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Daniel Keren
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Publications
- 2019
- [j37]Ran Bernstein, Margarita Osadchy, Daniel Keren, Assaf Schuster:
LDA classifier monitoring in distributed streaming systems. J. Parallel Distributed Comput. 123: 156-167 (2019) - [i1]Michael Kamp, Mario Boley, Michael Mock, Daniel Keren, Assaf Schuster, Izchak Sharfman:
Adaptive Communication Bounds for Distributed Online Learning. CoRR abs/1911.12896 (2019) - 2018
- [j35]Arnon Lazerson, Daniel Keren, Assaf Schuster:
Lightweight Monitoring of Distributed Streams. ACM Trans. Database Syst. 43(2): 9:1-9:37 (2018) - 2017
- [c47]Arnon Lazerson, Moshe Gabel, Daniel Keren, Assaf Schuster:
One for All and All for One: Simultaneous Approximation of Multiple Functions over Distributed Streams. DEBS 2017: 203-214 - [c45]Moshe Gabel, Daniel Keren, Assaf Schuster:
Anarchists, Unite: Practical Entropy Approximation for Distributed Streams. KDD 2017: 837-846 - 2016
- [c44]Arnon Lazerson, Daniel Keren, Assaf Schuster:
Lightweight Monitoring of Distributed Streams. KDD 2016: 1685-1694 - 2015
- [j32]Arnon Lazerson, Izchak Sharfman, Daniel Keren, Assaf Schuster, Minos N. Garofalakis, Vasilis Samoladas:
Monitoring Distributed Streams using Convex Decompositions. Proc. VLDB Endow. 8(5): 545-556 (2015) - [c43]Moshe Gabel, Kento Sato, Daniel Keren, Satoshi Matsuoka, Assaf Schuster:
Latent Fault Detection With Unbalanced Workloads. EDBT/ICDT Workshops 2015: 118-124 - [c41]Moshe Gabel, Daniel Keren, Assaf Schuster:
Monitoring Least Squares Models of Distributed Streams. KDD 2015: 319-328 - 2014
- [j31]Luk Knapen, Ansar-Ul-Haque Yasar, Sungjin Cho, Daniel Keren, Abed Abu Dbai, Tom Bellemans, Davy Janssens, Geert Wets, Assaf Schuster, Izchak Sharfman, Kanishka Bhaduri:
Exploiting graph-theoretic tools for matching in carpooling applications. J. Ambient Intell. Humaniz. Comput. 5(3): 393-407 (2014) - [j30]Daniel Keren, Guy Sagy, Amir Abboud, David Ben-David, Assaf Schuster, Izchak Sharfman, Antonios Deligiannakis:
Geometric Monitoring of Heterogeneous Streams. IEEE Trans. Knowl. Data Eng. 26(8): 1890-1903 (2014) - [c39]Daniel Keren, Guy Sagy, Amir Abboud, David Ben-David, Assaf Schuster, Izchak Sharfman, Antonios Deligiannakis:
Monitoring Distributed, Heterogeneous Data Streams: The Emergence of Safe Zones. ICAA 2014: 17-28 - [c38]Moshe Gabel, Assaf Schuster, Daniel Keren:
Communication-Efficient Distributed Variance Monitoring and Outlier Detection for Multivariate Time Series. IPDPS 2014: 37-47 - [c36]Arik Friedman, Izchak Sharfman, Daniel Keren, Assaf Schuster:
Privacy-Preserving Distributed Stream Monitoring. NDSS 2014 - [c35]Michael Kamp, Mario Boley, Daniel Keren, Assaf Schuster, Izchak Sharfman:
Communication-Efficient Distributed Online Prediction by Dynamic Model Synchronization. ECML/PKDD (1) 2014: 623-639 - 2013
- [c33]Daniel Keren, Guy Sagy, Amir Abboud, David Ben-David, Izchak Sharfman, Assaf Schuster:
Safe-Zones for Monitoring Distributed Streams. BD3@VLDB 2013: 7-12 - [c32]Mario Boley, Michael Kamp, Daniel Keren, Assaf Schuster, Izchak Sharfman:
Communication-Efficient Distributed Online Prediction using Dynamic Model Synchronizations. BD3@VLDB 2013: 13-18 - [c31]Moshe Gabel, Daniel Keren, Assaf Schuster:
Communication-efficient Outlier Detection for Scale-out Systems. BD3@VLDB 2013: 19-24 - 2012
- [j26]Daniel Keren, Izchak Sharfman, Assaf Schuster, Avishay Livne:
Shape Sensitive Geometric Monitoring. IEEE Trans. Knowl. Data Eng. 24(8): 1520-1535 (2012) - [c28]Daniel Keren, Ansar-Ul-Haque Yasar, Luk Knapen, Sungjin Cho, Tom Bellemans, Davy Janssens, Geert Wets, Assaf Schuster, Izchak Sharfman:
Exploiting Graph-theoretic Tools for Matching and Partitioning of Agent Population in an Agent-based Model for Traffic and Transportation Applications. ANT/MobiWIS 2012: 833-839 - 2011
- [j25]Guy Sagy, Izchak Sharfman, Daniel Keren, Assaf Schuster:
Top-k vectorial aggregation queries in a distributed environment. J. Parallel Distributed Comput. 71(2): 302-315 (2011) - 2010
- [j22]Guy Sagy, Daniel Keren, Izchak Sharfman, Assaf Schuster:
Distributed Threshold Querying of General Functions by a Difference of Monotonic Representation. Proc. VLDB Endow. 4(2): 46-57 (2010) - [p1]Izchak Sharfman, Assaf Schuster, Daniel Keren:
A Geometric Approach to Monitoring Threshold Functions over Distributed Data Streams. Ubiquitous Knowledge Discovery 2010: 163-186 - 2008
- [c27]Izchak Sharfman, Assaf Schuster, Daniel Keren:
Shape sensitive geometric monitoring. PODS 2008: 301-310 - 2007
- [j19]Izchak Sharfman, Assaf Schuster, Daniel Keren:
A geometric approach to monitoring threshold functions over distributed data streams. ACM Trans. Database Syst. 32(4): 23 (2007) - [c24]Izchak Sharfman, Assaf Schuster, Daniel Keren:
Aggregate Threshold Queries in Sensor Networks. IPDPS 2007: 1-10 - 2006
- [c21]Izchak Sharfman, Assaf Schuster, Daniel Keren:
A geometric approach to monitoring threshold functions over distributed data streams. SIGMOD Conference 2006: 301-312 - 2005
- [j17]Amir Bar-Or, Daniel Keren, Assaf Schuster, Ran Wolff:
Hierarchical Decision Tree Induction in Distributed Genomic Databases. IEEE Trans. Knowl. Data Eng. 17(8): 1138-1151 (2005) - [c19]Amir Bar-Or, Ran Wolff, Assaf Schuster, Daniel Keren:
Decision Tree Induction in High Dimensional, Hierarchically Distributed Databases. SDM 2005: 466-470
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