Security threats against communication and computing task classification for edge computing
[ 1 ] Wydział Informatyki i Telekomunikacji, Politechnika Poznańska | [ 2 ] Instytut Radiokomunikacji, Wydział Informatyki i Telekomunikacji, Politechnika Poznańska | [ SzD ] doktorant ze Szkoły Doktorskiej | [ P ] pracownik
2023
rozdział w monografii naukowej / referat
angielski
- edge computing
- classification
- machine learning
- cyberattacks
EN This paper addresses machine learning-based task allocation in edge-computing networks with diverse end-user devices (IoT devices) and diverse edge-computing servers. The task allocation problem is solved by generated-requests classification that can be mapped to servers with enough computational power and proximity to devices that translates to service latency and reliability. Moreover, the impact of cyberattacks on the classification algorithm is also studied.
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