Search Results - "Bhattacherjee, Souvik"

RStore: A Distributed Multi-Version Document Store by Bhattacherjee, Souvik, Deshpande, Amol

“…We address the problem of compactly storing a large number of versions (snapshots) of a collection of keyed documents or records in a distributed environment,…”
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Efficient Layouts and Algorithms for Managing Versioned Datasets by Bhattacherjee, Souvik

“…Version Control Systems were primarily designed to keep track of and provide control over changes to source code and have since provided an excellent way to…”
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Predictive Caching Framework for Mobile Wireless Networks by Dutta, Sourav, Narang, Ankur, Bhattacherjee, Souvik, Das, Ananda Swarup, Krishnaswamy, Dilip

“…With increasing popularity of Netflix, Yahoo! Video, etc., interactive multimedia services such as video-on-demand (VoD) provide an interesting and rich field…”
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RStore: A Distributed Multi-version Document Store by Bhattacherjee, Souvik, Deshpande, Amol

“…We address the problem of compactly storing a large number of versions (snapshots) of a collection of keyed documents or records in a distributed environment,…”
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L-Store: A Real-time OLTP and OLAP System by Sadoghi, Mohammad, Bhattacherjee, Souvik, Bhattacharjee, Bishwaranjan, Canim, Mustafa

“…Arguably data is the new natural resource in the enterprise world with an unprecedented degree of proliferation. But to derive real-time actionable insights…”
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Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff by Bhattacherjee, Souvik, Chavan, Amit, Huang, Silu, Deshpande, Amol, Parameswaran, Aditya

“…The relative ease of collaborative data science and analysis has led to a proliferation of many thousands or millions of $versions$ of the same datasets in…”
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Multidimensional Balanced Allocation for Multiple Choice & (1 + Beta) Processes by Narang, Ankur, Dutta, Sourav, Bhattacherjee, Souvik

“…Allocation of balls into bins is a well studied abstraction for load balancing problems.The literature hosts numerous results for sequential(single…”
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Towards "Intelligent Compression" in Streams: A Biased Reservoir Sampling based Bloom Filter Approach by Dutta, Sourav, Bhattacherjee, Souvik, Narang, Ankur

“…With the explosion of information stored world-wide,data intensive computing has become a central area of research.Efficient management and processing of this…”
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Perfectly Balanced Allocation With Estimated Average Using Expected Constant Retries by Dutta, Sourav, Bhattacherjee, Souvik, Narang, Ankur

“…Balanced allocation of online balls-into-bins has long been an active area of research for efficient load balancing and hashing applications.There exists a…”
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Advanced Bloom Filter Based Algorithms for Efficient Approximate Data De-Duplication in Streams by Bera, Suman K, Dutta, Sourav, Narang, Ankur, Bhattacherjee, Souvik

“…Applications involving telecommunication call data records, web pages, online transactions, medical records, stock markets, climate warning systems, etc.,…”
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DataHub: Collaborative Data Science & Dataset Version Management at Scale by Bhardwaj, Anant, Bhattacherjee, Souvik, Chavan, Amit, Deshpande, Amol, Elmore, Aaron J, Madden, Samuel, Parameswaran, Aditya G

“…Relational databases have limited support for data collaboration, where teams collaboratively curate and analyze large datasets. Inspired by software version…”
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