Amdahl's law in the context of heterogeneous many‐core systems–a survey
MAN Al‐hayanni, F Xia, A Rafiev… - IET Computers & …, 2020 - Wiley Online Library
For over 50 years, Amdahl's Law has been the hallmark model for reasoning about
performance bounds for homogeneous parallel computing resources. As heterogeneous …
performance bounds for homogeneous parallel computing resources. As heterogeneous …
The effect of communication and synchronization on Amdahl's law in multicore systems
This work analyses the effects of sequential-to-parallel synchronization and inter-core
communication on multicore performance, speedup and scaling from Amdahl's law …
communication on multicore performance, speedup and scaling from Amdahl's law …
Exploiting processor heterogeneity in interactive services
To add processing power under power constraints, emerging heterogeneous processors
include fast and slow cores on the same chip. This paper demonstrates that this …
include fast and slow cores on the same chip. This paper demonstrates that this …
Efficient multi-GPU shared memory via automatic optimization of fine-grained transfers
Despite continuing research into inter-GPU communication mechanisms, extracting
performance from multi-GPU systems remains a significant challenge. Inter-GPU …
performance from multi-GPU systems remains a significant challenge. Inter-GPU …
Predicting potential speedup of serial code via lightweight profiling and emulations with memory performance model
We achieve very small runtime overhead: approximately a 1.2-10 times slowdown and
moderate memory consumption. We demonstrate the effectiveness of Parallel Prophet in …
moderate memory consumption. We demonstrate the effectiveness of Parallel Prophet in …
Advancements in Accelerating Deep Neural Network Inference on AIoT Devices: A Survey
The amalgamation of artificial intelligence with Internet of Things (AIoT) devices have seen a
rapid surge in growth, largely due to the effective implementation of deep neural network …
rapid surge in growth, largely due to the effective implementation of deep neural network …
[PDF][PDF] A survey on Amdahl's law extension in multicore architectures
BM Al-Babtain, FJ Al-Kanderi, MF Al-Fahad… - International Journal of …, 2013 - academia.edu
Multicore architectures represent the future of computing since they provide cost effective
solutions to improve throughput and performance of parallel programs while keeping power …
solutions to improve throughput and performance of parallel programs while keeping power …
A generic energy optimization framework for heterogeneous platforms using scaling models
Mobile platforms are becoming highly heterogeneous by combining a powerful
multiprocessor system-on-a-chip (MpSoC) with numerous other resources, including …
multiprocessor system-on-a-chip (MpSoC) with numerous other resources, including …
Thread count prediction model: Dynamically adjusting threads for heterogeneous many-core systems
T Ju, W Wu, H Chen, Z Zhu… - 2015 IEEE 21st …, 2015 - ieeexplore.ieee.org
Determining an appropriate thread count for a multithread application running on a
heterogeneous many-core system is crucial for improving computing performance and …
heterogeneous many-core system is crucial for improving computing performance and …
Application configuration selection for energy-efficient execution on multicore systems
Modern computer systems are designed to balance performance and energy consumption.
Several run-time factors, such as concurrency levels, thread mapping strategies, and …
Several run-time factors, such as concurrency levels, thread mapping strategies, and …