Simulating Mobile Edge Computing Environment with Real Data Sets

Alghamdi, I. A. I. (2019) Simulating Mobile Edge Computing Environment with Real Data Sets. [Data Collection]

Collection description

This data set is a combination of two data sets available on line. The first data set is real data set of taxi cabs’ movements in Rome [1]. For each row in this data set, we have the cab-id, date/time and GPS coordinates of the current location. The focus was on 50 cars for one minute of movements. The goal of using this data set is to simulate the movements of the mobile nodes. To simulate the delay of the MEC servers, we used real data set for servers utilisation in a data centre taken from Alibaba Cluster Trace Program [2]. The data set, after the combining the two data sets contains the following fields: V1 (car id) , V2(time of movements), V3 (position), latitude, longitude, machine name, server Id, time of taken the measurement (utilization), cpu utilization, memory utilization and the sum of cpu and memory utilization.

[1] Bracciale, L.; Bonola, M.; Loreti, P.; Bianchi, G.; Amici, R.; Rabuffi, A. CRAWDAD dataset roma/taxi (v.3932014-07-17). Downloaded from https://crawdad.org/roma/taxi/20140717, 2014. doi:10.15783/C7QC7M.

[2] Alibaba Cluster Trace Program cluster-trace-v2018. Downloaded from https://github.com/alibaba/clusterdata/blob/master/cluster-trace-v2018/trace_2018.md

College / School: College of Science and Engineering > School of Computing Science
Date Deposited: 09 Oct 2019 15:24
Enlighten Publications URL: http://eprints.gla.ac.uk/199204/
URI: http://researchdata.gla.ac.uk/id/eprint/896

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Alghamdi, I. A. I. (2019); Simulating Mobile Edge Computing Environment with Real Data Sets

University of Glasgow

DOI: 10.5525/gla.researchdata.896

Retrieved: 2020-10-21

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