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4-30                    CRC Handbook of Modern Telecommunications, Second Edition

            4.3.2.1.3  Optimization
            The ability to measure and predict return on investment (ROI) is something that corporations find dif-
            ficult to perform rapidly. These measurements indicate the health of the corporation, and the ability to
            determine them rapidly allows a corporation to change its direction with minimal loss. Other examples
            of the need for optimization include the ability to determine the most efficient channels for contacting
            customers, target the appropriate customers for a corporation’s product mix, and identify new product
            opportunities before the competition.
            4.3.2.1.4  Technology Constraints
            Unfortunately, most information systems at telecommunications companies are built around the prod-
            uct strategy business model. This has resulted in a variety of product-oriented systems that effectively
            run day-to-day operations. Carriers struggle with their existing patchworks of general-purpose data
            warehouse solutions to store and analyze the mountains of data they create every day. Large networks
            and their associated switches, billing systems, and service departments can generate hundreds of mil-
            lions of terabytes daily. These terabytes of dynamic customer data will continue to grow exponentially
            as carriers add new services and as IP-based traffic increases. This ever-expanding volume of data puts
            a strain on the performance capabilities of today’s traditional relational databases, servers, and storage
            systems, which provide the foundation for Business Intelligence (BI; see Figure 4.3.2).
              Customer demand for new services, such as third-generation wireless networks, consolidated billing,
            and consistent and reliable service, has been affected by technology limitations. The difficulties created
            by legacy back-office systems, known as Operational Support Systems/Business Support Systems (OSS/
            BSS), are primarily rooted in their complexity, scale, rigid operational requirements, lack of interoper-
            ability, and lack of service focus. This has led to enormous challenges when attempting to deploy new
            services and adapt to rapidly changing customer needs.
              In the past decade, the service providers have spent significant resources and energy installing sys-
            tems for operations management and business process automation both for business and operational
            support. However, the complex questions that need to be answered go beyond any one operational sys-
            tem. Today telecommunications companies might know who their customers are, and are marginally
            effective in marketing new services to them. However, few of them are equipped to know who their
            profitable customers are, which services these top customers use that make them profitable, and which
            marketing campaigns can be targeted to this segment.

                                 Service Delivery     Service Assurance    Service Usage
             Business                          Customer, Employee & Supplier Portals
             Management Layer
                                                              Service
                                        Order      Problem    Level               Business
                                        Entry                           Billing
                                      Management  Management  Assurance          Intelligence
             Service Management                             Management
             Layer
                                              Process Orchestration & Messaging Layer

                                Service  Inventory  Performance  Fault   Usage
             Network Management  Activation  Management  Management  Management  Mediation
             Layer

             Element Management
             Layer                             Service Provider Network Infrastructure
             Network Layer

            FIGu RE 4.3.2  Telecom enterprise architecture.
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