SECURITY ISSUES IN COLLECTIVE COMPUTING

Authors

  • Pavlo Rehida National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”, Ukraine
  • Artem Kaplunov National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”, Ukraine
  • Bohdan Ivanishchev National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”, Ukraine
  • Oleksandr Honcharenko National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”, Ukraine

Keywords:

collective computing, computational trust

Abstract

This paper considers the issues of security of collective computing in a dynamic environment. Analysis of dynamic environment, where this type of computing is performing, is done. Metrics for assessing the security of the node are defined. These metrics can be used by the system to decide whether it is safe to continue working with a specific system node.

References

Talbot, D. (2001, April 1). Collective Computing. Retrieved from https://www.technologyreview.com/2001/05/01/235887/collective-computing/

Abbasi, H., Wolf, M., Schwan, K., Eisenhauer, G., & Hilton, A. (2004, September). Xchange: coupling parallel applications in a dynamic environment. In 2004 IEEE International Conference on Cluster Computing (IEEE Cat. No. 04EX935) (pp. 471-480). IEEE.

Rencuzogullari, U., & Dwardadas, S. (2001). Dynamic adaptation to available resources for parallel computing in an autonomous network of workstations. ACM SIGPLAN Notices, 36(7), 72-81.

Han, S., Pool, J., Tran, J., & Dally, W. (2015). Learning both weights and connections for efficient neural network. In Advances in neural information processing systems (pp. 1135-1143).

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Published

2023-06-08

Issue

2020

Section

Security, Fault Tolerance