Volunteer Computing
Quick summary about volunteer computing for school assignment..
Volunter computing is a type of distributed computing in which computer owners donate their computing resources (such as processing power and storage) to one or more “projects”[1].
Important characteristics of Volunteer Computing:
- Participating machines are not able to continuously connected or available to the system.
- It is highly dynamic, which means it has no guarantee how many participating machines will be available at given time or how long a given resource will be available in the system
- To reach certain level of availability, there are few methods:
- Collective availability [2], possible to be used as distributed data storage [5,6]
- Replication [3]
- Erasure code [4]
Availability in volunteer computing can be classified into
- CPU availability, refers to the fact that CPU is available to perform computations in behalf of distributed system. It is related to available CPU resource for computation.
- Host availability, it is more general than CPU availability because it includes other computer resources such as disk.
Example of Volunteer Computing systems[7]:
References [1] http://en.wikipedia.org/wiki/Volunteer_computing [2]Ensuring Collective Availability in Volatile Resource Pools via Forecasting http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.150.2917&rep=rep1&type=pdf [3] The Computational and Storage Potential of Volunteer Computing , http://arxiv.org/ftp/cs/papers/0602/0602061.pdf [4]Network coding for distributed storage systems http://arxiv.org/pdf/cs/0702015.pdf [5]Total Recall http://static.usenix.org/events/nsdi04/tech/full_papers/bhagwan/bhagwan_html/ [6]DHT-based self-adapting replication protocol for achieving high data availability http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.102.7887&rep=rep1&type=pdf [7]The Volunteer Computing Architecture Based On Role Analysis http://dl.acm.org/citation.cfm?id=1918494 [8]P3: P2P-based Middleware Enabling Transfer and Aggregation of Computational Resources http://shudo.net/publications/GP2PC2005/shudo-GP2PC2005-P3.pdf [9]SETI@home: an experiment in public-resource computing http://dl.acm.org/citation.cfm?id=581571.581573 [10]BOINC: A system for public-resource computing and storage https://boinc.berkeley.edu/grid_paper_04.pdf [11]XtremWeb : A Generic Global Computing System http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.24.5844&rep=rep1&type=pdf [12]MyGrid – A complete solution for running Bag-of-Tasks Applications http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.72.7654&rep=rep1&type=pdf
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