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> Thursday, November 17, 2005
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FreeLoader: Scavenging Desktop Storage Resources for Scientific Data
Session:
Storage and Data
Event Type:
Paper
Time:
4:30pm - 5:00pm
Session Chair
:
Erik Riedel
Speaker(s)
:
Sudharshan Vazhkudai, Xiaosong Ma, Vincent Freeh, Jonathan Strickland, Nandan Tammineedi, Stephen Scott
Location:
602-604
Abstract:
High-end computing is suffering a data deluge from experiments, simulations, and apparatus that creates overwhelming application dataset sizes. End-user workstations—despite more processing power than ever before—are ill-equipped to cope with such data demands due to insufficient secondary storage space and I/O rates. Meanwhile, a large portion of desktop storage is unused. We present the FreeLoader framework, which aggregates unused desktop storage space and I/O bandwidth into a shared cache/scratch space, for hosting large, immutable datasets and exploiting data access locality. Our experiments show that FreeLoader is an appealing low-cost solution to storing massive datasets, by delivering higher data access rates than traditional storage facilities. In particular, we present novel data striping techniques that allow FreeLoader to efficiently aggregate a workstation’s network communication bandwidth and local I/O bandwidth. In addition, the performance impact on the native workload of donor machines is small and can be effectively controlled.
This paper can be found in the ACM and IEEE Digital Libaries
Click here for ACM
Click here for IEEE
Chair/Speaker Details:
Erik Riedel (Chair)
Seagate Research
Sudharshan Vazhkudai
Oak Ridge National Laboratory
Xiaosong Ma
North Carolina State University and Oak Ridge National Lab
Vincent Freeh
North Carolina State University
Jonathan Strickland
North Carolina State University
Nandan Tammineedi
North Carolina State University
Stephen Scott
Oak Ridge National Laboratory
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