Zobrazeno 1 - 10
of 378
pro vyhledávání: '"Deshpande, Amol A."'
Autor:
Guo, Anxin, Li, Jingwei, Sukprasert, Pattara, Khuller, Samir, Deshpande, Amol, Mukherjee, Koyel
In this work, we study the cost efficient data versioning problem, where the goal is to optimize the storage and reconstruction (retrieval) costs of data versions, given a graph of datasets as nodes and edges capturing edit/delta information. One cen
Externí odkaz:
http://arxiv.org/abs/2402.11741
Existing serverless data analytics systems rely on external storage services like S3 for data shuffling and communication between cloud functions. While this approach provides the elasticity benefits of serverless computing, it incurs additional late
Externí odkaz:
http://arxiv.org/abs/2312.16735
Publikováno v:
ICML 2021 workshop on A Blessing in Disguise:The Prospects and Perils of Adversarial Machine Learning
The vulnerability of the Lottery Ticket Hypothesis has not been studied from the purview of Membership Inference Attacks. Through this work, we are the first to empirically show that the lottery ticket networks are equally vulnerable to membership in
Externí odkaz:
http://arxiv.org/abs/2108.03506
Autor:
Faizal, Amina, Deshpande, Amol
Publikováno v:
In Chemical Engineering and Processing - Process Intensification December 2023 194
Aggregate computation in relational databases has long been done using the standard unary aggregation and binary join operators. These implement the classical model of computing joins between relations two at a time, materializing the intermediate re
Externí odkaz:
http://arxiv.org/abs/1906.05745
Autor:
Miao, Hui, Deshpande, Amol
Increasingly modern data science platforms today have non-intrusive and extensible provenance ingestion mechanisms to collect rich provenance and context information, handle modifications to the same file using distinguishable versions, and use graph
Externí odkaz:
http://arxiv.org/abs/1810.04599
Autor:
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, while efficiently answering a variety of retrieval queries over those, including retrieving
Externí odkaz:
http://arxiv.org/abs/1802.07693
Publikováno v:
In Power Electronic Devices and Components October 2022 3
Analyzing interconnection structures among underlying entities or objects in a dataset through the use of graph analytics has been shown to provide tremendous value in many application domains. However, graphs are not the primary representation choic
Externí odkaz:
http://arxiv.org/abs/1701.07388