Enabling transparent acceleration of big data frameworks using heterogeneous hardware
The ever-increasing demand for high performance Big Data analytics and data processing,
has paved the way for heterogeneous hardware accelerators, such as Graphics Processing …
has paved the way for heterogeneous hardware accelerators, such as Graphics Processing …
FusionCL: A machine-learning based approach for OpenCL kernel fusion to increase system performance
Employing general-purpose graphics processing units (GPGPU) with the help of OpenCL
has resulted in greatly reducing the execution time of data-parallel applications by taking …
has resulted in greatly reducing the execution time of data-parallel applications by taking …
Improving Vectorization Heuristics in a Dynamic Compiler with Machine Learning Models
Optimizing compilers rely on many hand-crafted heuristics to guide the optimization process.
However, the interactions between different optimizations makes their design a difficult task …
However, the interactions between different optimizations makes their design a difficult task …
Optimizing performance and energy efficiency in massively parallel systems
R Nozal - 2022 - repositorio.unican.es
Heterogeneous systems are becoming increasingly relevant, due to their performance and
energy efficiency capabilities, being present in all types of computing platforms, from …
energy efficiency capabilities, being present in all types of computing platforms, from …
[图书][B] Challenges and techniques for transparent acceleration of unmodified Big Data applications
MN Xekalaki - 2022 - search.proquest.com
The ever-increasing demand for high-performance Big Data analytics and data processing
has paved the way for heterogeneous hardware accelerators, such as Graphics Processing …
has paved the way for heterogeneous hardware accelerators, such as Graphics Processing …
[图书][B] Performance Optimisations for Heterogeneous Managed Runtime Systems
M Papadimitriou - 2021 - search.proquest.com
High demand for increased computational capabilities and power efficiency has resulted in
making commodity devices integrating diverse hardware resources. Desktops, laptops, and …
making commodity devices integrating diverse hardware resources. Desktops, laptops, and …