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Cristin-resultat-ID:
2141188
Sist endret:
17. april 2023, 11:11
Resultat
Vitenskapelig foredrag
2023
Graph-Inceptor: Towards Extreme Data Ingestion, Massive Graph Creation and Storage
Brian Elvesæter
Presentasjon
Presentasjon
Navn på arrangementet: GraphSys'23: The First Workshop on Serverless, Extreme-Scale, and Sustainable Graph Processing Systems
Sted: Coimbra
Dato fra:
15. april 2023
Dato til:
15. april 2023
Om resultatet
Om resultatet
Vitenskapelig foredrag
Publiseringsår: 2023
Beskrivelse
Beskrivelse
Engelsk
Tittel
Graph-Inceptor: Towards Extreme Data Ingestion, Massive Graph Creation and Storage
Sammendrag
Graph processing is increasingly popular given the wide range of phenomena represented as graphs (e.g., social media networks, pharmaceutical drug compounds, or fraud networks, among others). The increasing amount of data available requires new approaches to efficiently ingest and process such data. In this research, we describe a solution at a conceptual level in the context of the Graph-Massivizer architecture. Graph-Inceptor aims to bridge the void among ETL tools enabling data transformations required for graph creation and enrichment and supporting connectors to multiple graph storages at a massive scale. Furthermore, it aims to enhance ETL operations by learning from data content and load and making decisions based on machine-learning-based predictive analytics.
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Bidragsytere
Bidragsytere
Brian Elvesæter
Forfatter
ved Sustainable Communication Technologies ved SINTEF AS
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