Implementing micro High Performance Computing (μHPC) artifact: Affordable HPC Facilities for Academia

被引:0
|
作者
Mwasaga, Nkundwe Moses [1 ]
Joy, Mike [2 ]
机构
[1] Univ Eastern Finland, Sch Comp, Joensuu, Finland
[2] Univ Warwick, Comp Sci, Coventry, W Midlands, England
关键词
micro HPC; Beowulf cluster; constructivism; parallel computation; High Performance Computation; scalability; credit card-sized PC; TECHNOLOGY; ACCEPTANCE;
D O I
暂无
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
This Research to Practice Full Paper presents the experience of implementing micro HPC (mu HPC) clusters in the education context. In developing countries, access to and experience of High Performance Computing (HPC) facilities (which are important for the economic development of those countries) has presented challenges to academic institutions due to prohibitive costs of acquisition and maintenance of HPC systems. These challenges affect the delivery of courses, which include HPC and parallel computation in their syllabi. However, due to advancements in integrated circuit technologies, creditcard-sized personal computers (PCs) have emerged with the capabilities of a fully-fledged PC. These credit-card-sized PCs offer an opportunity for system integrators to build micro HPC (mu HPC) clusters which, apart from their efficiency, scalability and availability, have a number of attributes which are not shared with conventional data-center based HPC clusters These include their low power consumption, portability, diskless nodes, cost-effectiveness and excellent price to performance ratios. mu HPC clusters are, therefore, ideally suited to support curricula in all educational disciplines that demand parallel computation. The purpose of this study is to investigate the implementation of mu HPC to find out from students how ease of use of a mu HPC system is to acquire skills and knowledge of HPC. We used focus groups and surveys to gather data in the framework of the design science research paradigm. The implementation of mu HPC clusters involved a demonstration of the system in the problem context that provided valuable lessons. The results indicate that mu HPC is the ease of use HPC artifact for learning about management, integration, deployment, installation, downloading, and running of parallel programs.
引用
收藏
页数:9
相关论文
共 50 条
  • [1] CFD Simulation Studies of High Performance Computing (HPC) Facilities
    Deshmukh, Ajinkya N.
    Pawar, Rahul S.
    Kulkarni, Sourabh S.
    Kumar, Vikas
    Joshi, Sandeep K.
    Chaudhari, Mangesh B.
    FLUID MECHANICS AND FLUID POWER - CONTEMPORARY RESEARCH, 2017, : 251 - 267
  • [2] Introducing High Performance Computing (HPC) Concepts in Institutions with an Absence of HPC Culture
    Ahmed, Waseem
    Muthaher, Mohammed Mufasir
    Basheer, Jamshid M.
    2013 SIXTH INTERNATIONAL CONFERENCE ON CONTEMPORARY COMPUTING (IC3), 2013, : 274 - 277
  • [3] The high performance computing symposium (HPC 2010)
    Sandu, Adrian
    Watson, Layne T.
    Thacker, William I.
    Spring Simulation Multiconference 2010, SpringSim'10, 2010,
  • [4] High Performance Computing (HPC) Implementation: A Survey
    Assiroj, Priati
    Hananto, April Lia
    Fauzi, Ahmad
    Warnars, Harco Leslie Hendric Spits
    2018 INDONESIAN ASSOCIATION FOR PATTERN RECOGNITION INTERNATIONAL CONFERENCE (INAPR), 2018, : 213 - 217
  • [5] An Effective Storage Mechanism for High Performance Computing (HPC)
    El Jamiy, Fatima
    Daif, Abderrahmane
    Azouazi, Mohamed
    Marzak, Abdelaziz
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2015, 6 (10) : 186 - 188
  • [6] High Performance Information Management for HPC Parallel Computing
    Tucker, Scot
    Spetka, Scott
    PROCEEDINGS OF THE HPCMP USERS GROUP CONFERENCE 2008, 2008, : 409 - +
  • [7] Security in High Performance Computing (S-HPC)
    Marquez, Andres
    Guo, Yang
    Peisert, Sean
    Barker, Kevin J.
    Abu-Ghazaleh, Nael B.
    Bangalore, Purushptham
    Awad, Amro
    ACM International Conference Proceeding Series, 2023,
  • [8] An Empirical Study of High Performance Computing (HPC) Performance Bugs
    Azad, Md Abul Kalam
    Iqbal, Nafees
    Hassan, Foyzul
    Roy, Probir
    2023 IEEE/ACM 20TH INTERNATIONAL CONFERENCE ON MINING SOFTWARE REPOSITORIES, MSR, 2023, : 194 - 206
  • [9] Approach to Utilizing High-performance Computing at HPC Wales
    Kuraishi, Hideaki
    Iwatani, Masaki
    Mantani, Akira
    Yamada, Motohiro
    FUJITSU SCIENTIFIC & TECHNICAL JOURNAL, 2014, 50 (03): : 41 - 45
  • [10] Approach to utilizing high-performance computing at HPC Wales
    Kuraishi, Hideaki
    Iwatani, Masaki
    Mantani, Akira
    Yamada, Motohiro
    Fujitsu Scientific and Technical Journal, 2014, 50 (03): : 41 - 45