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Our results show that nanostores can achieve orders of magnitude higher performance with dramatically better energy efficiency. , leveraging a hierarchy of computes [Ranganathan, in press]) and to enable new data-centric applications that were previously not possible. Research opportunities include in-systems software optimizations for single-level data stores, new endurance optimizations to improve data reliability, and architectural balance among compute, communication, and storage. Copyright © National Academy of Sciences.

Frontiers of Engineering: Reports on Leading-Edge Engineering from the 2010 Symposium WAREHOUSE-SCALE COMPUTING: THE MACHINERY THAT RUNS THE CLOUD 19 for online-services workloads it to provide predictable performance by thousands of cooperating nodes on sub-second timescales. Programming Challenges Similar to the hardware-design problem for WSCs, the complexity of software development for a WSC hardware platform can be an obstacle for both workload and infrastructure software developers. The complexity derives from a combination of scale and limits of electronic technology and physics.

Unlike energy, which is neither created nor destroyed (the first law of thermodynamics), exergy is continuously consumed in the performance of useful work by any real entropy-generating process (the second law of thermodynamics). Previous ­studies have shown that the destruction (or consumption) of exergy is representative of the irreversibility associated with various processes. Consequently, at a first-level of approximation, exergy can be used as a proxy to study environmental sustainability.

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