An efficient iterative graph data processing framework based on bulk synchronous parallel model

C Liu, D Zeng, H Yao, X Yan, L Yu… - … : Practice and Experience, 2020 - Wiley Online Library
Graph data processing has been widely applied in a variety of domains such as industry,
science, social network, and so on. It therefore has stimulated many efforts devoted to this …

RF fingerprints for secure authentication in single-hop WSN

DA Knox, T Kunz - 2008 IEEE International Conference on …, 2008 - ieeexplore.ieee.org
Secure authentication in wireless sensor networks is complicated by the promiscuous nature
of the wireless transmission medium and by the limited hardware and software capabilities …

An x10-based distributed streaming graph database engine

M Dayarathna, S Bandara, N Jayamaha… - 2017 IEEE 24th …, 2017 - ieeexplore.ieee.org
Streaming graph data mining has become a significant issue in high performance graph
mining due to the increasing appearance of graph data sets as streams. In this paper we …

Scalable graph convolutional network based link prediction on a distributed graph database server

A Karunarathna, D Senarath… - 2020 IEEE 13th …, 2020 - ieeexplore.ieee.org
Graph Convolutional Networks (GCN) have become a popular means of performing link
prediction due to the high accuracy offered by them. However, scaling such link prediction …

Benchmarking graph data management and processing systems: A survey

M Dayarathna, T Suzumura - arxiv preprint arxiv:2005.12873, 2020 - arxiv.org
The development of scalable, representative, and widely adopted benchmarks for graph
data systems have been a question for which answers has been sought for decades. We …

Memory efficient graph convolutional network based distributed link prediction

D Senevirathne, I Wijesiri… - … Conference on Big …, 2020 - ieeexplore.ieee.org
Graph Convolutional Networks (GCN) have found multiple applications of graph-based
machine learning. However, training GCNs on large graphs of billions of nodes and edges …

The design on the multi-temperature testing system based on the Laview

C Cai, WJ Zhang - 2008 International Seminar on Future …, 2008 - ieeexplore.ieee.org
The paper introduced a data acquisition system which is based on virtual instruments
technology. The data acquisition system can not only obtain the spot signal speedily and …

High Performance Graph Data Management and Mining with X10

M Dayarathna - 2017 IEEE International Conference on Data …, 2017 - ieeexplore.ieee.org
Graph data management and mining in HPC environments has been a widely discussed
issue in recent times. In this talk I will describe the use of Partitioned Global Address Space …