Teaching computing for complex problems in civil engineering and geosciences using big data and machine learning: synergizing four different computing paradigms and four different management domains

Journal of Big Data

Table 1 A recommended distribution of resources for a chip to support Artificial Intelligence for Big Data (BTr = Billion Transistors) [24]

Chip hardware type	Estimated transistor count
4000 ManyCore Processors with related memory	12BTr
4 MultiCore Processors with related memory	4BTr
1 SystolicArray for Tensor Calculus	1BTr
1 Reprogrammable DataFlow engine	69BTr
Memory and I/O Interfaces	14BTr