overview

My research focuses on data and network science, particularly applications of probability, statistics, algorithms and machine learning to the acquisition, management and analysis of large datasets in communications networks and beyond.

education and training
selected publications
Academic Articles86
Conference Papers104
  • Feng, Y., Panda, S., Kulkarni, S. G., Ramakrishnan, K. K., Duffield, N., & IEEE, .. (2020). A SmartNIC-Accelerated Monitoring Platform for In-band Network Telemetry.
  • Xu, Y., Wu, H., Duffield, N., Liu, B., Yu, M., & IEEE, .. (2020). Poster: CO2: Collaborative Packet Classification for Network Functions with Overselection. 619-621.
  • Hajiramezanali, E., Hasanzadeh, A., Duffield, N., Narayanan, K., Zhou, M., Qian, X., & IEEE, .. (2020). SEMI-IMPLICIT STOCHASTIC RECURRENT NEURAL NETWORKS. 2001 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-VI, PROCEEDINGS. 3342-3346.
  • Bonald, T., & Duffield, N. (2019). Message from the TPC co-chairs. IV.
  • Liu, X. i., Hsieh, P., Duffield, N., Chen, R., Xie, M., & Wen, X. (2019). Real-Time Streaming Graph Embedding Through Local Actions. 285-293.
    doi badge
chaired theses and dissertations
Email
duffieldng@tamu.edu
First Name
Nick
Last Name
Duffield
mailing address
Texas A&M University; Electrical Engineering; 3259 TAMU
College Station, TX 77843-3259
USA