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A Modular Heterogeneous Communicatio...
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Eskandari, Nariman.
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A Modular Heterogeneous Communication Layer for a Cluster of FPGAS and CPUs.
紀錄類型:
書目-電子資源 : Monograph/item
正題名/作者:
A Modular Heterogeneous Communication Layer for a Cluster of FPGAS and CPUs./
作者:
Eskandari, Nariman.
出版者:
Ann Arbor : ProQuest Dissertations & Theses, : 2018,
面頁冊數:
71 p.
附註:
Source: Masters Abstracts International, Volume: 80-06.
Contained By:
Masters Abstracts International80-06.
標題:
Computer Engineering. -
電子資源:
http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=10973797
ISBN:
9780438674110
A Modular Heterogeneous Communication Layer for a Cluster of FPGAS and CPUs.
Eskandari, Nariman.
A Modular Heterogeneous Communication Layer for a Cluster of FPGAS and CPUs.
- Ann Arbor : ProQuest Dissertations & Theses, 2018 - 71 p.
Source: Masters Abstracts International, Volume: 80-06.
Thesis (M.A.S.)--University of Toronto (Canada), 2018.
This item must not be sold to any third party vendors.
A key infrastructure required to make heterogeneous clusters easier to use is a standard communication mechanism between computing nodes. Without this infrastructure, application developers of multi-FPGA applications are forced to develop their own custom communication cores for hardware kernels that can communicate. This problem is significantly worse at a data center scale. This thesis shows how introducing modularity into an existing orchestration platform makes it possible to automatically and interchangeably support different underlying network protocols and multiple communication models for a multi-FPGA platform. We show that it is straightforward to connect the communication models implemented in the FPGAs to compatible software implementations of the same models so that it is easy to build heterogeneous applications using CPUs and FPGAs. Our results have shown that the heterogeneous communication has introduced very little area overhead in the FPGAs and can still perform at line-rate, bottlenecked solely by the network protocols.
ISBN: 9780438674110Subjects--Topical Terms:
1567821
Computer Engineering.
A Modular Heterogeneous Communication Layer for a Cluster of FPGAS and CPUs.
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A key infrastructure required to make heterogeneous clusters easier to use is a standard communication mechanism between computing nodes. Without this infrastructure, application developers of multi-FPGA applications are forced to develop their own custom communication cores for hardware kernels that can communicate. This problem is significantly worse at a data center scale. This thesis shows how introducing modularity into an existing orchestration platform makes it possible to automatically and interchangeably support different underlying network protocols and multiple communication models for a multi-FPGA platform. We show that it is straightforward to connect the communication models implemented in the FPGAs to compatible software implementations of the same models so that it is easy to build heterogeneous applications using CPUs and FPGAs. Our results have shown that the heterogeneous communication has introduced very little area overhead in the FPGAs and can still perform at line-rate, bottlenecked solely by the network protocols.
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