Data locality in high performance computing, big data, and converged systems: An analysis of the cutting edge and a future system architecture

S Usman, R Mehmood, I Katib, A Albeshri - Electronics, 2022 - mdpi.com
Big data has revolutionized science and technology leading to the transformation of our
societies. High-performance computing (HPC) provides the necessary computational power …

JHTD: An Efficient Joint Scheduling Framework Based on Hypergraph for Task Placement and Data Transfer Across Geographically Distributed Data Centers

C Jing, P Dan - IEEE Access, 2022 - ieeexplore.ieee.org
As the explosive growth of the data volume, data center is playing a critical role to store and
process huge amount of data. Traditional single data center can no longer to adapt into …

Hypergraph+: An improved hypergraph-based task-scheduling algorithm for massive spatial data processing on master-slave platforms

B Cheng, X Guan, H Wu, R Li - ISPRS International Journal of Geo …, 2016 - mdpi.com
Spatial data processing often requires massive datasets, and the task/data scheduling
efficiency of these applications has an impact on the overall processing performance …

On the effects of allocation strategies for exascale computing systems with distributed storage and unified interconnects

JA Pascual, J Lant, C Concatto… - Concurrency and …, 2019 - Wiley Online Library
The convergence between computing‐and data‐centric workloads and platforms is
imposing new challenges on how to best use the resources of modern computing systems …

On the effects of data-aware allocation on fully distributed storage systems for exascale

JA Pascual, C Concatto, J Lant, J Navaridas - Euro-Par 2017: Parallel …, 2018 - Springer
The convergence between computing-and data-centric workloads and platforms is imposing
new challenges on how to best use the resources of modern computing systems. In this …

오픈네트워킹에서시작되는미래형데이터-중심소프트웨어-정의인프라로의전환

김종원 - 한국통신학회지(정보와통신), 2019 - dbpia.co.kr
초연결, 광대역에 기반한 다양한 사용자 주도형 서비스들을 신속하고 경제적으로 실증하기
위해 DevOps (개발/운영병행체제) 방식의 자동화가 확산되고 있다. 이에 효과적으로 …

[HTML][HTML] On the convergence of big data analytics and high-performance computing: a novel approach for runtime interoperability

SC Lores - 2019 - documat.unirioja.es
The information technology ecosystem is currently in transition to a new generation of
applications requiring intensive data acquisition, processing and storage. As a result of this …

[引用][C] Technical report on techniques to expose and exploit data locality

S Caino-Lores, FJR Duro, FJG Blas, JC Perez - 2017