SOCRATES: A System For Scalable Graph Analytics
Cetin Savkli, Ryan Carr, Matthew Chapman, Brant Chee, David Minch
TL;DR
SOCRATES is a distributed system designed for scalable graph analytics, offering features like locality control, indexing, graph querying, and parallel processing to handle large semantic graphs efficiently.
Contribution
Introduces SOCRATES, a novel distributed system that enhances scalability and efficiency in semantic graph processing through integrated features.
Findings
Demonstrates improved scalability in graph analytics tasks.
Shows efficient query processing on large semantic graphs.
Achieves better parallel processing performance.
Abstract
A distributed semantic graph processing system that provides locality control, indexing, graph query, and parallel processing capabilities is presented.
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