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Our compute infrastructure now is largely virtualized.
Getting liquidity in compute infrastructure is more complicated.
At the same time, the compute infrastructure it runs on is shared.
You also have to have the ability to swap one type of compute infrastructure for another.
The compute infrastructure has to fit the workload and the cost has to fit the budget.
That said, Map-Reduce is not the only important piece of compute infrastructure.
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Real companies face much more complex compute infrastructures that still include self-hosted virtual machines and physical servers.
Recently, volunteer computing has moved to middleware systems that provide a distributed computing infrastructure independent of the scientific computation.
We have discussed some computational principles underlying the efficient design of Cloud computing infrastructure provisioning.
Their project grew quickly enough to cause problems for Stanford's computing infrastructure.
Federal funding was made available for high-speed networks, dramatically upgrading the country's computing infrastructure.
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