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