Mark Sandler
- Research Area(s)
- Algorithms and Theory
- Distributed Systems and Parallel Computing
Co-Authors
Google Publications
-
Diagnosing Latency in Multi-Tier Black-Box Services
Krzysztof Ostrowski, Gideon Mann, Mark Sandler
5th Workshop on Large Scale Distributed Systems and Middleware (LADIS 2011) (to appear)
-
Modeling the Parallel Execution of Black-Box Services
Gideon Mann, Mark Sandler, Darja Krushevskaja, Sudipto Guha, Eyal Even-Dar
HotCloud, Usenix (2011)
-
Monitoring Algorithms for Negative Feedback Systems
Mark Sandler, S. Muthukrishnan
WWW, ACM (2010), pp. 871-880
-
Theory research at Google
Gagan Aggarwal, Nir Ailon, Florin Constantin, Eyal Even-Dar, Jon Feldman, Gereon Frahling, Monika R. Henzinger, S. Muthukrishnan, Noam Nisan, Martin Pál, Mark Sandler, Anastasios Sidiropoulos
SIGACT News, vol. 39 (2008), pp. 10-28
-
Using Mixture Models for Collaborative Filtering
Jon Kleinberg, Mark Sandler
Journal of Computer and System Science, vol. 74, no. 1 (2008), pp. 49-69
-
Hierarchical Mixture Models: A probabilistic Analysis
KDD (2007), pp. 580-589
Previous Publications
-
Understanding latency variations of black box services
Darja Krushevskaja, Mark Sandler
22nd International World Wide Web Conference, WWW '13 (2013), pp. 703-714
-
Telling Two Distributions Apart: a Tight Characterization
Eyal Even-Dar, Mark Sandler
Arxiv.org (2011)
-
Privacy via pseudorandom sketches
Nina Mishra, Mark Sandler
PODS (2006), pp. 143-152
-
On Learning Mixtures of Heavy-Tailed Distributions
Anirban Dasgupta, John E. Hopcroft, Jon M. Kleinberg, Mark Sandler
FOCS (2005), pp. 491-500
-
On the use of linear programming for unsupervised text classification
KDD (2005), pp. 256-264
-
Network failure detection and graph connectivity
Jon M. Kleinberg, Mark Sandler, Aleksandrs Slivkins
SODA (2004), pp. 76-85
-
Using mixture models for collaborative filtering
Jon M. Kleinberg, Mark Sandler
STOC (2004), pp. 569-578
-
Convergent algorithms for collaborative filtering
Jon M. Kleinberg, Mark Sandler
ACM Conference on Electronic Commerce (2003), pp. 1-10




