LSTM-Based Traffic Load Balancing and Resource Allocation for an Edge System

Algorithm 1. GENM algorithm pseudocode.

Input: (current state)

Output: (control input vector)

01: Parameter initialization

02: for ( within the prediction horizon of depth ) do

 - := forecast the workload

 - := forecast the energy

 - := operating interval of each BS

 - := green-based operating interval

 -

03: for (each in ) do

 - generate all reachable states

 -

04: for (each in ) do

 - calculate the corresponding

taking into account of from

 end for

  end for

   end for

05: - obtain a sequence of reachable states yielding

 minimum energy cost

06: control leading from to

07: Return

Algorithm 1. GENM algorithm pseudocode.