Title :
CyberPhysical-System-On-Chip (CPSoC): A self-aware MPSoC paradigm with cross-layer virtual sensing and actuation
Author :
Sarma, S. ; Dutt, N. ; Gupta, P. ; Venkatasubramanian, N. ; Nicolau, A.
Author_Institution :
Dept. of Comput. Sci., Univ. of California Irvine, Irvine, CA, USA
Abstract :
Cyber-physical systems (CPSs) are physical and engineered systems whose operations are monitored, coordinated, controlled, and integrated by a computing, control, and communication core. We propose Cyberphysical-System-on-Chip (CPSoC), a new class of sensor and actuator-rich multiprocessor systems-on-chip (MPSoCs), that augment MPSoCs with additional on-chip and cross-layer sensing and actuation capabilities to enable self-awareness within the observe-decide-act (ODA) paradigm. Unlike traditional MPSoC designs, CPSoC differs primarily on the co-design of computing-communication-control (C3) systems that interacts with the physical environment in real-time in order to adapt system behavior so as to dynamically react to environmental changes while achieving overall design goals. We illustrate CPSoC´s potential through a virtual sensor network that accurately estimates run-time power for variability affected subsystems using noisy thermal sensors in improving system goals and Quality-of-Service (QoS).
Keywords :
multiprocessing systems; quality of service; system-on-chip; C3; CPSoC; ODA; QoS; actuation; actuator-rich multiprocessor systems-on-chip; computing-communication-control systems codesign; cross-layer virtual sensing; cyberphysical-system-on-chip; noisy thermal sensors; observe-decide-act paradigm; quality-of-service; run-time power; self-aware MPSoC paradigm; virtual sensor network; Computer architecture; Noise measurement; System-on-chip; Temperature measurement; Temperature sensors; Adaptive Computing; Cross-Layer Approach; Cyber Physical Systems; CyberPhysical-System-On-Chip (CPSoC); MPSoC; Self-Aware Computing;
Conference_Titel :
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2015
Conference_Location :
Grenoble
Print_ISBN :
978-3-9815-3704-8