Nick G. Duffield
Orcid: 0000-0001-7211-1584
According to our database1,
Nick G. Duffield
authored at least 162 papers
between 1994 and 2024.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 2020, "For contributions to network measurement and analysis".
IEEE Fellow
IEEE Fellow 2005, "For contributions to the measurement, analysis and management of telecommunications networks.".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on zbmath.org
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on orcid.org
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on dl.acm.org
On csauthors.net:
Bibliography
2024
In-Season Cotton Yield Prediction with Scale-Aware Convolutional Neural Network Models and Unmanned Aerial Vehicle RGB Imagery.
Sensors, April, 2024
Int. J. Geogr. Inf. Sci., February, 2024
Urban Inform., 2024
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024
Learning Flexible Time-windowed Granger Causality Integrating Heterogeneous Interventional Time Series Data.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
2023
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Proceedings of the 7th ACM SIGSPATIAL Workshop on Location-based Recommendations, 2023
2022
Revealing the linguistic and geographical disparities of public awareness to Covid-19 outbreak through social media.
Int. J. Digit. Earth, 2022
Proceedings of the 2022 USENIX Annual Technical Conference, 2022
Proceedings of the IFIP Networking Conference, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
2021
Revealing the Global Linguistic and Geographical Disparities of Public Awareness to Covid-19 Outbreak through Social Media.
CoRR, 2021
A time-series clustering algorithm for analyzing the changes of mobility pattern caused by COVID-19.
Proceedings of the HANIMOB@SIGSPATIAL 2021: Proceedings of the 1st ACM SIGSPATIAL International Workshop on Animal Movement Ecology and Human Mobility, 2021
SmartWatch: accurate traffic analysis and flow-state tracking for intrusion prevention using SmartNICs.
Proceedings of the CoNEXT '21: The 17th International Conference on emerging Networking EXperiments and Technologies, Virtual Event, Munich, Germany, December 7, 2021
2020
Knowl. Inf. Syst., 2020
Oper. Res., 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Poster: CO2: Collaborative Packet Classification for Network Functions with Overselection.
Proceedings of the 2020 IFIP Networking Conference, 2020
Proceedings of the 26th IEEE International Symposium on Local and Metropolitan Area Networks, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 20th IEEE International Conference on Data Mining, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
CoRR, 2019
Proceedings of the Companion of The 2019 World Wide Web Conference, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Piecewise Stationary Modeling of Random Processes Over Graphs With an Application to Traffic Prediction.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
A Semi-Supervised and Inductive Embedding Model for Churn Prediction of Large-Scale Mobile Games.
Proceedings of the IEEE International Conference on Data Mining, 2018
2017
Knowl. Inf. Syst., 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
2016
Proceedings of the 54th Annual Allerton Conference on Communication, 2016
2015
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
2014
J. Comput. Syst. Sci., 2014
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
Proceedings of the IEEE 33rd International Performance Computing and Communications Conference, 2014
2013
IEEE/ACM Trans. Netw., 2013
Proceedings of the Passive and Active Measurement - 14th International Conference, 2013
Proceedings of the IFIP Networking Conference, 2013, Brooklyn, 2013
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013
2012
IEEE/ACM Trans. Netw., 2012
A Modular Machine Learning System for Flow-Level Traffic Classification in Large Networks.
ACM Trans. Knowl. Discov. Data, 2012
Proceedings of the ACM SIGMETRICS/PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, 2012
Proceedings of the ACM SIGMETRICS/PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, 2012
Proceedings of the ACM SIGMETRICS/PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, 2012
Proceedings of the 2012 ACM SIGCOMM workshop on Cellular networks: operations, 2012
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012
Proceedings of the 12th ACM SIGCOMM Internet Measurement Conference, 2012
Proceedings of the 2012 IEEE 32nd International Conference on Distributed Computing Systems, 2012
2011
SIAM J. Comput., 2011
Proc. VLDB Endow., 2011
Large-scale app-based reporting of customer problems in cellular networks: potential and limitations.
Proceedings of the first ACM SIGCOMM workshop on Measurements up the stack, 2011
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011
Proceedings of the 11th ACM SIGCOMM Internet Measurement Conference, 2011
Proceedings of the Thirteenth Workshop on Algorithm Engineering and Experiments, 2011
2010
Proceedings of the 22nd International Teletraffic Congress, 2010
Not all microseconds are equal: fine-grained per-flow measurements with reference latency interpolation.
Proceedings of the ACM SIGCOMM 2010 Conference on Applications, 2010
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010
Proceedings of the 10th ACM SIGCOMM Internet Measurement Conference, 2010
Proceedings of the 10th ACM SIGCOMM Internet Measurement Conference, 2010
NEVERMIND, the problem is already fixed: proactively detecting and troubleshooting customer DSL problems.
Proceedings of the 2010 ACM Conference on Emerging Networking Experiments and Technology, 2010
2009
IEEE/ACM Trans. Netw., 2009
Proc. VLDB Endow., 2009
Proceedings of the Twentieth Annual ACM-SIAM Symposium on Discrete Algorithms, 2009
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009
2008
IEEE/ACM Trans. Netw., 2008
Proceedings of the 2008 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2008
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008
2007
Proceedings of the ACM SIGCOMM 2007 Conference on Applications, 2007
Proceedings of the Twenty-Sixth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2007
Proceedings of the Passive and Active Network Measurement, 8th Internatinoal Conference, 2007
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007
Proceedings of the 7th ACM SIGCOMM Internet Measurement Conference, 2007
2006
IEEE Trans. Inf. Theory, 2006
Proceedings of the 2006 USENIX Annual Technical Conference, 2006
Proceedings of the 2006 SIGCOMM Workshop on Internet Network Management, 2006
Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006
2005
IEEE/ACM Trans. Netw., 2005
IEEE Trans. Inf. Theory, 2005
Proceedings of the Steps to Reducing Unwanted Traffic on the Internet Workshop, 2005
Proceedings of the ACM SIGCOMM 2005 Conference on Applications, 2005
Proceedings of the Twenty-fourth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2005
Proceedings of the Passive and Active Network Measurement, 6th International Workshop, 2005
Proceedings of the 5th Internet Measurement Conference, 2005
2004
IEEE/ACM Trans. Netw., 2004
Perform. Evaluation, 2004
Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2004
Online identification of hierarchical heavy hitters: algorithms, evaluation, and applications.
Proceedings of the 4th ACM SIGCOMM Internet Measurement Conference, 2004
Class-of-service mapping for QoS: a statistical signature-based approach to IP traffic classification.
Proceedings of the 4th ACM SIGCOMM Internet Measurement Conference, 2004
2003
Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2003
Predicting resource usage and estimation accuracy in an IP flow measurement collection infrastructure.
Proceedings of the 3rd ACM SIGCOMM Internet Measurement Conference, 2003
Proceedings of the 3rd ACM SIGCOMM Internet Measurement Conference, 2003
2002
IEEE/ACM Trans. Netw., 2002
Resource management with hoses: point-to-cloud services for virtual private networks.
IEEE/ACM Trans. Netw., 2002
IEEE Trans. Inf. Theory, 2002
Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2002
Proceedings of the Management Solutions for the New Communications World, 2002
Proceedings of the Proceedings IEEE INFOCOM 2002, 2002
Proceedings of the 2nd ACM SIGCOMM Internet Measurement Workshop, 2002
2001
Proceedings of the Evolutionary Trends of the Internet, 2001
Proceedings of the Proceedings IEEE INFOCOM 2001, 2001
Proceedings of the Proceedings IEEE INFOCOM 2001, 2001
Proceedings of the 1st ACM SIGCOMM Internet Measurement Workshop, 2001
Proceedings of the 1st ACM SIGCOMM Internet Measurement Workshop, 2001
2000
A large deviation analysis of errors in measurement based admission control to buffered and bufferless resources.
Queueing Syst. Theory Appl., 2000
The use of end-to-end multicast measurements for characterizing internal network behavior.
IEEE Commun. Mag., 2000
Proceedings of the Proceedings IEEE INFOCOM 2000, 2000
1999
IEEE Trans. Multim., 1999
IEEE Trans. Inf. Theory, 1999
SIGMETRICS Perform. Evaluation Rev., 1999
Proceedings of the ACM SIGCOMM 1999 Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication, August 30, 1999
Asymptotic Sampling Properties of Effective Bandwidth Estimation for Admission Control.
Proceedings of the Proceedings IEEE INFOCOM '99, 1999
Multicast-Based Inference of Network-Internal Characteristics: Accuracy of Packet Loss Estimation.
Proceedings of the Proceedings IEEE INFOCOM '99, 1999
1998
IEEE/ACM Trans. Netw., 1998
Queueing Syst. Theory Appl., 1998
Perform. Evaluation, 1998
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
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
1997
Telecommun. Syst., 1997
Queueing Syst. Theory Appl., 1997
Queueing Syst. Theory Appl., 1997
1995
Large deviations, the shape of the loss curve, and economies of scale in large multiplexers.
Queueing Syst. Theory Appl., 1995
IEEE J. Sel. Areas Commun., 1995
1994
Queueing Syst. Theory Appl., 1994
Estimating QoS parameters for ATM traffic using its entropy.
Proceedings of the ATM Networks, 1994