Trace, Log, Text, Narrative, Data
Trace, Log, Text, Narrative, Data
An Analysis Pattern Reference for Information Mining, Diagnostics, Anomaly Detection, Fifth Edition
About the Book
General trace and log analysis patterns allow the application of uniform diagnostics and anomaly detection across diverse software environments. This pattern language covers any execution artifact from a small debugging trace to a distributed log with billions of messages from hundreds of computers, thousands of software components, threads, and processes. Pattern-oriented trace and log analysis is applicable to troubleshooting and debugging Windows, macOS, Linux, FreeBSD, Android, iOS, z/OS, and any other possible computer platform, including networking and IoT. Its pattern catalog is a part of pattern-oriented software data analysis, diagnostics, anomaly detection, forensics, prognostics, root cause analysis, and debugging developed by Software Diagnostics Institute. Also, the scope of applicability of such analysis patterns is much wider than just software execution artifacts or temporal data and now includes general data, narratives, text, and image analysis (space-like narratology). This reference reprints with corrections almost 230 patterns originally published in Memory Dump Analysis Anthology volumes 3 - 14 and Software Diagnostics Library. It also includes additional 19 analysis patterns from the forthcoming volume 15, bringing the total analysis pattern count to 229. Full-color diagrams accompany almost all pattern descriptions. The fifth edition includes 28 more patterns, updated diagram pictures, classification, and the list of narratological and mathematical influences, and now includes the long-awaited introduction and two new appendixes.
About the Author
Bundles that include this book
About the Contributors
Table of Contents
Table of Contents 3
Preface to the Fifth Edition 18
Preface to the Fourth Edition 19
Preface to the Third Edition 20
Preface to the Second Edition 21
Preface to the First Edition 22
About the Author 23
Introduction 24
A 33
Abnormal Value 33
Activity Disruption 34
Activity Divergence 36
Activity Overlap 37
Activity Packet 39
Activity Quantum 40
Activity Region 41
Activity Theatre 42
Adjoint Message 43
Adjoint Space 45
Adjoint Thread of Activity 48
Anchor Messages 53
B 56
Back Trace 56
Background and Foreground Components 57
Basic Facts 60
Bifurcation Point 61
Blackout 63
Braid Group 65
Braid of Activity 66
Break-in Activity 67
C 68
Calibrating Trace 68
Cartesian Trace 69
Case Messages 70
Causal Chains 71
Causal History 73
Causal Messages 74
Characteristic Message Block 75
Circular Trace 78
CoActivity 80
Collapsed Message 81
Combed Trace 82
Container Trace 83
Cord of Activity 84
Correlated Discontinuity 86
Corrupt Message 87
CoTrace (CoLog, CoData) 88
Counter Value 91
Coupled Activities 92
Critical Point 93
D 94
Data Association 94
Data Flow 95
Data Interval 96
Data Reversal 97
Data Selector 99
De Broglie Trace Duality 100
Declarative Trace 102
Defamiliarizing Effect 103
Defect Group 105
Definition Trace 106
Delay Dynamics 107
Denormalized Message 108
Density Distribution 109
Dialogue 110
Diegetic Messages 113
Discontinuity 115
Dominant Event Sequence 117
Drone Message 118
E 119
Embedded Trace 119
Empty Trace 120
Equivalent Messages 121
Error Distribution 122
Error Message 123
Error Powerset 124
Error Thread 125
Event Sequence Order 126
Event Sequence Phase 127
Exception Stack Trace 129
Explanation Trace 131
F 132
Factor Group 132
False Positive Error 134
Feature of Activity 135
Fiber Bundle 136
Fiber of Activity 138
File Size 139
Flag 140
Focus of Tracing 141
Fourier Activity 142
G 144
Galois Trace 144
Generative Trace 145
Glued Activity 146
Gossip 148
Guest Component 149
H 151
Hedges 151
Hidden Error 153
Hidden Facts 154
I 155
Identification Messages 155
Implementation Discourse 157
Impossible Trace 158
Incomplete History 159
Indexical Trace 160
Indirect Facts 161
Indirect Message 162
Inter-Correlation 167
Interspace 169
Intra-Correlation 170
Intrinsic ID 173
L 174
Last Activity 174
Layered Periodization 175
Linked Messages 178
M 180
Macrofunction 180
Marked Message 181
Master Trace 182
Measurement 183
Message Annotations 185
Message Bond 186
Message Change 187
Message Complex 189
Message Context 191
Message Cover 192
Message Directory 193
Message Essence 195
Message Flow 196
Message Interleave 197
Message Invariant 198
Message Metadata 199
Message Pattern 201
Message Set 202
Message Space 203
Meta Trace 204
Milestones 205
Minimal Trace 206
Missing Component 207
Missing Data 209
Missing Message 210
Moduli Trace 211
Motif 214
Motivic Trace 215
Multidimensional Message 216
N 217
News Value 217
No Activity 219
No Trace Metafile 222
Null Reference 223
O 225
Opposition Messages 225
Original Message 226
Ornament 227
P 229
Palimpsest Messages 229
Periodic Error 231
Periodic Message Block 233
Phantom Activity 234
Phase Transition 235
Piecewise Activity 238
Pivot Message 240
Poincaré Trace 244
Polytrace 246
Projective Space 247
Punctuated Activity 249
Q 250
Quotient Trace 250
R 251
Random Data 251
Recovered Messages 252
Relative Density 253
Renormalization 254
Resume Activity 255
Ruptured Trace 257
S 259
Script Messages 259
Semantic Field 260
Sequence Repeat Anomaly 262
Serial Trace 263
Shared Point 265
Sheaf of Activities 266
Signal 268
Significant Event 270
Significant Interval 271
Silent Messages 272
Singleton Event 274
Singleton Trace 275
Small DA+TA 276
Sorted Trace 278
Sparse Trace 279
Split Message 280
Split Trace 282
State and Event 283
State Dump 285
Statement Density and Current 286
Strand of Activity 290
Surveyor 291
T 292
Tensor Trace 292
Text Trace 294
Thread of Activity 296
Time Delta 298
Time Scale 299
Timeout 300
Trace Acceleration 303
Trace Braidoids 304
Trace Constants 306
Trace Contour 307
Trace D’Enfant 308
Trace Dimension 309
Trace Extension 311
Trace Fabric 312
Trace Field 314
Trace Flux 315
Trace Foliation 316
Trace Frames 318
Trace Homotopy 320
Trace Join 321
Trace Mask 322
Trace Molecule 324
Trace Nerve 326
Trace Partition 327
Trace Path 329
Trace Presheaf 330
Trace Quilt 331
Trace Retract 332
Trace Schema 333
Trace Shape 335
Trace Sharding 336
Trace Similarity 337
Trace Skeleton 339
Trace String 341
Trace Summary 343
Trace Viewpoints 344
Trace Window 346
Traceme 347
Traces of Individuality 348
Translated Message 349
Truncated Data 351
Truncated Trace 352
U 353
UI Message 353
Ultrasimilar Messages 354
Unsynchronized Messages 355
Unsynchronized Traces 357
Use Case Trail 359
V 360
Visibility Limit 360
Visitor Trace 361
Vocabulary Index 362
W 363
Watch Thread 363
Whisker Trace 365
Weave of Activity 366
Working Set 367
Appendix 369
Classification 369
Activity 369
Block 370
Data 370
Error 371
Large Scale 371
Message 372
Trace as a Whole 374
Trace Set 375
Vocabulary 376
Memory 376
Code 376
Text 376
Narratological and Mathematical Influences 377
Traces and Logs as 2-categories 380
Mathematical Concepts 382
Index of Patterns 384
Bibliography 393
Notes 395
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