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   Articles with "billion scale" as a keyword



Efficient MapReduce algorithms for triangle listing in billion-scale graphs

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recommendations! Published in 2017 at "Distributed and Parallel Databases"

DOI: 10.1007/s10619-017-7193-1

Abstract: This paper addresses the classical triangle listing problem, which aims at enumerating all the tuples of three vertices connected with each other by edges. This problem has been intensively studied in internal and external memory,… read more here.

Keywords: graphs; triangle listing; billion scale; scale graphs ... See more keywords

ZINC-22—A Free Multi-Billion-Scale Database of Tangible Compounds for Ligand Discovery

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recommendations! Published in 2023 at "Journal of Chemical Information and Modeling"

DOI: 10.1021/acs.jcim.2c01253

Abstract: Purchasable chemical space has grown rapidly into the tens of billions of molecules, providing unprecedented opportunities for ligand discovery but straining the tools that might exploit these molecules at scale. We have therefore developed ZINC-22,… read more here.

Keywords: multi billion; zinc; database; billion scale ... See more keywords

Toward Efficient and Secure Collaborative SQL Analyses of Billion-Scale Datasets

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recommendations! Published in 2025 at "IEEE Transactions on Information Forensics and Security"

DOI: 10.1109/tifs.2025.3594582

Abstract: Designing an efficient and secure collaborative SQL analysis system that supports large-scale dataset inputs is a very challenging task. In this paper, we present FedQuery, an MPC-based solution for efficient and secure collaborative analysis that… read more here.

Keywords: efficient secure; sql; billion scale; secure collaborative ... See more keywords

Time- and Space-Efficiently Sketching Billion-Scale Attributed Networks

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recommendations! Published in 2025 at "IEEE Transactions on Knowledge and Data Engineering"

DOI: 10.1109/tkde.2024.3508256

Abstract: Attributed network embedding seeks to depict each network node via a compact, low-dimensional vector while effectively preserving the similarity between node pairs, which lays a strong foundation for a great many high-level network mining tasks.… read more here.

Keywords: space; billion scale; time space; scale attributed ... See more keywords