Changes between Version 6 and Version 7 of ResearchProjects


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Timestamp:
May 24, 2010, 10:27:31 AM (15 years ago)
Author:
davea
Comment:

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  • ResearchProjects

    v6 v7  
    88An out-of-date list of conferences related to volunteer computing
    99is [ConferenceList here].
     10
     11== Tools ==
     12
     13The following tools may be useful:
     14
     15 * The [ClientSim BOINC client simulator].
     16   This models a single client attached to one or more projects.
     17   It's useful for studying client scheduling policies.
     18 * The [http://gcl.cis.udel.edu/projects/emboinc/index.php EmBOINC] BOINC server emulator.
     19   This models a BOINC server and a population of clients.
     20   It's useful for studying server scheduling policies.
     21 * The [http://boinc.berkeley.edu/trac/browser/trunk/boinc/sched/sched_driver.cpp scheduler driver]
     22   can be used to measure the maximum throughput (jobs per second) of a BOINC back end.
    1023
    1124== Data-intensive volunteer computing ==
     
    133146even while the computer is in use,
    134147without impacting the performance of user-visible applications.
    135 
    136 == Estimating job completion times in a heterogeneous environment ==
    137 
    138 Accurate job completion time estimates are essential to BOINC.
    139 Underestimates can waste computation,
    140 and overestimates can cause resource idleness.
    141 BOINC's current mechanisms for estimating job completion times
    142 have various shortcomings:
    143 a) they require projects to estimate job FLOPS requirements in advance,
    144 and to estimate the FLOPS performance of applications on particular hosts;
    145 most projects don't have the ability or willingness to provide
    146 accurate estimates;
    147 b) they are based on peak hardware performance
    148 (e.g., benchmark values), and actual application performance
    149 can be wildly different, especially for multi-threaded and GPU applications.
    150 
    151 The project is to design, implement, and study a system that automatically
    152 estimates job completion times on heterogeneous hosts,
    153 and that provides estimates of the actual number of FLOPS performed
    154 by a given job.