A Survey of Big Data, High Performance Computing, and Machine Learning Benchmarks

Lecture Notes in Computer Science - Performance Evaluation and Benchmarking ◽

10.1007/978-3-030-94437-7_7 ◽

2022 ◽

pp. 98-118

Author(s):

Nina Ihde ◽

Paula Marten ◽

Ahmed Eleliemy ◽

Gabrielle Poerwawinata ◽

Pedro Silva ◽

...

Keyword(s):

Machine Learning ◽

Big Data ◽

High Performance Computing ◽

High Performance ◽

Performance Computing

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Large-scale machine learning based on functional networks for biomedical big data with high performance computing platforms

Journal of Computational Science ◽

10.1016/j.jocs.2015.09.008 ◽

2015 ◽

Vol 11 ◽

pp. 69-81 ◽

Author(s):

Emad Elsebakhi ◽

Frank Lee ◽

Eric Schendel ◽

Anwar Haque ◽

Nagarajan Kathireason ◽

...

Keyword(s):

Machine Learning ◽

Big Data ◽

High Performance Computing ◽

High Performance ◽

Large Scale ◽

Functional Networks ◽

Computing Platforms ◽

Performance Computing

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The impact of machine learning on processing big data in high-performance computing

Smart Computing ◽

10.1201/9781003167488-40 ◽

2021 ◽

pp. 344-353

Author(s):

Rohit ◽

B. Gupta ◽

K. K. Gola

Keyword(s):

Machine Learning ◽

Big Data ◽

High Performance Computing ◽

High Performance ◽

Performance Computing

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Analysis of Machine Learning for Processing Big Data in High Performance Computing: A Review

EAI Endorsed Transactions on Cloud Systems ◽

10.4108/eai.7-9-2020.166353 ◽

2020 ◽

Vol 6 (19) ◽

pp. 166353

Author(s):

Rohit Rohit ◽

B. Gupta ◽

K. Gola

Keyword(s):

Machine Learning ◽

Big Data ◽

High Performance Computing ◽

High Performance ◽

Performance Computing

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High-performance computing and machine learning applied in thermal systems analysis

Journal of Thermal Analysis and Calorimetry ◽

10.1007/s10973-021-10952-7 ◽

2021 ◽

Author(s):

Mostafa Safdari Shadloo ◽

Amin Rahmat ◽

Larry K. B. Li ◽

Omid Mahian ◽

Avinash Alagumalai

Keyword(s):

Machine Learning ◽

High Performance Computing ◽

Systems Analysis ◽

High Performance ◽

Thermal Systems ◽

Performance Computing

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Perspectives on High-Performance Computing in a Big Data World

Proceedings of the 28th International Symposium on High-Performance Parallel and Distributed Computing - HPDC '19 ◽

10.1145/3307681.3325410 ◽

2019 ◽

Author(s):

Geoffrey C. Fox

Keyword(s):

Big Data ◽

High Performance Computing ◽

High Performance ◽

Performance Computing

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High-Performance Computing for Big Data Processing

Future Generation Computer Systems ◽

10.1016/j.future.2018.07.054 ◽

2018 ◽

Vol 88 ◽

pp. 693-695 ◽

Author(s):

Yulei Wu ◽

Yang Xiang ◽

Jingguo Ge ◽

Peter Muller

Keyword(s):

Big Data ◽

Data Processing ◽

High Performance Computing ◽

High Performance ◽

Big Data Processing ◽

Performance Computing

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High Performance Computing and Big Data

Studies in Big Data - Guide to Big Data Applications ◽

10.1007/978-3-319-53817-4_6 ◽

2017 ◽

pp. 125-147 ◽

Author(s):

Rishi Divate ◽

Sankalp Sah ◽

Manish Singh

Keyword(s):

Big Data ◽

High Performance Computing ◽

High Performance ◽

Performance Computing

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Bringing High Performance Computing to Big Data Algorithms

Handbook of Big Data Technologies ◽

10.1007/978-3-319-49340-4_23 ◽

2017 ◽

pp. 777-806 ◽

Author(s):

H. Anzt ◽

J. Dongarra ◽

M. Gates ◽

J. Kurzak ◽

P. Luszczek ◽

...

Keyword(s):

Big Data ◽

High Performance Computing ◽

High Performance ◽

Performance Computing

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Big data, high performance computing and Pharmaceutical innovations

Journal of Pharmaceutics & Drug Delivery Research ◽

10.4172/2325-9604.c1.001 ◽

2016 ◽

Vol 05 (03) ◽

Author(s):

Jun Xu

Keyword(s):

Big Data ◽

High Performance Computing ◽

High Performance ◽

Performance Computing

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Approaches of enhancing interoperations among high performance computing and big data analytics via augmentation

Cluster Computing ◽

10.1007/s10586-019-02960-y ◽

2019 ◽

Vol 23 (2) ◽

pp. 953-988 ◽

Author(s):

Ajeet Ram Pathak ◽

Manjusha Pandey ◽

Siddharth S. Rautaray

Keyword(s):

Big Data ◽

High Performance Computing ◽

Data Analytics ◽

High Performance ◽

Big Data Analytics ◽

Performance Computing

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