ber ML, see Machine learning MLlib, see Libraries for Machine Learning MME, see Mobility management entities MMS, see Multimedia messaging service MaaS, see Mobility as a service mmWave MAC, see Media access control frequencies, 247 Machine learning (ML), 160, 346, 401 spectrum, 246 analytics and, 148 Mobile for closed-loop automation, 160-161 cellular services, 252-253 deep learning, 150-151 networks, 1 descriptive vs. reactive vs. predictive vs. prescriptive Mobile wireless access technologies, 241 analytics, 149 5G wireless, 244-248 open source distributed processing toolkits for LTE RAN configurations, 242-244 ML, 151 Mobility, 50 speech recognition, 148-149 3GPP standards organization, 81 supervised vs. unsupervised learning, 149-150 connectivity to mobility VPN, 322-323 toolkit comparisons, 152 gateway functions, 253 Maintenance operations model, 334 legacy networks, 322-323 MAN, see Metropolitan area network Mobility as a service (MaaS), 328 Management and orchestration (MANO), 15, 109-111 Mobility management entities (MME), 13, 318, Management plane, 35-37 319-321 MANO, see Management and orchestration Modern IP network, 11-12 MapReduce, 146 OSI model, 11 Markov decision process, 162 regulation and standards, 11-12 Markov hidden model, 148 services, 20 Massive IOT traffic, 247-248 Modern telecom network transformation, 9 Massive machine type communication (Massive MTC), enterprise CPE, 16-17 244-245 network access, 17 Master reference catalog, 115 network core, 18-19 Master Service Orchestrator (MSO), 107, 111-112 network data and measurements, 22-23 comparison of ETSI MANO and ONAP network edge, 17-18 architectures, 110 network operations, 23-24 comparison of MSO and controllers, 112 network security, 15-16 MCF mechanism, see Multicommodity flow mechanism NFV, 13 Index Modern telecom network transformation (Continued) NETCONF, see Network Configuration NFVI, 13-14 Netflix, 78 ONAP, 15 NetFlow, 362 rapid transition to ALL-IP, 10 Network access, 17, 223-226 SDN, 14 extending NFV and SDN to, 226-229 servi c