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Nick Duffield – Nicholas Duffield
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2020 – today
- 2025
[j56]Pankaj Pal, Juan Landivar-Bowles, Jose Luis Landivar-Scott, Nick Duffield, Kevin J. Nowka, Jinha Jung, Anjin Chang, Kiju Lee, Lei Zhao, Mahendra Bhandari:
Unmanned aerial system and machine learning driven Digital-Twin framework for in-season cotton growth forecasting. Comput. Electron. Agric. 228: 109589 (2025)- 2024
- [j55]Diya Li, Zhe Zhang
, Bahareh Alizadeh Kharazi, Ziyi Zhang, Nick Duffield, Michelle A. Meyer, Courtney M. Thompson, Huilin Gao, Amir H. Behzadan:
A reinforcement learning-based routing algorithm for large street networks. Int. J. Geogr. Inf. Sci. 38(2): 183-215 (2024) - [j54]Haoyu Niu, Janvita Reddy Peddagudreddygari, Mahendra Bhandari, Juan A. Landivar, Craig W. Bednarz, Nick Duffield:
In-Season Cotton Yield Prediction with Scale-Aware Convolutional Neural Network Models and Unmanned Aerial Vehicle RGB Imagery. Sensors 24(8): 2432 (2024) - [j53]Xinyue Ye, Shoujia Li, Ge Gao, David Retchless, Zhenhang Cai, Galen Newman, Jiaxin Du, Nick Duffield:
3D visualization of hurricane storm surge impact on urban infrastructure. Urban Inform. 3(1): 9 (2024) - [c100]Ziyi Zhang, Shaogang Ren, Xiaoning Qian, Nick Duffield:
Learning Flexible Time-windowed Granger Causality Integrating Heterogeneous Interventional Time Series Data. KDD 2024: 4408-4418 - [c99]Ziyi Zhang, Shaogang Ren, Xiaoning Qian, Nick Duffield:
Towards Invariant Time Series Forecasting in Smart Cities. WWW (Companion Volume) 2024: 1344-1350 - [i33]Peiman Mohseni, Nick Duffield:
Spectral Convolutional Conditional Neural Processes. CoRR abs/2404.13182 (2024) - [i32]Ziyi Zhang, Shaogang Ren, Xiaoning Qian, Nick Duffield:
Towards Invariant Time Series Forecasting in Smart Cities. CoRR abs/2405.05430 (2024) - [i31]Ziyi Zhang, Shaogang Ren, Xiaoning Qian, Nick Duffield:
Learning Flexible Time-windowed Granger Causality Integrating Heterogeneous Interventional Time Series Data. CoRR abs/2406.10419 (2024) - 2023
- [c98]Ziyi Zhang, Diya Li, Zhenlei Song, Nick Duffield, Zhe Zhang:
Location-Aware Social Network Recommendation via Temporal Graph Networks. LocalRec@SIGSPATIAL 2023: 58-61 - [c97]Peiman Mohseni, Nick Duffield, Bani K. Mallick, Arman Hasanzadeh:
Adaptive Conditional Quantile Neural Processes. UAI 2023: 1445-1455 - [i30]Peiman Mohseni, Nick Duffield, Bani K. Mallick, Arman Hasanzadeh:
Adaptive Conditional Quantile Neural Processes. CoRR abs/2305.18777 (2023) - 2022
- [j52]Binbin Lin, Lei Zou, Nick Duffield, Ali Mostafavi, Heng Cai, Bing Zhou, Jian Tao, Mingzheng Yang, Debayan Mandal, Joynal Abedin:
Revealing the linguistic and geographical disparities of public awareness to Covid-19 outbreak through social media. Int. J. Digit. Earth 15(1): 868-889 (2022) - [c96]Arman Hasanzadeh, Ehsan Hajiramezanali, Nick Duffield, Xiaoning Qian:
MoReL: Multi-omics Relational Learning. ICLR 2022 - [c95]Yixiao Feng, Nick Duffield:
Multiscale Energy Network Tomography. IFIP Networking 2022: 1-9 - [c94]Yunhong Xu, Keqiang He, Rui Wang, Minlan Yu, Nick Duffield, Hassan M. G. Wassel, Shidong Zhang, Leon Poutievski, Junlan Zhou, Amin Vahdat:
Hashing Design in Modern Networks: Challenges and Mitigation Techniques. USENIX ATC 2022: 805-818 - [i29]Arman Hasanzadeh, Ehsan Hajiramezanali, Nick Duffield, Xiaoning Qian:
MoReL: Multi-omics Relational Learning. CoRR abs/2203.08149 (2022) - 2021
- [j51]Nesreen K. Ahmed, Nick Duffield, Ryan A. Rossi:
Online Sampling of Temporal Networks. ACM Trans. Knowl. Discov. Data 15(4): 59:1-59:27 (2021) - [c93]Sourav Panda, Yixiao Feng, Sameer G. Kulkarni, K. K. Ramakrishnan, Nick Duffield, Laxmi N. Bhuyan:
SmartWatch: accurate traffic analysis and flow-state tracking for intrusion prevention using SmartNICs. CoNEXT 2021: 60-75 - [c92]Ziyi Zhang, Diya Li, Zhe Zhang, Nicholas Duffield:
A time-series clustering algorithm for analyzing the changes of mobility pattern caused by COVID-19. HANIMOB@SIGSPATIAL 2021: 13-17 - [i28]Binbin Lin, Lei Zou, Nick Duffield, Ali Mostafavi, Heng Cai, Bing Zhou, Jian Tao, Mingzheng Yang, Debayan Mandal, Joynal Abedin:
Revealing the Global Linguistic and Geographical Disparities of Public Awareness to Covid-19 Outbreak through Social Media. CoRR abs/2111.03446 (2021) - [i27]Arman Hasanzadeh, Mohammadreza Armandpour, Ehsan Hajiramezanali, Mingyuan Zhou, Nick Duffield, Krishna Narayanan:
Bayesian Graph Contrastive Learning. CoRR abs/2112.07823 (2021) - 2020
- [j50]David S. Johnson, Lee Breslau, Ilias Diakonikolas, Nick 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. Oper. Res. 68(3): 896-926 (2020) - [j49]Xi Liu, Muhe Xie, Xidao Wen, Rui Chen, Yong Ge, Nick Duffield, Na Wang:
Micro- and macro-level churn analysis of large-scale mobile games. Knowl. Inf. Syst. 62(4): 1465-1496 (2020) - [c91]Ehsan Hajiramezanali, Arman Hasanzadeh, Nick Duffield, Krishna Narayanan, Mingyuan Zhou, Xiaoning Qian:
Semi-Implicit Stochastic Recurrent Neural Networks. ICASSP 2020: 3342-3346 - [c90]Hanzi Mao, Xi Liu, Nick Duffield, Hao Yuan, Shuiwang Ji, Binayak P. Mohanty:
Context-aware Deep Representation Learning for Geo-spatiotemporal Analysis. ICDM 2020: 392-401 - [c89]Arman Hasanzadeh, Ehsan Hajiramezanali, Shahin Boluki, Mingyuan Zhou, Nick Duffield, Krishna Narayanan, Xiaoning Qian:
Bayesian Graph Neural Networks with Adaptive Connection Sampling. ICML 2020: 4094-4104 - [c88]Yixiao Feng, Sourav Panda, Sameer G. Kulkarni, K. K. Ramakrishnan, Nick Duffield:
A SmartNIC-Accelerated Monitoring Platform for In-band Network Telemetry. LANMAN 2020: 1-6 - [c87]Yunhong Xu, Hao Wu, Nick Duffield, Bin Liu, Minlan Yu:
Poster: CO2: Collaborative Packet Classification for Network Functions with Overselection. Networking 2020: 619-621 - [c86]Nesreen K. Ahmed, Nick Duffield:
Adaptive Shrinkage Estimation for Streaming Graphs. NeurIPS 2020 - [c85]Ehsan Hajiramezanali, Arman Hasanzadeh, Nick Duffield, Krishna Narayanan, Xiaoning Qian:
BayReL: Bayesian Relational Learning for Multi-omics Data Integration. NeurIPS 2020 - [i26]Arman Hasanzadeh, Ehsan Hajiramezanali, Shahin Boluki, Mingyuan Zhou, Nick Duffield, Krishna Narayanan, Xiaoning Qian:
Bayesian Graph Neural Networks with Adaptive Connection Sampling. CoRR abs/2006.04064 (2020) - [i25]Ehsan Hajiramezanali, Arman Hasanzadeh, Nick Duffield, Krishna R. Narayanan, Xiaoning Qian:
BayReL: Bayesian Relational Learning for Multi-omics Data Integration. CoRR abs/2010.05895 (2020)
2010 – 2019
- 2019
- [j48]Thomas Bonald, Nick Duffield:
Editorial. Proc. ACM Meas. Anal. Comput. Syst. 3(2): 20:1-20:2 (2019) - [c84]Arman Hasanzadeh, Xi Liu, Nick Duffield, Krishna R. Narayanan:
Piecewise Stationary Modeling of Random Processes Over Graphs With an Application to Traffic Prediction. IEEE BigData 2019: 3779-3788 - [c83]Ehsan Hajiramezanali, Arman Hasanzadeh, Krishna R. Narayanan, Nick Duffield, Mingyuan Zhou, Xiaoning Qian:
Variational Graph Recurrent Neural Networks. NeurIPS 2019: 10700-10710 - [c82]Arman Hasanzadeh, Ehsan Hajiramezanali, Krishna R. Narayanan, Nick Duffield, Mingyuan Zhou, Xiaoning Qian:
Semi-Implicit Graph Variational Auto-Encoders. NeurIPS 2019: 10711-10722 - [c81]Xi Liu, Ping-Chun Hsieh, Nick Duffield, Rui Chen, Muhe Xie, Xidao Wen:
Real-Time Streaming Graph Embedding Through Local Actions. WWW (Companion Volume) 2019: 285-293 - [e1]Erich M. Nahum, Thomas Bonald, Nick Duffield:
Abstracts of the 2019 SIGMETRICS/Performance Joint International Conference on Measurement and Modeling of Computer Systems, Phoenix, AZ, USA, June 24-28, 2019. ACM 2019, ISBN 978-1-4503-6678-6 [contents] - [i24]Xi Liu, Muhe Xie, Xidao Wen, Rui Chen, Yong Ge, Nick Duffield, Na Wang:
Micro- and Macro-Level Churn Analysis of Large-Scale Mobile Games. CoRR abs/1901.06247 (2019) - [i23]Nesreen K. Ahmed, Nick Duffield:
Network Shrinkage Estimation. CoRR abs/1908.01087 (2019) - [i22]Mahmood Ettehad, Nick Duffield, Gregory Berkolaiko:
Optimizing Consistent Merging and Pruning of Subgraphs in Network Tomography. CoRR abs/1908.03519 (2019) - [i21]Arman Hasanzadeh, Ehsan Hajiramezanali, Nick Duffield, Krishna R. Narayanan, Mingyuan Zhou, Xiaoning Qian:
Semi-Implicit Graph Variational Auto-Encoders. CoRR abs/1908.07078 (2019) - [i20]Ehsan Hajiramezanali, Arman Hasanzadeh, Nick Duffield, Krishna R. Narayanan, Mingyuan Zhou, Xiaoning Qian:
Variational Graph Recurrent Neural Networks. CoRR abs/1908.09710 (2019) - [i19]Nesreen K. Ahmed, Nick Duffield, Ryan A. Rossi:
Temporal Network Sampling. CoRR abs/1910.08657 (2019) - [i18]Ehsan Hajiramezanali, Arman Hasanzadeh, Nick Duffield, Krishna R. Narayanan, Mingyuan Zhou, Xiaoning Qian:
Semi-Implicit Stochastic Recurrent Neural Networks. CoRR abs/1910.12819 (2019) - 2018
- [c80]Xi Liu, Muhe Xie, Xidao Wen, Rui Chen, Yong Ge, Nick Duffield, Na Wang:
A Semi-Supervised and Inductive Embedding Model for Churn Prediction of Large-Scale Mobile Games. ICDM 2018: 277-286 - [c79]Nesreen K. Ahmed, Nick G. Duffield, Liangzhen Xia:
Sampling for Approximate Bipartite Network Projection. IJCAI 2018: 3286-3292 - [i17]Xi Liu, Muhe Xie, Xidao Wen, Rui Chen, Yong Ge, Nick Duffield, Na Wang:
A Semi-Supervised and Inductive Embedding Model for Churn Prediction of Large-Scale Mobile Games. CoRR abs/1808.06573 (2018) - [i16]Xi Liu, Ping-Chun Hsieh, Nick Duffield, Rui Chen, Muhe Xie, Xidao Wen:
Streaming Network Embedding through Local Actions. CoRR abs/1811.05932 (2018) - 2017
- [j47]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): 689-722 (2017) - [j46]Nesreen K. Ahmed, Nick G. Duffield, Theodore L. Willke, Ryan A. Rossi:
On Sampling from Massive Graph Streams. Proc. VLDB Endow. 10(11): 1430-1441 (2017) - [c78]Nick G. Duffield, Yunhong Xu, Liangzhen Xia, Nesreen K. Ahmed, Minlan Yu:
Stream Aggregation Through Order Sampling. CIKM 2017: 909-918 - [i15]Nesreen K. Ahmed, Nick G. Duffield, Theodore L. Willke, Ryan A. Rossi:
On Sampling from Massive Graph Streams. CoRR abs/1703.02625 (2017) - [i14]Nick G. Duffield, Yunhong Xu, Liangzhen Xia, Nesreen K. Ahmed, Minlan Yu:
Stream Aggregation Through Order Sampling. CoRR abs/1703.02693 (2017) - [i13]Nesreen K. Ahmed, Nick G. Duffield, Liangzhen Xia:
Estimating Node Similarity by Sampling Streaming Bipartite Graphs. CoRR abs/1712.08685 (2017) - 2016
- [j45]Edith Cohen, Graham Cormode, Nick G. Duffield, Carsten Lund:
On the Tradeoff between Stability and Fit. ACM Trans. Algorithms 13(1): 7:1-7:24 (2016) - [c77]Nick G. Duffield, Balachander Krishnamurthy:
Efficient sampling for better OSN data provisioning. Allerton 2016: 861-868 - [i12]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 abs/1611.01210 (2016) - [i11]Nick G. Duffield, Balachander Krishnamurthy:
Efficient Sampling for Better OSN Data Provisioning. CoRR abs/1612.04666 (2016) - 2015
- [c76]Nesreen K. Ahmed, Jennifer Neville, Ryan A. Rossi, Nick G. Duffield:
Efficient Graphlet Counting for Large Networks. ICDM 2015: 1-10 - [i10]Nesreen K. Ahmed, Jennifer Neville, Ryan A. Rossi, Nick G. Duffield:
Fast Parallel Graphlet Counting for Large Networks. CoRR abs/1506.04322 (2015) - 2014
- [j44]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): 1214-1244 (2014) - [c75]Nick G. Duffield, Jie Wu:
Challenges and opportunities for analysis based research in big data. IPCCC 2014: 1 - [c74]Nesreen K. Ahmed, Nick G. Duffield, Jennifer Neville, Ramana Rao Kompella:
Graph sample and hold: a framework for big-graph analytics. KDD 2014: 1446-1455 - [c73]Graham Cormode, Nick G. Duffield:
Sampling for big data: a tutorial. KDD 2014: 1975 - [i9]Nesreen K. Ahmed, Nick G. Duffield, Jennifer Neville, Ramana Rao Kompella:
Graph Sample and Hold: A Framework for Big-Graph Analytics. CoRR abs/1403.3909 (2014) - 2013
- [j43]Nick G. Duffield, Richard J. Gibbens:
Editorial message from the program chairs. Perform. Evaluation 70(10): 691 (2013) - [j42]Myungjin Lee, Nick G. Duffield, Ramana Rao Kompella:
High-Fidelity Per-Flow Delay Measurements With Reference Latency Interpolation. IEEE/ACM Trans. Netw. 21(5): 1567-1580 (2013) - [c72]Yi-Chao Chen, Gene Moo Lee, Nick G. Duffield, Lili Qiu, Jia Wang:
Event detection using customer care calls. INFOCOM 2013: 1690-1698 - [c71]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: 1-9 - [c70]Wei Dong, Nick G. Duffield, Zihui Ge, Seungjoon Lee, Jeffrey Pang:
Modeling Cellular User Mobility Using a Leap Graph. PAM 2013: 53-62 - [i8]Edith Cohen, Graham Cormode, Nick G. Duffield, Carsten Lund:
On the Tradeoff between Stability and Fit. CoRR abs/1302.2137 (2013) - 2012
- [j41]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): 4:1-4:34 (2012) - [j40]Myungjin Lee, Nick G. Duffield, Ramana Rao Kompella:
Opportunistic Flow-Level Latency Estimation Using Consistent NetFlow. IEEE/ACM Trans. Netw. 20(1): 139-152 (2012) - [c69]Chi-Yao Hong, Matthew Caesar, Nick G. Duffield, Jia Wang:
Tiresias: Online Anomaly Detection for Hierarchical Operational Network Data. ICDCS 2012: 173-182 - [c68]Myungjin Lee, Nick G. Duffield, Ramana Rao Kompella:
MAPLE: a scalable architecture for maintaining packet latency measurements. Internet Measurement Conference 2012: 101-114 - [c67]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: 2751-2755 - [c66]Yu Jin, Nick Duffield, Alexandre Gerber, Patrick Haffner, Wen-Ling Hsu, Guy Jacobson, Subhabrata Sen, Shobha Venkataraman, Zhi-Li Zhang:
Characterizing data usage patterns in a large cellular network. CellNet@SIGCOMM 2012: 7-12 - [c65]Edith Cohen, Graham Cormode, Nick G. Duffield:
Don't let the negatives bring you down: sampling from streams of signed updates. SIGMETRICS 2012: 343-354 - [c64]Nick G. Duffield:
Fair sampling across network flow measurements. SIGMETRICS 2012: 367-378 - [c63]Myungjin Lee, Nick G. Duffield, Ramana Rao Kompella:
A scalable architecture for maintaining packet latency measurements. SIGMETRICS 2012: 391-392 - [i7]Chi-Yao Hong, Matthew Caesar, Nick G. Duffield, Jia Wang:
Tiresias: Online Anomaly Detection for Hierarchical Operational Network Data. CoRR abs/1203.2163 (2012) - [i6]Nick G. Duffield, Al Morton, Joel Sommers:
Loss Episode Metrics for IP Performance Metrics (IPPM). RFC 6534: 1-21 (2012) - 2011
- [j39]Edith Cohen, Graham Cormode, Nick G. Duffield:
Structure-Aware Sampling: Flexible and Accurate Summarization. Proc. VLDB Endow. 4(11): 819-830 (2011) - [j38]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): 1402-1431 (2011) - [c62]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: 60-74 - [c61]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: 483-498 - [c60]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: 101-105 - [c59]Joel Sommers, Rhys Alistair Bowden, Brian Eriksson, Paul Barford, Matthew Roughan, Nick G. Duffield:
Efficient network-wide flow record generation. INFOCOM 2011: 2363-2371 - [c58]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: 13-18 - [c57]Edith Cohen, Graham Cormode, Nick G. Duffield:
Structure-aware sampling on data streams. SIGMETRICS 2011: 197-208 - [i5]Edith Cohen, Graham Cormode, Nick G. Duffield:
Structure-Aware Sampling: Flexible and Accurate Summarization. CoRR abs/1102.5146 (2011) - 2010
- [j37]Joel Sommers, Paul Barford, Nick G. Duffield, Amos Ron:
Multiobjective monitoring for SLA compliance. IEEE/ACM Trans. Netw. 18(2): 652-665 (2010) - [c56]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: 7 - [c55]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: 315-321 - [c54]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: 451-464 - [c53]Myungjin Lee, Nick G. Duffield, Ramana Rao Kompella:
Two Samples are Enough: Opportunistic Flow-level Latency Estimation using NetFlow. INFOCOM 2010: 2196-2204 - [c52]Myungjin Lee, Nick G. Duffield, Ramana Rao Kompella:
Not all microseconds are equal: fine-grained per-flow measurements with reference latency interpolation. SIGCOMM 2010: 27-38 - [c51]Yu Jin, Nick G. Duffield, Patrick Haffner, Subhabrata Sen, Zhi-Li Zhang:
Inferring applications at the network layer using collective traffic statistics. SIGMETRICS 2010: 351-352 - [c50]Yu Jin, Nick G. Duffield, Patrick Haffner, Subhabrata Sen, Zhi-Li Zhang:
Inferring applications at the network layer using collective traffic statistics. ITC 2010: 1-8
2000 – 2009
- 2009
- [j36]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): 431-442 (2009) - [j35]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): 377-390 (2009) - [c49]Nick G. Duffield, Patrick Haffner, Balachander Krishnamurthy, Haakon Ringberg:
Rule-Based Anomaly Detection on IP Flows. INFOCOM 2009: 424-432 - [c48]Paul Barford, Nick G. Duffield, Amos Ron, Joel Sommers:
Network Performance Anomaly Detection and Localization. INFOCOM 2009: 1377-1385 - [c47]Amir Hassan Rasti, Mojtaba Torkjazi, Reza Rejaie, Nick G. Duffield, Walter Willinger, Daniel Stutzbach:
Respondent-Driven Sampling for Characterizing Unstructured Overlays. INFOCOM 2009: 2701-2705 - [c46]Yu Gu, Lee Breslau, Nick G. Duffield, Subhabrata Sen:
On Passive One-Way Loss Measurements Using Sampled Flow Statistics. INFOCOM 2009: 2946-2950 - [c45]Edith Cohen, Nick G. Duffield, Haim Kaplan, Carsten Lund, Mikkel Thorup:
Stream sampling for variance-optimal estimation of subset sums. SODA 2009: 1255-1264 - [i4]Nick G. Duffield, Derek Chiou, Benoit Claise, Albert G. Greenberg, Matthias Grossglauser, Jennifer Rexford:
A Framework for Packet Selection and Reporting. RFC 5474: 1-38 (2009) - [i3]Tanja Zseby, Maurizio Molina, Nick G. Duffield, Saverio Niccolini, Frederic Raspall:
Sampling and Filtering Techniques for IP Packet Selection. RFC 5475: 1-46 (2009) - 2008
- [j34]Nick G. Duffield, Matthias Grossglauser:
Trajectory sampling with unreliable reporting. IEEE/ACM Trans. Netw. 16(1): 37-50 (2008) - [j33]Joel Sommers, Paul Barford, Nick G. Duffield, Amos Ron:
A geometric approach to improving active packet loss measurement. IEEE/ACM Trans. Netw. 16(2): 307-320 (2008) - [c44]Vijay Arya, Nick G. Duffield, Darryl Veitch:
Temporal Delay Tomography. INFOCOM 2008: 276-280 - [c43]Yu Gu, Lee Breslau, Nick G. Duffield, Subhabrata Sen:
GRE Encapsulated Multicast Probing: A Scalable Technique for Measuring One-Way Loss. INFOCOM 2008: 1651-1659 - [c42]Edith Cohen, Nick G. Duffield, Carsten Lund, Mikkel Thorup:
Confident estimation for multistage measurement sampling and aggregation. SIGMETRICS 2008: 109-120 - [i2]Edith Cohen, Nick G. Duffield, Haim Kaplan, Carsten Lund, Mikkel Thorup:
Variance optimal sampling based estimation of subset sums. CoRR abs/0803.0473 (2008) - 2007
- [j32]Nick G. Duffield, Carsten Lund, Mikkel Thorup:
Priority sampling for estimation of arbitrary subset sums. J. ACM 54(6): 32 (2007) - [j31]Vijay Arya, Nick G. Duffield, Darryl Veitch:
Multicast inference of temporal loss characteristics. Perform. Evaluation 64(9-12): 1169-1180 (2007) - [c41]Edith Cohen, Nick G. Duffield, Haim Kaplan, Carsten Lund, Mikkel Thorup:
Algorithms and estimators for accurate summarization of internet traffic. Internet Measurement Conference 2007: 265-278 - [c40]Joel Sommers, Paul Barford, Nick G. Duffield, Amos Ron:
A Framework for Multi-Objective SLA Compliance Monitoring. INFOCOM 2007: 2446-2450 - [c39]Nick G. Duffield, Kartik Gopalan, Michael R. Hines, Aman Shaikh, Jacobus E. van der Merwe:
Measurement Informed Route Selection. PAM 2007: 250-254 - [c38]Edith Cohen, Nick G. Duffield, Haim Kaplan, Carsten Lund, Mikkel Thorup:
Sketching unaggregated data streams for subpopulation-size queries. PODS 2007: 253-262 - [c37]Joel Sommers, Paul Barford, Nick G. Duffield, Amos Ron:
Accurate and efficient SLA compliance monitoring. SIGCOMM 2007: 109-120 - [c36]Yu Gu, Lee Breslau, Nick G. Duffield, Subhabrata Sen:
GRE encapsulated multicast probing: a scalable technique for measuring one-way loss. SIGMETRICS 2007: 355-356 - 2006
- [j30]Cliff Changchun Zou, Nick G. Duffield, Donald F. Towsley, Weibo Gong:
Adaptive Defense Against Various Network Attacks. IEEE J. Sel. Areas Commun. 24(10): 1877-1888 (2006) - [j29]Nick G. Duffield, Joseph Horowitz, Francesco Lo Presti, Donald F. Towsley:
Explicit Loss Inference in Multicast Tomography. IEEE Trans. Inf. Theory 52(8): 3852-3855 (2006) - [j28]Nick G. Duffield:
Network Tomography of Binary Network Performance Characteristics. IEEE Trans. Inf. Theory 52(12): 5373-5388 (2006) - [j27]Nick G. Duffield, Francesco Lo Presti, Vern Paxson, Donald F. Towsley:
Network loss tomography using striped unicast probes. IEEE/ACM Trans. Netw. 14(4): 697-710 (2006) - [c35]Daniel Stutzbach, Reza Rejaie, Nick G. Duffield, Subhabrata Sen, Walter Willinger:
On unbiased sampling for unstructured peer-to-peer networks. Internet Measurement Conference 2006: 27-40 - [c34]Daniel Stutzbach, Reza Rejaie, Nick G. Duffield, Subhabrata Sen, Walter Willinger:
Sampling Techniques for Large, Dynamic Graphs. INFOCOM 2006 - [c33]Lee Breslau, Chris Chase, Nick Duffield, Bill Fenner, Yanhua Mao, Subhabrata Sen:
VMScope: a virtual multicast VPN performance monitor. INM@SIGCOMM 2006: 59-64 - [c32]Vyas Sekar, Nick G. Duffield, Oliver Spatscheck, Jacobus E. van der Merwe, Hui Zhang:
LADS: Large-scale Automated DDoS Detection System. USENIX ATC, General Track 2006: 171-184 - 2005
- [j26]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): 147-163 (2005) - [j25]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): 1756-1775 (2005) - [j24]Nick G. Duffield, Carsten Lund, Mikkel Thorup:
Estimating flow distributions from sampled flow statistics. IEEE/ACM Trans. Netw. 13(5): 933-946 (2005) - [c31]Nick G. Duffield, Carsten Lund, Mikkel Thorup:
Optimal Combination of Sampled Network Measurements. Internet Measurement Conference 2005: 91-104 - [c30]Renata Teixeira, Nick G. Duffield, Jennifer Rexford, Matthew Roughan:
Traffic Matrix Reloaded: Impact of Routing Changes. PAM 2005: 251-264 - [c29]Noga Alon, Nick G. Duffield, Carsten Lund, Mikkel Thorup:
Estimating arbitrary subset sums with few probes. PODS 2005: 317-325 - [c28]Joel Sommers, Paul Barford, Nick G. Duffield, Amos Ron:
Improving accuracy in end-to-end packet loss measurement. SIGCOMM 2005: 157-168 - [c27]Nick G. Duffield:
Stress Testing Traffic to Infer Its Legitimacy. SRUTI 2005 - [i1]Nick G. Duffield, Carsten Lund, Mikkel Thorup:
Sampling to estimate arbitrary subset sums. CoRR abs/cs/0509026 (2005) - 2004
- [j23]Nick G. Duffield, Steven H. Low:
Allocating commodity resources in aggregate traffic networks. Perform. Evaluation 57(3): 279-306 (2004) - [j22]Nick G. Duffield, Francesco Lo Presti:
Network tomography from measured end-to-end delay covariance. IEEE/ACM Trans. Netw. 12(6): 978-992 (2004) - [c26]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: 101-114 - [c25]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: 135-148 - [c24]Nick G. Duffield, Matthias Grossglauser:
Trajectory Sampling with Unreliable Reporting. INFOCOM 2004: 1570-1581 - [c23]Nick G. Duffield, Carsten Lund, Mikkel Thorup:
Flow sampling under hard resource constraints. SIGMETRICS 2004: 85-96 - 2003
- [c22]Nick G. Duffield, Carsten Lund:
Predicting resource usage and estimation accuracy in an IP flow measurement collection infrastructure. Internet Measurement Conference 2003: 179-191 - [c21]Nick G. Duffield:
Simple network performance tomography. Internet Measurement Conference 2003: 210-215 - [c20]Nick G. Duffield, Carsten Lund, Mikkel Thorup:
Estimating flow distributions from sampled flow statistics. SIGCOMM 2003: 325-336 - [c19]Yin Zhang, Matthew Roughan, Nick G. Duffield, Albert G. Greenberg:
Fast accurate computation of large-scale IP traffic matrices from link loads. SIGMETRICS 2003: 206-217 - 2002
- [j21]Nick G. Duffield, Joseph Horowitz, Don Towsley, Wei Wei, Timur Friedman:
Multicast-based loss inference with missing data. IEEE J. Sel. Areas Commun. 20(4): 700-713 (2002) - [j20]Nick G. Duffield, Joseph Horowitz, Francesco Lo Presti, Donald F. Towsley:
Multicast topology inference from measured end-to-end loss. IEEE Trans. Inf. Theory 48(1): 26-45 (2002) - [j19]Nick G. Duffield, Pawan Goyal, Albert G. Greenberg, Partho Pratim Mishra, K. K. Ramakrishnan, Jacobus E. van der Merwe:
Resource management with hoses: point-to-cloud services for virtual private networks. IEEE/ACM Trans. Netw. 10(5): 679-692 (2002) - [j18]Francesco Lo Presti, Nick G. Duffield, Joseph Horowitz, Donald F. Towsley:
Multicast-based inference of network-internal delay distributions. IEEE/ACM Trans. Netw. 10(6): 761-775 (2002) - [c18]Nick G. Duffield, Carsten Lund, Mikkel Thorup:
Properties and prediction of flow statistics from sampled packet streams. Internet Measurement Workshop 2002: 159-171 - [c17]Ramón Cáceres, Nick G. Duffield, Timur Friedman:
Impromptu Measurement Infrastructures using RTP. INFOCOM 2002: 1490-1499 - [c16]Nick G. Duffield, Alexandre Gerber, Matthias Grossglauser:
Trajectory engine: a backend for trajectory sampling. NOMS 2002: 437-450 - [c15]Tian Bu, Nick G. Duffield, Francesco Lo Presti, Donald F. Towsley:
Network tomography on general topologies. SIGMETRICS 2002: 21-30 - 2001
- [j17]Nick G. Duffield, William A. Massey, Ward Whitt:
A Nonstationary Offered-Load Model for Packet Networks. Telecommun. Syst. 16(3-4): 271-296 (2001) - [j16]Nick G. Duffield, Matthias Grossglauser:
Trajectory sampling for direct traffic observation. IEEE/ACM Trans. Netw. 9(3): 280-292 (2001) - [c14]Yin Zhang, Nick G. Duffield:
On the constancy of internet path properties. Internet Measurement Workshop 2001: 197-211 - [c13]Nick G. Duffield, Carsten Lund, Mikkel Thorup:
Charging from sampled network usage. Internet Measurement Workshop 2001: 245-256 - [c12]Nick G. Duffield, Francesco Lo Presti, Vern Paxson, Donald F. Towsley:
Inferring Link Loss Using Striped Unicast Probes. INFOCOM 2001: 915-923 - [c11]Nick G. Duffield, Joseph Horowitz, Francesco Lo Presti:
Adaptive Multicast Topology Inference. INFOCOM 2001: 1636-1645 - [c10]Nick G. Duffield, Joseph Horowitz, Francesco Lo Presti, Donald F. Towsley:
Network Delay Tomography from End-to-End Unicast Measurements. IWDC 2001: 576-595 - 2000
- [j15]Ramón Cáceres, Nick Duffield, Anja Feldmann, John D. Friedmann, Albert G. Greenberg, Rick Greer, Theodore Johnson, Charles R. Kalmanek, Balachander Krishnamurthy, Dianne Lavelle, Partho Pratim Mishra, Jennifer Rexford, K. K. Ramakrishnan, Frederick D. True, Jacobus E. van der Merwe:
Measurement and analysis of IP network usage and behavior. IEEE Commun. Mag. 38(5): 144-151 (2000) - [j14]Andrew K. Adams, Tian Bu, Timur Friedman, Joseph Horowitz, Don Towsley, Ramón Cáceres, Nick Duffield, Francesco Lo Presti, Sue B. Moon, Vern Paxson:
The use of end-to-end multicast measurements for characterizing internal network behavior. IEEE Commun. Mag. 38(5): 152-159 (2000) - [j13]Nick G. Duffield:
A large deviation analysis of errors in measurement based admission control to buffered and bufferless resources. Queueing Syst. Theory Appl. 34(1-4): 131-168 (2000) - [c9]Nick G. Duffield, Francesco Lo Presti:
Multicast Inference of Packet Delay Variance at Interior Network Links. INFOCOM 2000: 1351-1360 - [c8]Nick G. Duffield, Matthias Grossglauser:
Trajectory sampling for direct traffic observation. SIGCOMM 2000: 271-282
1990 – 1999
- 1999
- [j12]Ramón Cáceres, Nick G. Duffield, Joseph Horowitz, Francesco Lo Presti, Donald F. Towsley:
Statistical inference of internal network loss and topology. SIGMETRICS Perform. Evaluation Rev. 27(3): 5-6 (1999) - [j11]Ramón Cáceres, Nick G. Duffield, Joseph Horowitz, Donald F. Towsley:
Multicast-based inference of network-internal loss characteristics. IEEE Trans. Inf. Theory 45(7): 2462-2480 (1999) - [j10]Nick G. Duffield, K. K. Ramakrishnan, Amy R. Reibman:
Issues of Quality and Multiplexing When Smoothing Rate Adaptive Video. IEEE Trans. Multim. 1(4): 352-364 (1999) - [c7]Ramón Cáceres, Nick G. Duffield, Joseph Horowitz, Donald F. Towsley, Tian Bu:
Multicast-Based Inference of Network-Internal Characteristics: Accuracy of Packet Loss Estimation. INFOCOM 1999: 371-379 - [c6]Nick G. Duffield:
Asymptotic Sampling Properties of Effective Bandwidth Estimation for Admission Control. INFOCOM 1999: 1532-1538 - [c5]Nick G. Duffield, Pawan Goyal, Albert G. Greenberg, Partho Pratim Mishra, K. K. Ramakrishnan, Jacobus E. van der Merwe:
A Flexible Model for Resource Management in Virtual Private Networks. SIGCOMM 1999: 95-108 - 1998
- [j9]Nick G. Duffield:
Conditioned Asymptotics for Tail Probabilities in Large Multiplexers. Perform. Evaluation 31(3-4): 281-300 (1998) - [j8]Nick G. Duffield:
Queueing at large resources driven by long-tailed M/G/Y-modulated processes. Queueing Syst. Theory Appl. 28(1-3): 245-266 (1998) - [j7]Nick G. Duffield, K. K. Ramakrishnan, Amy R. Reibman:
SAVE: an algorithm for smoothed adaptive video over explicit rate networks. IEEE/ACM Trans. Netw. 6(6): 717-728 (1998) - [c4]Nick G. Duffield, Steven H. Low:
The Cost of Quality in Networks of Aggregate Traffic. INFOCOM 1998: 525-532 - [c3]Nick G. Duffield, K. K. Ramakrishnan, Amy R. Reibman:
SAVE: An Algorithm for Smoothed Adaptive Video over Explicit Rate Networks. INFOCOM 1998: 1093-1102 - [c2]Nick G. Duffield, T. V. Lakshman, Dimitrios Stiliadis:
On Adaptive Bandwidth Sharing with Rate Guarantees. INFOCOM 1998: 1122-1130 - 1997
- [j6]Nick G. Duffield, Ward Whitt:
Control and Recovery from Rare Congestion Events in a Large Multi-Server System. Queueing Syst. Theory Appl. 26(1-2): 69-104 (1997) - [j5]Nick G. Duffield:
Exponents for the Tails of Distributions in Some Polling Models. Queueing Syst. Theory Appl. 26(1-2): 105-119 (1997) - [j4]Nick G. Duffield:
Economies of scale for long-range dependent traffic in short buffers. Telecommun. Syst. 7(1-3): 267-280 (1997) - 1995
- [j3]Nick G. Duffield, John T. Lewis, Neil O'Connell, Raymond Russell, Fergal Toomey:
Entropy of ATM Traffic Streams: A Tool for Estimating QoS Parameters. IEEE J. Sel. Areas Commun. 13(6): 981-990 (1995) - [j2]Dmitri Botvich, Nick G. Duffield:
Large deviations, the shape of the loss curve, and economies of scale in large multiplexers. Queueing Syst. Theory Appl. 20(3-4): 293-320 (1995) - 1994
- [j1]Nick G. Duffield:
Exponential bounds for queues with Markovian arrivals. Queueing Syst. Theory Appl. 17(3-4): 413-430 (1994) - [c1]Nick G. Duffield, John T. Lewis, Neil O'Connell, Raymond Russell, Fergal Toomey:
Estimating QoS parameters for ATM traffic using its entropy. Modelling and Evaluation of ATM Networks 1994: 411-427
Coauthor Index
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