@inproceedings{c75a8c2ada5f4e5c9ade29ec552e26bb,
title = "Improved Routing in Networks through Load Prediction Strategy",
abstract = "Communication protocols are mostly based on shortest-path and per-flow static hashing which may cause under utilization, congestion and misusage of links. Thanks to the advancement of Software Defined Networking (SDN), computing and storage technologies, today's big data analytics, machine learning and artificial intelligence (AI) technologies give network operators an unprecedented opportunity to gain network insights and move towards network autonomy. This work presents a proof for the efficiency of prediction algorithms in addition to their load prediction accuracy lower bound required to help network operators to improve the overall network performance. The results show us that the load prediction accuracy lower bound does not necessarily depend on the network topologies' parameters.",
keywords = "ECMP, SDN, load balancing, load prediction",
author = "Ron Posti and Michael Segal",
note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 17th International Conference on the Design of Reliable Communication Networks, DRCN 2021 ; Conference date: 19-04-2021 Through 22-04-2021",
year = "2021",
month = apr,
day = "19",
doi = "10.1109/DRCN51631.2021.9477322",
language = "English",
series = "2021 17th International Conference on the Design of Reliable Communication Networks, DRCN 2021",
publisher = "Institute of Electrical and Electronics Engineers",
booktitle = "2021 17th International Conference on the Design of Reliable Communication Networks, DRCN 2021",
address = "United States",
}