Estimating QoS parameters for ATM traffic using its entropy. - Nick G. Duffield; John T. Lewis; Neil O'Connell; Raymond Russell; Fergal Toomey (Modelling and Evaluation of ATM Networks, 1994)

Exponential bounds for queues with Markovian arrivals. - Nick G. Duffield (Queueing Syst. Theory Appl., 1994)

Entropy of ATM Traffic Streams: A Tool for Estimating QoS Parameters. - Nick G. Duffield; John T. Lewis; Neil O'Connell; Raymond Russell; Fergal Toomey (IEEE J. Sel. Areas Commun., 1995)

Large deviations, the shape of the loss curve, and economies of scale in large multiplexers. - Dmitri Botvich; Nick G. Duffield (Queueing Syst. Theory Appl., 1995)

Exponents for the Tails of Distributions in Some Polling Models. - Nick G. Duffield (Queueing Syst. Theory Appl., 1997)

Control and Recovery from Rare Congestion Events in a Large Multi-Server System. - Nick G. Duffield; Ward Whitt (Queueing Syst. Theory Appl., 1997)

Economies of scale for long-range dependent traffic in short buffers. - Nick G. Duffield (Telecommun. Syst., 1997)

The Cost of Quality in Networks of Aggregate Traffic. - Nick G. Duffield; Steven H. Low (INFOCOM, 1998)

On Adaptive Bandwidth Sharing with Rate Guarantees. - Nick G. Duffield; T. V. Lakshman; Dimitrios Stiliadis (INFOCOM, 1998)

Conditioned Asymptotics for Tail Probabilities in Large Multiplexers. - Nick G. Duffield (Perform. Evaluation, 1998)

Queueing at large resources driven by long-tailed M/G/Y-modulated processes. - Nick G. Duffield (Queueing Syst. Theory Appl., 1998)

SAVE: an algorithm for smoothed adaptive video over explicit rate networks. - Nick G. Duffield; K. K. Ramakrishnan; Amy R. Reibman (IEEE/ACM Trans. Netw., 1998)

Multicast-Based Inference of Network-Internal Characteristics: Accuracy of Packet Loss Estimation. - Ramón Cáceres; Nick G. Duffield; Joseph Horowitz; Donald F. Towsley; Tian Bu (INFOCOM, 1999)

Asymptotic Sampling Properties of Effective Bandwidth Estimation for Admission Control. - Nick G. Duffield (INFOCOM, 1999)

A Flexible Model for Resource Management in Virtual Private Networks. - Nick G. Duffield; Pawan Goyal 001; Albert G. Greenberg; Partho Pratim Mishra; K. K. Ramakrishnan; Jacobus E. van der Merwe (SIGCOMM, 1999)

Statistical inference of internal network loss and topology. - Ramón Cáceres; Nick G. Duffield; Joseph Horowitz; Francesco Lo Presti; Donald F. Towsley (SIGMETRICS Perform. Evaluation Rev., 1999)

Multicast-based inference of network-internal loss characteristics. - Ramón Cáceres; Nick G. Duffield; Joseph Horowitz; Donald F. Towsley (IEEE Trans. Inf. Theory, 1999)

Issues of Quality and Multiplexing When Smoothing Rate Adaptive Video. - Nick G. Duffield; K. K. Ramakrishnan; Amy R. Reibman (IEEE Trans. Multim., 1999)

Multicast Inference of Packet Delay Variance at Interior Network Links. - Nick G. Duffield; Francesco Lo Presti (INFOCOM, 2000)

The use of end-to-end multicast measurements for characterizing internal network behavior. - Andrew K. Adams; Tian Bu; Timur Friedman; Joseph Horowitz; Don Towsley; Ramón Cáceres; Nick Duffield; Francesco Lo Presti; Sue B. Moon; Vern Paxson (IEEE Commun. Mag., 2000)

Measurement and analysis of IP network usage and behavior. - 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; et al. (IEEE Commun. Mag., 2000)

A large deviation analysis of errors in measurement based admission control to buffered and bufferless resources. - Nick G. Duffield (Queueing Syst. Theory Appl., 2000)

Charging from sampled network usage. - Nick G. Duffield; Carsten Lund; Mikkel Thorup (Internet Measurement Workshop, 2001)

On the constancy of internet path properties. - Yin Zhang 001; Nick G. Duffield (Internet Measurement Workshop, 2001)

Adaptive Multicast Topology Inference. - Nick G. Duffield; Joseph Horowitz; Francesco Lo Presti (INFOCOM, 2001)

Inferring Link Loss Using Striped Unicast Probes. - Nick G. Duffield; Francesco Lo Presti; Vern Paxson; Donald F. Towsley (INFOCOM, 2001)

Network Delay Tomography from End-to-End Unicast Measurements. - Nick G. Duffield; Joseph Horowitz; Francesco Lo Presti; Donald F. Towsley (IWDC, 2001)

A Nonstationary Offered-Load Model for Packet Networks. - Nick G. Duffield; William A. Massey; Ward Whitt (Telecommun. Syst., 2001)

Trajectory sampling for direct traffic observation. - Nick G. Duffield; Matthias Grossglauser (IEEE/ACM Trans. Netw., 2001)

Properties and prediction of flow statistics from sampled packet streams. - Nick G. Duffield; Carsten Lund; Mikkel Thorup (Internet Measurement Workshop, 2002)

Impromptu Measurement Infrastructures using RTP. - Ramón Cáceres; Nick G. Duffield; Timur Friedman (INFOCOM, 2002)

Trajectory engine: a backend for trajectory sampling. - Nick G. Duffield; Alexandre Gerber; Matthias Grossglauser (NOMS, 2002)

Network tomography on general topologies. - Tian Bu; Nick G. Duffield; Francesco Lo Presti; Donald F. Towsley (SIGMETRICS, 2002)

Multicast-based loss inference with missing data. - Nick G. Duffield; Joseph Horowitz; Don Towsley; Wei Wei 001; Timur Friedman (IEEE J. Sel. Areas Commun., 2002)

Multicast topology inference from measured end-to-end loss. - Nick G. Duffield; Joseph Horowitz; Francesco Lo Presti; Donald F. Towsley (IEEE Trans. Inf. Theory, 2002)

Resource management with hoses: point-to-cloud services for virtual private networks. - Nick G. Duffield; Pawan Goyal 001; Albert G. Greenberg; Partho Pratim Mishra; K. K. Ramakrishnan; Jacobus E. van der Merwe (IEEE/ACM Trans. Netw., 2002)

Multicast-based inference of network-internal delay distributions. - Francesco Lo Presti; Nick G. Duffield; Joseph Horowitz; Donald F. Towsley (IEEE/ACM Trans. Netw., 2002)

Simple network performance tomography. - Nick G. Duffield (Internet Measurement Conference, 2003)

Predicting resource usage and estimation accuracy in an IP flow measurement collection infrastructure. - Nick G. Duffield; Carsten Lund (Internet Measurement Conference, 2003)

Fast accurate computation of large-scale IP traffic matrices from link loads. - Yin Zhang 001; Matthew Roughan; Nick G. Duffield; Albert G. Greenberg (SIGMETRICS, 2003)

Class-of-service mapping for QoS: a statistical signature-based approach to IP traffic classification. - Matthew Roughan; Subhabrata Sen; Oliver Spatscheck; Nick G. Duffield (Internet Measurement Conference, 2004)

Online identification of hierarchical heavy hitters: algorithms, evaluation, and applications. - Yin Zhang 001; Sumeet Singh; Subhabrata Sen; Nick G. Duffield; Carsten Lund (Internet Measurement Conference, 2004)

Flow sampling under hard resource constraints. - Nick G. Duffield; Carsten Lund; Mikkel Thorup (SIGMETRICS, 2004)

Allocating commodity resources in aggregate traffic networks. - Nick G. Duffield; Steven H. Low (Perform. Evaluation, 2004)

Network tomography from measured end-to-end delay covariance. - Nick G. Duffield; Francesco Lo Presti (IEEE/ACM Trans. Netw., 2004)

Optimal Combination of Sampled Network Measurements. - Nick G. Duffield; Carsten Lund; Mikkel Thorup (Internet Measurement Conference, 2005)

Traffic Matrix Reloaded: Impact of Routing Changes. - Renata Teixeira; Nick G. Duffield; Jennifer Rexford; Matthew Roughan (PAM, 2005)

Estimating arbitrary subset sums with few probes. - Noga Alon; Nick G. Duffield; Carsten Lund; Mikkel Thorup (PODS, 2005)

Improving accuracy in end-to-end packet loss measurement. - Joel Sommers; Paul Barford; Nick G. Duffield; Amos Ron (SIGCOMM, 2005)

Stress Testing Traffic to Infer Its Legitimacy. - Nick G. Duffield (SRUTI, 2005)

Sampling to estimate arbitrary subset sums - Nick G. Duffield; Carsten Lund; Mikkel Thorup (CoRR, 2005)

Network tomography from aggregate loss reports. - Nick G. Duffield; Vijay Arya; R. Bellino; Timur Friedman; Joseph Horowitz; Donald F. Towsley; Thierry Turletti (Perform. Evaluation, 2005)

Learn more, sample less: control of volume and variance in network measurement. - Nick G. Duffield; Carsten Lund; Mikkel Thorup (IEEE Trans. Inf. Theory, 2005)

Estimating flow distributions from sampled flow statistics. - Nick G. Duffield; Carsten Lund; Mikkel Thorup (IEEE/ACM Trans. Netw., 2005)

Sampling Techniques for Large, Dynamic Graphs. - Daniel Stutzbach; Reza Rejaie; Nick G. Duffield; Subhabrata Sen; Walter Willinger (INFOCOM, 2006)

VMScope: a virtual multicast VPN performance monitor. - Lee Breslau; Chris Chase; Nick Duffield; Bill Fenner; Yanhua Mao; Subhabrata Sen (INM@SIGCOMM, 2006)

LADS: Large-scale Automated DDoS Detection System. - Vyas Sekar; Nick G. Duffield; Oliver Spatscheck; Jacobus E. van der Merwe; Hui Zhang 001 (USENIX ATC, General Track, 2006)

Adaptive Defense Against Various Network Attacks. - Cliff Changchun Zou; Nick G. Duffield; Donald F. Towsley; Weibo Gong (IEEE J. Sel. Areas Commun., 2006)

Network Tomography of Binary Network Performance Characteristics. - Nick G. Duffield (IEEE Trans. Inf. Theory, 2006)

Explicit Loss Inference in Multicast Tomography. - Nick G. Duffield; Joseph Horowitz; Francesco Lo Presti; Donald F. Towsley (IEEE Trans. Inf. Theory, 2006)

Network loss tomography using striped unicast probes. - Nick G. Duffield; Francesco Lo Presti; Vern Paxson; Donald F. Towsley (IEEE/ACM Trans. Netw., 2006)

Algorithms and estimators for accurate summarization of internet traffic. - Edith Cohen; Nick G. Duffield; Haim Kaplan; Carsten Lund; Mikkel Thorup (Internet Measurement Conference, 2007)

A Framework for Multi-Objective SLA Compliance Monitoring. - Joel Sommers; Paul Barford; Nick G. Duffield; Amos Ron (INFOCOM, 2007)

Measurement Informed Route Selection. - Nick G. Duffield; Kartik Gopalan; Michael R. Hines; Aman Shaikh; Jacobus E. van der Merwe (PAM, 2007)

Sketching unaggregated data streams for subpopulation-size queries. - Edith Cohen; Nick G. Duffield; Haim Kaplan; Carsten Lund; Mikkel Thorup (PODS, 2007)

Accurate and efficient SLA compliance monitoring. - Joel Sommers; Paul Barford; Nick G. Duffield; Amos Ron (SIGCOMM, 2007)

Priority sampling for estimation of arbitrary subset sums. - Nick G. Duffield; Carsten Lund; Mikkel Thorup (J. ACM, 2007)

Multicast inference of temporal loss characteristics. - Vijay Arya; Nick G. Duffield; Darryl Veitch (Perform. Evaluation, 2007)

Temporal Delay Tomography. - Vijay Arya; Nick G. Duffield; Darryl Veitch (INFOCOM, 2008)

GRE Encapsulated Multicast Probing: A Scalable Technique for Measuring One-Way Loss. - Yu Gu 004; Lee Breslau; Nick G. Duffield; Subhabrata Sen (INFOCOM, 2008)

Confident estimation for multistage measurement sampling and aggregation. - Edith Cohen; Nick G. Duffield; Carsten Lund; Mikkel Thorup (SIGMETRICS, 2008)

Variance optimal sampling based estimation of subset sums - Edith Cohen; Nick G. Duffield; Haim Kaplan; Carsten Lund; Mikkel Thorup (CoRR, 2008)

Trajectory sampling with unreliable reporting. - Nick G. Duffield; Matthias Grossglauser (IEEE/ACM Trans. Netw., 2008)

A geometric approach to improving active packet loss measurement. - Joel Sommers; Paul Barford; Nick G. Duffield; Amos Ron (IEEE/ACM Trans. Netw., 2008)

Network Performance Anomaly Detection and Localization. - Paul Barford; Nick G. Duffield; Amos Ron; Joel Sommers (INFOCOM, 2009)

Rule-Based Anomaly Detection on IP Flows. - Nick G. Duffield; Patrick Haffner; Balachander Krishnamurthy; Haakon Ringberg (INFOCOM, 2009)

On Passive One-Way Loss Measurements Using Sampled Flow Statistics. - Yu Gu 004; Lee Breslau; Nick G. Duffield; Subhabrata Sen (INFOCOM, 2009)

Respondent-Driven Sampling for Characterizing Unstructured Overlays. - Amir Hassan Rasti; Mojtaba Torkjazi; Reza Rejaie; Nick G. Duffield; Walter Willinger; Daniel Stutzbach (INFOCOM, 2009)

Stream sampling for variance-optimal estimation of subset sums. - Edith Cohen; Nick G. Duffield; Haim Kaplan; Carsten Lund; Mikkel Thorup (SODA, 2009)

Composable, Scalable, and Accurate Weight Summarization of Unaggregated Data Sets. - Edith Cohen; Nick G. Duffield; Haim Kaplan; Carsten Lund; Mikkel Thorup (Proc. VLDB Endow., 2009)

On unbiased sampling for unstructured peer-to-peer networks. - Daniel Stutzbach; Reza Rejaie; Nick G. Duffield; Subhabrata Sen; Walter Willinger (IEEE/ACM Trans. Netw., 2009)

A Framework for Packet Selection and Reporting. - Nick G. Duffield; Derek Chiou; Benoit Claise; Albert G. Greenberg; Matthias Grossglauser; Jennifer Rexford (RFC, 2009)

Sampling and Filtering Techniques for IP Packet Selection. - Tanja Zseby; Maurizio Molina; Nick G. Duffield; Saverio Niccolini; Frederic Raspall (RFC, 2009)

NEVERMIND, the problem is already fixed: proactively detecting and troubleshooting customer DSL problems. - Yu Jin 001; Nick G. Duffield; Alexandre Gerber; Patrick Haffner; Subhabrata Sen; Zhi-Li Zhang (CoNEXT, 2010)

Flowroute: inferring forwarding table updates using passive flow-level measurements. - Amogh Dhamdhere; Lee Breslau; Nick G. Duffield; Cheng Tien Ee; Alexandre Gerber; Carsten Lund; Subhabrata Sen (Internet Measurement Conference, 2010)

BasisDetect: a model-based network event detection framework. - Brian Eriksson; Paul Barford; Rhys Alistair Bowden; Nick G. Duffield; Joel Sommers; Matthew Roughan (Internet Measurement Conference, 2010)

Two Samples are Enough: Opportunistic Flow-level Latency Estimation using NetFlow. - Myungjin Lee; Nick G. Duffield; Ramana Rao Kompella (INFOCOM, 2010)

Not all microseconds are equal: fine-grained per-flow measurements with reference latency interpolation. - Myungjin Lee; Nick G. Duffield; Ramana Rao Kompella (SIGCOMM, 2010)

Inferring applications at the network layer using collective traffic statistics. - Yu Jin 001; Nick G. Duffield; Patrick Haffner; Subhabrata Sen; Zhi-Li Zhang (ITC, 2010)

Multiobjective monitoring for SLA compliance. - Joel Sommers; Paul Barford; Nick G. Duffield; Amos Ron (IEEE/ACM Trans. Netw., 2010)

Disjoint-Path Facility Location: Theory and Practice. - Lee Breslau; Ilias Diakonikolas; Nick G. Duffield; Yu Gu 004; Mohammad Taghi Hajiaghayi; David S. Johnson 001; Howard J. Karloff; Mauricio G. C. Resende; Subhabrata Sen (ALENEX, 2011)

Sketching the delay: tracking temporally uncorrelated flow-level latencies. - Josep Sanjuàs-Cuxart; Pere Barlet-Ros; Nick G. Duffield; Ramana Rao Kompella (Internet Measurement Conference, 2011)

Making sense of customer tickets in cellular networks. - Yu Jin 001; Nick G. Duffield; Alexandre Gerber; Patrick Haffner; Wen-Ling Hsu; Guy Jacobson; Subhabrata Sen; Shobha Venkataraman; Zhi-Li Zhang (INFOCOM, 2011)

Efficient network-wide flow record generation. - Joel Sommers; Rhys Alistair Bowden; Brian Eriksson; Paul Barford; Matthew Roughan; Nick G. Duffield (INFOCOM, 2011)

Large-scale app-based reporting of customer problems in cellular networks: potential and limitations. - Yu Jin 001; Nick G. Duffield; Alexandre Gerber; Patrick Haffner; Wen-Ling Hsu; Guy Jacobson; Subhabrata Sen; Shobha Venkataraman; Zhi-Li Zhang (W-MUST@SIGCOMM, 2011)

Structure-aware sampling on data streams. - Edith Cohen; Graham Cormode; Nick G. Duffield (SIGMETRICS, 2011)

Structure-Aware Sampling: Flexible and Accurate Summarization. - Edith Cohen; Graham Cormode; Nick G. Duffield (Proc. VLDB Endow., 2011)

Efficient Stream Sampling for Variance-Optimal Estimation of Subset Sums. - Edith Cohen; Nick G. Duffield; Haim Kaplan; Carsten Lund; Mikkel Thorup (SIAM J. Comput., 2011)

Tiresias: Online Anomaly Detection for Hierarchical Operational Network Data. - Chi-Yao Hong; Matthew Caesar 001; Nick G. Duffield; Jia Wang 001 (ICDCS, 2012)

MAPLE: a scalable architecture for maintaining packet latency measurements. - Myungjin Lee; Nick G. Duffield; Ramana Rao Kompella (Internet Measurement Conference, 2012)

Cuckoo sampling: Robust collection of flow aggregates under a fixed memory budget. - Josep Sanjuàs-Cuxart; Pere Barlet-Ros; Nick G. Duffield; Ramana Rao Kompella (INFOCOM, 2012)

Characterizing data usage patterns in a large cellular network. - Yu Jin 001; Nick Duffield; Alexandre Gerber; Patrick Haffner; Wen-Ling Hsu; Guy Jacobson; Subhabrata Sen; Shobha Venkataraman; Zhi-Li Zhang (CellNet@SIGCOMM, 2012)

Don't let the negatives bring you down: sampling from streams of signed updates. - Edith Cohen; Graham Cormode; Nick G. Duffield (SIGMETRICS, 2012)

Fair sampling across network flow measurements. - Nick G. Duffield (SIGMETRICS, 2012)

A scalable architecture for maintaining packet latency measurements. - Myungjin Lee; Nick G. Duffield; Ramana Rao Kompella (SIGMETRICS, 2012)

A Modular Machine Learning System for Flow-Level Traffic Classification in Large Networks. - Yu Jin 001; Nick G. Duffield; Jeffrey Erman; Patrick Haffner; Subhabrata Sen; Zhi-Li Zhang (ACM Trans. Knowl. Discov. Data, 2012)

Opportunistic Flow-Level Latency Estimation Using Consistent NetFlow. - Myungjin Lee; Nick G. Duffield; Ramana Rao Kompella (IEEE/ACM Trans. Netw., 2012)

Loss Episode Metrics for IP Performance Metrics (IPPM). - Nick G. Duffield; Al Morton; Joel Sommers (RFC, 2012)

Event detection using customer care calls. - Yi-Chao Chen 001; Gene Moo Lee; Nick G. Duffield; Lili Qiu; Jia Wang 001 (INFOCOM, 2013)

Understanding the complexity of 3G UMTS network performance. - Yingying Chen 002; Nick G. Duffield; Patrick Haffner; Wen-Ling Hsu; Guy Jacobson; Yu Jin 001; Subhabrata Sen; Shobha Venkataraman; Zhi-Li Zhang (Networking, 2013)

Modeling Cellular User Mobility Using a Leap Graph. - Wei Dong; Nick G. Duffield; Zihui Ge; Seungjoon Lee; Jeffrey Pang (PAM, 2013)

Editorial message from the program chairs. - Nick G. Duffield; Richard J. Gibbens (Perform. Evaluation, 2013)

High-Fidelity Per-Flow Delay Measurements With Reference Latency Interpolation. - Myungjin Lee; Nick G. Duffield; Ramana Rao Kompella (IEEE/ACM Trans. Netw., 2013)

Challenges and opportunities for analysis based research in big data. - Nick G. Duffield; Jie Wu 001 (IPCCC, 2014)

Graph sample and hold: a framework for big-graph analytics. - Nesreen K. Ahmed; Nick G. Duffield; Jennifer Neville; Ramana Rao Kompella (KDD, 2014)

Sampling for big data: a tutorial. - Graham Cormode; Nick G. Duffield (KDD, 2014)

Algorithms and estimators for summarization of unaggregated data streams. - Edith Cohen; Nick G. Duffield; Haim Kaplan; Carsten Lund; Mikkel Thorup (J. Comput. Syst. Sci., 2014)

Efficient Graphlet Counting for Large Networks. - Nesreen K. Ahmed; Jennifer Neville; Ryan A. Rossi; Nick G. Duffield (ICDM, 2015)

Fast Parallel Graphlet Counting for Large Networks. - Nesreen K. Ahmed; Jennifer Neville; Ryan A. Rossi; Nick G. Duffield (CoRR, 2015)

Efficient sampling for better OSN data provisioning. - Nick G. Duffield; Balachander Krishnamurthy (Allerton, 2016)

On the Tradeoff between Stability and Fit. - Edith Cohen; Graham Cormode; Nick G. Duffield; Carsten Lund (ACM Trans. Algorithms, 2016)

Stream Aggregation Through Order Sampling. - Nick G. Duffield; Yunhong Xu; Liangzhen Xia; Nesreen K. Ahmed; Minlan Yu (CIKM, 2017)

Estimating Node Similarity by Sampling Streaming Bipartite Graphs. - Nesreen K. Ahmed; Nick G. Duffield; Liangzhen Xia (CoRR, 2017)

Graphlet decomposition: framework, algorithms, and applications. - Nesreen K. Ahmed; Jennifer Neville; Ryan A. Rossi; Nick G. Duffield; Theodore L. Willke (Knowl. Inf. Syst., 2017)

On Sampling from Massive Graph Streams. - Nesreen K. Ahmed; Nick G. Duffield; Theodore L. Willke; Ryan A. Rossi (Proc. VLDB Endow., 2017)

A Semi-Supervised and Inductive Embedding Model for Churn Prediction of Large-Scale Mobile Games. - Xi Liu 011; Muhe Xie; Xidao Wen; Rui Chen 012; Yong Ge; Nick Duffield; Na Wang (ICDM, 2018)

Sampling for Approximate Bipartite Network Projection. - Nesreen K. Ahmed; Nick G. Duffield; Liangzhen Xia (IJCAI, 2018)

Streaming Network Embedding through Local Actions. - Xi Liu 011; Ping-Chun Hsieh; Nick Duffield; Rui Chen 012; Muhe Xie; Xidao Wen (CoRR, 2018)

Piecewise Stationary Modeling of Random Processes Over Graphs With an Application to Traffic Prediction. - Arman Hasanzadeh; Xi Liu 011; Nick Duffield; Krishna R. Narayanan (IEEE BigData, 2019)

Variational Graph Recurrent Neural Networks. - Ehsan Hajiramezanali; Arman Hasanzadeh; Krishna R. Narayanan; Nick Duffield; Mingyuan Zhou; Xiaoning Qian (NeurIPS, 2019)

Semi-Implicit Graph Variational Auto-Encoders. - Arman Hasanzadeh; Ehsan Hajiramezanali; Krishna R. Narayanan; Nick Duffield; Mingyuan Zhou; Xiaoning Qian (NeurIPS, 2019)

Real-Time Streaming Graph Embedding Through Local Actions. - Xi Liu 011; Ping-Chun Hsieh; Nick Duffield; Rui Chen 012; Muhe Xie; Xidao Wen (WWW (Companion Volume), 2019)

Network Shrinkage Estimation. - Nesreen K. Ahmed; Nick Duffield (CoRR, 2019)

Optimizing Consistent Merging and Pruning of Subgraphs in Network Tomography. - Mahmood Ettehad; Nick Duffield; Gregory Berkolaiko (CoRR, 2019)

Temporal Network Sampling. - Nesreen K. Ahmed; Nick Duffield; Ryan A. Rossi (CoRR, 2019)

Editorial. - Thomas Bonald; Nick Duffield (Proc. ACM Meas. Anal. Comput. Syst., 2019)

Semi-Implicit Stochastic Recurrent Neural Networks. - Ehsan Hajiramezanali; Arman Hasanzadeh; Nick Duffield; Krishna Narayanan 001; Mingyuan Zhou; Xiaoning Qian (ICASSP, 2020)

Context-aware Deep Representation Learning for Geo-spatiotemporal Analysis. - Hanzi Mao; Xi Liu 011; Nick Duffield; Hao Yuan 001; Shuiwang Ji; Binayak P. Mohanty (ICDM, 2020)

Bayesian Graph Neural Networks with Adaptive Connection Sampling. - Arman Hasanzadeh; Ehsan Hajiramezanali; Shahin Boluki; Mingyuan Zhou; Nick Duffield; Krishna Narayanan 001; Xiaoning Qian (ICML, 2020)

A SmartNIC-Accelerated Monitoring Platform for In-band Network Telemetry. - Yixiao Feng; Sourav Panda; Sameer G. Kulkarni; K. K. Ramakrishnan; Nick Duffield (LANMAN, 2020)

Poster: CO2: Collaborative Packet Classification for Network Functions with Overselection. - Yunhong Xu; Hao Wu 023; Nick Duffield; Bin Liu 001; Minlan Yu (Networking, 2020)

Adaptive Shrinkage Estimation for Streaming Graphs. - Nesreen K. Ahmed; Nick Duffield (NeurIPS, 2020)

BayReL: Bayesian Relational Learning for Multi-omics Data Integration. - Ehsan Hajiramezanali; Arman Hasanzadeh; Nick Duffield; Krishna Narayanan 001; Xiaoning Qian (NeurIPS, 2020)

Near-Optimal Disjoint-Path Facility Location Through Set Cover by Pairs. - David S. Johnson 001; Lee Breslau; Ilias Diakonikolas; Nick Duffield; Yu Gu 004; MohammadTaghi Hajiaghayi; Howard J. Karloff; Mauricio G. C. Resende; Subhabrata Sen (Oper. Res., 2020)

Micro- and macro-level churn analysis of large-scale mobile games. - Xi Liu 011; Muhe Xie; Xidao Wen; Rui Chen 012; Yong Ge; Nick Duffield; Na Wang (Knowl. Inf. Syst., 2020)

SmartWatch: accurate traffic analysis and flow-state tracking for intrusion prevention using SmartNICs. - Sourav Panda; Yixiao Feng; Sameer G. Kulkarni; K. K. Ramakrishnan; Nick Duffield; Laxmi N. Bhuyan (CoNEXT, 2021)

A time-series clustering algorithm for analyzing the changes of mobility pattern caused by COVID-19. - Ziyi Zhang; Diya Li; Zhe Zhang 001; Nicholas Duffield (HANIMOB@SIGSPATIAL, 2021)

Revealing the Global Linguistic and Geographical Disparities of Public Awareness to Covid-19 Outbreak through Social Media. - Binbin Lin; Lei Zou 002; Nick Duffield; Ali Mostafavi; Heng Cai; Bing Zhou 005; Jian Tao; Mingzheng Yang; Debayan Mandal; Joynal Abedin (CoRR, 2021)

Bayesian Graph Contrastive Learning. - Arman Hasanzadeh; Mohammadreza Armandpour; Ehsan Hajiramezanali; Mingyuan Zhou; Nick Duffield; Krishna Narayanan 001 (CoRR, 2021)

Online Sampling of Temporal Networks. - Nesreen K. Ahmed; Nick Duffield; Ryan A. Rossi (ACM Trans. Knowl. Discov. Data, 2021)

MoReL: Multi-omics Relational Learning. - Arman Hasanzadeh; Ehsan Hajiramezanali; Nick Duffield; Xiaoning Qian (ICLR, 2022)

Multiscale Energy Network Tomography. - Yixiao Feng; Nick Duffield (IFIP Networking, 2022)

Hashing Design in Modern Networks: Challenges and Mitigation Techniques. - Yunhong Xu; Keqiang He; Rui Wang 025; Minlan Yu; Nick Duffield; Hassan M. G. Wassel; Shidong Zhang; Leon Poutievski; Junlan Zhou; Amin Vahdat (USENIX ATC, 2022)

Revealing the linguistic and geographical disparities of public awareness to Covid-19 outbreak through social media. - Binbin Lin; Lei Zou 002; Nick Duffield; Ali Mostafavi; Heng Cai; Bing Zhou 005; Jian Tao; Mingzheng Yang; Debayan Mandal; Joynal Abedin (Int. J. Digit. Earth, 2022)

Location-Aware Social Network Recommendation via Temporal Graph Networks. - Ziyi Zhang; Diya Li; Zhenlei Song; Nick Duffield; Zhe Zhang 001 (LocalRec@SIGSPATIAL, 2023)

Adaptive Conditional Quantile Neural Processes. - Peiman Mohseni; Nick Duffield; Bani K. Mallick; Arman Hasanzadeh (UAI, 2023)

Learning Flexible Time-windowed Granger Causality Integrating Heterogeneous Interventional Time Series Data. - Ziyi Zhang; Shaogang Ren; Xiaoning Qian; Nick Duffield (KDD, 2024)

Towards Invariant Time Series Forecasting in Smart Cities. - Ziyi Zhang; Shaogang Ren; Xiaoning Qian; Nick Duffield (WWW (Companion Volume), 2024)

Spectral Convolutional Conditional Neural Processes. - Peiman Mohseni; Nick Duffield (CoRR, 2024)

Mining Spatiotemporal Mobility Patterns Using Improved Deep Time Series Clustering. - Ziyi Zhang; Diya Li; Zhe Zhang 001; Nick Duffield (ISPRS Int. J. Geo Inf., 2024)

Cotton Yield Prediction via UAV-Based Cotton Boll Image Segmentation Using YOLO Model and Segment Anything Model (SAM). - Janvita Reddy Peddagudreddygari; Haoyu Niu; Jose Luis Landivar-Scott; Mahendra Bhandari; Juan A. Landivar 001; Craig W. Bednarz; Nick Duffield (Remote. Sens., 2024)

3D visualization of hurricane storm surge impact on urban infrastructure. - Xinyue Ye; Shoujia Li; Ge Gao; David Retchless; Zhenhang Cai; Galen Newman; Jiaxin Du; Nick Duffield (Urban Inform., 2024)

A reinforcement learning-based routing algorithm for large street networks. - Diya Li; Zhe Zhang 001; Bahareh Alizadeh Kharazi; Ziyi Zhang; Nick Duffield; Michelle A. Meyer; Courtney M. Thompson; Huilin Gao; Amir H. Behzadan (Int. J. Geogr. Inf. Sci., 2024)

In-Season Cotton Yield Prediction with Scale-Aware Convolutional Neural Network Models and Unmanned Aerial Vehicle RGB Imagery. - Haoyu Niu; Janvita Reddy Peddagudreddygari; Mahendra Bhandari; Juan A. Landivar 001; Craig W. Bednarz; Nick Duffield (Sensors, 2024)

Unmanned aerial system and machine learning driven Digital-Twin framework for in-season cotton growth forecasting. - Pankaj Pal; Juan Landivar-Bowles 001; Jose Luis Landivar-Scott; Nick Duffield; Kevin J. Nowka; Jinha Jung; Anjin Chang; Kiju Lee; Lei Zhao 014; Mahendra Bhandari (Comput. Electron. Agric., 2025)