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The analytics manager must have a firm understanding of the data set, the types of queries that need to be run, and structure the data tables to optimize system performance
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Just knowing that an interface is congested doesnt tell you why it is full
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Troubleshooters need more questions answered, such as: Where did the interfaces traffic come from and go to? Were the traffic flows typical for this interface but just increased in volume, or did a routing change somewhere shift new traffic flows to this interface? If so, from where, when, and for how long? Without answers to these questions, engineers remain in the dark about the behavior of the network as a whole, denying them the critical context they need to understand point data
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