Publications

@inproceedings{Ranjbar2023DATE,

title = {Learning-Oriented Reliability Improvement of Computing Systems From Transistor to Application Level},

author = {Behnaz Ranjbar and Florian Klemme and Paul R. Genssler and Hussam Amrouch and Jinhyo Jung and Shail Dave and Hwisoo So and Kyongwoo Lee and Aviral Shrivastava and Ji-Yung Lin and Pieter Weckx and Subrat Mishra and Francky Catthoor and Dwaipayan Biswas and Akash Kumar},

url = {https://mpslab-asu.github.io/publications/papers/Ranjbar2023DATE.pdf, paper

https://mpslab-asu.github.io/publications/slides/Ranjbar2023DATE.pptx, slides},

year  = {2023},

date = {2023-04-17},

urldate = {2023-04-17},

booktitle = {Proceedings of the 26th International Conference on Design Automation and Test in Europe (DATE)},

keywords = {Efficient Embedded Computing, Machine Learning Accelerator Design, Reliability},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Dave2022VTS,

title = {Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML Systems},

author = {Shail Dave and Alberto Marchisio and Muhammad Abdullah Hanif and Amira Guesmi and Aviral Shrivastava and Ihsen Alouani and Muhammad Shafique},

url = {https://mpslab-asu.github.io/publications/papers/Dave2022VTS.pdf, pdf

https://mpslab-asu.github.io/publications/slides/Dave2022VTS.pptx, slides},

year  = {2022},

date = {2022-04-25},

urldate = {2022-04-25},

booktitle = {Proceedings of the 2022 IEEE 40th VLSI Test Symposium (VTS)},

abstract = {The real-world use cases of Machine Learning (ML) have exploded over the past few years. However, the current computing infrastructure is insufficient to support all real-world applications and scenarios. Apart from high efficiency requirements, modern ML systems are expected to be highly reliable against hardware failures as well as secure against adversarial and IP stealing attacks. Recent developments have also highlighted various privacy concerns. Towards trustworthy ML systems, in this work we highlight different challenges faced by the embedded systems community towards enabling efficient,

dependable and secure deployment of ML. To address these challenges, we present an agile design methodology to generate efficient, reliable and secure ML systems based on user-defined constraints and objectives.},

keywords = {Efficient Embedded Computing, Machine Learning Accelerator Design, Reliability},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{PiotrVLSI2012,

title = {Design of an RNS Reverse Converter for a New Five-Moduli Special Set},

author = {Piotr Patronik and Krzysztof Berezowski and Janusz Biernat and Stanislaw J Piestrak and Aviral Shrivastava},

url = {https://mpslab-asu.github.io/publications/papers/Patronik2014GLSVLSI.pdf},

year  = {2012},

date = {2012-01-01},

urldate = {2012-01-01},

pages = {67-70},

publisher = {Proceedings of the great lakes symposium on VLSI},

keywords = {Efficient Embedded Computing},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{MylavarapuDATE2009,

title = {FSAF: File system aware flash translation layer for NAND Flash Memories},

author = {Sai Krishna Mylavarapu and Siddharth Choudhuri and Aviral Shrivastava and Jongeun Lee and T Givargis},

url = {https://mpslab-asu.github.io/publications/papers/Mylavarapu2009DATE.pdf

https://mpslab-asu.github.io/publications/slides/Mylavarapu2009DATE.ppt},

year  = {2009},

date = {2009-01-01},

booktitle = {Design, Automation Test in Europe Conference Exhibition (DATE)},

note = {ISSN 1530-1591},

keywords = {Efficient Embedded Computing},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{ParkDATE2008,

title = {Hiding cache miss penalty using priority-based execution for embedded processors},

author = {Sanghyun Park and Aviral Shrivastava and Yunheung Paek},

year  = {2008},

date = {2008-01-01},

booktitle = {DATE '08: Proceedings of the conference on Design, automation and test in Europe},

note = {ISBN 978-3-9810801-3-1},

keywords = {Efficient Embedded Computing},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{ShrivastavaDAC2008,

title = {A compiler-in-the-loop framework to explore horizontally partitioned cache architectures},

author = {Aviral Shrivastava and Ilya Issenin and Nikil Dutt},

url = {https://mpslab-asu.github.io/publications/papers/Shrivastava2008ASPDAC.pdf

https://mpslab-asu.github.io/publications/slides/Shrivastava2008ASPDAC.ppt},

year  = {2008},

date = {2008-01-01},

booktitle = {ASP-DAC '08: Proceedings of the conference on Asia and South Pacific design automation},

pages = {328-333},

note = {ISBN 978-1-4244-1922-7},

keywords = {Efficient Embedded Computing},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{MisraICC2007,

title = {Robust Localization in Wireless Sensor Networks through the Revocation of Malicious Anchors},

author = {Satyajayant Misra and Guoliang Xue and Aviral Shrivastava},

url = {https://mpslab-asu.github.io/publications/papers/Misra2007ICC.pdf

https://mpslab-asu.github.io/publications/slides/Misra2007ICC.ppt},

year  = {2007},

date = {2007-01-01},

booktitle = {ICC '07. IEEE International Conference on Communications},

pages = {3057-3062},

keywords = {Efficient Embedded Computing},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{ShrivastavaTECHCONSRC2005,

title = {Compiler-in-the-Loop ADL-driven Early Architectural Exploration},

author = {Aviral Shrivastava and Nikil Dutt and Alexandru Nicolau and Eugene Earlie},

url = {https://mpslab-asu.github.io/publications/papers/Shrivastava2005TECHCON.pdf

https://mpslab-asu.github.io/publications/slides/Shrivastava2005TECHCON.ppt},

year  = {2005},

date = {2005-01-01},

booktitle = {TECHCON 2005: Semiconductor Research Corporation},

keywords = {Efficient Embedded Computing},

pubstate = {published},

tppubtype = {inproceedings}

}