CLOUD DEPENDABILITY ANALYSIS: CHARACTERIZING GOOGLE CLUSTER INFRASTRUCTURE RELIABILITY

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MESBAHI MOHAMMAD REZA; RAHMANI AMIR MASOUD; HOSSEINZADEH MEHDI

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Seminar Paper

Paper Information

Seminar: INTERNATIONAL CONFERENCE ON WEB RESEARCH
Year:2017 | Issue:3

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Title

CLOUD DEPENDABILITY ANALYSIS: CHARACTERIZING GOOGLE CLUSTER INFRASTRUCTURE RELIABILITY

Author(s)

MESBAHI MOHAMMAD REZA | RAHMANI AMIR MASOUD | HOSSEINZADEH MEHDI

Keywords

CLOUD COMPUTING

PHYSICAL MACHINE

FAILURE; RELIABILITY

DEPENDABLE SYSTEMS

Abstract

CLOUD COMPUTING DATA CENTERS OFFER HIGH AVAILABLE AND RELIABLE INFRASTRUCTURES FOR HOSTING CRITICAL APPLICATIONS AND DATA. THESE DATA CENTERS HOST HUNDREDS OF THOUSANDS PHYSICAL MACHINES TO RESPONSE TO INCOMING WORKLOAD AS JOB EXECUTING. IN THIS PAPER, WE ANALYZE THE GOOGLE CLOUD CLUSTER PROPERTIES TO INVESTIGATE THE RELATIONSHIP AMONG MACHINE FAILURES, UPDATES, AND JOB FAILURES. WE PRESENT THE STATISTICAL PROPERTIES OF GOOGLE MACHINES AND JOB FAILURES AND ATTEMPT TO CORRELATE THEM DURING A 29-DAY PERIOD BEHAVE. WE CLASSIFY THE MACHINE AND JOB FAILURES PER DAY AND REPRESENT A RELIABILITY MODEL FOR GOOGLE CLUSTER MACHINES USING THE CONTINUES TIME MARKOV CHAINS.

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APA: Copy

MESBAHI, MOHAMMAD REZA, RAHMANI, AMIR MASOUD, & HOSSEINZADEH, MEHDI. (2017). CLOUD DEPENDABILITY ANALYSIS: CHARACTERIZING GOOGLE CLUSTER INFRASTRUCTURE RELIABILITY. INTERNATIONAL CONFERENCE ON WEB RESEARCH. SID. https://sid.ir/paper/946860/en

Vancouver: Copy

MESBAHI MOHAMMAD REZA, RAHMANI AMIR MASOUD, HOSSEINZADEH MEHDI. CLOUD DEPENDABILITY ANALYSIS: CHARACTERIZING GOOGLE CLUSTER INFRASTRUCTURE RELIABILITY. 2017. Available from: https://sid.ir/paper/946860/en

IEEE: Copy

MOHAMMAD REZA MESBAHI, AMIR MASOUD RAHMANI, and MEHDI HOSSEINZADEH, “CLOUD DEPENDABILITY ANALYSIS: CHARACTERIZING GOOGLE CLUSTER INFRASTRUCTURE RELIABILITY,” presented at the INTERNATIONAL CONFERENCE ON WEB RESEARCH. 2017, [Online]. Available: https://sid.ir/paper/946860/en

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