1k citations · 2.3k across the 48 of their papers we have counts for
3 papers · 2 filters
GraphMP: An Efficient Semi-External-Memory Big Graph Processing System on a Single Machine
Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong +1
Recent studies showed that single-machine graph processing systems can be as highly competitive as cluster-based approaches on large-scale problems. While several out-of-core graph…
GraphH: High Performance Big Graph Analytics in Small Clusters
Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong +1
It is common for real-world applications to analyze big graphs using distributed graph processing systems. Popular in-memory systems require an enormous amount of resources to hand…
Towards Distributed Machine Learning in Shared Clusters: A Dynamically-Partitioned Approach
Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong +1
Many cluster management systems (CMSs) have been proposed to share a single cluster with multiple distributed computing systems. However, none of the existing approaches can handle…