Publications

210 entries « 1 of 11 »
1.

Shail Dave; Tony Nowatzki; Aviral Shrivastava

Explainable-DSE: An Agile and Explainable Exploration of Efficient HW/SW Codesigns of Deep Learning Accelerators Using Bottleneck Analysis Inproceedings

In: Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2024, (Won Silver Medal at ACM SIGBED Student Research Competition).

BibTeX | Tags: Accelerated Computing, Machine Learning, Machine Learning Accelerators

2.

Yi Hu; Chaoran Zhang; Edward Andert; Harshul Singh; Aviral Shrivastava; James Laudon; Yanqi Zhou; Bob Iannucci; Carlee Joe-Wong

GiPH: Generalizable Placement Learning for Adaptive Heterogeneous Computing Inproceedings

In: Proceedings of the Sixth Conference on Machine Learning and Systems (MLSys), 2023.

BibTeX | Tags: Accelerated Computing, Machine Learning, Machine Learning Accelerators, Real-Time Systems

3.

Matthew Szeto

B-AWARE: Blockage Aware RSU Scheduling for 5G Enabled Autonomous Vehicles Masters Thesis

Arizona State University, 2023.

BibTeX | Tags: Intelligent Transportation, Intersection Management | Links:

4.

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

Learning-Oriented Reliability Improvement of Computing Systems From Transistor to Application Level Inproceedings

In: Proceedings of the 26th International Conference on Design Automation and Test in Europe (DATE), 2023.

BibTeX | Tags: Efficient Embedded Computing, Error Correction, Error Resilience, Machine Learning, Machine Learning Accelerators, Soft Error | Links:

5.

Sanggu Park; Edward Andert; Aviral Shrivastava

Blame-Free Motion Planning in Hybrid Traffic Journal Article

In: IEEE Transactions on Intelligent Vehicles, pp. 1-10, 2023.

BibTeX | Tags: Intelligent Transportation, Intersection Management | Links:

6.

Moslem Didehban; Hwisoo So; Prudhvi Gali; Aviral Shrivastava; Kyoungwoo Lee

Generic Soft Error Data and Control Flow Error Detection by Instruction Duplication Journal Article

In: IEEE Transactions on Dependable and Secure Computing, vol. 1, pp. 1-16, 2023.

Abstract | BibTeX | Tags: Error Resilience, Soft Error | Links:

7.

Aviral Shrivastava; Xiaobo Sharon Hu

Report on the 2022 Embedded Systems Week (ESWEEK) Journal Article

In: IEEE Design & Test, vol. 40, iss. 1, pp. 108-111, 2023.

Abstract | BibTeX | Tags: Accelerated Computing, CPS, Efficient Embedded Computing, Error Resilience, Machine Learning Accelerators, Real-Time Systems | Links:

8.

Quoc Long Vinh Ta

COMSAT: Modified Modulo Scheduling Techniques for Acceleration on Unknown Trip Count and Early Exit Loops Masters Thesis

Arizona State University, 2022.

BibTeX | Tags: Accelerated Computing, CGRA | Links:

9.

Edward Andert; Aviral Shrivastava

Accurate Cooperative Sensor Fusion by Parameterized Covariance Generation for Sensing and Localization Pipelines in CAVs Inproceedings

In: Proceedings of the IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), IEEE 2022.

BibTeX | Tags: Intelligent Transportation | Links:

10.

Jinhyo Jung; Yohan Ko; Hwisoo So; Kyoungwoo Lee; Aviral Shrivastava

Root cause analysis of soft-error-induced failures from hardware and software perspectives Journal Article

In: Journal of Systems Architecture (JSA), 2022.

BibTeX | Tags: Error Resilience, Soft Error | Links:

11.

Hwisoo So; Moslem Didehban; Yohan Ko; Aviral Shrivastava; Kyoungwoo Lee

EXPERTISE: An Effective Software-level Redundant Multithreading Scheme against Hardware Faults Journal Article

In: ACM Transactions on Architecture and Code Optimization (TACO), 2022.

BibTeX | Tags: Error Correction, Error Resilience, Soft Error | Links:

12.

Shail Dave; Aviral Shrivastava

Efficient Processing of Sparse and Compact DNN Models on Hardware Accelerators: Survey and Insights Workshop

In Annual Workshop on Sparsity in Neural Networks (SparseNN), 2022.

BibTeX | Tags: | Links:

13.

Sanggu Park

Blame-Free Motion Planning in Hybrid Traffic Masters Thesis

Arizona State University, 2022.

BibTeX | Tags: Intelligent Transportation, Intersection Management | Links:

14.

Shail Dave; Alberto Marchisio; Muhammad Abdullah Hanif; Amira Guesmi; Aviral Shrivastava; Ihsen Alouani; Muhammad Shafique

Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML Systems Inproceedings

In: Proceedings of the 2022 IEEE 40th VLSI Test Symposium (VTS), 2022.

Abstract | BibTeX | Tags: Accelerated Computing, Efficient Embedded Computing, Error Resilience, Machine Learning, Machine Learning Accelerators, Soft Error | Links:

15.

Christian Cunningham

Making a Real-Time Operating System for the Raspberry Pi 2B Bachelor Thesis

Arizona State University, 2022.

BibTeX | Tags: Real-Time Systems | Links:

16.

Mahesh Balasubramanian; Aviral Shrivastava

PathSeeker: A Fast Mapping Algorithm for CGRAs Inproceedings

In: Proceedings of the 25th International Conference on Design Automation and Test in Europe (DATE), 2022.

BibTeX | Tags: Accelerated Computing, CGRA | Links:

17.

Po-Yu Huang; Kai-Wei Liu; Zong-Lun Li; Sanggu Park; Edward Andert; Chung-Wei Lin; Aviral Shrivastava

Compatibility Checking for Autonomous Lane-Changing Assistance Systems Inproceedings

In: Proceedings of the 25th International Conference on Design Automation and Test in Europe (DATE), 2022.

BibTeX | Tags: Intelligent Transportation, Intersection Management | Links:

18.

Mohammad Khayatian; Aviral Shrivastava; Mohammadreza Mehrabian

Systems and methods for intersection management of connected autonomous vehicles Patent

2022.

BibTeX | Tags: Intelligent Transportation, Intersection Management | Links:

19.

Shail Dave; Aviral Shrivastava

Design Space Description Language for Automated and Comprehensive Exploration of Next-Gen Hardware Accelerators Workshop

Workshop on Languages, Tools, and Techniques for Accelerator Design (LATTE), 2022, (co-located with ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS).).

Abstract | BibTeX | Tags: Accelerated Computing, CGRA, Machine Learning, Machine Learning Accelerators | Links:

20.

Mohammad Khayatian; Mohamamdreza Mehrabian; Edward Andert; Reese Grimsley; Kyle Liang; Yi Hu; Ian McCormack; Carlee Joe-Wong; Jonathan Aldrich; Bob Iannucci; Aviral Shrivastava

Plan B - Design Methodology for Cyber-Physical Systems Robust to Timing Failure Journal Article

In: ACM Transactions on Cyber Physical Systems (TCPS), 2022.

BibTeX | Tags: CPS, Timing in Cyber-Physical Systems | Links:

210 entries « 1 of 11 »