Alin Dobra
標題引用次數年份
Gossip-based computation of aggregate information
D Kempe, A Dobra, J Gehrke
44th Annual IEEE Symposium on Foundations of Computer Science, 2003 …, 2003
14242003
Processing complex aggregate queries over data streams
A Dobra, M Garofalakis, J Gehrke, R Rastogi
Proceedings of the 2002 ACM SIGMOD international conference on Management of …, 2002
4212002
Scalable approximate query processing with the DBO engine
C Jermaine, S Arumugam, A Pol, A Dobra
ACM Transactions on Database Systems (TODS) 33 (4), 23, 2008
1542008
SECRET: a scalable linear regression tree algorithm
A Dobra, J Gehrke
Proceedings of the eighth ACM SIGKDD international conference on Knowledge …, 2002
1092002
The DataPath system: a data-centric analytic processing engine for large data warehouses
S Arumugam, A Dobra, CM Jermaine, N Pansare, L Perez
Proceedings of the 2010 ACM SIGMOD International Conference on Management of …, 2010
1032010
Computing aggregate information using gossip
D Kempe, A Dobra, J Gehrke
Proceedings of FOCS’03, 482-491, 2003
952003
Sketch-based multi-query processing over data streams
A Dobra, M Garofalakis, J Gehrke, R Rastogi
International Conference on Extending Database Technology, 551-568, 2004
76*2004
Aggregation methods for large-scale sensor networks
L Chitnis, A Dobra, S Ranka
ACM Transactions on Sensor Networks (TOSN) 4 (2), 9, 2008
582008
Statistical analysis of sketch estimators
F Rusu, A Dobra
Proceedings of the 2007 ACM SIGMOD international conference on Management of …, 2007
542007
Bias correction in classification tree construction
A Dobra, J Gehrke
Proceedings of the Eighteenth International Conference on Machine Learning …, 2001
532001
The sort-merge-shrink join
C Jermaine, A Dobra, S Arumugam, S Joshi, A Pol
ACM Transactions on Database Systems (TODS) 31 (4), 1382-1416, 2006
452006
Sketches for size of join estimation
F Rusu, A Dobra
ACM Transactions on Database Systems (TODS) 33 (3), 15, 2008
402008
A disk-based join with probabilistic guarantees
C Jermaine, A Dobra, S Arumugam, S Joshi, A Pol
Proceedings of the 2005 ACM SIGMOD international conference on Management of …, 2005
392005
Probabilistic characterization of nearest neighbor classifier
A Dhurandhar, A Dobra
International journal of machine learning and cybernetics 4 (4), 259-272, 2013
352013
GLADE: a scalable framework for efficient analytics
F Rusu, A Dobra
ACM SIGOPS Operating Systems Review 46 (1), 12-18, 2012
342012
Turbo-charging estimate convergence in dbo
A Dobra, C Jermaine, F Rusu, F Xu
Proceedings of the VLDB Endowment 2 (1), 419-430, 2009
332009
Probabilistic biological network alignment
A Todor, A Dobra, T Kahveci
IEEE/ACM Transactions on Computational Biology and Bioinformatics 10 (1 …, 2012
322012
Fault tolerant aggregation in heterogeneous sensor networks
L Chitnis, A Dobra, S Ranka
Journal of Parallel and Distributed Computing 69 (2), 210-219, 2009
292009
A sampling algebra for aggregate estimation
S Nirkhiwale, A Dobra, C Jermaine
Proceedings of the VLDB Endowment 6 (14), 1798-1809, 2013
282013
Sketching sampled data streams
F Rusu, A Dobra
2009 IEEE 25th International Conference on Data Engineering, 381-392, 2009
222009
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