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2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom) by Lee, Young Choon (author);King, Jayden (author);Kim, Young Ki (author);Hong, Seok-Hee (author) is a nonfiction available to read on EtoBox.

What is 2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom) about?

In large-scale distributed systems, such as clouds, failures are rather the norm than the exception. These failures include job failures, server failures, network outage and power failure. Among them, server failures are most common. With the wide adoption of cloud computing, the impact of server failures in clouds is far greater than that in traditional computer clusters as jobs of different tenants are often co-located (multi-tenancy). In this paper, we address the problem of robust scheduling, with realistic failure modeling, to minimize such impact on the execution of (co-located) jobs. To this end, we develop four online failure-aware (FA) scheduling algorithms, FAFF-WJ, FAFF-FC, FABF-WJ and FABF-FC, considering the availability and reliability of servers. In particular, FF (First-Fit) and BF (Best-Fit) indicate how the availability of servers is checked while WJ (Waiting Job) and FC (Failure Count) differ primarily in whether the reliability is measured from job's perspective or server's perspective. All four algorithms are designed essentially by combining these availability and reliability check methods. We evaluate our scheduling algorithms with failures generated based on

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Author

Lee, Young Choon (author);King, Jayden (author);Kim, Young Ki (author);Hong, Seok-Hee (author)

Publisher

IEEE

Published

2020

Language

EN

Category

nonfiction