Mark Crovella

Orcid: 0000-0002-5005-7019

Affiliations:
  • Boston University, USA


According to our database1, Mark Crovella authored at least 112 papers between 1991 and 2023.

Collaborative distances:

Awards

ACM Fellow

ACM Fellow 2010, "For contributions to the measurement and analysis of networks and distributed systems.".

IEEE Fellow

IEEE Fellow 2012, "For contributions to the measurement and analysis of networks and distributed systems".

Timeline

Legend:

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Links

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Bibliography

2023
A Manifold View of Connectivity in the Private Backbone Networks of Hyperscalers.
Commun. ACM, August, 2023

Revealing an Inherently Limiting Factor in Human Mobility Prediction.
IEEE Trans. Emerg. Top. Comput., 2023

Evaluating LLP Methods: Challenges and Approaches.
CoRR, 2023

Dependence and Model Selection in LLP: The Problem of Variants.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022
Curvature-based Analysis of Network Connectivity in Private Backbone Infrastructures.
Proc. ACM Meas. Anal. Comput. Syst., 2022

Characterizing Covid Waves via Spatio-Temporal Decomposition.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021
Auditing Black-Box Prediction Models for Data Minimization Compliance.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Leveraging Website Popularity Differences to Identify Performance Anomalies.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

From movement purpose to perceptive spatial mobility prediction.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

2020
How YouTube Leads Privacy-Seeking Users Away from Reliable Information.
Proceedings of the Adjunct Publication of the 28th ACM Conference on User Modeling, 2020

Fair Inputs and Fair Outputs: The Incompatibility of Fairness in Privacy and Accuracy.
Proceedings of the Adjunct Publication of the 28th ACM Conference on User Modeling, 2020

Understanding individuals' proclivity for novelty seeking.
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

2019
The skillful interrogation of the internet.
Comput. Commun. Rev., 2019

Fighting Fire with Fire: Using Antidote Data to Improve Polarization and Fairness of Recommender Systems.
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Mobility profiling: Identifying scouters in the crowd.
Proceedings of the 15th International Conference on emerging Networking EXperiments and Technologies, 2019

2018
A Multi-species Functional Embedding Integrating Sequence and Network Structure.
Proceedings of the Research in Computational Molecular Biology, 2018

Assessing Candidate Preference through Web Browsing History.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Unravelling the Dynamics of Online Ratings.
Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018

2017
Closed-Loop Opinion Formation.
Proceedings of the 2017 ACM on Web Science Conference, 2017

Targeted matrix completion.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Active Positive-Definite Matrix Completion.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

2016
Detecting Unusually-Routed ASes: Methods and Applications.
Proceedings of the 2016 ACM on Internet Measurement Conference, 2016

2015
Matrix Completion with Queries.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

2014
Towards Detecting Anomalous User Behavior in Online Social Networks.
Proceedings of the 23rd USENIX Security Symposium, San Diego, CA, USA, August 20-22, 2014., 2014

Identifying and Analyzing High Impact Routing Events with PathMiner.
Proceedings of the 2014 Internet Measurement Conference, 2014

Online ratings: Convergence towards a positive perspective?
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
AliasCluster: A lightweight approach to interface disambiguation.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Understanding geolocation accuracy using network geometry.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Mixture models of endhost network traffic.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Studying interdomain routing over long timescales.
Proceedings of the 2013 Internet Measurement Conference, 2013

2012
Inferring Visibility: Who's (Not) Talking to Whom?
Tiny Trans. Comput. Sci., 2012

A Passive Measurement System for Network Testbeds.
Proceedings of the Testbeds and Research Infrastructure. Development of Networks and Communities, 2012

Estimating intrinsic dimension via clustering.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

A fine-grained distance metric for analyzing Internet topology.
Proceedings of the 37th Annual IEEE Conference on Local Computer Networks, 2012

Selecting a characteristic set of reviews.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Intrusion as (anti)social communication: characterization and detection.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Low-stretch greedy embedding heuristics.
Proceedings of the 2012 Proceedings IEEE INFOCOM Workshops, 2012

Routing state distance: a path-based metric for network analysis.
Proceedings of the 12th ACM SIGCOMM Internet Measurement Conference, 2012

On traffic matrix completion in the internet.
Proceedings of the 12th ACM SIGCOMM Internet Measurement Conference, 2012

Understanding factors that affect response rates in twitter.
Proceedings of the 23rd ACM Conference on Hypertext and Social Media, 2012

2011
Multidimensional Scaling in the Poincaré Disk
CoRR, 2011

Understanding stateful vs stateless communication strategies for ad hoc networks.
Proceedings of the 17th Annual International Conference on Mobile Computing and Networking, 2011

Describing and forecasting video access patterns.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

2010
Inferring invisible traffic.
Proceedings of the 2010 ACM Conference on Emerging Networking Experiments and Technology, 2010

2009
Router primitives for programmable active measurement.
Proceedings of the ACM SIGCOMM 2009 Workshop on Programmable Routers for Extensible Services of Tomorrow, 2009

Hyperbolic Embedding and Routing for Dynamic Graphs.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

2008
Long range mutual information.
SIGMETRICS Perform. Evaluation Rev., 2008

Ranking of ACM SIGCOMM computer communication review.
Comput. Commun. Rev., 2008

Delegation forwarding.
Proceedings of the 9th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2008

Forwarding in opportunistic networks with resource constraints.
Proceedings of the Third Workshop on Challenged Networks, CHANTS 2008, San Francisco, 2008

Distributed Spatial Anomaly Detection.
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

2007
Diversity of forwarding paths in pocket switched networks.
Proceedings of the 7th ACM SIGCOMM Internet Measurement Conference, 2007

Learning network structure from passive measurements.
Proceedings of the 7th ACM SIGCOMM Internet Measurement Conference, 2007

2006
Constraint-based geolocation of internet hosts.
IEEE/ACM Trans. Netw., 2006

Deployment of an Algorithm for Large-Scale Topology Discovery.
IEEE J. Sel. Areas Commun., 2006

Network Kriging.
IEEE J. Sel. Areas Commun., 2006

Public review for secure distributed dataMining and its application largescale network measurements.
Comput. Commun. Rev., 2006

Community-oriented network measurement infrastructure (CONMI) workshop report.
Comput. Commun. Rev., 2006

Detection and identification of network anomalies using sketch subspaces.
Proceedings of the 6th ACM SIGCOMM Internet Measurement Conference, 2006

An independent-connection model for traffic matrices.
Proceedings of the 6th ACM SIGCOMM Internet Measurement Conference, 2006

Internet Measurement - Infrastructure, Traffic, and Applications.
Wiley, ISBN: 978-0-470-01461-5, 2006

2005
Locality in a web of streams.
Commun. ACM, 2005

Traffic matrices: balancing measurements, inference and modeling.
Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2005

Efficient algorithms for large-scale topology discovery.
Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2005

A statistical framework for efficient monitoring of end-to-end network properties.
Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2005

Mining anomalies using traffic feature distributions.
Proceedings of the ACM SIGCOMM 2005 Conference on Applications, 2005

Improved Algorithms for Network Topology Discovery.
Proceedings of the Passive and Active Network Measurement, 6th International Workshop, 2005

Bayesian packet loss detection for TCP.
Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

Efficient monitoring of end-to-end network properties.
Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

2004
Structural analysis of network traffic flows.
Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2004

Exploring the subspace method for network-wide anomaly diagnosis.
Proceedings of the ACM SIGCOMM Workshop on Network Troubleshooting, 2004

Diagnosing network-wide traffic anomalies.
Proceedings of the ACM SIGCOMM 2004 Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication, August 30, 2004

Geometric Exploration of the Landmark Selection Problem.
Proceedings of the Passive and Active Network Measurement, 5th International Workshop, 2004

Characterization of network-wide anomalies in traffic flows.
Proceedings of the 4th ACM SIGCOMM Internet Measurement Conference, 2004

2003
On the geographic location of Internet resources.
IEEE J. Sel. Areas Commun., 2003

On the emergence of highly variable distributions in the autonomous system topology.
Comput. Commun. Rev., 2003

Sampling Biases in IP Topology Measurements.
Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003

On the Intrinsic Locality Properties of Web Reference Streams.
Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003

Graph Wavelets for Spatial Traffic Analysis.
Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003

Virtual landmarks for the internet.
Proceedings of the 3rd ACM SIGCOMM Internet Measurement Conference, 2003

2002
Corrections to "How Does TCP Generate Pseudo-Self-Similarity?".
Comput. Commun. Rev., 2002

2001
Critical path analysis of TCP transactions.
Comput. Commun. Rev., 2001

How Does TCP Generate Pseudo-Self-Similarity?
Proceedings of the 9th International Workshop on Modeling, 2001

Using loss pairs to discover network properties.
Proceedings of the 1st ACM SIGCOMM Internet Measurement Workshop, 2001

On the marginal utility of network topology measurements.
Proceedings of the 1st ACM SIGCOMM Internet Measurement Workshop, 2001

2000
Internet performance modeling: the state of the art at the turn of the century.
Perform. Evaluation, 2000

Performance Characteristics of the World Wide Web.
Proceedings of the Performance Evaluation: Origins and Directions, 2000

Performance Evaluation with Heavy Tailed Distributions.
Proceedings of the Computer Performance Evaluation: Modelling Techniques and Tools, 2000

1999
Changes in Web Client Access Patterns: Characteristics and Caching Implications.
World Wide Web, 1999

Measuring Web performance in the wide area.
SIGMETRICS Perform. Evaluation Rev., 1999

On Choosing a Task Assignment Policy for a Distributed Server System.
J. Parallel Distributed Comput., 1999

On the network impact of dynamic server selection.
Comput. Networks, 1999

Connection Scheduling in Web Servers.
Proceedings of the 2nd USENIX Symposium on Internet Technologies and Systems, 1999

A Performance Evaluation of Hyper Text Transfer Protocols.
Proceedings of the 1999 ACM SIGMETRICS international conference on Measurement and modeling of computer systems, 1999

1998
Task Assignment in a Distributed System: Improving Performance by Unbalancing Load (Extended Abstract).
Proceedings of the 1998 ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems, 1998

Generating Representative Web Workloads for Network and Server Performance Evaluation.
Proceedings of the 1998 ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems, 1998

The Network Effects of Prefetching.
Proceedings of the Proceedings IEEE INFOCOM '98, The Conference on Computer Communications, Seventeenth Annual Joint Conference of the IEEE Computer and Communications Societies, Gateway to the 21st Century, San Francisco, CA, USA, March 29, 1998

Distributed Packet Rewriting and its Application to Scalable Server Architectures.
Proceedings of the 1998 International Conference on Network Protocols (ICNP '98), 1998

1997
Self-similarity in World Wide Web traffic: evidence and possible causes.
IEEE/ACM Trans. Netw., 1997

Long-Lasting Transient Conditions in Simulations with Heavy-Tailed Workloads.
Proceedings of the 29th conference on Winter simulation, 1997

Server Selection Using Dynamic Path Characterization in Wide-Area Networks.
Proceedings of the Proceedings IEEE INFOCOM '97, 1997

1996
Measuring Bottleneck Link Speed in Packet-Switched Networks.
Perform. Evaluation, 1996

Self-Similarity in World Wide Web Traffic: Evidence and Causes.
Proceedings of the 1996 ACM SIGMETRICS international conference on Measurement and modeling of computer systems, 1996

Characterizing Reference Locality in the WWW.
Proceedings of the Fourth International Conference on Parallel and Distributed Information Systems, 1996

On the relationship between file sizes, transport protocols, and self-similar network traffic.
Proceedings of the 1996 International Conference on Network Protocols, 1996

1994
The Advantages of Multiple Parallelizations in Combinatorial Search.
J. Parallel Distributed Comput., 1994

Software interleaving.
Proceedings of the Sixth IEEE Symposium on Parallel and Distributed Processing, 1994

Parallel performance using lost cycles analysis.
Proceedings of the Proceedings Supercomputing '94, 1994

1993
Performance Debugging using Parallel Performance Predicates.
Proceedings of the ACM/ONR Workshop on Parallel and Distributed Debugging, 1993

1992
Using Communication-to-Computation Ratio in Parallel Program Design and Performance Prediction.
Proceedings of the Fourth IEEE Symposium on Parallel and Distributed Processing, 1992

1991
The effects of multiprogramming on barrier synchronization.
Proceedings of the Third IEEE Symposium on Parallel and Distributed Processing, 1991

Multiprogramming on multiprocessors.
Proceedings of the Third IEEE Symposium on Parallel and Distributed Processing, 1991


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