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A Survey of Resource Management for Processing-In-Memory and Near-Memory Processing Architectures

Kamil Khan, Sudeep Pasricha, Ryan Gary Kim
2020 Journal of Low Power Electronics and Applications  
Therefore, designing intelligent resource management techniques for computation offloading is vital for leveraging the potential offered by this new paradigm.  ...  However, application-specific memory access patterns, power and thermal concerns, memory technology limitations, and inconsistent performance gains complicate the offloading of computation in DCC systems  ...  • Case Study 1: CoolPIM-Thermal-Aware Source Throttling for Efficient PIM Instruction Offloading As noted in Section 4.1.3, 3D-stacked memory is vulnerable to thermal problems due to high power densities  ... 
doi:10.3390/jlpea10040030 fatcat:yzpcli2ynfe4hbfpabvwinn2fi

A Survey of Resource Management for Processing-in-Memory and Near-Memory Processing Architectures [article]

Kamil Khan, Sudeep Pasricha, Ryan Gary Kim
2020 arXiv   pre-print
Therefore, designing intelligent resource management techniques for computation offloading is vital for leveraging the potential offered by this new paradigm.  ...  However, application-specific memory access patterns, power and thermal concerns, memory technology limitations, and inconsistent performance gains complicate the offloading of computation in DCC systems  ...  Case Study 1: CoolPIM: Thermal-Aware Source Throttling for Efficient PIM Instruction Offloading As noted in Section 4.1.3, 3D-stacked memory is vulnerable to thermal problems due to high power densities  ... 
arXiv:2009.09603v1 fatcat:aylcbzdsrrdbzgifdqxqs2wcaq