3 Experiment 2

3.1 Experimental set up

	Values
experimentId	EXP08-05-12-48-qrNbzW
agentNumbers	100, 200, 500
maxDistances	10, 30
randomWorksNumberMultipliers	2
chainLengths	10, 20

3.2 Descriptive analysis of each simulation

3.2.1 SIM08-05-12-48-xsitDp–CV

3.2.1.1 simulationParameters

agentNumber	similarityConnectThreshold	chainLength	similaritySearchThreshold	maxDistance	randomWorksNumberMultiplier
100	0.5	10	1	10	2

3.2.1.2 Degree distribution of agent->knows->agent edges

3.2.1.3 Runing time by method

key	doc_count	sum_wallTime_ms.value	avg_wallTime_ms.value	includedInTotal
connectIfSimilar	87,990	690,222	7.84432321854756	No
existsSimilarity	87,990	661,208	7.51458120240936	No
similarityEdges	87,990	644,003	7.31904761904762	No
connect	13,942	26,564	1.90532204848659	Yes
connectAllSimilar	420	691,307	1645.96904761905	Yes
init	103	11,702	113.611650485437	No
searchAndConnect	10	55,982	5598.2	Yes
cycleSearch	9	665	73.8888888888889	Yes
getWorks	9	200	22.2222222222222	Yes
Total	14,395	776,074

3.2.1.4 Found structures

3.2.1.4.1 Cycles

Number of cycles found: 1

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-12-48-xsitDp--CV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundCycle"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.1.4.2 Paths

Number of paths found: 0

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-12-48-xsitDp--CV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundPath"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.2 SIM08-05-12-48-xsitDp–DV

3.2.2.1 simulationParameters

agentNumber	similarityConnectThreshold	chainLength	similaritySearchThreshold	maxDistance	randomWorksNumberMultiplier
100	0.5	10	1	10	2

3.2.2.2 Degree distribution of agent->knows->agent edges

3.2.2.3 Runing time by method

key	doc_count	sum_wallTime_ms.value	avg_wallTime_ms.value	includedInTotal
addItemToWork	420	6,689	15.9261904761905	No
ownsWork	210	3,067	14.6047619047619	No
init	103	12,116	117.631067961165	No
knowsAgent	100	303	3.03	No
searchAndConnect	91	410,537	4511.3956043956	Yes
getWorksItems	18	51	2.83333333333333	Yes
individualCycleSearch	14	116	8.28571428571429	Yes
cycleSearch	6	7,184	1197.33333333333	Yes
getWorks	6	3,149	524.833333333333	No
Total	131	419,879

3.2.2.4 Found structures

3.2.2.4.1 Cycles

Number of cycles found: 1

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-12-48-xsitDp--DV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundCycle"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.2.4.2 Paths

Number of paths found: 0

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-12-48-xsitDp--DV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundPath"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.3 SIM08-05-01-00-fbyPmL–CV

3.2.3.1 simulationParameters

agentNumber	similarityConnectThreshold	chainLength	similaritySearchThreshold	maxDistance	randomWorksNumberMultiplier
100	0.5	10	1	30	2

3.2.3.2 Degree distribution of agent->knows->agent edges

3.2.3.3 Runing time by method

key	doc_count	sum_wallTime_ms.value	avg_wallTime_ms.value	includedInTotal
connectIfSimilar	87,990	708,959	8.05726787134902	No
existsSimilarity	87,990	705,644	8.01959313558359	No
similarityEdges	87,990	687,613	7.81467212183203	No
connect	787	1,564	1.98729351969504	Yes
connectAllSimilar	420	709,911	1690.26428571429	Yes
init	103	9,844	95.5728155339806	No
searchAndConnect	3	37,914	12638	Yes
Total	1,214	750,110

3.2.3.4 Found structures

3.2.3.4.1 Cycles

Number of cycles found: 1

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-01-00-fbyPmL--CV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundCycle"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.3.4.2 Paths

Number of paths found: 0

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-01-00-fbyPmL--CV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundPath"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.4 SIM08-05-01-00-fbyPmL–DV

3.2.4.1 simulationParameters

agentNumber	similarityConnectThreshold	chainLength	similaritySearchThreshold	maxDistance	randomWorksNumberMultiplier
100	0.5	10	1	30	2

3.2.4.2 Degree distribution of agent->knows->agent edges

3.2.4.3 Runing time by method

key	doc_count	sum_wallTime_ms.value	avg_wallTime_ms.value	includedInTotal
addItemToWork	420	5,117	12.1833333333333	No
ownsWork	210	2,516	11.9809523809524	No
init	103	10,224	99.2621359223301	No
knowsAgent	100	204	2.04	No
searchAndConnect	98	623,784	6365.14285714286	Yes
cycleSearch	21	832	39.6190476190476	Yes
getWorks	21	3,900	185.714285714286	No
individualCycleSearch	21	2	0.0952380952380952	Yes
getWorksItems	18	37	2.05555555555556	Yes
Total	163	625,698

3.2.4.4 Found structures

3.2.4.4.1 Cycles

Number of cycles found: 2

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-01-00-fbyPmL--DV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundCycle"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.4.4.2 Paths

Number of paths found: 0

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-01-00-fbyPmL--DV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundPath"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.5 SIM08-05-01-13-Rou4Mt–CV

3.2.5.1 simulationParameters

agentNumber	similarityConnectThreshold	chainLength	similaritySearchThreshold	maxDistance	randomWorksNumberMultiplier
100	0.5	20	1	10	2

3.2.5.2 Degree distribution of agent->knows->agent edges

3.2.5.3 Runing time by method

key	doc_count	sum_wallTime_ms.value	avg_wallTime_ms.value	includedInTotal
connectIfSimilar	96,580	839,387	8.69110581901015	No
existsSimilarity	96,580	829,673	8.59052598881756	No
similarityEdges	96,580	809,392	8.38053427210603	No
connect	3,999	7,576	1.8944736184046	Yes
connectAllSimilar	440	840,519	1910.27045454545	Yes
init	103	9,781	94.9611650485437	No
Total	4,444	848,905

3.2.5.4 Found structures

3.2.5.4.1 Cycles

Number of cycles found: 1

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-01-13-Rou4Mt--CV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundCycle"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.5.4.2 Paths

Number of paths found: 0

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-01-13-Rou4Mt--CV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundPath"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.6 SIM08-05-01-13-Rou4Mt–DV

3.2.6.1 simulationParameters

agentNumber	similarityConnectThreshold	chainLength	similaritySearchThreshold	maxDistance	randomWorksNumberMultiplier
100	0.5	20	1	10	2

3.2.6.2 Degree distribution of agent->knows->agent edges

3.2.6.3 Runing time by method

	key	doc_count	sum_wallTime_ms.value	avg_wallTime_ms.value	includedInTotal
2	cycleSearch	10,797	151,904	14.0690932666481	Yes
3	getWorks	10,797	85,410	7.91053070297305	No
4	individualCycleSearch	10,797	504	0.0466796332314532	Yes
6	addItemToWork	440	2,891	6.57045454545455	No
7	ownsWork	220	1,519	6.90454545454545	No
8	init	103	9,855	95.6796116504854	No
9	searchAndConnect	101	607,356	6013.42574257426	Yes
10	knowsAgent	100	215	2.15	No
1	Total	43,289	1,095,159

3.2.6.4 Found structures

3.2.6.4.1 Cycles

Number of cycles found: 0

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-01-13-Rou4Mt--DV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundCycle"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.6.4.2 Paths

Number of paths found: 10797

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-01-13-Rou4Mt--DV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundPath"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.7 SIM08-05-04-27-jTgnYK–CV

3.2.7.1 simulationParameters

agentNumber	similarityConnectThreshold	chainLength	similaritySearchThreshold	maxDistance	randomWorksNumberMultiplier
100	0.5	20	1	30	2

3.2.7.2 Degree distribution of agent->knows->agent edges

3.2.7.3 Runing time by method

	key	doc_count	sum_wallTime_ms.value	avg_wallTime_ms.value	includedInTotal
1	connectIfSimilar	96,580	816,605	8.45521847173328	No
2	existsSimilarity	96,580	812,952	8.41739490577759	No
3	similarityEdges	96,580	792,437	8.20498032718989	No
4	connect	877	1,697	1.93500570125428	Yes
5	connectAllSimilar	440	817,592	1858.16363636364	Yes
6	init	103	10,251	99.5242718446602	No
9	connectAllSimilarCentralized	1	817,605	817605	Yes
10	cycleSearch	1	47	47	Yes
11	Total	1,322	1,637,139

3.2.7.4 Found structures

3.2.7.4.1 Cycles

Number of cycles found: 1

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-04-27-jTgnYK--CV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundCycle"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.7.4.2 Paths

Number of paths found: 0

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-04-27-jTgnYK--CV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundPath"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.8 SIM08-05-04-27-jTgnYK–DV

3.2.8.1 simulationParameters

agentNumber	similarityConnectThreshold	chainLength	similaritySearchThreshold	maxDistance	randomWorksNumberMultiplier
100	0.5	20	1	30	2

3.2.8.2 Degree distribution of agent->knows->agent edges

3.2.8.3 Runing time by method

key	doc_count	sum_wallTime_ms.value	avg_wallTime_ms.value	includedInTotal
addItemToWork	440	2,948	6.7	No
ownsWork	220	1,650	7.5	No
init	103	9,823	95.368932038835	No
searchAndConnect	101	790,073	7822.50495049505	Yes
knowsAgent	100	211	2.11	No
getWorksItems	38	55	1.44736842105263	Yes
cycleSearch	27	1,248	46.2222222222222	Yes
getWorks	27	61	2.25925925925926	No
individualCycleSearch	27	1	0.037037037037037	Yes
Total	201	792,481

3.2.8.4 Found structures

3.2.8.4.1 Cycles

Number of cycles found: 4

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-04-27-jTgnYK--DV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundCycle"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.8.4.2 Paths

Number of paths found: 4

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-04-27-jTgnYK--DV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundPath"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.9 SIM08-05-04-41-DCfxMF–CV

3.2.9.1 simulationParameters

agentNumber	similarityConnectThreshold	chainLength	similaritySearchThreshold	maxDistance	randomWorksNumberMultiplier
200	0.5	10	1	10	2

3.2.9.2 Degree distribution of agent->knows->agent edges

3.2.9.3 Runing time by method

key	doc_count	sum_wallTime_ms.value	avg_wallTime_ms.value	includedInTotal
connectIfSimilar	335,790	4,425,911	13.1805920366896	No
existsSimilarity	335,790	4,286,480	12.7653593019447	No
similarityEdges	335,790	4,174,991	12.4333392894368	No
connect	64,147	128,894	2.00935351614261	Yes
connectAllSimilar	820	4,430,241	5402.73292682927	Yes
init	203	13,044	64.256157635468	No
Total	64,975	4,562,913

3.2.9.4 Found structures

3.2.9.4.1 Cycles

Number of cycles found: 1

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-04-41-DCfxMF--CV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundCycle"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.9.4.2 Paths

Number of paths found: 0

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-04-41-DCfxMF--CV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundPath"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.10 SIM08-05-04-41-DCfxMF–DV

3.2.10.1 simulationParameters

agentNumber	similarityConnectThreshold	chainLength	similaritySearchThreshold	maxDistance	randomWorksNumberMultiplier
200	0.5	10	1	10	2

3.2.10.2 Degree distribution of agent->knows->agent edges

3.2.10.3 Runing time by method

	key	doc_count	sum_wallTime_ms.value	avg_wallTime_ms.value	includedInTotal
2	cycleSearch	10,798	248,778	23.039266530839	Yes
3	getWorks	10,798	95,657	8.858770142619	No
4	individualCycleSearch	10,798	388	0.0359325801074273	Yes
6	addItemToWork	820	4,731	5.76951219512195	No
7	ownsWork	410	2,387	5.8219512195122	No
8	init	203	13,160	64.8275862068966	No
9	searchAndConnect	201	3,487,867	17352.5721393035	Yes
10	knowsAgent	200	345	1.725	No
1	Total	43,393	4,236,526

3.2.10.4 Found structures

3.2.10.4.1 Cycles

Number of cycles found: 0

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-04-41-DCfxMF--DV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundCycle"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.10.4.2 Paths

Number of paths found: 10798

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-04-41-DCfxMF--DV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundPath"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.11 SIM08-05-08-55-pe7AVI–CV

3.2.11.1 simulationParameters

agentNumber	similarityConnectThreshold	chainLength	similaritySearchThreshold	maxDistance	randomWorksNumberMultiplier
200	0.5	10	1	30	2

3.2.11.2 Degree distribution of agent->knows->agent edges

3.2.11.3 Runing time by method

key	doc_count	sum_wallTime_ms.value	avg_wallTime_ms.value	includedInTotal
connectIfSimilar	335,790	4,493,310	13.3813097471634	No
existsSimilarity	335,790	4,482,222	13.3482891092647	No
similarityEdges	335,790	4,355,846	12.9719348402275	No
connect	1,576	3,244	2.05837563451777	Yes
connectAllSimilar	820	4,497,056	5484.21463414634	Yes
init	203	16,229	79.9458128078818	No
cycleSearch	147	9,063	61.6530612244898	Yes
getWorks	146	680	4.65753424657534	Yes
searchAndConnect	8	349,519	43689.875	Yes
Total	2,702	4,864,119

3.2.11.4 Found structures

3.2.11.4.1 Cycles

Number of cycles found: 1

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-08-55-pe7AVI--CV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundCycle"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.11.4.2 Paths

Number of paths found: 0

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-08-55-pe7AVI--CV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundPath"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.12 SIM08-05-08-55-pe7AVI–DV

3.2.12.1 simulationParameters

agentNumber	similarityConnectThreshold	chainLength	similaritySearchThreshold	maxDistance	randomWorksNumberMultiplier
200	0.5	10	1	30	2

3.2.12.2 Degree distribution of agent->knows->agent edges

3.2.12.3 Runing time by method

key	doc_count	sum_wallTime_ms.value	avg_wallTime_ms.value	includedInTotal
addItemToWork	820	5,953	7.25975609756098	No
ownsWork	410	2,832	6.90731707317073	No
init	203	13,018	64.128078817734	No
knowsAgent	200	352	1.76	No
searchAndConnect	193	5,104,321	26447.2590673575	Yes
individualCycleSearch	158	1	0.00632911392405063	Yes
getWorksItems	18	70	3.88888888888889	Yes
getWorks	13	639	49.1538461538462	No
cycleSearch	12	1,725	143.75	Yes
Total	384	5,107,107

3.2.12.4 Found structures

3.2.12.4.1 Cycles

Number of cycles found: 3

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-08-55-pe7AVI--DV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundCycle"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.12.4.2 Paths

Number of paths found: 0

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-08-55-pe7AVI--DV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundPath"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.13 SIM08-05-10-13-wTf6Ij–CV

3.2.13.1 simulationParameters

agentNumber	similarityConnectThreshold	chainLength	similaritySearchThreshold	maxDistance	randomWorksNumberMultiplier
200	0.5	20	1	10	2

3.2.13.2 Degree distribution of agent->knows->agent edges

3.2.13.3 Runing time by method

key	doc_count	sum_wallTime_ms.value	avg_wallTime_ms.value	includedInTotal
connectIfSimilar	352,380	4,791,061	13.5962909359214	No
existsSimilarity	352,380	4,671,763	13.257741642545	No
similarityEdges	352,380	4,540,919	12.8864265849367	No
connect	49,192	109,222	2.22032037729712	Yes
connectAllSimilar	840	4,795,548	5708.98571428571	Yes
init	203	13,018	64.128078817734	No
Total	50,040	4,909,234

3.2.13.4 Found structures

3.2.13.4.1 Cycles

Number of cycles found: 1

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-10-13-wTf6Ij--CV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundCycle"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.13.4.2 Paths

Number of paths found: 0

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-10-13-wTf6Ij--CV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundPath"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.14 SIM08-05-10-13-wTf6Ij–DV

3.2.14.1 simulationParameters

agentNumber	similarityConnectThreshold	chainLength	similaritySearchThreshold	maxDistance	randomWorksNumberMultiplier
200	0.5	20	1	10	2

3.2.14.2 Degree distribution of agent->knows->agent edges

3.2.14.3 Runing time by method

	key	doc_count	sum_wallTime_ms.value	avg_wallTime_ms.value	includedInTotal
2	cycleSearch	10,798	870,298	80.5980737173551	Yes
3	getWorks	10,798	95,938	8.88479348027412	No
4	individualCycleSearch	10,798	437	0.0404704574921282	Yes
6	addItemToWork	840	5,501	6.54880952380952	No
7	ownsWork	420	3,001	7.1452380952381	No
8	init	203	13,012	64.0985221674877	No
9	searchAndConnect	201	4,081,034	20303.6517412935	Yes
10	knowsAgent	200	386	1.93	No
1	Total	43,393	6,468,237

3.2.14.4 Found structures

3.2.14.4.1 Cycles

Number of cycles found: 0

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-10-13-wTf6Ij--DV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundCycle"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.14.4.2 Paths

Number of paths found: 10798

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-05-10-13-wTf6Ij--DV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundPath"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.15 SIM08-06-02-34-XiXore–CV

3.2.15.1 simulationParameters

agentNumber	similarityConnectThreshold	chainLength	similaritySearchThreshold	maxDistance	randomWorksNumberMultiplier
200	0.5	20	1	30	2

3.2.15.2 Degree distribution of agent->knows->agent edges

3.2.15.3 Runing time by method

key	doc_count	sum_wallTime_ms.value	avg_wallTime_ms.value	includedInTotal
connectIfSimilar	352,380	4,896,392	13.895204041092	No
existsSimilarity	352,380	4,885,019	13.862929224133	No
similarityEdges	352,380	4,755,435	13.4951898518645	No
connect	1,637	3,482	2.12706169822847	Yes
connectAllSimilar	840	4,900,300	5833.69047619048	Yes
init	203	16,167	79.64039408867	No
cycleSearch	168	17,202	102.392857142857	Yes
getWorks	167	983	5.88622754491018	Yes
searchAndConnect	9	321,644	35738.2222222222	Yes
Total	2,826	5,248,835

3.2.15.4 Found structures

3.2.15.4.1 Cycles

Number of cycles found: 1

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-06-02-34-XiXore--CV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundCycle"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.15.4.2 Paths

Number of paths found: 0

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-06-02-34-XiXore--CV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundPath"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.16 SIM08-06-02-34-XiXore–DV

3.2.16.1 simulationParameters

agentNumber	similarityConnectThreshold	chainLength	similaritySearchThreshold	maxDistance	randomWorksNumberMultiplier
200	0.5	20	1	30	2

3.2.16.2 Degree distribution of agent->knows->agent edges

3.2.16.3 Runing time by method

key	doc_count	sum_wallTime_ms.value	avg_wallTime_ms.value	includedInTotal
addItemToWork	840	5,846	6.95952380952381	No
ownsWork	420	3,107	7.39761904761905	No
init	203	13,089	64.4778325123153	No
knowsAgent	200	350	1.75	No
searchAndConnect	192	5,349,315	27861.015625	Yes
individualCycleSearch	176	5	0.0284090909090909	Yes
getWorksItems	38	52	1.36842105263158	Yes
getWorks	10	42,824	4282.4	No
cycleSearch	9	39,022	4335.77777777778	Yes
Total	418	5,424,670

3.2.16.4 Found structures

3.2.16.4.1 Cycles

Number of cycles found: 2

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-06-02-34-XiXore--DV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundCycle"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.16.4.2 Paths

Number of paths found: 1

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-06-02-34-XiXore--DV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundPath"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.17 SIM08-06-03-59-3M733K–CV

3.2.17.1 simulationParameters

agentNumber	similarityConnectThreshold	chainLength	similaritySearchThreshold	maxDistance	randomWorksNumberMultiplier
500	0.5	10	1	10	2

3.2.17.2 Degree distribution of agent->knows->agent edges

3.2.17.3 Runing time by method

	key	doc_count	sum_wallTime_ms.value	avg_wallTime_ms.value	includedInTotal
1	connectIfSimilar	450,537	10,806,033	23.984784823444	No
2	existsSimilarity	450,537	10,458,895	23.2142865069905	No
3	similarityEdges	450,537	10,143,532	22.5143151394891	No
4	connect	142,456	329,527	2.31318442185657	Yes
5	init	503	23,851	47.4174950298211	No
6	connectAllSimilar	237	10,812,529	45622.4852320675	Yes
10	connectAllSimilarCentralized	1	10,812,544	10812544	Yes
11	Total	142,701	21,968,874

3.2.17.4 Found structures

3.2.17.4.1 Cycles

Number of cycles found: 0

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-06-03-59-3M733K--CV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundCycle"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.17.4.2 Paths

Number of paths found: 0

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-06-03-59-3M733K--CV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundPath"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.18 SIM08-06-03-59-3M733K–DV

3.2.18.1 simulationParameters

agentNumber	similarityConnectThreshold	chainLength	similaritySearchThreshold	maxDistance	randomWorksNumberMultiplier
500	0.5	10	1	10	2

3.2.18.2 Degree distribution of agent->knows->agent edges

3.2.18.3 Runing time by method

	key	doc_count	sum_wallTime_ms.value	avg_wallTime_ms.value	includedInTotal
2	cycleSearch	10,798	373,705	34.6087238377477	Yes
3	getWorks	10,798	170,507	15.7906093721059	No
4	individualCycleSearch	10,798	339	0.0313947027227264	Yes
6	addItemToWork	2,020	14,630	7.24257425742574	No
7	ownsWork	1,010	7,241	7.16930693069307	No
8	init	503	21,071	41.8906560636183	No
9	searchAndConnect	501	31,434,057	62742.628742515	Yes
10	knowsAgent	500	909	1.818	No
1	Total	43,693	32,135,328

3.2.18.4 Found structures

3.2.18.4.1 Cycles

Number of cycles found: 0

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-06-03-59-3M733K--DV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundCycle"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.18.4.2 Paths

Number of paths found: 10798

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-06-03-59-3M733K--DV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundPath"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.19 SIM08-06-10-00-gUuNrz–CV

3.2.19.1 simulationParameters

agentNumber	similarityConnectThreshold	chainLength	similaritySearchThreshold	maxDistance	randomWorksNumberMultiplier
500	0.5	10	1	30	2

3.2.19.2 Degree distribution of agent->knows->agent edges

3.2.19.3 Runing time by method

key	doc_count	sum_wallTime_ms.value	avg_wallTime_ms.value	includedInTotal
connectIfSimilar	369,312	10,856,688	29.3970626462178	No
existsSimilarity	369,312	10,845,174	29.3658857551339	No
similarityEdges	369,312	10,491,405	28.4079721211334	No
cycleSearch	2,258	169,797	75.1979627989371	Yes
getWorks	2,257	13,950	6.1807709348693	Yes
connect	665	1,616	2.43007518796992	Yes
init	503	593,065	1179.05566600398	No
connectAllSimilar	192	10,860,905	56567.2135416667	Yes
searchAndConnect	11	2,913,499	264863.545454545	Yes
Total	5,388	13,993,921

3.2.19.4 Found structures

3.2.19.4.1 Cycles

Number of cycles found: 0

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-06-10-00-gUuNrz--CV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundCycle"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.19.4.2 Paths

Number of paths found: 0

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-06-10-00-gUuNrz--CV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundPath"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.20 SIM08-06-10-00-gUuNrz–DV

3.2.20.1 simulationParameters

agentNumber	similarityConnectThreshold	chainLength	similaritySearchThreshold	maxDistance	randomWorksNumberMultiplier
500	0.5	10	1	30	2

3.2.20.2 Degree distribution of agent->knows->agent edges

3.2.20.3 Runing time by method

key	doc_count	sum_wallTime_ms.value	avg_wallTime_ms.value	includedInTotal
individualCycleSearch	2,261	50	0.0221141088014153	Yes
addItemToWork	2,020	16,871	8.3519801980198	No
ownsWork	1,010	8,080	8	No
init	503	567,507	1128.24453280318	No
knowsAgent	500	916	1.832	No
searchAndConnect	490	93,339,219	190488.202040816	Yes
getWorksItems	18	48	2.66666666666667	Yes
getWorks	4	416,448	104112	No
cycleSearch	3	568,681	189560.333333333	Yes
Total	2,774	94,095,793

3.2.20.4 Found structures

3.2.20.4.1 Cycles

Number of cycles found: 1

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-06-10-00-gUuNrz--DV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundCycle"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.20.4.2 Paths

Number of paths found: 0

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-06-10-00-gUuNrz--DV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundPath"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.21 SIM08-06-01-49-ubMTmD–CV

3.2.21.1 simulationParameters

agentNumber	similarityConnectThreshold	chainLength	similaritySearchThreshold	maxDistance	randomWorksNumberMultiplier
500	0.5	20	1	10	2

3.2.21.2 Degree distribution of agent->knows->agent edges

3.2.21.3 Runing time by method

	key	doc_count	sum_wallTime_ms.value	avg_wallTime_ms.value	includedInTotal
1	connectIfSimilar	431,760	10,806,217	25.0282958124884	No
2	existsSimilarity	431,760	10,459,798	24.2259542338336	No
3	similarityEdges	431,760	10,135,471	23.4747799703539	No
4	connect	141,061	329,488	2.33578380984113	Yes
5	init	503	24,883	49.4691848906561	No
6	connectAllSimilar	224	10,812,483	48270.0133928571	Yes
10	connectAllSimilarCentralized	1	10,812,498	10812498	Yes
11	Total	141,293	21,968,827

3.2.21.4 Found structures

3.2.21.4.1 Cycles

Number of cycles found: 0

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-06-01-49-ubMTmD--CV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundCycle"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.21.4.2 Paths

Number of paths found: 0

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-06-01-49-ubMTmD--CV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundPath"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.22 SIM08-06-01-49-ubMTmD–DV

3.2.22.1 simulationParameters

agentNumber	similarityConnectThreshold	chainLength	similaritySearchThreshold	maxDistance	randomWorksNumberMultiplier
500	0.5	20	1	10	2

3.2.22.2 Degree distribution of agent->knows->agent edges

3.2.22.3 Runing time by method

	key	doc_count	sum_wallTime_ms.value	avg_wallTime_ms.value	includedInTotal
2	cycleSearch	10,798	455,574	42.1905908501574	Yes
3	getWorks	10,798	147,354	13.6464160029635	No
4	individualCycleSearch	10,798	360	0.0333395073161697	Yes
6	addItemToWork	2,040	16,307	7.99362745098039	No
7	ownsWork	1,020	8,279	8.11666666666667	No
8	init	503	22,408	44.5487077534791	No
9	searchAndConnect	501	33,408,384	66683.4011976048	Yes
10	knowsAgent	500	884	1.768	No
1	Total	43,693	34,256,982

3.2.22.4 Found structures

3.2.22.4.1 Cycles

Number of cycles found: 0

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-06-01-49-ubMTmD--DV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundCycle"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.22.4.2 Paths

Number of paths found: 10798

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-06-01-49-ubMTmD--DV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundPath"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.23 SIM08-06-07-50-iBjLoU–CV

3.2.23.1 simulationParameters

agentNumber	similarityConnectThreshold	chainLength	similaritySearchThreshold	maxDistance	randomWorksNumberMultiplier
500	0.5	20	1	30	2

3.2.23.2 Degree distribution of agent->knows->agent edges

3.2.23.3 Runing time by method

key	doc_count	sum_wallTime_ms.value	avg_wallTime_ms.value	includedInTotal
connectIfSimilar	360,195	10,814,266	30.0233651216702	No
existsSimilarity	360,195	10,803,158	29.9925262704924	No
similarityEdges	360,195	10,449,765	29.0114104859868	No
cycleSearch	2,926	392,479	134.134996582365	Yes
getWorks	2,925	10,964	3.74837606837607	Yes
connect	728	1,743	2.39423076923077	Yes
init	502	45,623	90.8824701195219	No
connectAllSimilar	185	10,818,283	58477.2054054054	Yes
searchAndConnect	10	3,122,605	312260.5	Yes
Total	6,779	14,385,182

3.2.23.4 Found structures

3.2.23.4.1 Cycles

Number of cycles found: 0

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-06-07-50-iBjLoU--CV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundCycle"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.23.4.2 Paths

Number of paths found: 0

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-06-07-50-iBjLoU--CV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundPath"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.24 SIM08-06-07-50-iBjLoU–DV

3.2.24.1 simulationParameters

agentNumber	similarityConnectThreshold	chainLength	similaritySearchThreshold	maxDistance	randomWorksNumberMultiplier
500	0.5	20	1	30	2

3.2.24.2 Degree distribution of agent->knows->agent edges

3.2.24.3 Runing time by method

key	doc_count	sum_wallTime_ms.value	avg_wallTime_ms.value	includedInTotal
individualCycleSearch	2,934	68	0.0231765507839127	Yes
addItemToWork	2,040	13,530	6.63235294117647	No
ownsWork	1,020	6,486	6.35882352941176	No
init	503	24,302	48.3141153081511	No
knowsAgent	500	948	1.896	No
searchAndConnect	491	96,548,944	196637.360488798	Yes
getWorksItems	38	63	1.65789473684211	Yes
getWorks	9	371,184	41242.6666666667	No
cycleSearch	8	597,356	74669.5	Yes
Total	3,475	97,623,987

3.2.24.4 Found structures

3.2.24.4.1 Cycles

Number of cycles found: 1

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-06-07-50-iBjLoU--DV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundCycle"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.2.24.4.2 Paths

Number of paths found: 3

 GET /filebeat-*/_search 
          { 
            "query": {
              "bool": {
                "must": [
                  { "match_phrase": {
                    "simulationId": "SIM08-06-07-50-iBjLoU--DV"
                    }
                  },
                  { "bool": {
                    "should": [
                      { "match": {
                        "keyword": "foundPath"
                      }}
                    ]
                  }}
                ]
              }
            }
          }
 

3.3 Scatterplots of experiment