Tianhegraph: Customizing graph search for graph500 on tianhe supercomputer

X Gan, Y Zhang, R Wang, T Li, T Xiao… - … on Parallel and …, 2021 - ieeexplore.ieee.org
As the era of exascale supercomputing is coming, it is vital for next-generation
supercomputers to find appropriate applications with high social and economic benefit. In …

Boosting the efficiency of HPCG and Graph500 with near-data processing

E Vermij, L Fiorin, C Hagleitner… - 2017 46th International …, 2017 - ieeexplore.ieee.org
HPCG and Graph500 can be regarded as the two most relevant benchmarks for high-
performance computing systems. Existing supercomputer designs, however, tend to focus …

Highspeed graph processing exploiting main-memory column stores

M Hauck, M Paradies, H Fröning, W Lehner… - Euro-Par 2015: Parallel …, 2015 - Springer
A popular belief in the graph database community is that relational database management
systems are generally ill-suited for efficient graph processing. This might apply for analytic …

Scale-free graph processing on a numa machine

TK Aasawat, T Reza, M Ripeanu - 2018 IEEE/ACM 8th …, 2018 - ieeexplore.ieee.org
Modern shared-memory systems embrace the NUMA architecture which has proven to be
more scalable than the SMP architecture. In many ways, a NUMA system resembles a …

A new method for cross-language information retrieval by summing weights of graphs

SA Yuan, SN Yu - … on Fuzzy Systems and Knowledge Discovery …, 2007 - ieeexplore.ieee.org
Disambiguation is the aim of most translation techniques used in cross-language
information retrieval. In this paper, we present a new method for query translation which only …

Customizing graph500 for Tianhe pre-exacale system

X Gan - arXiv preprint arXiv:2102.01254, 2021 - arxiv.org
BFS (Breadth-First Search) is a typical graph algorithm used as a key component of many
graph applications. However, current distributed parallel BFS implementations suffer from …

[PDF][PDF] Graph Processing in Main-Memory Column Stores

M Paradies - 2017 - core.ac.uk
Evermore, novel and traditional business applications leverage the advantages of a graph
data model, such as the offered schema flexibility and an explicit representation of …

A caching approach to reduce communication in graph search algorithms

P Cicotti, L Carrington - 2014 International Workshop on Data …, 2014 - ieeexplore.ieee.org
In many scientific and computational domains, graphs are used to represent and analyze
data. Such graphs often exhibit the characteristics of small-world networks: few high-degree …

[PDF][PDF] Dieses Dokument ist eine Zweitveröffentlichung (Postprint)/This is a self-archiving document (accepted version)

HGPE Main-Memory, C Stores - d-nb.info
A popular belief in the graph database community is that relational database management
systems are generally ill-suited for efficient graph processing. This might apply for analytic …

Reducing communication in parallel graph search algorithms with software caches

P Cicotti, M Shantharam… - … International Journal of …, 2019 - journals.sagepub.com
In many scientific and computational domains, graphs are used to represent and analyze
data. Such graphs often exhibit the characteristics of small-world networks: few high-degree …