B
Biswanath Panda
Researcher at Google
Publications - 12
Citations - 979
Biswanath Panda is an academic researcher from Google. The author has contributed to research in topics: Data management & Tree (data structure). The author has an hindex of 6, co-authored 12 publications receiving 947 citations. Previous affiliations of Biswanath Panda include Cornell University.
Papers
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Proceedings Article
Cayuga: A General Purpose Event Monitoring System.
TL;DR: This work describes the design and implementation of the Cornell Cayuga System for scalable event processing and presents a query language based on Cayuga Algebra for naturally expressing complex event patterns.
Journal ArticleDOI
PLANET: massively parallel learning of tree ensembles with MapReduce
TL;DR: This paper describes PLANET: a scalable distributed framework for learning tree models over large datasets, and shows how this framework supports scalable construction of classification and regression trees, as well as ensembles of such models.
Proceedings ArticleDOI
Cayuga: a high-performance event processing engine
Lars Brenna,Alan Demers,Johannes Gehrke,Mingsheng Hong,Joel Ossher,Biswanath Panda,Mirek Riedewald,Mohit Thatte,Walker White +8 more
TL;DR: A demonstration of Cayuga, a complex event monitoring system for high speed data streams, will show Cayuga applied to monitoring Web feeds and illustrate the expressiveness of the Cayuga query language, the scalability of its query processing engine to high stream rates, and a visualization of the internals of the queryprocessing engine.
Proceedings Article
Fast Algorithms for Finding Extremal Sets
TL;DR: Two new algorithms for the extremal set finding task are described and it is shown that both these algorithms provide excellent performance in practice, and can identify all extremal sets from multi-gigabyte itemset data using only a single processor core.