The source code and dockerfile for the GSW2024 AI Lab.
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// Workstation cluster [HHK00] // dxp/gxn 11/01/00
ctmc
const int N = 2; // Number of workstations in each cluster const int left_mx = N; // Number of work stations in left cluster const int right_mx = N; // Number of work stations in right cluster
// Failure rates const double ws_fail = 1/500; // Single workstation: average time to fail = 500 hrs const double switch_fail = 1/4000; // Switch: average time to fail = 4000 hrs const double line_fail = 1/5000; // Backbone: average time to fail = 5000 hrs
// Left cluster module Left left_n : [0..left_mx] init left_mx; // Number of workstations operational left : bool; // Being repaired? [startLeft] !left & (left_n<left_mx) -> 1 : (left'=true); [repairLeft] left & (left_n<left_mx) -> 1 : (left'=false) & (left_n'=left_n+1); [] (left_n>0) -> ws_fail*left_n : (left_n'=left_n-1); endmodule
// Right cluster module Right = Left[left_n=right_n, left=right, left_mx=right_mx, startLeft=startRight, repairLeft=repairRight ] endmodule
// Repair unit module Repairman r : bool; // Repairing? [startLeft] !r -> 10 : (r'=true); // Inspect Left [startRight] !r -> 10 : (r'=true); // Inspect Right [startToLeft] !r -> 10 : (r'=true); // Inspect ToLeft [startToRight] !r -> 10 : (r'=true); // Inspect ToRight [startLine] !r -> 10 : (r'=true); // Inspect Line [repairLeft] r -> 2 : (r'=false); // Repair Left [repairRight] r -> 2 : (r'=false); // Repair Right [repairToLeft] r -> 0.25 : (r'=false); // Repair ToLeft [repairToRight] r -> 0.25 : (r'=false); // Repair ToRight [repairLine] r -> 0.125 : (r'=false); // Repair Line endmodule
// Line/backbone module Line line : bool; // Being repaired? line_n : bool init true; // Working? [startLine] !line & !line_n -> 1 : (line'=true); [repairLine] line & !line_n -> 1 : (line'=false) & (line_n'=true); [] line_n -> line_fail : (line_n'=false); endmodule
// Left switch module ToLeft = Line[line=toleft, line_n=toleft_n, line_fail=switch_fail, startLine=startToLeft, repairLine=repairToLeft ] endmodule
// Right switch module ToRight = Line[line=toright, line_n=toright_n, line_fail=switch_fail, startLine=startToRight, repairLine=repairToRight ] endmodule
// Formulas + labels
// Minimum QoS requires 3/4 connected workstations operational const int k = floor(0.75*N); // left_operational_i : left_n>=i & toleft_n // right_operational_i : right_n>=i & toright_n // operational_i : (left_n+right_n)>=i & toleft_n & line_n & toright_n // minimum_k : left_operational_k | right_operational_k | operational_k formula minimum = (left_n>=k & toleft_n) | (right_n>=k & toright_n) | ((left_n+right_n)>=k & toleft_n & line_n & toright_n); label "minimum" = (left_n>=k & toleft_n) | (right_n>=k & toright_n) | ((left_n+right_n)>=k & toleft_n & line_n & toright_n); // premium = minimum_N label "premium" = (left_n>=left_mx & toleft_n) | (right_n>=right_mx & toright_n) | ((left_n+right_n)>=left_mx & toleft_n & line_n & toright_n);
// Reward structures
// Percentage of operational workstations stations //rewards "percent_op" // true : 100*(left_n+right_n)/(2*N); //endrewards
// Time that the system is not delivering at least minimum QoS //rewards "time_not_min" // !minimum : 1; //endrewards
// Number of repairs rewards "num_repairs" [repairLeft] true : 1; [repairRight] true : 1; [repairToLeft] true : 1; [repairToRight] true : 1; [repairLine] true : 1; endrewards
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