@article {17738,
	title = {Towards Self-adaptive KPN Applications on NoC-based MPSoCs},
	journal = {Advances in Software Engineering},
	volume = {2012},
	year = {2012},
	month = {September},
	pages = {16 pages},
	abstract = {Self-adaptivity is the ability of a system to adapt itself dynamically to internal and external changes. Such a capability helps systems to meet the performance and quality goals, while judiciously using available resources. In this paper, we propose a framework to implement application level self-adaptation capabilities in KPN applications running on NoC-based MPSoCs. The monitor-controller-adapter mechanism is used at the application level. The monitor measures various parameters to check whether the system meets the assigned goals. The controller takes decisions to steer the system towards the goal, which are applied by the adapters. The proposed framework requires minimal modifications to the application code and offers ease of integration. It incorporates a generic adaptation controller based on fuzzy logic. We present the MJPEG encoder as a case study to demonstrate the effectiveness of the approach. Our results show that even if the parameters of the fuzzy controller are not tuned optimally, the adaptation convergence is achieved within reasonable time and error limits. Moreover, the incurred steady-state overhead due to the framework is 4\% for average frame-rate, 3.5\% for average bit-rate, and 0.5\% for additional control data introduced in the network.},
	keywords = {kahn process networks (KPN), network-on-chip (NoC), quality of service (QoS), self-adaptivity},
	doi = {http://dx.doi.org/10.1155/2012/172674},
	author = {Derin, Onur and Ramankutty, Prasanth Kuncheerat and Meloni, Paolo and Cannella, Emanuele}
}
@conference {17740,
	title = {Towards an ESL design framework for adaptive and fault-tolerant MPSoCs: MADNESS or not?},
	booktitle = {Embedded Systems for Real-Time Multimedia (ESTIMedia), 2011 9th IEEE Symposium on},
	year = {2011},
	abstract = {The MADNESS project aims at the definition of innovative system-level design methodologies for embedded MP-SoCs, extending the classic concept of design space exploration in multi-application domains to cope with high heterogeneity, technology scaling and system reliability. The main goal of the project is to provide a framework able to guide designers and researchers to the optimal composition of embedded MPSoC architectures, according to the requirements and the features of a given target application field. The proposed approach will tackle the new challenges, related to both architecture and design methodologies, arising with the technology scaling, the system reliability and the ever-growing computational needs of modern applications. The methodologies proposed with this project act at different levels of the design flow, enhancing the state-of-the art with novel features in system-level synthesis, architectural evaluation and prototyping. Support for fault resilience and efficient adaptive runtime management is introduced at hardware and middleware level, and considered by the system-level synthesis as one of the optimization factors to be taken into account. This paper presents the first stable results obtained in the MADNESS project, already demonstrating the effectiveness of the proposed methods.},
	keywords = {adaptive MPSoC, adaptive runtime management, computer architecture, embedded MPSoC architectures, emulation, ESL design framework, fault resilience, fault tolerance, fault tolerant MPSoC, field programmable gate arrays, hardware, integrated circuit reliability, libraries, MADNESS project, middleware, multiprocessing systems, network synthesis, program processors, system level design methodologies, system level synthesis, system reliability, system-on-chip (SoC)},
	doi = {10.1109/ESTIMedia.2011.6088518},
	author = {Cannella, Emanuele and Di Gregorio, Lorenzo and Fiorin, Leandro and Lindwer, Menno and Meloni, Paolo and Neugebauer, Olaf and Pimentel, Andy}
}
