Frontiers of Engineering - Rpts on Ldng.-Edge Engrg. [2010

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All rights reserved. Frontiers of Engineering: Reports on Leading-Edge Engineering from the 2010 Symposium 42 FRONTIERS OF ENGINEERING in the field that combine audio features and myriad music-related data sources to derive metrics for complex judgments, such as similarities among artists and personalized music recommendations. The next speaker, Douglas Repetto (Columbia University) is the founder of DorkBot, a collection of local groups using technology in non-mainstream ways, usually classified in the category of “art,” for want of a better name.

Frontiers of Engineering: Reports on Leading-Edge Engineering from the 2010 Symposium GREEN CLOUDS: THE NEXT FRONTIER 29 One way to improve sustainability is to consider the total life cycle of a s­ ystem—including both the supply and demand side. In other words, in addition to the amount of energy used in operating a system, it is important to consider the amount of energy used in making the system. Manageability Sustainability is just one of the new “ilities” that pose challenges for the future.

Operating cores at near-threshold voltage has been shown to significantly improve energy efficiency. Similarly, recent advances in networking, particularly related to optics, show a strong growth in bandwidth for communication among computing elements at various levels of the system. Significant changes are also expected in the memory/storage industry. Recently, new non-volatile RAM (NVRAM) memory technologies have been demonstrated that significantly reduce latency and improve energy efficiency compared to Flash and Hard Disk.

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