The author provides some insight on redundancy issues to consider in data centers. He cites smartphones as example of the rapid change in data center software and explains the diversity of application needs. He describes an example to compare the reliability of two components in series and parallel from his technical paper "Reliability Engineering for Datacom Cooling Systems."