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fix(simulation): Error with yield caused to wait for too shortly if floats have too many decimal points. Rounding up on smallest decimal point now

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Signed-off-by: Tuan-Dat Tran <tuan-dat.tran@tudattr.dev>
This commit is contained in:
Tuan-Dat Tran
2024-12-14 16:39:53 +01:00
parent d3650acfe3
commit 8cdfbd727e
3 changed files with 183 additions and 582 deletions
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663
00_aoi_caching_simulation/06-multi_aoi_simulation.ipynb
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1
00_aoi_caching_simulation/input/2024-12-13/preprocessor.py
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@@ -3,7 +3,6 @@ import sys
import pathlib
# 1/u_opt_2
def main():
input_file = sys.argv[1]
assert pathlib.Path(input_file).suffix == ".csv", "Input needs to be a .csv file"

101
00_aoi_caching_simulation/input/2024-12-14/results.csv Normal file
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@@ -0,0 +1,101 @@
Lambda,h_opt,u_opt,TTL,h_opt_2,u_opt_2,TTL_2,mu
0.0251188643150958,4.03358160426645e-23,0.123919681693936,-0,0,1.00000000000001,-0,0.999999999999992
0.0253216408296374,0,0.0505875350219564,-0,0,1,-0,1
0.0255281380320494,5.4065081445305e-22,0.522377809343488,-0,1.71377672395083e-33,1,-0,1
0.0257384632137329,0,0.101572737772223,-0,0,1,-0,1
0.0259527279086566,0,0.188581376480437,-0,3.85185988877447e-34,1,-0,1
0.0261710481074958,0,0.280797173850802,-0,0,1,-0,1
0.0263935444849688,5.75256527097375e-24,0.37728128813874,-0,0,1,-0,1
0.0266203426413373,0,0.489008862499741,-0,9.14816723583937e-34,1,-0,1
0.0268515733591148,0,0.622960563894529,-0,0,1,-0,1
0.0270873728761194,0,0.759865479128741,-0,0,1,-0,1
0.027327883176104,0,0.916528176230392,-0,4.81482486096809e-34,1,-0,1
0.0275732522983048,1.20856395403221e-24,1.08896600002116,-0,1.43341539499996e-34,1,-0,1
0.0278236346673699,2.65947043580255e-25,1.1751152950236,-0,0,1,-0,1
0.0280791914452574,0,1.25230270856483,-0,1.3951960033517e-33,1,-0,1
0.0283400909068398,1.39139236999703e-25,1.28918083237236,-0,0,1,-0,1
0.0286065088411073,0,1.2370089333978,-0,2.40741243048404e-34,1,-0,1
0.0288786289800412,5.10261429443745e-25,1.19306642390838,-0,7.69268771425848e-34,1,-0,1
0.0291566434574212,0,1.13936111462937,-0,0,1,-0,1
0.0294407533000456,9.18354961579912e-41,1.09629009883254,-0,3.85185988877447e-34,1,-0,1
0.0297311689540826,0,1.18553402270292,-0,8.6556526864521e-34,1,-0,1
0.0300281108495358,0,1.51494316047234,-0,0,1,-0,1
0.0303318100060983,0,1.46331126129221,-0,0,1,-0,1
0.0306425086840024,0,1.32169129905484,-0,0,1,-0,1
0.0309604610838299,6.91351165946676e-24,1.27558698733639,-0,4.14074938043256e-33,1,-0,1
0.0312859340996612,0,1.26526214238641,-0,1.2518544638517e-33,1,-0,1
0.0316192081303908,9.44225368671881e-25,1.31925763007173,-0,0,1,-0,1
0.0319605779545482,5.57247603462848e-23,1.35972890340586,-0,0,1,-0,1
0.0323103536745306,1.10034096826695e-21,1.27235577587924,-0,1.5155666248759e-33,1,-0,1
0.0326688617367965,2.95427555542052e-23,1.12021301384138,-0,0,1,-0,1
0.0330364460352817,8.01195015945139e-23,0.911058734193402,-0,9.51932908903155e-35,1,-0,1
0.0334134691061146,4.98867373582614e-25,0.641349069487049,-0,3.85185988877447e-34,1,-0,1
0.0338003134226122,0,0.610262082112085,-0,0,1,-0,1
0.0341973828005735,2.31090881333029e-24,0.105305111854949,-0,1.17852888460814e-33,1,-0,1
0.0346051039250455,5.03453621818642e-25,1.25013121869741,-0,4.80379279767763e-34,1,-0,1
0.035023928011061,3.33960780095097e-25,1.49218371547879,-0,1.34815096107107e-33,1,-0,1
0.0354543326123406,9.99034216856973e-24,1.35281370510585,-0,0,1,-0,1
0.0358968235936573,3.33866902170142e-25,1.81796954060273,-0,0,1,-0,1
0.0363519372845013,0,1.40710438332905,-0,9.85935890169412e-34,1,-0,1
0.0368202428338972,0,1.352465637171,-0,1.13038063599845e-33,1,-0,1
0.0373023447887628,6.69962103284551e-24,1.39858426118217,-0,0,1,-0,1
0.0377988859211009,4.0846333452986e-23,1.45715305639586,-0,1.03518734510814e-33,1,-0,1
0.0383105503326579,0,1.50137206328652,-0,0,1,-0,1
0.0388380668695228,4.49260743012737e-24,1.5462289972504,-0,0,1,-0,1
0.0393822128835806,4.15915531402447e-25,1.61124408866454,-0,0,1,-0,1
0.0399438183828623,0,1.6729781712164,-0,2.87786285329039e-34,1,-0,1
0.0405237706187912,0,1.73193720782327,-0,1.2518544638517e-33,1,-0,1
0.0411230191652392,1.6427546668366e-24,1.79618350060273,-0,0,1,-0,1
0.0417425815523796,0,1.87102077605761,-0,0,1,-0,1
0.0423835495277492,0,1.92444311907521,-0,9.62964972193618e-34,1,-0,1
0.04304709602799,3.74151459827752e-25,1.9274285762318,-0,0,1,-0,1
0.0437344829577311,0,1.87091171476828,-0,7.70371977754894e-34,1,-0,1
0.0444470698874037,0,1.82783571255705,-0,3.85185988877447e-34,1,-0,1
0.0451863237999041,7.87345144860759e-26,1.78940619114241,-0,0,1,-0,1
0.0459538300375418,2.32996154417604e-23,1.76550767613088,-0,0,1,-0,1
0.0467513046263291,0,1.74029557632777,-0,6.24824025596805e-34,1,-0,1
0.0475806081852961,0,1.72049124869484,-0,0,1,-0,1
0.0484437616652488,4.2210087088433e-24,1.72079999863276,-0,8.6556526864521e-34,1,-0,1
0.0493429642056255,0,1.71987171573499,-0,0,1,-0,1
0.0502806134515894,1.91765411319283e-25,1.77874623854687,-0,0,1,-0,1
0.0512593287384338,8.55437539706488e-23,1.830189551316,-0,3.17668120190989e-33,1,-0,1
0.0522819776295637,7.24686412660482e-23,1.77903997481112,-0,0,1,-0,1
0.0533517063913293,1.55294990295315e-23,2.01898224290866,-0,3.08148791101958e-33,1,-0,1
0.0544719751074109,0,2.08911267346387,-0,0,1,-0,1
0.0556465982832032,3.73962432453909e-25,2.21185660671955,-0,2.87786285329039e-34,1,-0,1
0.0568797919744227,0,2.360572574116,-0,0,1,-0,1
0.0581762287040114,0,2.55964431937068,-0,0,1,-0,1
0.0595411017205848,2.93551201655547e-25,2.75459242800534,-0,9.51932908903155e-35,1,-0,1
0.0609802005177442,4.01647119864077e-25,2.60934232910097,-0,0,1,-0,1
0.0625,0,2.35328599453927,-0,3.08148791101958e-33,1,-0,1
0.0641077662794986,2.89674266939654e-24,2.36156292059577,-0,0,1,-0,1
0.0658116828611607,0,2.61869995204192,-0,4.80379279767763e-34,1,-0,1
0.0676210019811913,-5.73971850987445e-42,2.80752649237365,-0,0,1,-0,1
0.0695462271867977,3.86578716687983e-25,2.63211155214017,-0,0,1,-0,1
0.0715993349974727,5.30308644266468e-25,2.59559867307993,-0,0,1,-0,1
0.0737940458317425,1.40340239106185e-25,2.54452097489368,-0,0,1,-0,1
0.0761461575486351,-4.70197740328915e-38,2.35650504068759,-0,9.51932908903155e-35,1,-0,1
0.0786739592745751,3.02014719099634e-26,3.25399541488032,-0,0,1,-0,1
0.081398749154559,2.65111561983658e-22,2.9940185116118,-0,0,1,-0,1
0.0843454880117311,0,1.31622832582448,-0,0,1,-0,1
0.0875436327263116,9.38056775099631e-26,5.11909215266465,-0,0,1,-0,1
0.091028210151304,6.57019351361687e-26,4.4185690430038,-0,0,1,-0,1
0.094841217227218,0,3.62209564563645,-0,0,1,-0,1
0.0990334698870002,2.02896730262414e-25,3.82616147388578,-0,0,1,-0,1
0.103667079284254,0,7.57861951778736,-0,0,1,-0,1
0.108818820412016,7.33776507639146e-26,6.80213057031659,-0,0,1,-0,1
0.114584795172499,2.79203477636773e-26,4.26187784535936,-0,0,1,-0,1
0.121087014505174,0,2.4762937822956,-0,0,1,-0,1
0.128482896333447,1.24513980064047e-25,2.58161016754972,-0,8.6556526864521e-34,1,-0,1
0.136979319126435,1.05792179042261e-24,1.72592209402389,-0,0,1,-0,1
0.146854024200198,0,0.656952793779639,-0,7.99547730340752e-16,1,5.29203146778025e-15,1
0.158489319246111,1.58764379585932e-23,0.232450668079407,-0,1,0.562818109287691,Inf,1.77677296358785
0.172427285990596,4.9810656459993e-24,0.469979676007235,-0,1,0.539591774926815,Inf,1.85325285978577
0.1894645708138,2.69428681958203e-23,0.308780856367804,-0,1,0.514759239575152,Inf,1.94265575655395
0.21082473737065,0,0.353973053967676,-0,1,0.487986156964493,Inf,2.04923845836217
0.238494846850876,0.847288140963468,0.325103579318314,7.87942562392709,1,0.458805588756474,Inf,2.17957240388103
0.275945932292243,1,0.302238130362979,Inf,1,0.42653654477372,Inf,2.34446499896159
0.329876977693224,1,0.276430043457921,Inf,1,0.390114627795856,Inf,2.56334915112
0.415243646538506,1,0.246382432787601,Inf,1,0.347709583112921,Inf,2.87596329973812
0.574349177498518,1,0.209494804596015,Inf,1,0.295651470574403,Inf,3.38236098760869
1,1,0.158767376280701,Inf,1,0.224062061198399,Inf,4.46304918669179
1 Lambda h_opt u_opt TTL h_opt_2 u_opt_2 TTL_2 mu
2 0.0251188643150958 4.03358160426645e-23 0.123919681693936 -0 0 1.00000000000001 -0 0.999999999999992
3 0.0253216408296374 0 0.0505875350219564 -0 0 1 -0 1
4 0.0255281380320494 5.4065081445305e-22 0.522377809343488 -0 1.71377672395083e-33 1 -0 1
5 0.0257384632137329 0 0.101572737772223 -0 0 1 -0 1
6 0.0259527279086566 0 0.188581376480437 -0 3.85185988877447e-34 1 -0 1
7 0.0261710481074958 0 0.280797173850802 -0 0 1 -0 1
8 0.0263935444849688 5.75256527097375e-24 0.37728128813874 -0 0 1 -0 1
9 0.0266203426413373 0 0.489008862499741 -0 9.14816723583937e-34 1 -0 1
10 0.0268515733591148 0 0.622960563894529 -0 0 1 -0 1
11 0.0270873728761194 0 0.759865479128741 -0 0 1 -0 1
12 0.027327883176104 0 0.916528176230392 -0 4.81482486096809e-34 1 -0 1
13 0.0275732522983048 1.20856395403221e-24 1.08896600002116 -0 1.43341539499996e-34 1 -0 1
14 0.0278236346673699 2.65947043580255e-25 1.1751152950236 -0 0 1 -0 1
15 0.0280791914452574 0 1.25230270856483 -0 1.3951960033517e-33 1 -0 1
16 0.0283400909068398 1.39139236999703e-25 1.28918083237236 -0 0 1 -0 1
17 0.0286065088411073 0 1.2370089333978 -0 2.40741243048404e-34 1 -0 1
18 0.0288786289800412 5.10261429443745e-25 1.19306642390838 -0 7.69268771425848e-34 1 -0 1
19 0.0291566434574212 0 1.13936111462937 -0 0 1 -0 1
20 0.0294407533000456 9.18354961579912e-41 1.09629009883254 -0 3.85185988877447e-34 1 -0 1
21 0.0297311689540826 0 1.18553402270292 -0 8.6556526864521e-34 1 -0 1
22 0.0300281108495358 0 1.51494316047234 -0 0 1 -0 1
23 0.0303318100060983 0 1.46331126129221 -0 0 1 -0 1
24 0.0306425086840024 0 1.32169129905484 -0 0 1 -0 1
25 0.0309604610838299 6.91351165946676e-24 1.27558698733639 -0 4.14074938043256e-33 1 -0 1
26 0.0312859340996612 0 1.26526214238641 -0 1.2518544638517e-33 1 -0 1
27 0.0316192081303908 9.44225368671881e-25 1.31925763007173 -0 0 1 -0 1
28 0.0319605779545482 5.57247603462848e-23 1.35972890340586 -0 0 1 -0 1
29 0.0323103536745306 1.10034096826695e-21 1.27235577587924 -0 1.5155666248759e-33 1 -0 1
30 0.0326688617367965 2.95427555542052e-23 1.12021301384138 -0 0 1 -0 1
31 0.0330364460352817 8.01195015945139e-23 0.911058734193402 -0 9.51932908903155e-35 1 -0 1
32 0.0334134691061146 4.98867373582614e-25 0.641349069487049 -0 3.85185988877447e-34 1 -0 1
33 0.0338003134226122 0 0.610262082112085 -0 0 1 -0 1
34 0.0341973828005735 2.31090881333029e-24 0.105305111854949 -0 1.17852888460814e-33 1 -0 1
35 0.0346051039250455 5.03453621818642e-25 1.25013121869741 -0 4.80379279767763e-34 1 -0 1
36 0.035023928011061 3.33960780095097e-25 1.49218371547879 -0 1.34815096107107e-33 1 -0 1
37 0.0354543326123406 9.99034216856973e-24 1.35281370510585 -0 0 1 -0 1
38 0.0358968235936573 3.33866902170142e-25 1.81796954060273 -0 0 1 -0 1
39 0.0363519372845013 0 1.40710438332905 -0 9.85935890169412e-34 1 -0 1
40 0.0368202428338972 0 1.352465637171 -0 1.13038063599845e-33 1 -0 1
41 0.0373023447887628 6.69962103284551e-24 1.39858426118217 -0 0 1 -0 1
42 0.0377988859211009 4.0846333452986e-23 1.45715305639586 -0 1.03518734510814e-33 1 -0 1
43 0.0383105503326579 0 1.50137206328652 -0 0 1 -0 1
44 0.0388380668695228 4.49260743012737e-24 1.5462289972504 -0 0 1 -0 1
45 0.0393822128835806 4.15915531402447e-25 1.61124408866454 -0 0 1 -0 1
46 0.0399438183828623 0 1.6729781712164 -0 2.87786285329039e-34 1 -0 1
47 0.0405237706187912 0 1.73193720782327 -0 1.2518544638517e-33 1 -0 1
48 0.0411230191652392 1.6427546668366e-24 1.79618350060273 -0 0 1 -0 1
49 0.0417425815523796 0 1.87102077605761 -0 0 1 -0 1
50 0.0423835495277492 0 1.92444311907521 -0 9.62964972193618e-34 1 -0 1
51 0.04304709602799 3.74151459827752e-25 1.9274285762318 -0 0 1 -0 1
52 0.0437344829577311 0 1.87091171476828 -0 7.70371977754894e-34 1 -0 1
53 0.0444470698874037 0 1.82783571255705 -0 3.85185988877447e-34 1 -0 1
54 0.0451863237999041 7.87345144860759e-26 1.78940619114241 -0 0 1 -0 1
55 0.0459538300375418 2.32996154417604e-23 1.76550767613088 -0 0 1 -0 1
56 0.0467513046263291 0 1.74029557632777 -0 6.24824025596805e-34 1 -0 1
57 0.0475806081852961 0 1.72049124869484 -0 0 1 -0 1
58 0.0484437616652488 4.2210087088433e-24 1.72079999863276 -0 8.6556526864521e-34 1 -0 1
59 0.0493429642056255 0 1.71987171573499 -0 0 1 -0 1
60 0.0502806134515894 1.91765411319283e-25 1.77874623854687 -0 0 1 -0 1
61 0.0512593287384338 8.55437539706488e-23 1.830189551316 -0 3.17668120190989e-33 1 -0 1
62 0.0522819776295637 7.24686412660482e-23 1.77903997481112 -0 0 1 -0 1
63 0.0533517063913293 1.55294990295315e-23 2.01898224290866 -0 3.08148791101958e-33 1 -0 1
64 0.0544719751074109 0 2.08911267346387 -0 0 1 -0 1
65 0.0556465982832032 3.73962432453909e-25 2.21185660671955 -0 2.87786285329039e-34 1 -0 1
66 0.0568797919744227 0 2.360572574116 -0 0 1 -0 1
67 0.0581762287040114 0 2.55964431937068 -0 0 1 -0 1
68 0.0595411017205848 2.93551201655547e-25 2.75459242800534 -0 9.51932908903155e-35 1 -0 1
69 0.0609802005177442 4.01647119864077e-25 2.60934232910097 -0 0 1 -0 1
70 0.0625 0 2.35328599453927 -0 3.08148791101958e-33 1 -0 1
71 0.0641077662794986 2.89674266939654e-24 2.36156292059577 -0 0 1 -0 1
72 0.0658116828611607 0 2.61869995204192 -0 4.80379279767763e-34 1 -0 1
73 0.0676210019811913 -5.73971850987445e-42 2.80752649237365 -0 0 1 -0 1
74 0.0695462271867977 3.86578716687983e-25 2.63211155214017 -0 0 1 -0 1
75 0.0715993349974727 5.30308644266468e-25 2.59559867307993 -0 0 1 -0 1
76 0.0737940458317425 1.40340239106185e-25 2.54452097489368 -0 0 1 -0 1
77 0.0761461575486351 -4.70197740328915e-38 2.35650504068759 -0 9.51932908903155e-35 1 -0 1
78 0.0786739592745751 3.02014719099634e-26 3.25399541488032 -0 0 1 -0 1
79 0.081398749154559 2.65111561983658e-22 2.9940185116118 -0 0 1 -0 1
80 0.0843454880117311 0 1.31622832582448 -0 0 1 -0 1
81 0.0875436327263116 9.38056775099631e-26 5.11909215266465 -0 0 1 -0 1
82 0.091028210151304 6.57019351361687e-26 4.4185690430038 -0 0 1 -0 1
83 0.094841217227218 0 3.62209564563645 -0 0 1 -0 1
84 0.0990334698870002 2.02896730262414e-25 3.82616147388578 -0 0 1 -0 1
85 0.103667079284254 0 7.57861951778736 -0 0 1 -0 1
86 0.108818820412016 7.33776507639146e-26 6.80213057031659 -0 0 1 -0 1
87 0.114584795172499 2.79203477636773e-26 4.26187784535936 -0 0 1 -0 1
88 0.121087014505174 0 2.4762937822956 -0 0 1 -0 1
89 0.128482896333447 1.24513980064047e-25 2.58161016754972 -0 8.6556526864521e-34 1 -0 1
90 0.136979319126435 1.05792179042261e-24 1.72592209402389 -0 0 1 -0 1
91 0.146854024200198 0 0.656952793779639 -0 7.99547730340752e-16 1 5.29203146778025e-15 1
92 0.158489319246111 1.58764379585932e-23 0.232450668079407 -0 1 0.562818109287691 Inf 1.77677296358785
93 0.172427285990596 4.9810656459993e-24 0.469979676007235 -0 1 0.539591774926815 Inf 1.85325285978577
94 0.1894645708138 2.69428681958203e-23 0.308780856367804 -0 1 0.514759239575152 Inf 1.94265575655395
95 0.21082473737065 0 0.353973053967676 -0 1 0.487986156964493 Inf 2.04923845836217
96 0.238494846850876 0.847288140963468 0.325103579318314 7.87942562392709 1 0.458805588756474 Inf 2.17957240388103
97 0.275945932292243 1 0.302238130362979 Inf 1 0.42653654477372 Inf 2.34446499896159
98 0.329876977693224 1 0.276430043457921 Inf 1 0.390114627795856 Inf 2.56334915112
99 0.415243646538506 1 0.246382432787601 Inf 1 0.347709583112921 Inf 2.87596329973812
100 0.574349177498518 1 0.209494804596015 Inf 1 0.295651470574403 Inf 3.38236098760869
101 1 1 0.158767376280701 Inf 1 0.224062061198399 Inf 4.46304918669179