer Science, Proceedings of Passive and Active Measurement Workshop (PAM2005).
[Chua et al., 2005]
 
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David B. Chua, Eric D. Kolaczyk and Mark Crovella (2005).
Efficient Monitoring of End-to-End Network Properties.
In: Proceedings of Infocom 2005.
[Fonseca and Crovella, 2005]
 
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Nahur Fonseca and Mark Crovella (2005).
Bayesian Packet Loss Detection for TCP.
In: Proceedings of Infocom 2005.
[Fonseca et al., 2005]
 
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Rodrigo Fonseca, Virgílio Almeida and Mark Crovella (2005).
Locality in a Web of Streams.
In: Communications of the ACM, 48(1):82--88.
[Gueye et al., 2004]
 
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Bamba Gueye, Artur Ziviani, Mark Crovella and Serge Fdida (2004).
Constraint-Based Geolocation of Internet Hosts.
In: Proceedings of the ACM/SIGCOMM Internet Measurement Conference. pp. 288--293. This is an early version of [Gueye et al., 2006].
[Lakhina et al., 2004]
 
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Anukool Lakhina, Mark Crovella and Christophe Diot (2004).
Characterization of Network-Wide Anomalies in Traffic Flows.
In: Proceedings of the ACM/SIGCOMM Internet Measurement Conference. pp. 201--206.
[Lakhina et al., 2004]
 
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Anukool Lakhina, Mark Crovella and Christophe Diot (2004).
Diagnosing Network-Wide Traffic Anomalies.
In: Proceedings of ACM SIGCOMM 2004. pp. 219--230.
[Lakhina et al., 2004]
 
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Anukool Lakhina, Mark Crovella and Christophe Diot (2004).
Exploring the Subspace Method for Network-Wide Anomaly Diagnosis (Poster Paper).
In: Proceedings of ACM SIGCOMM Workshop on Network Troubleshooting. pp. 319.
[Lakhina et al., 2004]
 
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Anukool Lakhina, Konstantina Papagiannaki, Mark Crovella, Christophe Diot, Eric D. Kolaczyk and Nina Taft (2004).
Structural Analysis of Network Traffic Flows.
In: Proceedings of ACM SIGMETRICS / Performance 2004. pp. 61--72.
[Tang and Crovella, 2004]
 
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Liying Tang and Mark Crovella (2004).
Geometric Exploration of the Landmark Selection Problem.
In: Lecture Notes in Computer Science 3015, Proceedings of Passive and Active Measurement Workshop (PAM2004). pp. 63--72.
[Tang and Crovella, 2003]
 
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Liying Tang and Mark Crovella (2003).
Virtual Landmarks for the Internet.
In: Proceedings of the ACM/SIGCOMM Internet Measurement Conference 2003. pp. 143--152.
[Fayed et al., 2003]
 
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Marwan Fayed, Paul Krapivsky, John Byers, Mark Crovella, David Finkel and Sid Redner (2003).
On the Emergence of Highly Variable Distributions in the Autonomous System Topology.
In: Computer Communcation Review, 33(2):41--49.
[Liu et al., 2003]
 
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Jun Liu, Ibrahim Matta, Mark E. Crovella (2003).
End-to-End Inference of Loss Nature in a Hybrid Wired/Wireless Environment.
In: Proceedings of Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt'03).
[Lakhina et al., 2003]
 
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Anukool Lakhina, John W.\ Byers, Mark Crovella and Ibrahim Matta (2003).
On the Geographic Location of Internet Resources.
In: IEEE Journal on Selected Areas in Communications, Special Issue on Internet and WWW Measurement, Mapping, and Modeling, .
[Fonseca et al., 2003]
 
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Rodrigo Fonseca, Virgílio Almeida, Mark Crovella and Bruno Abrahão (2003).
On the Intrinsic Locality Properties of Web Reference Streams.
In: Proceedings of IEEE Infocom.
[Lakhina et al., 2003]
 
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Anukool Lakhina, John Byers, Mark Crovella and Peng Xie (2003).
Sampling Biases in IP Topology Measurements.
In: Proceedings of IEEE Infocom.
[Crovella and Kolaczyk, 2003]
 
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Mark Crovella and Eric Kolaczyk (2003).
Graph Wavelets for Spatial Traffic Analysis.
In: Proceedings of IEEE Infocom.
[Guo et al., 2001]
 
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Liang Guo, Mark Crovella and Ibrahim Matta (2001).
How does TCP Generate Pseudo-Self-Similarity?
In: Proceedings of the International Workshop on Modeling, Analysis and Simulation of Computer and Telecommunications Systems~-~MASCOTS~'01. Cincinnati, Ohio, pp. 215--223.
[Barford et al., 2001]
 
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Paul Barford, Azer Bestavros, John Byers and Mark Crovella (2001).
On the Marginal Utility of Network Topology Measurements.
In: Proceedings of the ACM SIGCOMM Internet Measurement Workshop 2001. pp. 5--17.
[Liu and Crovella, 2001]
 
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Jun Liu, Mark E. Crovella (2001).
Using Loss Pairs to Discover Network Properties.
In: Proceedings of the ACM SIGCOMM Internet Measurement Workshop 2001. pp. 127--138.
[Barford and Crovella, 2001]
 
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Paul Barford, Mark E. Crovella (2001).
Critical Path Analysis of TCP Transactions.
In: IEEE/ACM Transactions on Networking, 9(3):238--248. This paper was nominated for the 2002 William R. Bennett Prize, given annually to the best original paper published in IEEE/ACM Transactions on Networking. It also appeared by invitation as `Analisis de secuencia critica de transacciones TCP' in Proceedings of SIGCOMM Latin America, San Antonio de Belen, Costa Rica, April 2001. It is a revised version of [Barford and Crovella 2000].
[Crovella, 2000]
 
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Mark E. Crovella (2000).
Performance Evaluation with Heavy Tailed Distributions.
In: Lecture Notes in Computer Science 1786. pp. 1--9. Slightly revised version appeared in Job Scheduling Strategies for Parallel Processing: 7th International Workshop, pp. 1-10, June 16, 2001.
[Barford and Crovella, 2000]
 
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Paul Barford, Mark E. Crovella (2000).
Critical Path Analysis of TCP Connections.
In: Proceedings of the 2000 ACM SIGCOMM Conference. pp. 127--138. Also appeared by invitation as ``Análisis de secuencia crítica de transacciones TCP'' in Proceedings of SIGCOMM Latin America, San Antonio de Belén, Costa Rica, April 2001..
[Barford and Crovella, 1999]
 
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Paul Barford, Mark E. Crovella (1999).
Measuring Web Performance in the Wide Area.
In: Performance Evaluation Review, Special Issue on Network Traffic Measurement and Workload Characterization.
[Carter and Crovella, 1999]
 
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Robert L. Carter, Mark E. Crovella (1999).
On the Network Impact of Dynamic Server Selection.
In: Computer Networks, 31((23-24)):2529--2558.
[Crovella, 1999]
 
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Mark E. Crovella (1999).
Performance Characteristics of the World Wide Web.
In: Günter Haring, Martin Reiser and Christophe Lindemann (eds.), Whitebook on Performance Evaluation. Springer-Verlag.
[Crovella and Lipsky, 1999]
 
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Mark E. Crovella and Lester Lipsky (1999).
Simulations with Heavy-Tailed Workloads.
In: Kihong Park and Walter Willinger (eds.), Self-Similar Network Traffic and Performance Evaluation. Wiley / Wiley Interscience, New York. Slightly revised version of [Crovella and Lipsky, 1997].
[Park et al., 1999]
 
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Kihong Park, Gi Tae Kim, Mark E. Crovella (1999).
The Protocol Stack and its Modulation Effect on Self-Similar Traffic.
In: Kihong Park and Walter Willinger (eds.), Self-Similar Network Traffic and Performance Evaluation. Wiley / Wiley Interscience, New York.
[Barford and Crovella, 1999]
 
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Paul Barford, Mark E. Crovella (1999).
A Performance Evaluation of Hyper Text Transfer Protocols.
In: Proceedings of ACM SIGMETRICS '99. pp. 188--197.
[Barford et al., 1999]
 
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Paul Barford, Azer Bestavros, Adam Bradley and Mark Crovella (1999).
Changes in Web Client Access Patterns: Characteristics and Caching Implications.
In: World Wide Web, 2:15--28. Special Issue on Characterization and Performance Evaluation.
[Crovella and Taqqu, 1999]
 
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Mark E. Crovella, Murad S. Taqqu (1999).
Estimating the Heavy Tail Index from Scaling Properties.
In: Methodology and Computing in Applied Probability, 1(1):55--79.
[Barford and Crovella, 1998]
 
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Paul Barford, Mark E. Crovella (1998).
Generating Representative Web Workloads for Network and Server Performance Evaluation.
In: Proceedings of Performance '98/SIGMETRICS '98. pp. 151--160. Software for Surge is available from Mark Crovella's home page.
[Crovella and Bestavros, 1997]
 
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Mark E. Crovella and Azer Bestavros (1997).
Self-Similarity in World Wide Web Traffic: Evidence and Possible Causes.
In: IEEE/ACM Transactions on Networking, 5(6):835--846. Revised and substantially corrected version of [Crovella and Bestavros, 1996].
[Crovella and Lipsky, 1997]
 
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Mark E. Crovella and Lester Lipsky (1997).
Long-Lasting Transient Conditions in Simulations with Heavy-Tailed Workloads.
In: Proceedings of the 1997 Winter Simulation Conference. pp. 1005--1012.
[Fiorini et al., 1997]
 
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Pierre Fiorini, Lester Lipsky and Mark Crovella (1997).
Consequences of Ignoring Self-Similar Data Traffic In Communications Modeling.
In: Proceedings of Tenth International Conference on Parallel and Distributed Computing Systems (PDCS-97). pp. 322--327.
[Park et al., 1997]
 
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Kihong Park, Gitae Kim, Mark E. Crovella (1997).
On the Effect of Traffic Self-Similarity on Network Performance.
In: Proceedings of SPIE International Conference on Performance and Control of Network Systems.
[Crovella et al., 1998]
 
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Mark E. Crovella, Murad S. Taqqu and Azer Bestavros (1998).
Heavy-Tailed Probability Distributions in the World Wide Web.
In: Robert J. Adler, Raisa E. Feldman, Murad S. Taqqu (eds.), A Practical Guide To Heavy Tails. 1, pp. 3--26. Chapman and Hall, New York.
[Almeida et al., 1996]
 
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Virgílio Almeida, Azer Bestavros, Mark Crovella and Adriana de Oliveira (1996).
Characterizing Reference Locality in the WWW.
In: Proceedings of 1996 International Conference on Parallel and Distributed Information Systems (PDIS '96). pp. 92--103. Won award from Compaq/Brazil for one of ten best CS papers in 1996. http://www.uniemp.br/uniemp/compaq.
[Carter and Crovella, 1996]
 
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Robert L. Carter, Mark E. Crovella (1996).
Measuring Bottleneck Link Speed in Packet Switched Networks.
In: Performance Evaluation, 27 and 28:297--318. Same as [Carter and Crovella, 1996] Proceedings of Performance '96.
[Carter and Crovella, 1996]
 
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Robert L. Carter, Mark E. Crovella (1996).
Measuring Bottleneck Link Speed in Packet Switched Networks.
In: PERFORMANCE '96, the International Conference on Performance Theory, Measurement and Evaluation of Computer and Communication Systems. Source code for the associated tools is available from Mark Crovella's home page.
[Bestavros et al., 1996]
 
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Azer Bestavros, Marina Chen, Mark Crovella, Abdelsalam Heddaya, Stan Sclaroff and James Cowie (1996).
Responsive Web Computing: Resource Management, Protocol Techniques, and Applications (A research statement).
Technical Report Nr. TR-96-008. Boston University Computer Science Department.
[Park et al., 1996]
 
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Kihong Park, Gi Tae Kim, Mark E. Crovella (1996).
On the Relationship Between File Sizes, Transport Protocols, and Self-Similar Network Traffic.
In: Proceedings of the Fourth International Conference on Network Protocols (ICNP'96). pp. 171--180.
[Park et al., 1996]
 
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Kihong Park, Gi Tae Kim, Mark E. Crovella (1996).
On the Relationship Between File Sizes, Transport Protocols, and Self-Similar Network Traffic.
Technical Report Nr. TR-96-006. Boston University Computer Science Department.
[Crovella and Bestavros, 1996]
 
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Mark E. Crovella and Azer Bestavros (1996).
Self-Similarity in World Wide Web Traffic: Evidence and Possible Causes.
In: Proceedings of the 1996 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems. pp. 160--169.
[Cunha et al., 1995]
 
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Carlos A. Cunha, Azer Bestavros, Mark E. Crovella (1995).
Characteristics of WWW Client-based Traces.
Technical Report Nr. TR-95-010. Boston University Department of Computer Science. Revised July 18, 1995.
[Bestavros et al., 1995]
 
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Azer Bestavros, Robert L. Carter, Mark E. Crovella, Carlos R. Cunha, Abdelsalam Heddaya, Sulaiman A. Mirdad (1995).
Application-Level Document Caching in the Internet.
In: Proceedings of the Second International Workshop on Services in Distributed and Networked Environments (SDNE'95).