Arun K Somani

Title(s):

Anson Marston Distinguished Professor, Phillip and Virginia Sproul Professor, Senior Associate Dean

Office

4100 Marston
533 Morrill Rd.
Ames, IA 500112103

Information

Education

Ph.D. in Electrical Engineering, September 1985, McGill University, Montreal, Canada

MSEE in Electrical Engineering, September 1983, McGill University, Montreal, Canada

M.Tech. in Computer Engineering, August 1979, Indian Institute of Technology, Delhi, India

B. E. (Hons.) in Electronics Engineering, June 1973, B. I. T. S., Pilani, India

Research Areas

Core Area(s): Computing and networking systems

Department’s Strategic Area(s): Cyber infrastructure

Additional Information

Life Fellow of IEEE; Fellow of AAAS; Distinguished Engineer of ACM; Eminent Engineer, Tau Beta Phi; Fulbright Specialist; IEEE Distinguished Visitor; Distinguish Alumnus, BITS, Pilani.

Publications

Google Scholar Profile: https://scholar.google.com/citations?user=SYZ5R-8AAAAJ

  • K. T. Chitty-Venkata, Y. Bian, M. Emani, V. Vishwanath and A. K. Somani, “Differentiable Neural Architecture, Mixed Precision and Accelerator Co-search,” in IEEE Access, 2023, DOI: 10.1109/ACCESS.2023.3320133.

  • K. T. Chitty-Venkata, Y. Bian, M. Emani, V. Vishwanath and A. K. Somani, “Differentiable Neural Architecture, Mixed Precision and Accelerator Co-search,” in IEEE Access, 2023, DOI: 10.1109/ACCESS.2023.3320133.

  • K. T. Chitty-Venkata, Emani, M., Vishwanath, V., and A. K. Somani, “Neural architecture search Benchmarks: Insights and Survey: A survey,” Jan 2023, IEEE Access PP(99):1-1, DOI: 10.1109/ACCESS.2023.3253818.

  • Krishna Teja Chitty-Venkata, Emani, M., Vishwanath, V., and A.K. Somani, “Neural architecture search for transformers: A survey,” IEEE Access, 2022, 10:1109/Access.2022.3212767.

  • Sander-Frigau Matthias, Tianyi Zhang, Hongwei Zhang, Ahmed E. Kamal, and Arun K. Somani, “Physical Wireless Resource Virtualization for Software-Defined Whole-Stack Slicing,” in the Proceedings of IEEE International Conference on Network Softwarization, held on 28 June – 2 July, 2021. Best Paper Award winner.

  • A. K. Somani, A. Mundra, R. Doss, and S. Bhattachraya (Eds.), “Smart Systems: Innovations in Computing, Proceeding of SSIC 2021,” ISBN 978-981-16-2876-4, August 2021.

  • R. Yelaswarapu and A. K. Somani, “Addressing multiple bit/symbol errors in DRAM,” in PeerJ Computer Science journal 7:e359. Jan 2021, https://doi.org/10.7717/peerj-cs.359.

  • Teng Wang, Ye Zhao, Jiawei Wang, Arun K. Somani, Changyin Sun, “Attention-Based Road Registration for GPS-Denied UAS Navigation,” IEEE Transactions on Neural Networks and Learning Systems, Print ISSN: 2162-237X Online ISSN: 2162-2388 Digital Object Identifier: 10.1109/TNNLS.2020.3015660. Published in Vol. 432(4). April 2021.

  • Krishna Teja and A. K. Somani, “Array Aware Training/Pruning: Methods for Efficient Forward Propagation on Array-based Neural Network Accelerators,” in Proceedings of the 31st IEEE International Conference on Application Specific Systems (ASAP), Architectures and Processors, July 2020, 8 pages.

  • Teng Wang and Arun K. Somani,”Aerial-DEM Geolocalization for GPS-Denied UAS Navigation,” Machine Vision and Applications, 2019, 31, 3 (2020) doi:10.1007/s00138-019-01052-6.

  • A. K. Somani, “Reliability of Redundant Fault Tolerant Systems,” J. Webster (ed.), Wiley Encyclopedia of Electrical and Electronics Engineering. John Wiley & Sons, Inc, 2019, DOI: 10.1002/047134608X.W6413.pub2.
  • C. J. Kleinheksel and A. K. Somani, “Enhancing Fault Tolerance and Resource Utilization in Unidirectional Quorum-based Cycle Routing,” IEEE/ACM Transactions on Networking, 2018. DOI:10.1109/TNET.2018.2811386, 14 pages, March 2018.

  • C. J. Kleinheksel and A. K. Somani, “Efficient Distributed All-Pairs Algorithms: Management using Optimal Cyclic Quorums,” IEEE Transactions on Parallel and Distributed Systems, 2017, Volume 29 (2), pp. 391-404, DOI10.1109/TPDS.2017.2707417.

  • Parijat Shukla and Arun K. Somani, “Tree Matching on Parallel Machines using Data Shaping,” in Proc. of Services Transactions on Big Data (STBD, ISSN: 2326-442X), 2018.

  • Pratik Mishra and A. K. Somani, ”Host Managed Contention Avoidance Storage Solutions for Big Data,” in Journal of Big Data Systems, Springer Nature, 2017, 4:18. DOI 10.1186/s40537-017-0080-9.

  • P. Lakhawat and A. K. Somani, “A Clustering-based Prediction Scheme for High Utility Itemsets,” in Proceedings of International Conference on Knowledge Discovery and Information Retrieval, paper number KDIR17-RP-46, Portugal, Nov. 2017.

  • N. D. P. Avirneni and A. K. Somani, “Managing contamination delay to improve Timing Speculation architectures,” Peer J. Computer Science, August 2016.

  • N. D. P. Avirneni, P. K. Ramesh, and A. K. Somani, “Utilization aware Power Management in Reliable and Aggressive Chip Multi Processors,” IEEE Transactions on Computers, Volume: 65(3), 2016, pp. 979-991.  DOI: 10.1109/TC.2015.2439277.

  • Teng Wang, K. Celik, and A. K. Somani, “Characterization of mountain drainage patterns for GPS-denied UAS navigation augmentation,” Machine Vision and Applications, 2016, Volume 27 (1), pp 87-101, DOI: 10.1007/s00138-015-0723-9.

  • N. D. P. Avirneni and A. K. Somani, “Countering power analysis attacks using Reliable and Aggressive Designs,” IEEE Transactions on Computers, pp. 1408-1420, 63(6), 2014, DOI: 10.1109/TC.2013.9.

Primary Strategic Research Area

Secure Cyberspace & Autonomy

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