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domains/it-management-graph/learning-graph.csv
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| 1 |
+
ConceptID,ConceptLabel,Dependencies,TaxonomyID
|
| 2 |
+
1,Configuration Item,,ITIL
|
| 3 |
+
2,Configuration Management,1,ITIL
|
| 4 |
+
3,Configuration Management Database,2,ITIL
|
| 5 |
+
4,CMDB,3,ITIL
|
| 6 |
+
5,Information Technology Infrastructure Library,,ITIL
|
| 7 |
+
6,ITIL,5,ITIL
|
| 8 |
+
7,ITIL Version 1,6,ITIL
|
| 9 |
+
8,Service Support,6,ITIL
|
| 10 |
+
9,Service Delivery,6,ITIL
|
| 11 |
+
10,Change Management,2|8,ITIL
|
| 12 |
+
11,Incident Management,8,OPS
|
| 13 |
+
12,Problem Management,8|11,OPS
|
| 14 |
+
13,Release Management,8|10,ITIL
|
| 15 |
+
14,Configuration Baseline,2,ITIL
|
| 16 |
+
15,Configuration Audit,2|14,ITIL
|
| 17 |
+
16,Military-Spec Configuration,2,ITIL
|
| 18 |
+
17,Asset Management,1,ASSET
|
| 19 |
+
18,IT Asset,17,ASSET
|
| 20 |
+
19,Hardware Asset,18,ASSET
|
| 21 |
+
20,Software Asset,18,ASSET
|
| 22 |
+
21,Relational Database,,RDBMS
|
| 23 |
+
22,RDBMS,21,RDBMS
|
| 24 |
+
23,Structured Query Language,22,RDBMS
|
| 25 |
+
24,SQL,23,RDBMS
|
| 26 |
+
25,Database Schema,22,RDBMS
|
| 27 |
+
26,Table,25,RDBMS
|
| 28 |
+
27,Column,26,RDBMS
|
| 29 |
+
28,Row,26,RDBMS
|
| 30 |
+
29,Primary Key,26,RDBMS
|
| 31 |
+
30,Foreign Key,26|29,RDBMS
|
| 32 |
+
31,Join Operation,26|30,RDBMS
|
| 33 |
+
32,Inner Join,31,RDBMS
|
| 34 |
+
33,Outer Join,31,RDBMS
|
| 35 |
+
34,Transitive Dependency,30,RDBMS
|
| 36 |
+
35,Multi-Hop Query,31|34,RDBMS
|
| 37 |
+
36,Query Performance,23,QPERF
|
| 38 |
+
37,Database Index,26|36,RDBMS
|
| 39 |
+
38,Query Optimization,36|37,QPERF
|
| 40 |
+
39,Schema Rigidity,25,RDBMS
|
| 41 |
+
40,Schema Evolution,25|39,RDBMS
|
| 42 |
+
41,Graph Database,21,GRAPH
|
| 43 |
+
42,Graph Theory,,GRAPH
|
| 44 |
+
43,Node,42,GRAPH
|
| 45 |
+
44,Edge,42|43,GRAPH
|
| 46 |
+
45,Vertex,43,GRAPH
|
| 47 |
+
46,Relationship,44,GRAPH
|
| 48 |
+
47,Property Graph,41|43|44,GRAPH
|
| 49 |
+
48,Node Property,43|47,GRAPH
|
| 50 |
+
49,Edge Property,44|47,GRAPH
|
| 51 |
+
50,Graph Traversal,43|44,GOPS
|
| 52 |
+
51,Depth-First Search,50,GOPS
|
| 53 |
+
52,Breadth-First Search,50,GOPS
|
| 54 |
+
53,Path Finding,50,GOPS
|
| 55 |
+
54,Shortest Path,53,GOPS
|
| 56 |
+
55,Graph Algorithm,50,GOPS
|
| 57 |
+
56,Directed Graph,42|44,GRAPH
|
| 58 |
+
57,Undirected Graph,42|44,GRAPH
|
| 59 |
+
58,Directed Acyclic Graph,56,GRAPH
|
| 60 |
+
59,DAG,58,GRAPH
|
| 61 |
+
60,Cycle Detection,56,GOPS
|
| 62 |
+
61,Native Graph Storage,41,GRAPH
|
| 63 |
+
62,Graph Layer,41|22,GRAPH
|
| 64 |
+
63,Neo4j,41,GRAPH
|
| 65 |
+
64,Cypher Query Language,63,GRAPH
|
| 66 |
+
65,Graph Query,41|50,GOPS
|
| 67 |
+
66,Pattern Matching,65,GOPS
|
| 68 |
+
67,Dependency Tracing,50|46,GOPS
|
| 69 |
+
68,Upstream Dependency,67,GOPS
|
| 70 |
+
69,Downstream Dependency,67,GOPS
|
| 71 |
+
70,Blast Radius,67|69,GOPS
|
| 72 |
+
71,Impact Analysis,67|70,GOPS
|
| 73 |
+
72,Root Cause Analysis,67|68,GOPS
|
| 74 |
+
73,Change Impact Assessment,71|10,GOPS
|
| 75 |
+
74,Dependency Chain,67,GOPS
|
| 76 |
+
75,Dependency Map,74,GOPS
|
| 77 |
+
76,Circular Dependency,60|74,GOPS
|
| 78 |
+
77,Service Dependency,74,BIZS
|
| 79 |
+
78,Application Dependency,74,ASSET
|
| 80 |
+
79,Infrastructure Dependency,74,ASSET
|
| 81 |
+
80,Business Service,,BIZS
|
| 82 |
+
81,Technical Service,80,BIZS
|
| 83 |
+
82,Service Mapping,77|81,BIZS
|
| 84 |
+
83,Business Service Mapping,82|80,BIZS
|
| 85 |
+
84,Application Portfolio,20,ASSET
|
| 86 |
+
85,Digital Estate,18|84,ASSET
|
| 87 |
+
86,IT Portfolio,85,ASSET
|
| 88 |
+
87,Technical Debt,85,TRANS
|
| 89 |
+
88,Legacy System,87,TRANS
|
| 90 |
+
89,System Integration,81,ASSET
|
| 91 |
+
90,Data Quality,,DATA
|
| 92 |
+
91,Data Governance,90,DATA
|
| 93 |
+
92,Data Management,90,DATA
|
| 94 |
+
93,DMBOK,92,DATA
|
| 95 |
+
94,Data Quality Dimension,90,DATA
|
| 96 |
+
95,Accuracy,94,DATA
|
| 97 |
+
96,Completeness,94,DATA
|
| 98 |
+
97,Consistency,94,DATA
|
| 99 |
+
98,Timeliness,94,DATA
|
| 100 |
+
99,Validity,94,DATA
|
| 101 |
+
100,Fitness for Purpose,90,DATA
|
| 102 |
+
101,Data Steward,91,DATA
|
| 103 |
+
102,Data Owner,91,DATA
|
| 104 |
+
103,Data Custodian,91,DATA
|
| 105 |
+
104,Metadata,92,DATA
|
| 106 |
+
105,Data Lineage,92|104,DATA
|
| 107 |
+
106,Data Catalog,104,DATA
|
| 108 |
+
107,Master Data Management,92,DATA
|
| 109 |
+
108,Reference Data,107,DATA
|
| 110 |
+
109,Real-Time Query,23|65,QPERF
|
| 111 |
+
110,Query Latency,36|109,QPERF
|
| 112 |
+
111,Response Time,110,QPERF
|
| 113 |
+
112,Performance Metric,36,QPERF
|
| 114 |
+
113,Scalability,112,QPERF
|
| 115 |
+
114,Horizontal Scaling,113,QPERF
|
| 116 |
+
115,Vertical Scaling,113,QPERF
|
| 117 |
+
116,Graph Complexity,42|55,QPERF
|
| 118 |
+
117,Graph Density,116,QPERF
|
| 119 |
+
118,Node Degree,43,QPERF
|
| 120 |
+
119,In-Degree,118|56,QPERF
|
| 121 |
+
120,Out-Degree,118|56,QPERF
|
| 122 |
+
121,Graph Metric,116,QPERF
|
| 123 |
+
122,Observability,,OBSRV
|
| 124 |
+
123,Monitoring,122,OBSRV
|
| 125 |
+
124,Telemetry,123,OBSRV
|
| 126 |
+
125,OpenTelemetry,124,OBSRV
|
| 127 |
+
126,eBPF,124,OBSRV
|
| 128 |
+
127,Extended Berkeley Packet Filter,126,OBSRV
|
| 129 |
+
128,Automated Discovery,123,OBSRV
|
| 130 |
+
129,Auto-Discovery,128,OBSRV
|
| 131 |
+
130,Network Topology,79,ASSET
|
| 132 |
+
131,Service Topology,77|82,BIZS
|
| 133 |
+
132,Dynamic Topology,130|131,OBSRV
|
| 134 |
+
133,Configuration Drift,2|14,OBSRV
|
| 135 |
+
134,Drift Detection,133,OBSRV
|
| 136 |
+
135,Compliance,,COMP
|
| 137 |
+
136,Regulatory Compliance,135,COMP
|
| 138 |
+
137,HIPAA,136,COMP
|
| 139 |
+
138,Health Insurance Portability,137,COMP
|
| 140 |
+
139,GDPR,136,COMP
|
| 141 |
+
140,General Data Protection Regulation,139,COMP
|
| 142 |
+
141,DORA,136,COMP
|
| 143 |
+
142,Digital Operational Resilience Act,141,COMP
|
| 144 |
+
143,Audit Trail,2|135,COMP
|
| 145 |
+
144,Compliance Reporting,136|143,COMP
|
| 146 |
+
145,Risk Management,135,COMP
|
| 147 |
+
146,Risk Assessment,145,COMP
|
| 148 |
+
147,Vendor Management,,TRANS
|
| 149 |
+
148,ServiceNow,3,TRANS
|
| 150 |
+
149,Dynatrace,123,TRANS
|
| 151 |
+
150,Atlassian,147,TRANS
|
| 152 |
+
151,Vendor Evaluation,147,TRANS
|
| 153 |
+
152,Technology Selection,151,TRANS
|
| 154 |
+
153,Build vs Buy,152,TRANS
|
| 155 |
+
154,Total Cost of Ownership,147,TRANS
|
| 156 |
+
155,TCO,154,TRANS
|
| 157 |
+
156,Return on Investment,154,TRANS
|
| 158 |
+
157,ROI,156,TRANS
|
| 159 |
+
158,Business Case,157,TRANS
|
| 160 |
+
159,Digital Transformation,85|158,TRANS
|
| 161 |
+
160,IT Modernization,159,TRANS
|
| 162 |
+
161,Legacy Migration,88|160,TRANS
|
| 163 |
+
162,Migration Strategy,161,TRANS
|
| 164 |
+
163,Data Migration,162|92,TRANS
|
| 165 |
+
164,System Cutover,162,TRANS
|
| 166 |
+
165,Artificial Intelligence,,AI
|
| 167 |
+
166,Machine Learning,165,AI
|
| 168 |
+
167,AI-Assisted Curation,166|92,AI
|
| 169 |
+
168,Graph RAG,166|41,AI
|
| 170 |
+
169,Retrieval Augmented Generation,168,AI
|
| 171 |
+
170,Knowledge Graph,41|104,AI
|
| 172 |
+
171,Semantic Model,170,AI
|
| 173 |
+
172,Ontology,171,AI
|
| 174 |
+
173,Taxonomy,172,AI
|
| 175 |
+
174,Classification System,173,VALID
|
| 176 |
+
175,Exception Reporting,90|144,VALID
|
| 177 |
+
176,Anomaly Detection,166|90,AI
|
| 178 |
+
177,Data Validation,90,VALID
|
| 179 |
+
178,Validation Rule,177,VALID
|
| 180 |
+
179,Business Rule,178,VALID
|
| 181 |
+
180,Policy Enforcement,179|91,DATA
|
| 182 |
+
181,Access Control,91,COMP
|
| 183 |
+
182,Role-Based Access Control,181,COMP
|
| 184 |
+
183,RBAC,182,COMP
|
| 185 |
+
184,Security Model,181,COMP
|
| 186 |
+
185,Incident Response,11|123,OPS
|
| 187 |
+
186,Mean Time to Detect,185,OPS
|
| 188 |
+
187,MTTD,186,OPS
|
| 189 |
+
188,Mean Time to Resolve,185,OPS
|
| 190 |
+
189,MTTR,188,OPS
|
| 191 |
+
190,Service Level Agreement,80,BIZS
|
| 192 |
+
191,SLA,190,BIZS
|
| 193 |
+
192,Key Performance Indicator,112,OPS
|
| 194 |
+
193,KPI,192,OPS
|
| 195 |
+
194,Operational Excellence,112|91,OPS
|
| 196 |
+
195,Continuous Improvement,194,OPS
|
| 197 |
+
196,Best Practice,194,OPS
|
| 198 |
+
197,Industry Standard,196,OPS
|
| 199 |
+
198,Framework Adoption,6|93,OPS
|
| 200 |
+
199,Process Maturity,198,OPS
|
| 201 |
+
200,Capability Model,199,OPS
|