Big Data 101: The 5 Vs, Ecosystem, and Why Scale Breaks Everything

TLDR: Traditional databases fail at big data scale for three concrete reasons — storage saturation, compute bottleneck, and write-lock contention. The 5 Vs (Volume, Velocity, Variety, Veracity, Value)