notesum.ai

Published at November 1

Effective ML Model Versioning in Edge Networks

cs.NI

cs.AI

Released Date: November 1, 2024

Authors: Fin Gentzen¹, Mounir Bensalem¹, Admela Jukan¹

Aff.: ¹Technische Universitat Braunschweig, Germany

Arxiv: http://arxiv.org/abs/2411.01078v1

Refer to caption

ML Model id	1	2	3	4	5
Version	0 to 10
Subversion	0 to $\sim$ 10000
Avg service time	10
Avg inter-arrival time	3.25 - 8
CPU req	1	2	3	4	5
RAM req	1	1	2	2	6
Disk req	0.01
Spawn time	10
Reliability	0.9 - 1
Security	0.6 - 1	0.6 - 1	0.6 - 1	0.7 - 1	0.6 - 1
Accuracy	0.5 - 1	0.5 - 1	0.5 - 1	0.7 - 1	0.7 - 1