Intelligent Service Orchestration in Mobile Edge Cloud Networks: KPIs FROM NETWORK ELEMENTS

Citation Author(s):: Engin Zeydan (Centre Tecnològic de Telecomunicacions de Catalunya (CTTC))

Josep Mangues (Centre Tecnològic de Telecomunicacions de Catalunya (CTTC))

Yekta Turk
Submitted by:: Engin Zeydan
Last updated:: Tue, 08/18/2020 - 19:08
DOI:: 10.21227/nbew-0y36
Data Format:: *.csv

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Categories:

Machine Learning

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Abstract

Measurements collected from pods M1, S1 and S2 and links L1, L2, L3 and L4.

Instructions:

Cloud Parameters: There are 3 pods and 4 features per pod: cpu, memory, free_CPU, free_memory.

Transport Parameters: There are 4 links and 12 features per link namely ''Receive_Bw_bytes'', ''Receive_Bw_packet_number'', ''Transmit_Bw_bytes'', ''Transmit_Bw_packet_number'', ''collision_count'', ''crc_errors'', ''frame_errors'', ''receive_errors'', ''receive_overrun'', ''transmit_drops'', ''receive_drops'', ''transmit_errors''.

Outcome states: 'run_from_master','run_from_slave1',''run_from_slave2', ''run_from_problem_L1',''run_from_problem_L1_2''