Data Analytics for IT Networks: Developing Innovative Use Cases, First Edition

Index

Symbols

& (ampersand), 306

\ (backslash), 288

~ (tilde), 291–292, 370

2×2 charts, 9–10

5-tuple, 65

A

access, data. See data access

ACF (autocorrelation function), 262

ACI (Application Centric Infrastructure), 20, 33, 430–431

active-active load balancing, 186

activity prioritization, 170–173

AdaBoost, 252

Address Resolution Protocol (ARP), 61

addresses

IP (Internet Protocol)

packet counts, 395–397

packet format, 390–391

MAC, 61, 398

algorithms, 3–4, 217–218, 439

apriori, 242–243, 381–382

artificial intelligence, 267

assumptions of, 218–219

classification

choosing algorithms for, 248–249

decision trees, 249–250

gradient boosting methods, 251–252

neural networks, 252–258

random forest, 250–251

SVMs (support vector machines), 258–259

time ...