eiffel-persistence-technology-evaluation
Repository for evaluation of database technologies for the purposes of storing and retrieving Eiffel events.
- MongoDB - DBMS that supports document model
- Neo4j - DBMS that supports graph model
- Imp1 - Each event is one node. Information from JSON object is adapted so that each key-value pair is a node property
- Imp2 - Each level of the JSON object is stored separately as a node. One event is divided into multiple nodes
- ArangoDB - DBMS that supports key, document and graph models
- Imp1 - Pure document implementation, same as MongoDB
- Imp2 - Multi-model implementation, combination of document and graph models
- Each test case is executed 10 times to get the average execution time.
- Execution time is measured in microseconds.
- Tests are performed on different amounts of events: 10 000, 100 000, 1000 000
-
store()
-
getEvent()
-
getEvents() :
3_0 : param : meta.time !=; skip = 0; limit = 5000
3_1 : param : meta.type = ; limit 1000; skip = 0
3_2 : param : meta.type =; meta.version = ; limit 1000; skip = 0
3_3 : param : meta.type =; meta.version = ; data.name=; limit 1000; skip = 0
3_4 : param : meta.type = "EiffelConfidenceLevelModifiedEvent"; meta.version = ; data.version =; data.name =; limit 1000; skip = 0
3_5 : param : meta.type = "EiffelConfidenceLevelModifiedEvent"; meta.version = ; meta.time =; data.name =; data.version =; limit = 1000; skip = 0
3_6 : param : meta.time != ; limit 10; skip = 0
3_7 : param : meta.time != ; limit 100; skip = 0
3_8 : param : meta.time != ; limit 1000; skip = 0
3_9 : param : meta.time != ; limit 10000; skip = 0
3_10 : param : meta.time != ; limit 100000; skip = 0
3_11 : param : meta.time != ; limit 10000; skip = 1
3_12 : param : meta.time != ; limit 10000;; skip = 5
3_13 : param : meta.time != ; limit 10000; skip = 10
3_14 : param : meta.time != ; limit 10000; skip = 20
3_15 : param : meta.time != ; limit 10000; skip = 50
3_16 : param : meta.time = ; limit 1000; skip = 0
3_17 : param : meta.time > ; limit 1000; skip = 0
3_18 : param : meta.time < ; limit 1000; skip = 0
3_19 : param : meta.time >= ; limit 1000; skip = 0
3_20 : param : meta.time <= ; limit 1000; skip = 0
3_21 : param : meta.time != ; limit 1000; skip = 0
3_22 : param : meta.time > ; meta.time <; limit 1000; skip = 0
- getArtifactsByGroup() :
4_0 : param : gav.groupid = ; skip = 0; limit = 1
4_1 : param : gav.groupid = ; limit 1000; skip = 0
4_2 : param : gav.groupid = ; meta.type = ; limit 1000; skip = 0
4_3 : param : gav.groupid = ; meta.type =; meta.version = ; limit 1000; skip = 0
4_4 : param : gav.groupid = ; meta.type =; meta.version = ; meta.time =; limit 1000; skip = 0
4_5 : param : gav.groupid = ; limit 10; skip = 0
4_6 : param : gav.groupid = ; limit 100; skip = 0
4_7 : param : gav.groupid = ; limit 1000; skip = 0
4_8 : param : gav.groupid = ; limit 10000; skip = 0
4_9 : param : gav.groupid = ; limit 100000; skip = 0
4_10 : param : gav.groupid = ; limit 100000; skip = 1
4_11 : param : gav.groupid = ; limit 100000;; skip = 5
4_12 : param : gav.groupid = ; limit 100000; skip = 10
4_13 : param : gav.groupid = ; limit 100000; skip = 20
4_14 : param : gav.groupid = ; limit 100000; skip = 50
- getArtifactsByGroupAndArtifactId() :
5_0 : param : gav.groupid = ; gav.artifactId() = ; skip = 0; limit = 5000
5_1 : param : gav.groupid = ; gav.artifactId() = ; limit 1000; skip = 0
5_2 : param : gav.groupid = ; gav.artifactId() = ; meta.type = ; limit 1000; skip = 0
5_3 : param : gav.groupid = ; gav.artifactId() = ; meta.type =; meta.version = ; limit 1000; skip = 0
5_4 : param : gav.groupid = ; gav.artifactId() = ; meta.type =; meta.version = ; meta.time =; limit 1000; skip = 0
5_5 : param : gav.groupid = ; gav.artifactId() = ; limit 10; skip = 0
5_6 : param : gav.groupid = ; gav.artifactId() = ; limit 100; skip = 0
5_7 : param : gav.groupid = ; gav.artifactId() = ; limit 1000; skip = 0
5_8 : param : gav.groupid = ; gav.artifactId() = ; limit 10000; skip = 0
5_9 : param : gav.groupid = ; gav.artifactId() = ; limit 100000; skip = 0
5_10 : param : gav.groupid = ; gav.artifactId() = ; limit 100000; skip = 1
5_11 : param : gav.groupid = ; gav.artifactId() = ; limit 100000;; skip = 5
5_12 : param : gav.groupid = ; gav.artifactId() = ; limit 100000; skip = 10
5_13 : param : gav.groupid = ; gav.artifactId() = ; limit 100000; skip = 20
5_14 : param : gav.groupid = ; gav.artifactId() = ; limit 100000; skip = 50
- getArtifactByGAV() :
6_1 : param : gav.groupid = ; gav.artifactId() = ; gav.version = ;
6_2 : param : gav.groupid = ; gav.artifactId() = ; gav.version = ;
6_3 : param : gav.groupid = ; gav.artifactId() = ; gav.version = ;
6_4 : param : gav.groupid = ; gav.artifactId() = ; gav.version = ;
6_5 : param : gav.groupid = ; gav.artifactId() = ; gav.version = ;
6_6 : param : gav.groupid = ; gav.artifactId() = ; gav.version = ;
6_7 : param : gav.groupid = ; gav.artifactId() = ; gav.version = ;
6_8 : param : gav.groupid = ; gav.artifactId() = ; gav.version = ;
- getUpstreamEvents() :
7_0 : param : meta.id =; linkTypes : "ALL" ; levels = 50; limit = 5000
7_1 : param : meta.id =; linkTypes : CAUSE ; limit = 1000; levels = 10;
7_2 : param : meta.id =; linkTypes : CAUSE, ELEMENT ; limit = 1000; levels = 10;
7_3 : param : meta.id =; linkTypes : CAUSE, ELEMENT, CONTEXT ; limit = 1000; levels = 10;
7_4 : param : meta.id =; linkTypes : CAUSE, ELEMENT, CONTEXT, COMPOSITION; limit = 1000; levels = 10;
7_5 : param : meta.id =; linkTypes : CAUSE, ELEMENT, CONTEXT, COMPOSITION, BASE; limit = 1000; levels = 10;
7_6 : param : meta.id =; linkTypes : "ALL" ; limit = 1000; levels = 1;
7_7 : param : meta.id =; linkTypes : "ALL" ; limit = 1000; levels = 5;
7_8 : param : meta.id =; linkTypes : "ALL" ; limit = 1000; levels = 10;
7_9 : param : meta.id =; linkTypes : "ALL" ; limit = 1000; levels = 25;
7_10 : param : meta.id =; linkTypes : "ALL" ; limit = 10; levels = 10;
7_11 : param : meta.id =; linkTypes : "ALL" ; limit = 20; levels = 10;
7_12 : param : meta.id =; linkTypes : "ALL" ; limit = 40; levels = 10;
7_13 : param : meta.id =; linkTypes : "ALL" ; limit = 80; levels = 10;
7_14 : param : meta.id =; linkTypes : "ALL" ; limit = 160; levels = 10;
- getDownstreamEvents() :
8_0 : param : meta.id =; linkTypes : "ALL" ; levels = 50; limit = 5000
8_1 : param : meta.id =; linkTypes : CAUSE ; limit = 1000; levels = 10;
8_2 : param : meta.id =; linkTypes : CAUSE, ELEMENT ; limit = 1000; levels = 10;
8_3 : param : meta.id =; linkTypes : CAUSE, ELEMENT, CONTEXT ; limit = 1000; levels = 10;
8_4 : param : meta.id =; linkTypes : CAUSE, ELEMENT, CONTEXT, COMPOSITION; limit = 1000; levels = 10;
8_5 : param : meta.id =; linkTypes : CAUSE, ELEMENT, CONTEXT, COMPOSITION, BASE; limit = 1000; levels = 10;
8_6 : param : meta.id =; linkTypes : "ALL" ; limit = 1000; levels = 1;
8_7 : param : meta.id =; linkTypes : "ALL" ; limit = 1000; levels = 5;
8_8 : param : meta.id =; linkTypes : "ALL" ; limit = 1000; levels = 10;
8_9 : param : meta.id =; linkTypes : "ALL" ; limit = 1000; levels = 25;
8_10 : param : meta.id =; linkTypes : "ALL" ; limit = 10; levels = 10;
8_11 : param : meta.id =; linkTypes : "ALL" ; limit = 20; levels = 10;
8_12 : param : meta.id =; linkTypes : "ALL" ; limit = 40; levels = 10;
8_13 : param : meta.id =; linkTypes : "ALL" ; limit = 80; levels = 10;
8_14 : param : meta.id =; linkTypes : "ALL" ; limit = 160; levels = 10;
- Combinations :
- getEvent() + getUpstreamEvents() :
9_1_1 : param : meta.id =; linkTypes : CAUSE ; limit = 1000; levels = 10;
9_1_2 : param : meta.id =; linkTypes : CAUSE, ELEMENT ; limit = 1000; levels = 10;
9_1_3 : param : meta.id =; linkTypes : CAUSE, ELEMENT, CONTEXT ; limit = 1000; levels = 10;
9_1_4 : param : meta.id =; linkTypes : CAUSE, ELEMENT, CONTEXT, COMPOSITION; limit = 1000; levels = 10;
9_1_5 : param : meta.id =; linkTypes : CAUSE, ELEMENT, CONTEXT, COMPOSITION, BASE; limit = 1000; levels = 10;
9_1_6 : param : meta.id =; linkTypes : "ALL" ; limit = 1000; levels = 1;
9_1_7 : param : meta.id =; linkTypes : "ALL" ; limit = 1000; levels = 5;
9_1_8 : param : meta.id =; linkTypes : "ALL" ; limit = 1000; levels = 10;
9_1_9 : param : meta.id =; linkTypes : "ALL" ; limit = 1000; levels = 25;
9_1_10 : param : meta.id =; linkTypes : "ALL" ; limit = 1000; levels = 50;
9_1_11 : param : meta.id =; linkTypes : "ALL" ; limit = 10; levels = 10;
9_1_12 : param : meta.id =; linkTypes : "ALL" ; limit = 20; levels = 10;
9_1_13 : param : meta.id =; linkTypes : "ALL" ; limit = 40; levels = 10;
9_1_14 : param : meta.id =; linkTypes : "ALL" ; limit = 80; levels = 10;
9_1_15 : param : meta.id =; linkTypes : "ALL" ; limit = 160; levels = 10;
- getEvent() + getDownstreamEvents() :
9_2_1 : param : meta.id =; linkTypes : CAUSE ; limit = 1000; levels = 10;
9_2_2 : param : meta.id =; linkTypes : CAUSE, ELEMENT ; limit = 1000; levels = 10;
9_2_3 : param : meta.id =; linkTypes : CAUSE, ELEMENT, CONTEXT ; limit = 1000; levels = 10;
9_2_4 : param : meta.id =; linkTypes : CAUSE, ELEMENT, CONTEXT, COMPOSITION; limit = 1000; levels = 10;
9_2_5 : param : meta.id =; linkTypes : CAUSE, ELEMENT, CONTEXT, COMPOSITION, BASE; limit = 1000; levels = 10;
9_2_6 : param : meta.id =; linkTypes : "ALL" ; limit = 1000; levels = 1;
9_2_7 : param : meta.id =; linkTypes : "ALL" ; limit = 1000; levels = 5;
9_2_8 : param : meta.id =; linkTypes : "ALL" ; limit = 1000; levels = 10;
9_2_9 : param : meta.id =; linkTypes : "ALL" ; limit = 1000; levels = 25;
9_2_10 : param : meta.id =; linkTypes : "ALL" ; limit = 1000; levels = 50;
9_2_11 : param : meta.id =; linkTypes : "ALL" ; limit = 10; levels = 10;
9_2_12 : param : meta.id =; linkTypes : "ALL" ; limit = 20; levels = 10;
9_2_13 : param : meta.id =; linkTypes : "ALL" ; limit = 40; levels = 10;
9_2_14 : param : meta.id =; linkTypes : "ALL" ; limit = 80; levels = 10;
9_2_15 : param : meta.id =; linkTypes : "ALL" ; limit = 160; levels = 10;
- getArtifactsByGroup() + getUpstreamEvents() :
9_3_1 : param : gav.groupid = ; linkTypes : CAUSE ; limit = 1000; levels = 10;
9_3_2 : param : gav.groupid = ; linkTypes : CAUSE, ELEMENT ; limit = 1000; levels = 10;
9_3_3 : param : gav.groupid = ; linkTypes : CAUSE, ELEMENT, CONTEXT ; limit = 1000; levels = 10;
9_3_4 : param : gav.groupid = ; linkTypes : CAUSE, ELEMENT, CONTEXT, COMPOSITION; limit = 1000; levels = 10;
9_3_5 : param : gav.groupid = ; linkTypes : CAUSE, ELEMENT, CONTEXT, COMPOSITION, BASE; limit = 1000; levels = 10;
- getArtifactsByGroup() + getDownstreamEvents() :
9_4_1 : param : gav.groupid = ; linkTypes : CAUSE ; limit = 1000; levels = 10;
9_4_2 : param : gav.groupid = ; linkTypes : CAUSE, ELEMENT ; limit = 1000; levels = 10;
9_4_3 : param : gav.groupid = ; linkTypes : CAUSE, ELEMENT, CONTEXT ; limit = 1000; levels = 10;
9_4_4 : param : gav.groupid = ; linkTypes : CAUSE, ELEMENT, CONTEXT, COMPOSITION; limit = 1000; levels = 10;
9_4_5 : param : gav.groupid = ; linkTypes : CAUSE, ELEMENT, CONTEXT, COMPOSITION, BASE; limit = 1000; levels = 10;
- getArtifactByGAV() + getUpstreamEvents() :
9_5_1 : param : gav.groupid = ; gav.artifactId() = ; gav.version = ; linkTypes : CAUSE ; limit = 1000; levels = 10;
9_5_2 : param : gav.groupid = ; gav.artifactId() = ; gav.version = ; linkTypes : CAUSE, ELEMENT ; limit = 1000; levels = 10;
9_5_3 : param : gav.groupid = ; gav.artifactId() = ; gav.version = ; linkTypes : CAUSE, ELEMENT, CONTEXT ; limit = 1000; levels = 10;
9_5_4 : param : gav.groupid = ; gav.artifactId() = ; gav.version = ; linkTypes : CAUSE, ELEMENT, CONTEXT, COMPOSITION; limit = 1000; levels = 10;
9_5_5 : param : gav.groupid = ; gav.artifactId() = ; gav.version = ; linkTypes : CAUSE, ELEMENT, CONTEXT, COMPOSITION, BASE; limit = 1000; levels = 10;
- getArtifactByGAV() + getDownstreamEvents() :
9_6_1 : param : gav.groupid = ; gav.artifactId() = ; gav.version = ; linkTypes : CAUSE ; limit = 1000; levels = 10;
9_6_2 : param : gav.groupid = ; gav.artifactId() = ; gav.version = ; linkTypes : CAUSE, ELEMENT ; limit = 1000; levels = 10;
9_6_3 : param : gav.groupid = ; gav.artifactId() = ; gav.version = ; linkTypes : CAUSE, ELEMENT, CONTEXT ; limit = 1000; levels = 10;
9_6_4 : param : gav.groupid = ; gav.artifactId() = ; gav.version = ; linkTypes : CAUSE, ELEMENT, CONTEXT, COMPOSITION; limit = 1000; levels = 10;
9_6_5 : param : gav.groupid = ; gav.artifactId() = ; gav.version = ; linkTypes : CAUSE, ELEMENT, CONTEXT, COMPOSITION, BASE; limit = 1000; levels = 10;
- Different amount of threads :
10_1 : 3_16
10_2 : 3_16, 3_17
10_3 : 3_16, 3_17, 3_18
10_4 : 3_16, 3_17, 3_18, 3_19
10_5 : 3_16, 3_17, 3_18, 3_19, 3_20
10_6 : 3_16, 3_17, 3_18, 3_19, 3_20,3_21
10_7 : 3_16, 3_17, 3_18, 3_19, 3_20,3_21, 3_22
10_8 : 7_1
10_9 : 7_1, 7_2
10_10 : 7_1, 7_2, 7_3
10_11 : 7_1, 7_2, 7_3, 7_4
10_12 : 7_1, 7_2, 7_3, 7_4, 7_5
10_13 : 7_1, 7_2, 7_3, 7_4, 7_5, 8_1
10_14 : 7_1, 7_2, 7_3, 7_4, 7_5, 8_1, 8_2
10_15 : 7_1, 7_2, 7_3, 7_4, 7_5, 8_1, 8_2, 8_3
10_16 : 7_1, 7_2, 7_3, 7_4, 7_5, 8_1, 8_2, 8_3, 8_4
10_17 : 7_1, 7_2, 7_3, 7_4, 7_5, 8_1, 8_2, 8_3, 8_4, 8_5
Some of the more important results.
- All results are in microseconds
- All tests are done without using indexing
- Graphs use logarithmic scale base 10
- store()
| DBMS |
10 000 |
100 000 |
1000 000 |
| MongoDB |
5.23E+06 |
4.69E+07 |
4.27E+08 |
| Neo4j Imp1 |
4.72E+08 |
3.17E+10 |
* |
| Neo4j Imp2 |
9.97E+09 |
- |
- |
| ArangoDB Imp1 |
4.05E+06 |
3.82E+07 |
3.49E+08 |
| ArangoDB Imp2 |
3.93E+07 |
3.89E+08 |
4.09E+09 |
- Storing of 367 994 events took 88 hours 20 minutes 54 seconds
- getEvent()
| DBMS |
10 000 |
100 000 |
1000 000 |
| MongoDB |
4170 |
4680.9 |
6247.1 |
| Neo4j Imp1 |
56830.7 |
309152.8 |
- |
| Neo4j Imp2 |
313173.7 |
- |
- |
| ArangoDB Imp1 |
13408.1 |
84845.2 |
818298 |
| ArangoDB Imp2 |
13483.1 |
81983.8 |
811778.5 |
- getEvents() : 3_0
| DBMS |
10 000 |
100 000 |
1000 000 |
| MongoDB |
1.13E+05 |
6.76E+05 |
4.17E+06 |
| Neo4j Imp1 |
2.00E+07 |
1.39E+08 |
- |
| Neo4j Imp2 |
2.37E+09 |
- |
- |
| ArangoDB Imp1 |
8.49E+04 |
5.96e+05 |
6.28E+06 |
| ArangoDB Imp2 |
8.38E+04 |
5.64E+05 |
6.35E+06 |
| DBMS |
10 000 |
100 000 |
1000 000 |
| MongoDB |
113.3 |
676.0 |
4174.6 |
| Neo4j Imp1 |
19992.4 |
138617.5 |
- |
| Neo4j Imp2 |
2.37E+06 |
- |
- |
| ArangoDB Imp1 |
84.9 |
596.0 |
6278.7 |
| ArangoDB Imp2 |
83.8 |
564.5 |
6352.2 |
- getEvents() : 3_10
| DBMS |
10 000 |
100 000 |
1000 000 |
| MongoDB |
3.27E+05 |
* |
* |
| Neo4j Imp1 |
2.08E+08 |
1.33E+10 |
- |
| Neo4j Imp2 |
2.37E+09 |
- |
- |
| ArangoDB Imp1 |
3.07E+05 |
4.17E+06 |
1.06E+07 |
| ArangoDB Imp2 |
3.25E+05 |
4.68E+06 |
1.09E+07 |
| DBMS |
10 000 |
100 000 |
1000 000 |
| MongoDB |
32.7 |
* |
* |
| Neo4j Imp1 |
20849.1 |
133290.5 |
- |
| Neo4j Imp2 |
237184.7 |
- |
- |
| ArangoDB Imp1 |
30.7 |
41.7 |
105.6 |
| ArangoDB Imp2 |
32.5 |
46.8 |
109.1 |
- MongoDB could not perform this test for 100 000 and 1000 000 events, because its built-in sort function has a max size limitation.
- getUpstreamEvents() : 7_0
| DBMS |
10 000 |
100 000 |
1000 000 |
| MongoDB |
4.73E+08 |
4.30E+09 |
4.17E+10 |
| Neo4j Imp1 |
7.47E+06 |
1.44E+07 |
- |
| Neo4j Imp2 |
- |
- |
- |
| ArangoDB Imp1 |
1.21E+09 |
1.19E+10 |
- |
| ArangoDB Imp2 |
1.37E+07 |
1.48E+07 |
1.65E+07 |
| DBMS |
10 000 |
100 000 |
1000 000 |
| MongoDB |
7.88E+06 |
7.16E+07 |
6.95E+08 |
| Neo4j Imp1 |
1.25E+05 |
2.40E+05 |
- |
| Neo4j Imp2 |
- |
- |
- |
| ArangoDB Imp1 |
2.01E+07 |
1.99E+08 |
- |
| ArangoDB Imp2 |
2.28E+05 |
2.46E+05 |
2.76E+05 |
- getDownstreamEvents() : 8_0
| DBMS |
10 000 |
100 000 |
1000 000 |
| MongoDB |
4.15E+09 |
- |
- |
| Neo4j Imp1 |
2.18E+07 |
1.34E+08 |
- |
| Neo4j Imp2 |
- |
- |
- |
| ArangoDB Imp1 |
1.70E+09 |
1.88E+10 |
- |
| ArangoDB Imp2 |
8.31E+06 |
9.93E+06 |
1.26E+07 |
| DBMS |
10 000 |
100 000 |
1000 000 |
| MongoDB |
4.75E+06 |
- |
- |
| Neo4j Imp1 |
2.49E+04 |
1.38E+05 |
- |
| Neo4j Imp2 |
- |
- |
- |
| ArangoDB Imp1 |
1.95E+06 |
1.94E+07 |
- |
| ArangoDB Imp2 |
9.51E+03 |
1.02E+04 |
1.30E+04 |
- getDownstreamEvents() : 8_9
| DBMS |
10 000 |
100 000 |
1000 000 |
| MongoDB |
8.45E+08 |
8.30E+09 |
8.24E+10 |
| Neo4j Imp1 |
1.03E+07 |
5.64E+07 |
- |
| Neo4j Imp2 |
- |
- |
- |
| ArangoDB Imp1 |
2.96E+08 |
3.18E+09 |
- |
| ArangoDB Imp2 |
1.68E+06 |
1.92E+06 |
4.66E+06 |
| DBMS |
10 000 |
100 000 |
1000 000 |
| MongoDB |
2.02E+06 |
1.98E+07 |
1.97E+08 |
| Neo4j Imp1 |
2.46E+04 |
1.35E+05 |
- |
| Neo4j Imp2 |
- |
- |
- |
| ArangoDB Imp1 |
7.06E+05 |
7.59E+06 |
- |
| ArangoDB Imp2 |
4.00E+03 |
4.59E+03 |
1.11E+04 |
- Combinations : getArtifactsByGroup() + getUpstreamEvents() : 9_3_5
| DBMS |
10 000 |
100 000 |
1000 000 |
| MongoDB |
8.31E+07 |
9.24E+08 |
9.45E+09 |
| Neo4j Imp1 |
1.78E+08 |
1.43E+09 |
- |
| Neo4j Imp2 |
- |
- |
- |
| ArangoDB Imp1 |
2.17E+08 |
2.49E+09 |
2.48E+10 |
| ArangoDB Imp2 |
2.99E+08 |
6.35E+08 |
3.46E+09 |
| DBMS |
10 000 |
100 000 |
1000 000 |
| MongoDB |
1.31E+04 |
1.20E+05 |
1.27E+06 |
| Neo4j Imp1 |
2.79E+04 |
1.85E+05 |
- |
| Neo4j Imp2 |
- |
- |
- |
| ArangoDB Imp1 |
3.40E+04 |
3.22E+05 |
3.34E+06 |
| ArangoDB Imp2 |
4.70E+04 |
8.23E+04 |
4.66E+05 |
- Different amount of threads : One thread : 3_22
| DBMS |
10 000 |
100 000 |
1000 000 |
| MongoDB |
5.91E+04 |
1.81E+05 |
1.34E+06 |
| Neo4j Imp1 |
2.05E+07 |
1.32E+08 |
- |
| Neo4j Imp2 |
- |
- |
- |
| ArangoDB Imp1 |
4.43E+04 |
2.18E+05 |
1.24E+06 |
| ArangoDB Imp2 |
4.68E+04 |
1.77E+05 |
1.25E+06 |
| DBMS |
10 000 |
100 000 |
1000 000 |
| MongoDB |
59.1 |
181.0 |
1336.8 |
| Neo4j Imp1 |
20515.4 |
131527.0 |
- |
| Neo4j Imp2 |
- |
- |
- |
| ArangoDB Imp1 |
44.3 |
217.8 |
1239.7 |
| ArangoDB Imp2 |
46.8 |
176.9 |
1249.1 |
- Different amount of threads : Seven threads : 10_7 : 3_22
| DBMS |
10 000 |
100 000 |
1000 000 |
| MongoDB |
1.67E+05 |
5.48E+05 |
3.53E+06 |
| Neo4j Imp1 |
5.05E+07 |
3.61E+08 |
- |
| Neo4j Imp2 |
- |
- |
- |
| ArangoDB Imp1 |
1.04E+05 |
5.06E+05 |
3.30E+06 |
| ArangoDB Imp2 |
1.34E+05 |
4.62E+05 |
4.00E+06 |
| DBMS |
10 000 |
100 000 |
1000 000 |
| MongoDB |
167.1 |
548.2 |
3530.1 |
| Neo4j Imp1 |
50514.7 |
360534.6 |
- |
| Neo4j Imp2 |
- |
- |
- |
| ArangoDB Imp1 |
103.9 |
505.8531 |
3303.3 |
| ArangoDB Imp2 |
133.7 |
461.9 |
4004.1 |
