Explore the words cloud of the SAGE-CPSoC project. It provides you a very rough idea of what is the project "SAGE-CPSoC" about.
The following table provides information about the project.
Coordinator |
TECHNISCHE UNIVERSITAET WIEN
Organization address contact info |
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 |
Take a look of project's partnership.
# | ||||
---|---|---|---|---|
1 | TECHNISCHE UNIVERSITAET WIEN | AT (WIEN) | coordinator | 261˙208.00 |
2 | THE REGENTS OF THE UNIVERSITY OF CALIFORNIA | US (OAKLAND CA) | partner | 0.00 |
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.
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 Mück, 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 Chip— 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.