Nick G. Duffield

ORCID

Publication Activity (10 Years)

Years Active: 1994-2018
Publications (10 Years): 13

Top Venues

CoRR

SIGMETRICS

IEEE/ACM Trans. Netw.

KDD

Publications

Nesreen K. Ahmed, Nick G. Duffield, Liangzhen Xia
Sampling for Approximate Bipartite Network Projection. IJCAI (2018)
Nesreen K. Ahmed, Nick G. Duffield, Liangzhen Xia
Estimating Node Similarity by Sampling Streaming Bipartite Graphs. CoRR (2017)
Nesreen K. Ahmed, Nick G. Duffield, Theodore L. Willke, Ryan A. Rossi
On Sampling from Massive Graph Streams. CoRR (2017)
Nesreen K. Ahmed, Jennifer Neville, Ryan A. Rossi, Nick G. Duffield, Theodore L. Willke
Graphlet decomposition: framework, algorithms, and applications. Knowl. Inf. Syst. 50 (3) (2017)
Nick G. Duffield, Yunhong Xu, Liangzhen Xia, Nesreen K. Ahmed, Minlan Yu
Stream Aggregation Through Order Sampling. CIKM (2017)
Nesreen K. Ahmed, Nick G. Duffield, Theodore L. Willke, Ryan A. Rossi
On Sampling from Massive Graph Streams. Proc. VLDB Endow. 10 (11) (2017)
Nick G. Duffield, Yunhong Xu, Liangzhen Xia, Nesreen K. Ahmed, Minlan Yu
Stream Aggregation Through Order Sampling. CoRR (2017)
Nick G. Duffield, Balachander Krishnamurthy
Efficient Sampling for Better OSN Data Provisioning. CoRR (2016)
Edith Cohen, Graham Cormode, Nick G. Duffield, Carsten Lund
On the Tradeoff between Stability and Fit. ACM Trans. Algorithms 13 (1) (2016)
Nick G. Duffield, Balachander Krishnamurthy
Efficient sampling for better OSN data provisioning. Allerton (2016)
David S. Johnson, Lee Breslau, Ilias Diakonikolas, Nick G. Duffield, Yu Gu, MohammadTaghi Hajiaghayi, Howard J. Karloff, Mauricio G. C. Resende, Subhabrata Sen
Near-Optimal Disjoint-Path Facility Location Through Set Cover by Pairs. CoRR (2016)
Nesreen K. Ahmed, Jennifer Neville, Ryan A. Rossi, Nick G. Duffield
Fast Parallel Graphlet Counting for Large Networks. CoRR (2015)
Nesreen K. Ahmed, Jennifer Neville, Ryan A. Rossi, Nick G. Duffield
Efficient Graphlet Counting for Large Networks. ICDM (2015)
Nick G. Duffield, Jie Wu
Challenges and opportunities for analysis based research in big data. IPCCC (2014)
Nesreen K. Ahmed, Nick G. Duffield, Jennifer Neville, Ramana Rao Kompella
Graph Sample and Hold: A Framework for Big-Graph Analytics. CoRR (2014)
Nesreen K. Ahmed, Nick G. Duffield, Jennifer Neville, Ramana Rao Kompella
Graph sample and hold: a framework for big-graph analytics. KDD (2014)
Edith Cohen, Nick G. Duffield, Haim Kaplan, Carsten Lund, Mikkel Thorup
Algorithms and estimators for summarization of unaggregated data streams. J. Comput. Syst. Sci. 80 (7) (2014)
Graham Cormode, Nick G. Duffield
Sampling for big data: a tutorial. KDD (2014)
Edith Cohen, Graham Cormode, Nick G. Duffield, Carsten Lund
On the Tradeoff between Stability and Fit CoRR (2013)
Yi-Chao Chen, Gene Moo Lee, Nick G. Duffield, Lili Qiu, Jia Wang
Event detection using customer care calls. INFOCOM (2013)
Yingying Chen, Nick G. Duffield, Patrick Haffner, Wen-Ling Hsu, Guy Jacobson, Yu Jin, Subhabrata Sen, Shobha Venkataraman, Zhi-Li Zhang
Understanding the complexity of 3G UMTS network performance. Networking (2013)
Wei Dong, Nick G. Duffield, Zihui Ge, Seungjoon Lee, Jeffrey Pang
Modeling Cellular User Mobility Using a Leap Graph. PAM (2013)
Nick G. Duffield, Richard J. Gibbens
Editorial message from the program chairs. Perform. Evaluation 70 (10) (2013)
Myungjin Lee, Nick G. Duffield, Ramana Rao Kompella
High-Fidelity Per-Flow Delay Measurements With Reference Latency Interpolation. IEEE/ACM Trans. Netw. 21 (5) (2013)
Myungjin Lee, Nick G. Duffield, Ramana Rao Kompella
MAPLE: a scalable architecture for maintaining packet latency measurements. Internet Measurement Conference (2012)
Myungjin Lee, Nick G. Duffield, Ramana Rao Kompella
A scalable architecture for maintaining packet latency measurements. SIGMETRICS (2012)
Josep Sanjuàs-Cuxart, Pere Barlet-Ros, Nick G. Duffield, Ramana Rao Kompella
Cuckoo sampling: Robust collection of flow aggregates under a fixed memory budget. INFOCOM (2012)
Edith Cohen, Graham Cormode, Nick G. Duffield
Don't let the negatives bring you down: sampling from streams of signed updates. SIGMETRICS (2012)
Myungjin Lee, Nick G. Duffield, Ramana Rao Kompella
Opportunistic Flow-Level Latency Estimation Using Consistent NetFlow. IEEE/ACM Trans. Netw. 20 (1) (2012)
Chi-Yao Hong, Matthew Caesar, Nick G. Duffield, Jia Wang
Tiresias: Online Anomaly Detection for Hierarchical Operational Network Data CoRR (2012)
Chi-Yao Hong, Matthew Caesar, Nick G. Duffield, Jia Wang
Tiresias: Online Anomaly Detection for Hierarchical Operational Network Data. ICDCS (2012)
Nick G. Duffield
Fair sampling across network flow measurements. SIGMETRICS (2012)
Nick G. Duffield, Al Morton, Joel Sommers
Loss Episode Metrics for IP Performance Metrics (IPPM). RFC 6534 (2012)
Yu Jin, Nick G. Duffield, Jeffrey Erman, Patrick Haffner, Subhabrata Sen, Zhi-Li Zhang
A Modular Machine Learning System for Flow-Level Traffic Classification in Large Networks. ACM Trans. Knowl. Discov. Data 6 (1) (2012)
Edith Cohen, Graham Cormode, Nick G. Duffield
Structure-Aware Sampling: Flexible and Accurate Summarization CoRR (2011)
Yu Jin, Nick G. Duffield, Alexandre Gerber, Patrick Haffner, Wen-Ling Hsu, Guy Jacobson, Subhabrata Sen, Shobha Venkataraman, Zhi-Li Zhang
Large-scale app-based reporting of customer problems in cellular networks: potential and limitations. W-MUST@SIGCOMM (2011)
Edith Cohen, Nick G. Duffield, Haim Kaplan, Carsten Lund, Mikkel Thorup
Efficient Stream Sampling for Variance-Optimal Estimation of Subset Sums. SIAM J. Comput. 40 (5) (2011)
Lee Breslau, Ilias Diakonikolas, Nick G. Duffield, Yu Gu, Mohammad Taghi Hajiaghayi, David S. Johnson, Howard J. Karloff, Mauricio G. C. Resende, Subhabrata Sen
Disjoint-Path Facility Location: Theory and Practice. ALENEX (2011)
Joel Sommers, Rhys Alistair Bowden, Brian Eriksson, Paul Barford, Matthew Roughan, Nick G. Duffield
Efficient network-wide flow record generation. INFOCOM (2011)
Yu Jin, Nick G. Duffield, Alexandre Gerber, Patrick Haffner, Wen-Ling Hsu, Guy Jacobson, Subhabrata Sen, Shobha Venkataraman, Zhi-Li Zhang
Making sense of customer tickets in cellular networks. INFOCOM (2011)
Josep Sanjuàs-Cuxart, Pere Barlet-Ros, Nick G. Duffield, Ramana Rao Kompella
Sketching the delay: tracking temporally uncorrelated flow-level latencies. Internet Measurement Conference (2011)
Edith Cohen, Graham Cormode, Nick G. Duffield
Structure-aware sampling on data streams. SIGMETRICS (2011)
Edith Cohen, Graham Cormode, Nick G. Duffield
Structure-Aware Sampling: Flexible and Accurate Summarization. Proc. VLDB Endow. 4 (11) (2011)
Yu Jin, Nick G. Duffield, Alexandre Gerber, Patrick Haffner, Subhabrata Sen, Zhi-Li Zhang
NEVERMIND, the problem is already fixed: proactively detecting and troubleshooting customer DSL problems. CoNEXT (2010)
Joel Sommers, Paul Barford, Nick G. Duffield, Amos Ron
Multiobjective monitoring for SLA compliance. IEEE/ACM Trans. Netw. 18 (2) (2010)
Yu Jin, Nick G. Duffield, Patrick Haffner, Subhabrata Sen, Zhi-Li Zhang
Inferring applications at the network layer using collective traffic statistics. SIGMETRICS (2010)
Yu Jin, Nick G. Duffield, Patrick Haffner, Subhabrata Sen, Zhi-Li Zhang
Inferring applications at the network layer using collective traffic statistics. International Teletraffic Congress (2010)
Brian Eriksson, Paul Barford, Rhys Alistair Bowden, Nick G. Duffield, Joel Sommers, Matthew Roughan
BasisDetect: a model-based network event detection framework. Internet Measurement Conference (2010)
Myungjin Lee, Nick G. Duffield, Ramana Rao Kompella
Not all microseconds are equal: fine-grained per-flow measurements with reference latency interpolation. SIGCOMM (2010)
Amogh Dhamdhere, Lee Breslau, Nick G. Duffield, Cheng Tien Ee, Alexandre Gerber, Carsten Lund, Subhabrata Sen
Flowroute: inferring forwarding table updates using passive flow-level measurements. Internet Measurement Conference (2010)
Myungjin Lee, Nick G. Duffield, Ramana Rao Kompella
Two Samples are Enough: Opportunistic Flow-level Latency Estimation using NetFlow. INFOCOM (2010)
Tanja Zseby, Maurizio Molina, Nick G. Duffield, Saverio Niccolini, Frederic Raspall
Sampling and Filtering Techniques for IP Packet Selection. RFC 5475 (2009)
Edith Cohen, Nick G. Duffield, Haim Kaplan, Carsten Lund, Mikkel Thorup
Stream sampling for variance-optimal estimation of subset sums. SODA (2009)
Nick G. Duffield, Patrick Haffner, Balachander Krishnamurthy, Haakon Ringberg
Rule-Based Anomaly Detection on IP Flows. INFOCOM (2009)
Paul Barford, Nick G. Duffield, Amos Ron, Joel Sommers
Network Performance Anomaly Detection and Localization. INFOCOM (2009)
Edith Cohen, Nick G. Duffield, Haim Kaplan, Carsten Lund, Mikkel Thorup
Composable, Scalable, and Accurate Weight Summarization of Unaggregated Data Sets. Proc. VLDB Endow. 2 (1) (2009)
Amir Hassan Rasti, Mojtaba Torkjazi, Reza Rejaie, Nick G. Duffield, Walter Willinger, Daniel Stutzbach
Respondent-Driven Sampling for Characterizing Unstructured Overlays. INFOCOM (2009)
Daniel Stutzbach, Reza Rejaie, Nick G. Duffield, Subhabrata Sen, Walter Willinger
On unbiased sampling for unstructured peer-to-peer networks. IEEE/ACM Trans. Netw. 17 (2) (2009)
Yu Gu, Lee Breslau, Nick G. Duffield, Subhabrata Sen
On Passive One-Way Loss Measurements Using Sampled Flow Statistics. INFOCOM (2009)
Nick G. Duffield, Derek Chiou, Benoit Claise, Albert G. Greenberg, Matthias Grossglauser, Jennifer Rexford
A Framework for Packet Selection and Reporting. RFC 5474 (2009)
Edith Cohen, Nick G. Duffield, Haim Kaplan, Carsten Lund, Mikkel Thorup
Variance optimal sampling based estimation of subset sums CoRR (2008)
Vijay Arya, Nick G. Duffield, Darryl Veitch
Temporal Delay Tomography. INFOCOM (2008)
Yu Gu, Lee Breslau, Nick G. Duffield, Subhabrata Sen
GRE Encapsulated Multicast Probing: A Scalable Technique for Measuring One-Way Loss. INFOCOM (2008)
Nick G. Duffield, Matthias Grossglauser
Trajectory sampling with unreliable reporting. IEEE/ACM Trans. Netw. 16 (1) (2008)
Edith Cohen, Nick G. Duffield, Carsten Lund, Mikkel Thorup
Confident estimation for multistage measurement sampling and aggregation. SIGMETRICS (2008)
Joel Sommers, Paul Barford, Nick G. Duffield, Amos Ron
A geometric approach to improving active packet loss measurement. IEEE/ACM Trans. Netw. 16 (2) (2008)
Nick G. Duffield, Carsten Lund, Mikkel Thorup
Priority sampling for estimation of arbitrary subset sums. J. ACM 54 (6) (2007)
Yu Gu, Lee Breslau, Nick G. Duffield, Subhabrata Sen
GRE encapsulated multicast probing: a scalable technique for measuring one-way loss. SIGMETRICS (2007)
Joel Sommers, Paul Barford, Nick G. Duffield, Amos Ron
Accurate and efficient SLA compliance monitoring. SIGCOMM (2007)
Edith Cohen, Nick G. Duffield, Haim Kaplan, Carsten Lund, Mikkel Thorup
Sketching unaggregated data streams for subpopulation-size queries. PODS (2007)
Edith Cohen, Nick G. Duffield, Haim Kaplan, Carsten Lund, Mikkel Thorup
Algorithms and estimators for accurate summarization of internet traffic. Internet Measurement Conference (2007)
Vijay Arya, Nick G. Duffield, Darryl Veitch
Multicast inference of temporal loss characteristics. Perform. Evaluation 64 (9-12) (2007)
Joel Sommers, Paul Barford, Nick G. Duffield, Amos Ron
A Framework for Multi-Objective SLA Compliance Monitoring. INFOCOM (2007)
Nick G. Duffield, Kartik Gopalan, Michael R. Hines, Aman Shaikh, Jacobus E. van der Merwe
Measurement Informed Route Selection. PAM (2007)
Nick G. Duffield
Network Tomography of Binary Network Performance Characteristics. IEEE Trans. Inf. Theory 52 (12) (2006)
Daniel Stutzbach, Reza Rejaie, Nick G. Duffield, Subhabrata Sen, Walter Willinger
Sampling Techniques for Large, Dynamic Graphs. INFOCOM (2006)
Vyas Sekar, Nick G. Duffield, Oliver Spatscheck, Jacobus E. van der Merwe, Hui Zhang
LADS: Large-scale Automated DDoS Detection System. USENIX Annual Technical Conference, General Track (2006)
Cliff Changchun Zou, Nick G. Duffield, Donald F. Towsley, Weibo Gong
Adaptive Defense Against Various Network Attacks. IEEE J. Sel. Areas Commun. 24 (10) (2006)
Daniel Stutzbach, Reza Rejaie, Nick G. Duffield, Subhabrata Sen, Walter Willinger
On unbiased sampling for unstructured peer-to-peer networks. Internet Measurement Conference (2006)
Nick G. Duffield, Francesco Lo Presti, Vern Paxson, Donald F. Towsley
Network loss tomography using striped unicast probes. IEEE/ACM Trans. Netw. 14 (4) (2006)
Nick G. Duffield, Joseph Horowitz, Francesco Lo Presti, Donald F. Towsley
Explicit Loss Inference in Multicast Tomography. IEEE Trans. Inf. Theory 52 (8) (2006)
Renata Teixeira, Nick G. Duffield, Jennifer Rexford, Matthew Roughan
Traffic Matrix Reloaded: Impact of Routing Changes. PAM (2005)
Nick G. Duffield, Carsten Lund, Mikkel Thorup
Sampling to estimate arbitrary subset sums CoRR (2005)
Nick G. Duffield, Carsten Lund, Mikkel Thorup
Learn more, sample less: control of volume and variance in network measurement. IEEE Trans. Inf. Theory 51 (5) (2005)
Nick G. Duffield
Stress Testing Traffic to Infer Its Legitimacy. SRUTI (2005)
Nick G. Duffield, Carsten Lund, Mikkel Thorup
Optimal Combination of Sampled Network Measurements. Internet Measurement Conference (2005)
Joel Sommers, Paul Barford, Nick G. Duffield, Amos Ron
Improving accuracy in end-to-end packet loss measurement. SIGCOMM (2005)
Noga Alon, Nick G. Duffield, Carsten Lund, Mikkel Thorup
Estimating arbitrary subset sums with few probes. PODS (2005)
Nick G. Duffield, Vijay Arya, R. Bellino, Timur Friedman, Joseph Horowitz, Donald F. Towsley, Thierry Turletti
Network tomography from aggregate loss reports. Perform. Evaluation 62 (1-4) (2005)
Nick G. Duffield, Carsten Lund, Mikkel Thorup
Estimating flow distributions from sampled flow statistics. IEEE/ACM Trans. Netw. 13 (5) (2005)
Nick G. Duffield, Steven H. Low
Allocating commodity resources in aggregate traffic networks. Perform. Evaluation 57 (3) (2004)
Yin Zhang, Sumeet Singh, Subhabrata Sen, Nick G. Duffield, Carsten Lund
Online identification of hierarchical heavy hitters: algorithms, evaluation, and applications. Internet Measurement Conference (2004)
Nick G. Duffield, Carsten Lund, Mikkel Thorup
Flow sampling under hard resource constraints. SIGMETRICS (2004)
Nick G. Duffield, Matthias Grossglauser
Trajectory Sampling with Unreliable Reporting. INFOCOM (2004)
Nick G. Duffield, Francesco Lo Presti
Network tomography from measured end-to-end delay covariance. IEEE/ACM Trans. Netw. 12 (6) (2004)
Matthew Roughan, Subhabrata Sen, Oliver Spatscheck, Nick G. Duffield
Class-of-service mapping for QoS: a statistical signature-based approach to IP traffic classification. Internet Measurement Conference (2004)
Nick G. Duffield
Simple network performance tomography. Internet Measurement Conference (2003)
Yin Zhang, Matthew Roughan, Nick G. Duffield, Albert G. Greenberg
Fast accurate computation of large-scale IP traffic matrices from link loads. SIGMETRICS (2003)
Nick G. Duffield, Carsten Lund, Mikkel Thorup
Estimating flow distributions from sampled flow statistics. SIGCOMM (2003)
Nick G. Duffield, Carsten Lund
Predicting resource usage and estimation accuracy in an IP flow measurement collection infrastructure. Internet Measurement Conference (2003)

Nick G. Duffield.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Nick G. Duffield