| D. P. Helmbold, D. D. E. Long, and B. Sherrod. A dynamic disk spin-down technique for mobile computing. In Proc. of the 2nd Annual International Conference on Mobile Computing and Networking, 1996. |
....Since no cache databases or synchronization messages are exchanged the clusters composed of these autonomous cache nodes will be exceedingly scalable and manageable. Machine learning algorithms [56, 70] have previously been successfully used in addressing non trivial operating systems problems [54, 55] such as the disk spin down problem in mobile computers. In Section 2 we review the current state of caching in file systems and web proxies. In Section 3 we introduce our Storage Embedded Network (SEN) architecture. In Section 4 we focus on the adaptive cache design and in Section 5 we present ....
.... The challenge is to join the relatively weak predictions of so many experts into one highly accurate prediction [92] Expert systems [69] specifically machine learning algorithms [56, 70] have been successfully used for this purpose in the past to solve non trivial operating systems problems [54, 55]. 4.1 Rationale As the characteristics of the workload change over time (minutes, hours, days) the hit rates of the static policies become suboptimal. In caching research the performance of different static replacement policies are usually measured by keeping a cumulative running average for the ....
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D. P. Helmbold, D. D. E. Long, and B. Sherrod. A dynamic disk spin-down technique for mobile computing. In Proceedings of the 2nd Annual International Conference on Mobile Computing and Networking 1996.
....1) with different speeds consume substantially different power and energy suggests that producing multi speed disks would provide significant potential to conserve energy. This observation motivates the Multi speed approach to conservation. 3. IDLE: EXPLOITING IDLENESS Previous works (e.g. [21, 8, 16, 23, 22, 15, 26]) have proposed several energy management techniques for laptop disks. Most of them are based on powering disks down during periods of idleness, since disk idle times are relatively long for the interactive workloads of laptops. The amount of idle time needed to justify the cost of powering the ....
David P. Helmbold, Darrell D. E. Long, and Bruce Sherrod. A Dynamic Disk Spin-Down Technique for Mobile Computing. In Proceedings of the 2nd International Conference on Mobile Computing (MOBICOM96), pages 130--142, 1996.
....have sought techniques for reducing mobile hosts power requirements. The overall goal of power management is to prolong battery life by controlling the energy consumption of a mobile host s various devices. Past research has developed techniques for reductions in the energy consumption of disk [DKM94, HLS96, LKHA94], CPU [GCW95, LS96, WWDS94] and network interface devices [SK96, CPR98, NSYA97, KK98] The goal of these techniques is to reduce the energy needs of individual devices. Building on such work, this paper considers the power consumption of a mobile host s communication device in the context of the ....
D. Helmbold, D. D. E. Long, and B. Sherrod. A dynamic disk spin-down technique for mobile computing. In Second ACM International Conference on Mobile Computing and Networking (MOBICOM), 1996.
....An alternative to fixed threshold and predictive techniques is an adaptive threshold policy. Douglis et al. Douglis et al. 1995] suggest a policy that attempts to reduce the frequency of short spin down periods, on the assumption that these are the most annoying to the user. Helmbold et al. [Helmbold et al. 1996] suggest the use of a machine learning algorithm that dynamically re weights the recommendations of several prediction algorithms. Our work differs from such previous approaches in that we modify the disk usage pattern rather than simply adapting to it. Moreover, our prediction technique is based ....
David P. Helmbold, Darrell D. E. Long, and Bruce Sherrod, "A Dynamic Disk Spin-down Technique for Mobile Computing," In Proc. of the 2nd Annual International Conference on Mobile Computing and Networking (MobiCom'96), November 1996.
....on non communication components of the mobile host, such as displays, disks and OPUs. In particular, researchers have looked at methods to turn off the display after some period of inactivity (as often implemented in BIOS or screen savers) to spin down the hard disk of the mobile host [7, 9, 16], and to slow down or stop the OPU depending on work load [8, 17, 24] The principle underlying the techniques for controlling these components is to estimate (or guess) when the device will not be used and suspend it for those intervals. Stemm et. al [23] have identifiod the problem of excess ....
D. Helmbold, D. D. E. Long, and B. Shetrod. A dynamic disk spin-down technique for mobile computing. In Second A CM International Conference on Mobile Computing and Networking (MOBICOM), 1996.
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D. P. Helmbold, D. D. E. Long, and B. Sherrod. A dynamic disk spin-down technique for mobile computing. In Proceedings of the 2nd Annual International Conference on Mobile Computing and Networking 1996.
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D. P. Helmbold, D. D. E. Long, and B. Sherrod. A dynamic disk spin-down technique for mobile computing. In Proc. of the 2nd Annual International Conference on Mobile Computing and Networking, 1996.
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Helmbold, D. P., Long, D. D. E., and Sherrod, B. Dynamic disk spin-down technique for mobile computing. Proceedings of the Second ACM International Conferenceon Mobile Computingand Networking(MOBICOM 96), 130--142, November 1996.
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David P. Helmbold, Darrell D. E. Long, and Bruce Sherrod. A Dynamic Disk Spin-Down Technique for Mobile Computing. In Proceedings of the 2nd International Conference on Mobile Computing, pages 130--142, November 1996.
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David P. Helmbold, Darrell D. E. Long, and Bruce Sherrod. A Dynamic Disk Spin-Down Technique for Mobile Computing. In Proceedings of the 2nd International Conference on Mobile Computing (MOBICOM96), pages 130--142, 1996.
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D. P. Helmbold, D. D. E. Long, and B. Sherrod. A Dynamic Disk Spin-down Technique for Mobile Computing. In Proc. of the Intl. Conference on Mobile Computing and Networking, 1996.
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HELMBOLD, D. P., LONG, D. D. E., AND SHERROD, B. A Dynamic Disk Spin-down Technique for Mobile Computing. In Proc. of the 2nd Annual Intl. Conf. on Mobile Computing and Networking (MobiCom'96) (Nov. 1996).
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D. P. Helmbold, D. D. E. Long, and B. Sherrod. A Dynamic Disk Spin-down Technique for Mobile Computing. In Proc. of the Intl. Conference on Mobile Computing and Networking, 1996.
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Helmbold D., Long D., Sherrod B., A dynamic disk spin-down technique for mobile computing , Proc. of the 2nd ACM International Conf. on Mobile Computing (MOBICOM), November 1996.
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D. Helmbold, D. Long and E. Sherrod, "Dynamic Disk Spin-down Technique for Mobile Computing", IEEE Conference on Mobile Computing, pp. 130--142, 1996.
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D. P. Helmbold, D. D. E. Long, and B. Sherrod. A dynamic disk spin-down technique for mobile computing. In Mobile Computing and Networking, pages 130--142, 1996.
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D.P. Helmbold, D.E. Long, and B. Sherrod. A dynamic disk spin-down technique for mobile computing. Proceedings of the Second Annual ACM International Conference on Mobile Computing and Networking, 1996. ACM/IEEE. 27
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Helmbold, D., Long, D., Sherrod, B., "A dynamic disk spin-down technique for mobile computing," Proc. MobiCom'96, New York, NY, pp. 130-142, Nov. 1996.
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D. P. Helmbold, D. D. E. Long, and B. Sherrod. A dynamic disk spin-down technique for mobile computing. In Proceedings of the 2nd Annual International Conference on Mobile Computing and Networking 1996.
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D. P. Helmbold, D. D. E. Long, and B. Sherrod. A dynamic disk spin-down technique for mobile computing. Proceedings of the second annual ACM International Conference on Mobile Computing and Networking, November 1996.
No context found.
David P. Helmbold, Darrell D. E. Long, and Bruce Sherrod. A Dynamic Disk Spin-Down Technique for Mobile Computing. In Proceedings of the 2nd International Conference on Mobile Computing, pages 130--142, November 1996.
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D. Helmbold, D. Long, and E. Sherrod, "Dynamic disk spin-down technique for mobile computing," in Proc. IEEE Conf. Mobile Computing, 1996, pp. 130--142.
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D. Helmbold, D. Long, and E. Sherrod, "Dynamic disk spin-down technique for mobile computing," in IEEE Conf. Mobile Computing,Nov. 1996, pp. 130--142.
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Helmbold, D. P., Long, D. E. and Sherrod, B. (1996) A dynamic disk spin-down technique for mobile computing. In Proc. Second Annual ACM International Conference on Mobile Computing and Networking, New York, pp. 130--142.
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D. Helmbold, D. D. E. Long, and B. Sherrod. A dynamic disk spin-down technique for mobile computing. In Second ACM International Conference on Mobile Computing and Networking (MOBICOM), 1996.
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