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- research-articleOctober 2018
Enumerating Trillion Subgraphs On Distributed Systems
ACM Transactions on Knowledge Discovery from Data (TKDD), Volume 12, Issue 6Article No.: 71, Pages 1–30https://doi.org/10.1145/3237191How can we find patterns from an enormous graph with billions of vertices and edges? The subgraph enumeration, which is to find patterns from a graph, is an important task for graph data analysis with many applications, including analyzing the social ...
- research-articleMay 2016
Biomedical Ontology Quality Assurance Using a Big Data Approach
ACM Transactions on Knowledge Discovery from Data (TKDD), Volume 10, Issue 4Article No.: 41, Pages 1–28https://doi.org/10.1145/2768830This article presents recent progresses made in using scalable cloud computing environment, Hadoop and MapReduce, to perform ontology quality assurance (OQA), and points to areas of future opportunity. The standard sequential approach used for ...
