Research Article

Security and Cost-Aware Computation Offloading via Deep Reinforcement Learning in Mobile Edge Computing

Table 1

Notations.

SymbolsDefinition

Number of edge servers
Tasks’ arrival rate
The duration of the time slot
The link rate between MD and edge server
The set of security levels of task offloaded to the th edge server
The number of arrival tasks at the th time slot
The user executing queue’s state at the th time slot
The edge server executing queue’s state at the th time slot
The immediate cost at the th time slot
The immediate energy consumption at the th time slot
The immediate delay at the th time slot
The number of dropping tasks at the th time slot
The risk probability constraint of each offloaded task