Self-Aware CPSoCs with Hierarchical Goal Management

Project Information

SAGE-CPSoC

Grant agreement ID: 705617

DOI

10.3030/705617

Project closed

EC signature date 21 March 2016

Start date 1 September 2016

End date 31 August 2019

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost

€ 261 208,80

EU contribution

€ 261 208,80

Coordinated by

TECHNISCHE UNIVERSITAET WIEN
Austria

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Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Conference proceedings (11)

QuARK: Quality-configurable approximate STT-MRAM cache by fine-grained tuning of reliability-energy knobs

Author(s): Amir Mahdi Hosseini Monazzah, Majid Shoushtari, Seyed Ghassem Miremadi, Amir M. Rahmani, Nikil Dutt
Published in: 2017 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), Issue 1, 2017, Page(s) 1-6, ISBN 978-1-5090-6023-8
Publisher: IEEE
DOI: 10.1109/ISLPED.2017.8009198

Empowering autonomy through self-awareness in MPSoCs

Author(s): Nikil Dutt, Amir M. Rahmani, Axel Jantsch
Published in: 2017 15th IEEE International New Circuits and Systems Conference (NEWCAS), 2017, Page(s) 73-76, ISBN 978-1-5090-4991-2
Publisher: IEEE
DOI: 10.1109/NEWCAS.2017.8010108

Approximation-aware coordinated power/performance management for heterogeneous multi-cores

Author(s): Anil Kanduri, Antonio Miele, Amir M. Rahmani, Pasi Liljeberg, Cristiana Bolchini, Nikil Dutt
Published in: Proceedings of the 55th Annual Design Automation Conference on - DAC '18, 2018, Page(s) 1-6, ISBN 9781-450357005
Publisher: ACM Press
DOI: 10.1145/3195970.3195994

Quality-configurable memory hierarchy through approximation - special session

Author(s): Majid Shoushtari, Amir M. Rahmani, Nikil Dutt
Published in: Proceedings of the 2017 International Conference on Compilers, Architectures and Synthesis for Embedded Systems Companion - CASES '17, 2017, Page(s) 1-2, ISBN 9781-450351843
Publisher: ACM Press
DOI: 10.1145/3125501.3125525

Gain scheduled control for nonlinear power management in CMPs

Author(s): Bryan Donyanavard, Amir M. Rahmani, Tiago Muck, Kasra Moazemmi, Nikil Dutt
Published in: 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2018, Page(s) 921-924, ISBN 978-3-9819263-0-9
Publisher: IEEE
DOI: 10.23919/DATE.2018.8342141

Dependability evaluation of SISO control-theoretic power managers for processor architectures

Author(s): Sina Shahosseini, Kasra Moazzemi, Amir M. Rahmani, Nikil Dutt
Published in: 2017 IEEE Nordic Circuits and Systems Conference (NORCAS): NORCHIP and International Symposium of System-on-Chip (SoC), 2017, Page(s) 1-6, ISBN 978-1-5386-2844-7
Publisher: IEEE
DOI: 10.1109/NORCHIP.2017.8124983

SPECTR - Formal Supervisory Control and Coordination for Many-core Systems Resource Management

Author(s): Amir M. Rahmani, Bryan Donyanavard, Tiago Müch, Kasra Moazzemi, Axel Jantsch, Onur Mutlu, Nikil Dutt
Published in: Proceedings of the Twenty-Third International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS '18, 2018, Page(s) 169-183, ISBN 9781450349116
Publisher: ACM Press
DOI: 10.1145/3173162.3173199

Design methodologies for enabling self-awareness in autonomous systems

Author(s): Armin Sadighi, Bryan Donyanavard, Thawra Kadeed, Kasra Moazzemi, Tiago Muck, Ahmed Nassar, Amir M. Rahmani, Thomas Wild, Nikil Dutt, Rolf Ernst, Andreas Herkersdorf, Fadi Kurdahi
Published in: 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2018, Page(s) 1532-1537, ISBN 978-3-9819263-0-9
Publisher: IEEE
DOI: 10.23919/DATE.2018.8342259

Hierarchical dynamic goal management for IoT systems

Author(s): Axel Jantsch, Arman Anzanpour, Hedyeh Kholerdi, Iman Azimi, Lydia C. Siafara, Amir M. Rahmani, Nima TaheriNejad, Pasi Liljeberg, Nikil Dutt
Published in: 2018 19th International Symposium on Quality Electronic Design (ISQED), 2018, Page(s) 370-375, ISBN 978-1-5386-1214-9
Publisher: IEEE
DOI: 10.1109/ISQED.2018.8357315

SOSA - Self-Optimizing Learning with Self-Adaptive Control for Hierarchical System-on-Chip Management

Author(s): Bryan Donyanavard, Tiago Mück, Amir M. Rahmani, Nikil Dutt, Armin Sadighi, Florian Maurer, Andreas Herkersdorf
Published in: Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture - MICRO '52, 2019, Page(s) 685-698, ISBN 9781450369381
Publisher: ACM Press
DOI: 10.1145/3352460.3358312

Goal-Driven Autonomy for Efficient On-chip Resource Management: Transforming Objectives to Goals

Author(s): Elham Shamsa, Anil Kanduri, Amir M. Rahmani, Pasi Liljeberg, Axel Jantsch, Nikil Dutt
Published in: 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2019, Page(s) 1397-1402, ISBN 978-3-9819263-2-3
Publisher: IEEE
DOI: 10.23919/date.2019.8715134

Peer reviewed articles (7)

Accuracy-Aware Power Management for Many-Core Systems Running Error-Resilient Applications

Author(s): Anil Kanduri, Mohammad-Hashem Haghbayan, Amir M. Rahmani, Pasi Liljeberg, Axel Jantsch, Hannu Tenhunen, Nikil Dutt
Published in: IEEE Transactions on Very Large Scale Integration (VLSI) Systems, Issue 25/10, 2017, Page(s) 2749-2762, ISSN 1063-8210
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvlsi.2017.2694388

Self-Awareness in Systems on Chip— A Survey

Author(s): Axel Jantsch, Nikil Dutt, Amir M. Rahmani
Published in: IEEE Design & Test, Issue 34/6, 2017, Page(s) 8-26, ISSN 2168-2356
Publisher: IEEE Computer Society
DOI: 10.1109/mdat.2017.2757143

HDGM: Hierarchical Dynamic Goal Management for Many-Core Resource Allocation

Author(s): Amir M. Rahmani, Axel Jantsch, Nikil Dutt
Published in: IEEE Embedded Systems Letters, Issue 10/3, 2018, Page(s) 61-64, ISSN 1943-0663
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/les.2017.2751522

Design Methodology for Responsive and Rrobust MIMO Control of Heterogeneous Multicores

Author(s): Tiago Muck, Bryan Donyanavard, Kasra Moazzemi, Amir M. Rahmani, Axel Jantsch, Nikil Dutt
Published in: IEEE Transactions on Multi-Scale Computing Systems, Issue 4/4, 2018, Page(s) 944-951, ISSN 2332-7766
Publisher: IEEE
DOI: 10.1109/tmscs.2018.2808524

adBoost: Thermal Aware Performance Boosting Through Dark Silicon Patterning

Author(s): Anil Kanduri, Mohammad-Hashem Haghbayan, Amir M. Rahmani, Muhammad Shafique, Axel Jantsch, Pasi Liljeberg
Published in: IEEE Transactions on Computers, Issue 67/8, 2018, Page(s) 1062-1077, ISSN 0018-9340
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tc.2018.2805683

Energy-efficient and Reliable Wearable Internet-of-Things through Fog-Assisted Dynamic Goal Management

Author(s): Arman Anzanpour, Humayun Rashid, Amir M. Rahmani, Axel Jantsch, Nikil Dutt, Pasi Liljeberg
Published in: Procedia Computer Science, Issue 151, 2019, Page(s) 493-500, ISSN 1877-0509
Publisher: Elsevier
DOI: 10.1016/j.procs.2019.04.067

Self-adaptive Memory Approximation: A Formal Control Theory Approach

Author(s): Biswadip Maity, Majid Shoushtari, Amir M. Rahmani, Nikil Dutt
Published in: IEEE Embedded Systems Letters, 2019, Page(s) 1-1, ISSN 1943-0663
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/les.2019.2941018