A parallel computation of skyline using multiple regression analysis-based filtering on MapReduce
Sign Up to like & getrecommendations! Published in 2017 at "Distributed and Parallel Databases"
DOI: 10.1007/s10619-017-7202-4
Abstract: In the last decade, skyline query processing has become widely important because of its usefulness in decision making applications. Since the size of the datasets used for skyline query processing are huge, algorithms for MapReduce-based… read more here.
Keywords: skyline computation; computation; skyline; skyline query ... See more keywords
Combining Graph Exploration and Fragmentation for Scalable RDF Query Processing
Sign Up to like & getrecommendations! Published in 2021 at "Information Systems Frontiers"
DOI: 10.1007/s10796-020-09998-z
Abstract: The flexibility offered by the Resource Description Framework (RDF) has led it to become a very popular standard for representing data with an undefined or variable schema using the concept of triples. Its success has… read more here.
Keywords: rdf; query processing; graph; fragmentation ... See more keywords
EBV: Encoded Binary Vector for Efficient Information Retrieval, Query Processing and Recommendation for Travel and Tourism Domain
Sign Up to like & getrecommendations! Published in 2020 at "Arabian Journal for Science and Engineering"
DOI: 10.1007/s13369-020-04982-w
Abstract: The rise in business and electronic transactions using the web as a medium has driven the widespread use of recommendation systems across all domains. Recommendation systems generate suggestions for the travel and tourism industry, particularly… read more here.
Keywords: recommendation; information; retrieval; bit ... See more keywords
Adaptive Secure Nearest Neighbor Query Processing Over Encrypted Data
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Dependable and Secure Computing"
DOI: 10.1109/tdsc.2020.2998039
Abstract: Nearest neighbor query processing is a fundamental problem that arises in many fields such as spatial databases and machine learning. This article aims to address the Secure Nearest Neighbor (SNN) problem in cloud computing. Prior… read more here.
Keywords: query; query processing; secure; nearest neighbor ... See more keywords
Privacy-Aware Fuzzy Range Query Processing Over Distributed Edge Devices
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2021.3059952
Abstract: Range query processing is a common edge computing and service in the Internet of things, which can extract user-interest information from distributed edge devices. How to design lightweight privacy-preserving range query processing methods remains a… read more here.
Keywords: range query; range; query processing; query ... See more keywords
Privacy-Preserving Indexing and Query Processing for Secure Dynamic Cloud Storage
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2018.2818651
Abstract: With the increasing popularity of cloud-based data services, data owners are highly motivated to store their huge amount of potentially sensitive personal data files on remote servers in encrypted form. Clients later can query over… read more here.
Keywords: privacy; preserving indexing; privacy preserving; query processing ... See more keywords
G-PICS: A Framework for GPU-Based Spatial Indexing and Query Processing
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2020.2992440
Abstract: Support for efficient spatial data storage and retrieval have become a vital component in almost all spatial database systems. While GPUs have become a mainstream platform for high-throughput data processing in recent years, exploiting the… read more here.
Keywords: pics framework; based spatial; framework gpu; query ... See more keywords
Adaptively Secure and Fast Processing of Conjunctive Queries Over Encrypted Data
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2020.2997688
Abstract: This paper concerns the fundamental problem of processing conjunctive queries that contain both keyword and range conditions on public clouds in a privacy preserving manner. No prior Searchable Symmetric Encryption (SSE) based privacy preserving conjunctive… read more here.
Keywords: conjunctive queries; query; scheme; processing ... See more keywords
Video Monitoring Queries
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2020.3048606
Abstract: Recent advances in video processing utilizing deep learning primitives achieved breakthroughs in fundamental problems in video analysis such as frame classification and object detection enabling an array of new applications. In this paper we study… read more here.
Keywords: mml mml; mml; video streams; query processing ... See more keywords
An NVM SSD-Based High Performance Query Processing Framework for Search Engines
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2022.3160557
Abstract: Commercial search engines generally maintain hundreds of thousands of machines equipped with large sized DRAM in order to process huge volume of user queries with fast responsiveness, which incurs high hardware cost since DRAM is… read more here.
Keywords: query processing; nvm ssd; search engines; query ... See more keywords
Privacy and Integrity Preserving Top- $k$ Query Processing for Two-Tiered Sensor Networks
Sign Up to like & getrecommendations! Published in 2017 at "IEEE/ACM Transactions on Networking"
DOI: 10.1109/tnet.2017.2693364
Abstract: Privacy and integrity have been the main road block to the applications of two-tiered sensor networks. The storage nodes, which act as a middle tier between the sensors and the sink, could be compromised and… read more here.
Keywords: query; sensor; query processing; privacy integrity ... See more keywords