I am a technologist by career and now on the verge of retirement. I understand your architecture, constraints, challenges and the requirements for diversity, and ongoing continuity in a multi device, multi location, multi carrier eco system. Can you share some information about the overall infrastructure? For example number of data centers, how edge computing comes into play and the impact 5G will have on your subscriber deployments?