A Neural Networks Based Approach for the Real-Time Scheduling of Reconfigurable Embedded Systems with Minimization of Power Consumption

被引：0

作者：

Rehaiem, Ghofrane ^{[1
]}

Gharsellaoui, Hamza ^{[2
]}

Ben Ahmed, Samir ^{[1
]}

机构：

[1] Tunis El Manar Univ, Fac Math Phys & Nat Sci Tunis FST, Tunis, Tunisia

[2] Carthage Univ, Natl Engn Sch Carthage, Tunis, Tunisia

来源：

2016 IEEE/ACIS 15TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE (ICIS) | 2016年

关键词：

Optimization; Neural Networks; Real-Time Scheduling; Low-Power Consumption;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

While most embedded systems are designed for real-time applications, they suffer from resource constraints. Many techniques have been proposed for real-time task scheduling to reduce energy consumption. A combination of Dynamic Voltage Scaling (DVS) and feedback scheduling can be used to scale dynamically the frequency by adjusting the operating voltage, and to improve the run-time reliability of embedded systems. We present in this paper a novel hybrid contribution that handles real-time scheduling of embedded systems and low power consumption based on the combination of DVS and Neural Feedback Scheduling NFS with the priority-energy earliest-deadline-first (PEDF) algorithm.

引用

页码：313 / 318

页数：6

共 50 条

[21] Scheduling of Real-Time Embedded Systems under Reliability and Power Constraints
Assayad, Ismail
Girault, Alain
Kalla, Hamoudi
PROCEEDINGS OF 2012 INTERNATIONAL CONFERENCE ON COMPLEX SYSTEMS (ICCS12), 2012, : 329 - 334
[22] An approach for pre-runtime scheduling in embedded hard real-time systems with power constraints
Tavares, E
Barreto, R
Oliveira, M
Maciel, P
Neves, M
Lima, R
16TH SYMPOSIUM ON COMPUTER ARCHITECTURE AND HIGH PERFORMANCE COMPUTING, PROCEEDINGS, 2004, : 188 - 195
[23] Power-conscious scheduling for real-time embedded systems design
Shin, Y
Choi, K
Sakurai, T
VLSI DESIGN, 2001, 12 (02) : 139 - 150
[24] Real-time Scheduling Of Sporadic Tasks In Energy Harvesting Distributed Reconfigurable Embedded Systems
Housseyni, Wiem
Mosbahi, Olfa
Khalgui, Mohamed
Chetto, Maryline
2016 IEEE/ACS 13TH INTERNATIONAL CONFERENCE OF COMPUTER SYSTEMS AND APPLICATIONS (AICCSA), 2016,
[25] Decoupled scheduling approach for distributed real-time embedded automotive systems
Jiang, Shengbing
PROCEEDINGS OF THE 12TH IEEE REAL-TIME AND EMBEDDED TECHNOLOGY AND APPLICATIONS SYMPOSIUM, 2006, : 191 - 198
[26] Petri net based design of reconfigurable embedded real-time systems
Rust, C
Stappert, F
Bernhardi-Grisson, R
DESIGN AND ANALYSIS OF DISTRIBUTED EMBEDDED SYSTEMS, 2002, 91 : 41 - 50
[27] Scheduling Issues in Embedded Real-Time Systems
Ramanathan, Parmesh
2014 27TH INTERNATIONAL CONFERENCE ON VLSI DESIGN AND 2014 13TH INTERNATIONAL CONFERENCE ON EMBEDDED SYSTEMS (VLSID 2014), 2014, : 2 - 2
[28] Scheduling problems in embedded real-time systems
Shestov, Petr
Kostenko, Valery
Balashov, Vasily
11TH IFAC/IEEE INTERNATIONAL CONFERENCE ON PROGRAMMABLE DEVICES AND EMBEDDED SYSTEMS (PDES 2012), 2012,
[29] Scheduling Issues in Embedded Real-Time Systems
Ramanathan, Parmesh
2015 28TH INTERNATIONAL CONFERENCE ON VLSI DESIGN (VLSID), 2015, : 16 - 16
[30] Real-time energy consumption minimization in railway networks
Montrone, Teresa
Pellegrini, Paola
Nobili, Paolo
TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, 2018, 65 : 524 - 539

← 1 2 3 4 5 →