Co-exploration of neural architectures and heterogeneous asic accelerator designs targeting multiple tasks

L Yang, Z Yan, M Li, H Kwon, L Lai… - 2020 57th ACM/IEEE …, 2020 - ieeexplore.ieee.org
Neural Architecture Search (NAS) has demonstrated its power on various AI accelerating
platforms such as Field Programmable Gate Arrays (FPGAs) and Graphic Processing Units …

Job scheduling problem in fog-cloud-based environment using reinforced social spider optimization

P Kuppusamy, NMJ Kumari, WY Alghamdi… - Journal of Cloud …, 2022 - Springer
Fog computing is an emerging research domain to provide computational services such as
data transmission, application processing and storage mechanism. Fog computing consists …

Cost minimization while satisfying hard/soft timing constraints for heterogeneous embedded systems

M Qiu, EHM Sha - ACM Transactions on Design Automation of Electronic …, 2009 - dl.acm.org
In high-level synthesis for real-time embedded systems using heterogeneous functional
units (FUs), it is critical to select the best FU type for each task. However, some tasks may not …

Evolutionary collaborative human-UAV search for escaped criminals

YJ Zheng, YC Du, HF Ling, WG Sheng… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The use of unmanned aerial vehicles (UAVs) for target searching in complex environments
has increased considerably in recent years. The numerous studies on UAV search methods …

Energy minimization with soft real-time and DVS for uniprocessor and multiprocessor embedded systems

M Qiu, C Xue, Z Shao, EHM Sha - 2007 Design, Automation & …, 2007 - ieeexplore.ieee.org
Energy-saving is extremely important in real-time embedded systems. Dynamic voltage
scaling (DVS) is one of the prime techniques used to achieve energy-saving. Due to the …

Efficent algorithm of energy minimization for heterogeneous wireless sensor network

M Qiu, C Xue, Z Shao, Q Zhuge, M Liu… - … Conference on Embedded …, 2006 - Springer
Energy and delay are critical issues for wireless sensor networks since most sensors are
equipped with non-rechargeable batteries that have limited lifetime. Due to the uncertainties …

Voltage assignment with guaranteed probability satisfying timing constraint for real-time multiproceesor DSP

M Qiu, Z Jia, C Xue, Z Shao, EHM Sha - The Journal of VLSI Signal …, 2007 - Springer
Abstract Dynamic Voltage Scaling (DVS) is one of the techniques used to obtain energy-
saving in real-time DSP systems. In many DSP systems, some tasks contain conditional …

Loop scheduling and bank type assignment for heterogeneous multi-bank memory

M Qiu, M Guo, M Liu, CJ Xue, LT Yang… - Journal of Parallel and …, 2009 - Elsevier
Many high-performance DSP processors employ multi-bank on-chip memory to improve
performance and energy consumption. This architectural feature supports higher memory …

Energy minimization with loop fusion and multi-functional-unit scheduling for multidimensional DSP

M Qiu, EHM Sha, M Liu, M Lin, S Hua… - Journal of Parallel and …, 2008 - Elsevier
Energy saving is becoming one of the major design issues in processor architectures with
multiple functional units (FUs). Nested loops are usually the most critical part in multimedia …

Energy-aware data allocation and task scheduling on heterogeneous multiprocessor systems with time constraints

Y Wang, K Li, H Chen, L He, K Li - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
In this paper, we address the problem of energy-aware heterogeneous data allocation and
task scheduling on heterogeneous multiprocessor systems for real-time applications. In a …