Nina Taft
Nina Taft
Senior Research Scientist, Google
Verified email at google.com
Title
Cited by
Cited by
Year
Traffic matrix estimation: Existing techniques and new directions
A Medina, N Taft, K Salamatian, S Bhattacharyya, C Diot
ACM SIGCOMM Computer Communication Review 32 (4), 161-174, 2002
7822002
Structural analysis of network traffic flows
A Lakhina, K Papagiannaki, M Crovella, C Diot, ED Kolaczyk, N Taft
ACM SIGMETRICS Performance evaluation review 32 (1), 61-72, 2004
6852004
Combining filtering and statistical methods for anomaly detection
A Soule, K Salamatian, N Taft
Proceedings of the 5th ACM SIGCOMM conference on Internet Measurement, 31-31, 2005
4102005
Privacy-preserving ridge regression on hundreds of millions of records
V Nikolaenko, U Weinsberg, S Ioannidis, M Joye, D Boneh, N Taft
2013 IEEE Symposium on Security and Privacy, 334-348, 2013
3902013
Antidote: understanding and defending against poisoning of anomaly detectors
BIP Rubinstein, B Nelson, L Huang, AD Joseph, S Lau, S Rao, N Taft, ...
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement, 1-14, 2009
3362009
Privacy-preserving matrix factorization
V Nikolaenko, S Ioannidis, U Weinsberg, M Joye, N Taft, D Boneh
Proceedings of the 2013 ACM SIGSAC conference on Computer & communications …, 2013
2812013
Traffic matrices: balancing measurements, inference and modeling
A Soule, A Lakhina, N Taft, K Papagiannaki, K Salamatian, A Nucci, ...
Proceedings of the 2005 ACM SIGMETRICS international conference on …, 2005
2692005
Long-term forecasting of internet backbone traffic: Observations and initial models
K Papagiannaki, N Taft, ZL Zhang, C Diot
IEEE INFOCOM 2003. Twenty-second Annual Joint Conference of the IEEE …, 2003
2552003
Learning in a large function space: Privacy-preserving mechanisms for svm learning
BIP Rubinstein, PL Bartlett, L Huang, N Taft
arXiv preprint arXiv:0911.5708, 2009
2522009
In-network PCA and anomaly detection
L Huang, XL Nguyen, M Garofalakis, MI Jordan, A Joseph, N Taft
NIPS 2006, 617-624, 2006
2382006
The problem of synthetically generating IP traffic matrices: initial recommendations
A Nucci, A Sridharan, N Taft
ACM SIGCOMM Computer Communication Review 35 (3), 19-32, 2005
2002005
Skilled in the Art of Being Idle: Reducing Energy Waste in Networked Systems.
S Nedevschi, J Chandrashekar, J Liu, B Nordman, S Ratnasamy, N Taft
NSDI 9, 381-394, 2009
1902009
An approach to alleviate link overload as observed on an IP backbone
S Iyer, S Bhattacharyya, N Taft, C Diot
IEEE INFOCOM 2003. Twenty-second Annual Joint Conference of the IEEE …, 2003
1892003
Communication-efficient online detection of network-wide anomalies
L Huang, XL Nguyen, M Garofalakis, JM Hellerstein, MI Jordan, ...
IEEE INFOCOM 2007-26th IEEE International Conference on Computer …, 2007
1682007
IGP link weight assignment for transient link failures
A Nucci, B Schroeder, S Bhattacharyya, N Taft, C Diot
Teletraffic Science and Engineering 5, 321-330, 2003
1652003
Finding a needle in a haystack of reviews: cold start context-based hotel recommender system
A Levi, O Mokryn, C Diot, N Taft
Proceedings of the sixth ACM conference on Recommender systems, 115-122, 2012
1592012
Long-term forecasting of Internet backbone traffic
K Papagiannaki, N Taft, ZL Zhang, C Diot
IEEE Transactions on Neural Networks 16 (5), 1110-1124, 2005
1422005
A pragmatic definition of elephants in internet backbone traffic
K Papagiannaki, N Taft, S Bhattacharyya, P Thiran, K Salamatian, C Diot
Proceedings of the 2nd ACM SIGCOMM Workshop on Internet measurment, 175-176, 2002
1382002
How to identify and estimate the largest traffic matrix elements in a dynamic environment
A Soule, A Nucci, R Cruz, E Leonardi, N Taft
ACM SIGMETRICS Performance Evaluation Review 32 (1), 73-84, 2004
1372004
ASTUTE: Detecting a different class of traffic anomalies
F Silveira, C Diot, N Taft, R Govindan
ACM SIGCOMM Computer Communication Review 40 (4), 267-278, 2010
1342010
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Articles 1–20