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[HTML][HTML] Reference architecture and classification of technologies, products and services for big data systems
P Pääkkönen, D Pakkala - Big data research, 2015 - Elsevier
Many business cases exploiting big data have been realised in recent years; Twitter,
LinkedIn, and Facebook are examples of companies in the social networking domain. Other …
LinkedIn, and Facebook are examples of companies in the social networking domain. Other …
Graph generators: State of the art and open challenges
The abundance of interconnected data has fueled the design and implementation of graph
generators reproducing real-world linking properties or gauging the effectiveness of graph …
generators reproducing real-world linking properties or gauging the effectiveness of graph …
LDBC Graphalytics: A benchmark for large-scale graph analysis on parallel and distributed platforms
In this paper we introduce LDBC Graphalytics, a new industrial-grade benchmark for graph
analysis platforms. It consists of six deterministic algorithms, standard datasets, synthetic …
analysis platforms. It consists of six deterministic algorithms, standard datasets, synthetic …
The LDBC social network benchmark
The Linked Data Benchmark Council's Social Network Benchmark (LDBC SNB) is an effort
intended to test various functionalities of systems used for graph-like data management. For …
intended to test various functionalities of systems used for graph-like data management. For …
Graphalytics: A big data benchmark for graph-processing platforms
Graphs are increasingly used in industry, governance, and science. This has stimulated the
appearance of many and diverse graph-processing platforms. Although platform diversity is …
appearance of many and diverse graph-processing platforms. Although platform diversity is …
Choosing a cloud DBMS: architectures and tradeoffs
As analytic (OLAP) applications move to the cloud, DBMSs have shifted from employing a
pure shared-nothing design with locally attached storage to a hybrid design that combines …
pure shared-nothing design with locally attached storage to a hybrid design that combines …
[HTML][HTML] Querying a graph database–language selection and performance considerations
F Holzschuher, R Peinl - Journal of Computer and System Sciences, 2016 - Elsevier
NoSQL and especially graph databases are constantly gaining popularity among
developers as they promise to deliver superior performance when handling highly …
developers as they promise to deliver superior performance when handling highly …
Supporting dynamic graphs and temporal entity deletions in the LDBC social network benchmark's data generator
Many data processing pipelines operate on highly-connected data sets that can be
efficiently modelled as graphs. These graphs are rarely static, but rather change rapidly and …
efficiently modelled as graphs. These graphs are rarely static, but rather change rapidly and …
Big data storage technology for smart distribution grid based on neo4j graph database
P Shi, G Fan, S Li, D Kou - 2021 IEEE 4th International …, 2021 - ieeexplore.ieee.org
In the smart distribution grid, deep integration of power system and information system is the
development direction. In order to effectively excavate the potential value of massive data …
development direction. In order to effectively excavate the potential value of massive data …
Towards scalable distributed graph database engine for hybrid clouds
Large graph data management and mining in clouds has become an important issue in
recent times. We propose Acacia which is a distributed graph database engine for scalable …
recent times. We propose Acacia which is a distributed graph database engine for scalable …