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SAGE-CPSoC

Self-Aware CPSoCs with Hierarchical Goal Management

Total Cost €

EC-Contrib. €

Partnership

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Outcomes and
results

SAGE-CPSoC project word cloud

Explore the words cloud of the SAGE-CPSoC project. It provides you a very rough idea of what is the project "SAGE-CPSoC" about.

chip layers uci scenarios position utilizing career tu first capability socs overlapping architecture researcher cyber gain solid learning thorough skills competing systematic irvine training tuw basis constitute single centralized strategy compiler self spend significance competent disciplines wien sensor soc academia platform online contradicting stepping orchestration hgm actuator tend supervisory stones sub arbiter cpsoc groups theory physical establishing hierarchy fellow science multiprocessor machine emerge explored uc considering critical arbitrary cognitive basic goals reinforce hierarchical cooperation he

Project "SAGE-CPSoC" data sheet

The following table provides information about the project.

Coordinator	TECHNISCHE UNIVERSITAET WIEN Organization address address: KARLSPLATZ 13 city: WIEN postcode: 1040 website: www.tuwien.ac.at contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.
Coordinator Country	Austria [AT]
Project website	https://www.researchgate.net/project/Self-Aware-CPSoCs-with-Hierarchical-Goal-Management
Total cost	261˙208 €
EC max contribution	261˙208 € (100%)
Programme	1. H2020-EU.1.3.2. (Nurturing excellence by means of cross-border and cross-sector mobility)
Code Call	H2020-MSCA-IF-2015
Funding Scheme	MSCA-IF-GF
Starting year	2016
Duration (year-month-day)	from 2016-09-01 to 2019-08-31

Partnership

Take a look of project's partnership.

#	participants	country	role	EC contrib. [€]
1	TECHNISCHE UNIVERSITAET WIEN TECHNISCHE UNIVERSITAET WIEN Organization address address: KARLSPLATZ 13 city: WIEN postcode: 1040 website: www.tuwien.ac.at contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	AT (WIEN)	coordinator	261˙208.00
2	THE REGENTS OF THE UNIVERSITY OF CALIFORNIA THE REGENTS OF THE UNIVERSITY OF CALIFORNIA Organization address address: FRANKLIN STREET 1111, 12 FLOOR city: OAKLAND CA postcode: 94607 website: http://www.universityofcalifornia.edu/ contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	US (OAKLAND CA)	partner	0.00

Map

Project objective

SoCs (System-on-Chip) constitute the basis of embedded systems, are highly complex and require thorough orchestration of different goals across operating system, compiler and architecture layers. State-of-the-art approaches tend to focus on a single aspect, while other critical objectives are neglected. There is no centralized arbiter that considers the priority and significance of objectives and requirements of each application, as the objectives of different applications may be overlapping or contradicting.

The main research objective of this project is to propose a self-aware SoC platform with hierarchical goal management (HGM). To the best of the fellow's knowledge, this project is the first systematic approach to manage SoCs considering an arbitrary number of objectives in a complex hierarchy of competing goals and sub-goals. To this end, Cyber-Physical System-on-Chip (CPSoC), a sensor- and actuator-rich multiprocessor SoC platform developed at UC Irvine (UCI), will be used in cooperation with the UCI and TU Wien (TUW) groups. The stepping stones towards this approach will be explored in the disciplines of control theory and cognitive science by utilizing supervisory control, self-awareness, and machine learning methods.

The fellow will spend two years at UCI to gain a solid understanding of hierarchical control systems and develop the basic concepts of HGM on the CPSoC platform in cooperation with TUW. Then, he will spend the third year at TUW to further develop the concepts, reinforce the system with self-awareness and online learning, and apply them in application scenarios. At TUW, he will gain a solid understanding and undertake high-level training in cognitive science while exploiting it to enhance the management strategy. This enables him to emerge from the project with new skills, and the capability to develop his career by establishing a unique position in the academia, as a competent researcher in the field of embedded and cyber-physical systems.

Publications

List of publications.
year	authors and title	journal	last update
2019	Biswadip Maity; Majid Shoushtari; Amir M. Rahmani Self-adaptive Memory Approximation: A Formal Control Theory Approach published pages: , ISSN: 1943-0663, DOI: 10.5281/zenodo.3519444	IEEE Embedded Systems Letters 3	2020-01-29
2019	Arman Anzanpour, Humayun Rashid, Amir M. Rahmani, Axel Jantsch, Nikil Dutt, Pasi Liljeberg Energy-efficient and Reliable Wearable Internet-of-Things through Fog-Assisted Dynamic Goal Management published pages: 493-500, ISSN: 1877-0509, DOI: 10.1016/j.procs.2019.04.067	Procedia Computer Science 151	2020-01-29
2017	Axel Jantsch, Nikil Dutt, Amir Rahmani Self-Awareness in Systems on Chip - A Survey published pages: , ISSN: 2168-2364, DOI: 10.5281/zenodo.1488205	IEEE Design & Test	2020-01-29
2018	Anil Kanduri, Mohammad-Hashem Haghbayan, Amir M. Rahmani, Muhammad Shafique, Pasi Liljeberg, Axel Jantsch adBoost: Thermal Aware Performance Boosting through Dark Silicon Patterning published pages: , ISSN: 1557-9956, DOI: 10.5281/zenodo.1488350	IEEE Transactions on Computers	2020-01-29
2017	Amir Rahmani, Axel Jantsch, Nikil Dutt HDGM: Hierarchical Dynamic Goal Management for Many-Core Resource Allocation published pages: , ISSN: 1943-0671, DOI: 10.5281/zenodo.1486400	IEEE Embedded System Letters	2020-01-29
2017	Anil Kanduri, Mohammad-Hashem Haghbayan, Amir M. Rahmani, Pasi Liljeberg, Axel Jantsch, Hannu Tenhunen, Nikil Dutt Accuracy Aware Power Management for Many-core Systems running Error Resilient Applications published pages: , ISSN: 1557-9999, DOI: 10.5281/zenodo.1488336	IEEE Transactions on Very Large Scale Integration Systems	2020-01-29
2018	Tiago MÃ¼ck, Bryan Donyanavard, Kasra Moazzemi, Amir M. Rahmani, Axel Jantsch, Nikil Dutt Design Methodology for Responsive and Robust MIMO Control of Heterogeneous Multicores published pages: , ISSN: 2332-7766, DOI: 10.5281/zenodo.1488342	IEEE Transactions on Multi-Scale Computing Systems	2020-01-29
2017	Anil Kanduri, Mohammad-Hashem Haghbayan, Amir M. Rahmani, Pasi Liljeberg, Axel Jantsch, Hannu Tenhunen, Nikil Dutt Accuracy-Aware Power Management for Many-Core Systems Running Error-Resilient Applications published pages: 2749-2762, ISSN: 1063-8210, DOI: 10.1109/TVLSI.2017.2694388	IEEE Transactions on Very Large Scale Integration (VLSI) Systems 25/10	2020-01-29
2017	Amir M. Rahmani, Axel Jantsch, Nikil Dutt HDGM: Hierarchical Dynamic Goal Management for Many-Core Resource Allocation published pages: 1-1, ISSN: 1943-0663, DOI: 10.1109/LES.2017.2751522	IEEE Embedded Systems Letters	2020-01-29
2017	Axel Jantsch, Nikil Dutt, Amir M. Rahmani Self-Awareness in Systems on Chipâ€” A Survey published pages: 8-26, ISSN: 2168-2356, DOI: 10.1109/MDAT.2017.2757143	IEEE Design & Test 34/6	2020-01-29

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The information about "SAGE-CPSOC" are provided by the European Opendata Portal: CORDIS opendata.