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ORCIDArun K. Somani
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- affiliation: Iowa State University, Ames, Iowa, USA
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2020 – today
- 2023
[j88]Krishna Teja Chitty-Venkata
, Murali Emani, Venkatram Vishwanath, Arun K. Somani:
Neural Architecture Search Benchmarks: Insights and Survey. IEEE Access 11: 25217-25236 (2023)- [j87]Krishna Teja Chitty-Venkata, Arun K. Somani:
Neural Architecture Search Survey: A Hardware Perspective. ACM Comput. Surv. 55(4): 78:1-78:36 (2023) - [i12]Mubark B. Jedh, Lotfi Ben Othmane, Arun K. Somani:
Improvement and Evaluation of Resilience of Adaptive Cruise Control Against Spoofing Attacks Using Intrusion Detection System. CoRR abs/2302.00876 (2023) - [i11]Krishna Teja Chitty-Venkata, Sparsh Mittal, Murali Emani, Venkatram Vishwanath, Arun K. Somani:
A Survey of Techniques for Optimizing Transformer Inference. CoRR abs/2307.07982 (2023) - 2022
- [j86]Krishna Teja Chitty-Venkata, Murali Emani, Venkatram Vishwanath, Arun K. Somani:
Neural Architecture Search for Transformers: A Survey. IEEE Access 10: 108374-108412 (2022) - [c163]Krishna Teja Chitty-Venkata, Murali Emani, Venkatram Vishwanath, Arun K. Somani:
Efficient Design Space Exploration for Sparse Mixed Precision Neural Architectures. HPDC 2022: 265-276 - [c162]Yiming Bian, Arun K. Somani:
An Effective Two-stage Noise Training Methodology for Classification of Breast Ultrasound Images. KDIR 2022: 83-94 - 2021
- [j85]Ravikiran Yeleswarapu, Arun K. Somani:
Addressing multiple bit/symbol errors in DRAM subsystem. PeerJ Comput. Sci. 7: e359 (2021) - [j84]Teng Wang, Ye Zhao, Jiawei Wang, Arun K. Somani, Changyin Sun:
Attention-Based Road Registration for GPS-Denied UAS Navigation. IEEE Trans. Neural Networks Learn. Syst. 32(4): 1788-1800 (2021) - [c161]Krishna Teja Chitty-Venkata, Arun K. Somani:
Array-Aware Neural Architecture Search. ASAP 2021: 125-132 - [c160]Yiming Bian, Arun K. Somani:
An Efficient Systematic Approach to Find All Cyclic Quorum Sets with All-pairs Property. IEEE BigData 2021: 197-206 - [c159]Krishna Teja Chitty-Venkata, Arun K. Somani, Sreenivas Kothandaraman:
Searching Architecture and Precision for U-net based Image Restoration Tasks. ICIP 2021: 1989-1993 - [c158]Yiming Bian, Arun K. Somani:
Establishing Efficient All One-to-One Paths by Exploring Cyclic Quorum Sets. LANMAN 2021: 1-2 - [c157]Matthias Sander Frigau, Tianyi Zhang, Chen-Ye Lim, Hongwei Zhang, Ahmed E. Kamal, Arun K. Somani, Stefan Hey, Patrick S. Schnable:
A Measurement Study of TVWS Wireless Channels in Crop Farms. MASS 2021: 344-354 - [c156]Matthias Sander Frigau, Tianyi Zhang, Hongwei Zhang, Ahmed E. Kamal, Arun K. Somani:
Physical Wireless Resource Virtualization for Software-Defined Whole-Stack Slicing. NetSoft 2021: 106-114 - 2020
- [j83]Teng Wang, Arun K. Somani:
Aerial-DEM geolocalization for GPS-denied UAS navigation. Mach. Vis. Appl. 31(1-2): 3 (2020) - [c155]Krishna Teja Chitty-Venkata, Arun K. Somani:
Array Aware Training/Pruning: Methods for Efficient Forward Propagation on Array-based Neural Network Accelerators. ASAP 2020: 37-44 - [c154]Krishna Teja Chitty-Venkata, Arun K. Somani:
Calibration Data-based CNN Filter Pruning for Efficient Layer Fusion. HPCC/DSS/SmartCity 2020: 1300-1307 - [c153]Krishna Teja Chitty-Venkata, Arun K. Somani:
Model Compression on Faulty Array-based Neural Network Accelerator. PRDC 2020: 90-99 - [i10]Matthias Sander Frigau, Tianyi Zhang, Hongwei Zhang, Ahmed E. Kamal, Arun K. Somani:
Physical Wireless Resource Virtualization for Software-Defined Whole-Stack Slicing. CoRR abs/2012.12434 (2020)
2010 – 2019
- 2019
- [c152]Krishna Teja Chitty-Venkata, Arun K. Somani:
Impact of Structural Faults on Neural Network Performance. ASAP 2019: 35 - [c151]Sidharth Sharma, Aniruddha Kushwaha, Arun K. Somani, Ashwin Gumaste:
Designing Highly-Available Service Provider Networks with NFV Components. ICCCN 2019: 1-9 - [i9]Ravikiran Yeleswarapu, Arun K. Somani:
Addressing multiple bit/symbol errors in DRAM subsystem. CoRR abs/1908.01806 (2019) - 2018
- [j82]Cory J. Kleinheksel, Arun K. Somani:
Enhancing Fault Tolerance and Resource Utilization in Unidirectional Quorum-Based Cycle Routing. IEEE/ACM Trans. Netw. 26(2): 934-947 (2018) - [j81]Cory J. Kleinheksel, Arun K. Somani:
Efficient Distributed All-Pairs Algorithms: Management Using Optimal Cyclic Quorums. IEEE Trans. Parallel Distributed Syst. 29(2): 391-404 (2018) - [c150]Parijat Shukla, Arun K. Somani:
Fast Document Similarity Computations using GPGPU. KDIR 2018: 321-329 - [c149]Aniruddha Kushwaha, Deepak Kakadia, Ashwin Gumaste, Arun K. Somani:
Designing multi-layer provider networks for circular disc failures. ONDM 2018: 65-70 - [c148]Ravikiran Yeleswarapu, Arun K. Somani:
SSCMSD - Single-Symbol Correction Multi-symbol Detection for DRAM Subsystem. PRDC 2018: 15-24 - 2017
- [j80]Pratik Mishra, Arun K. Somani:
Host managed contention avoidance storage solutions for Big Data. J. Big Data 4: 18 (2017) - [c147]Rashmi Girmal, Arun K. Somani:
LowLEAC: Low Leakage Energy Architecture for Caches. DSC 2017: 288-295 - [c146]Piyush Lakhawat, Mayank Mishra, Arun K. Somani:
A Clustering based Prediction Scheme for High Utility Itemsets. KDIR 2017: 123-134 - [c145]Piyush Lakhawat, Arun K. Somani:
Adaptive Cluster Based Discovery of High Utility Itemsets. IC3K 2017: 139-163 - [c144]Venkata Kasi Viswanath Yeleswarapu, Arun K. Somani:
A Memory Efficient Parallel All-Pairs Computation Framework: Computation - Communication Overlap. PPAM (1) 2017: 443-458 - [i8]Mayank Mishra, Arun K. Somani:
On-Disk Data Processing: Issues and Future Directions. CoRR abs/1709.02718 (2017) - 2016
- [j79]Eduardo Ibanez, Steven Lavrenz, Konstantina Gkritza, Diego A. Mejia-Giraldo, Venkat Krishnan, James D. McCalley, Arun K. Somani:
Resilience and robustness in long-term planning of the national energy and transportation system. Int. J. Crit. Infrastructures 12(1/2): 82-103 (2016) - [j78]Teng Wang, Koray Çelik, Arun K. Somani:
Characterization of mountain drainage patterns for GPS-denied UAS navigation augmentation. Mach. Vis. Appl. 27(1): 87-101 (2016) - [j77]Naga Durga Prasad Avirneni, Prem Kumar Ramesh, Arun K. Somani:
Managing contamination delay to improve Timing Speculation architectures. PeerJ Comput. Sci. 2: e79 (2016) - [j76]Cory J. Kleinheksel, Arun K. Somani:
Optical quorum cycles for efficient communication. Photonic Netw. Commun. 31(2): 196-205 (2016) - [j75]Naga Durga Prasad Avirneni, Prem Kumar Ramesh, Arun K. Somani:
Utilization Aware Power Management in Reliable and Aggressive Chip Multi Processors. IEEE Trans. Computers 65(3): 979-991 (2016) - [c143]Piyush Lakhawat, Mayank Mishra, Arun K. Somani:
A Novel Clustering Algorithm to Capture Utility Information in Transactional Data. KDIR 2016: 456-462 - [c142]Cory J. Kleinheksel, Arun K. Somani:
Unidirectional Quorum-Based Cycle Planning for Efficient Resource Utilization and Fault-Tolerance. ICCCN 2016: 1-8 - [c141]Pratik Mishra, Mayank Mishra, Arun K. Somani:
Bulk I/O Storage Management for Big Data Applications. MASCOTS 2016: 412-417 - [i7]Cory J. Kleinheksel, Arun K. Somani:
Optical quorum cycles for efficient communication. CoRR abs/1608.05168 (2016) - [i6]Cory J. Kleinheksel, Arun K. Somani:
Resource efficient redundancy using quorum-based cycle routing in optical networks. CoRR abs/1608.05170 (2016) - [i5]Cory J. Kleinheksel, Arun K. Somani:
Enhancing fault tolerance capabilities in quorum-based cycle routing. CoRR abs/1608.05172 (2016) - [i4]Cory J. Kleinheksel, Arun K. Somani:
Scaling Distributed All-Pairs Algorithms: Manage Computation and Limit Data Replication with Quorums. CoRR abs/1608.05174 (2016) - [i3]Cory J. Kleinheksel, Arun K. Somani:
Unidirectional Quorum-based Cycle Planning for Efficient Resource Utilization and Fault-Tolerance. CoRR abs/1609.07781 (2016) - [i2]Naga Durga Prasad Avirneni, Prem Kumar Ramesh, Arun K. Somani:
Managing contamination delay to improve Timing Speculation architectures. PeerJ Prepr. 4: e1412 (2016) - 2015
- [j74]Sarvesh Bidkar, Ashwin Gumaste, Puneet Ghodasara, Annirudha Kushwaha, Jianping Wang, Arun K. Somani:
Scalable Segment Routing - A New Paradigm for Efficient Service Provider Networking Using Carrier Ethernet Advances. JOCN 7(5): 445-460 (2015) - [c140]Parijat Shukla, Arun K. Somani:
Tree Matching Using Data Shaping. BigData Congress 2015: 166-173 - [c139]Cory J. Kleinheksel, Arun K. Somani:
Resource efficient redundancy using quorum-based cycle routing in optical networks. ICTON 2015: 1-4 - [c138]Cory J. Kleinheksel, Arun K. Somani:
Enhancing fault tolerance capabilities in quorum-based cycle routing. RNDM@WMNC 2015: 27-33 - [i1]Naga Durga Prasad Avirneni, Prem Ramesh, Arun K. Somani:
Managing contamination delay to improve Timing Speculation architectures. PeerJ Prepr. 3: e1412 (2015) - 2014
- [j73]Naga Durga Prasad Avirneni, Arun K. Somani:
Countering Power Analysis Attacks UsingReliable and Aggressive Designs. IEEE Trans. Computers 63(6): 1408-1420 (2014) - [c137]Sarvesh Bidkar, Ashwin Gumaste, Arun K. Somani:
A scalable framework for segment routing in service provider networks: The Omnipresent Ethernet approach. HPSR 2014: 76-83 - [c136]Teng Wang, Koray Çelik, Arun K. Somani:
Characterization of Mountain Drainage Patterns for GPS-Denied UAS Navigation Augmentation. ICPR 2014: 1852-1857 - [c135]Parijat Shukla, Arun K. Somani:
Context-Aware Duplicate Detection in Semi-structured Data Streams. SERVICES 2014: 216-223 - 2013
- [j72]Koray Çelik, Arun K. Somani:
Monocular Vision SLAM for Indoor Aerial Vehicles. J. Electr. Comput. Eng. 2013: 374165:1-374165:15 (2013) - [j71]Naga Pavan Kumar Gorti, Arun K. Somani:
Reliability aware dynamic voltage and frequency scaling for improved microprocessor lifetime. ACM SIGOPS Oper. Syst. Rev. 47(3): 10-17 (2013) - 2012
- [j70]Jin-Wei Tioh, Nathan A. VanderHorn, Mani Mina, Robert J. Weber, Arun K. Somani:
Reconfigurable high-speed platform: shifting the paradigm in education, research and engineering. IEEE Commun. Mag. 50(1): 153-159 (2012) - [j69]Ashwin Gumaste, Tamal Das, Raviraj Vaishampayan, Jianping Wang, Arun K. Somani:
Extending Light-Trails to Regional Networks: Multi-hop Light-Trails (MLT) - System Design and Performance. JOCN 4(12): 1046-1061 (2012) - [j68]Naga Durga Prasad Avirneni, Arun K. Somani:
Low Overhead Soft Error Mitigation Techniques for High-Performance and Aggressive Designs. IEEE Trans. Computers 61(4): 488-501 (2012) - [c134]Lizandro D. Solano-Quinde, Brett M. Bode, Arun K. Somani:
Techniques for the parallelization of unstructured grid applications on multi-GPU systems. PMAM 2012: 140-147 - [c133]Naga Pavan Kumar Gorti, Arun K. Somani:
Thermal Aware Processor Operation Point Management. UCC 2012: 359-366 - 2011
- [j67]Ashwin Gumaste, Tamal Das, Ashish Mathew, Arun K. Somani:
An Autonomic Virtual Topology Design and Two-Stage Scheduling Algorithm for Light-Trail WDM Networks. JOCN 3(4): 372-389 (2011) - [c132]Lizandro D. Solano-Quinde, Zhi Jian Wang, Brett M. Bode, Arun K. Somani:
Unstructured grid applications on GPU: performance analysis and improvement. GPGPU 2011: 13 - [c131]Arun K. Somani, David Lastine, Suresh Sankaran:
Finding Complex Cycles through a Set of Nodes. GLOBECOM 2011: 1-5 - [c130]Onur Turkcu, Arun K. Somani:
Efficient multicasting approaches using collection-distribution networks. INFOCOM 2011: 141-145 - [c129]Arun K. Somani, Daniel Congreve:
Scheduling linear network for space and time efficiency. LANMAN 2011: 1-6 - 2010
- [c128]Onur Turkcu, Suresh Subramaniam, Arun K. Somani:
Multicast Routing in Hierarchical Optical Networks Using Collection-Distribution Networks - (An Invited Paper). BROADNETS 2010: 283-301 - [c127]David Lastine, Suresh Sankaran, Arun K. Somani:
A Fault-Tolerant Multipoint Cycle Routing Algorithm (MCRA). BROADNETS 2010: 341-360 - [c126]Arun K. Somani, David Lastine:
Determining optimal light-trail length. LANMAN 2010: 1-5
2000 – 2009
- 2009
- [c125]Ashwin Gumaste, Shakesh Jain, Arun K. Somani:
An efficient superscheduler architecture and job migration algorithm for computational grids over light-trail WDM networks: Invited paper. BROADNETS 2009: 1-8 - [c124]Arun K. Somani, Koray Çelik:
Autonomous aero-visual and sensor based inspection network for asset monitoring. DRCN 2009: 29-36 - [c123]Naga Durga Prasad Avirneni, Viswanathan Subramanian, Arun K. Somani:
Low overhead Soft Error Mitigation techniques for high-performance and aggressive systems. DSN 2009: 185-194 - [c122]Ashwin Gumaste, Arun K. Somani:
Scheduling Algorithms in LiTPiC - Digital Optical Networks Using Light-Trails and Photonic Integrated Circuits. GLOBECOM 2009: 1-8 - [c121]Koray Çelik, Soon-Jo Chung, Matthew Clausman, Arun K. Somani:
Monocular vision SLAM for indoor aerial vehicles. IROS 2009: 1566-1573 - [c120]Shubhalaxmi Kher, T. S. Ganesh, Prem Ramesh, Arun K. Somani:
Greedy Dynamic Crossover Management in Hardware Accelerated Genetic Algorithm Implementations Using FPGA. UKSim 2009: 47-52 - 2008
- [j66]Srivatsan Balasubramanian, Arun K. Somani:
On path-level traffic grooming strategies in WDM metro optical networks. IEEE Commun. Mag. 46(11): 91-97 (2008) - [j65]Pallab Datta, Arun K. Somani:
Graph transformation approaches for diverse routing in shared risk resource group (SRRG) failures. Comput. Networks 52(12): 2381-2394 (2008) - [j64]Srinivasan Ramasubramanian, Arun K. Somani:
MICRON: a framework for connection establishment in optical networks. IEEE/ACM Trans. Netw. 16(2): 473-485 (2008) - [c119]Jin-Wei Tioh, Rashmi Bahuguna, Nathan A. VanderHorn, Mani Mina, Robert J. Weber, Arun K. Somani:
Reprogrammable high-speed platform : Bridging the gap between research, education and engineering. EIT 2008: 145-147 - [c118]Bharat Joshi, Tyrone Vincent, Jinran Chen, Arun K. Somani, Nicholas Gomez, Reshmi Mitra:
Hierarchical plug-and-play self-diagnosable intelligent sensor networks for process control. EIT 2008: 246-249 - [c117]Koray Çelik, Soon-Jo Chung, Arun K. Somani:
Mono-vision corner SLAM for indoor navigation. EIT 2008: 343-348 - [c116]Michael T. Frederick, Arun K. Somani:
Beyond the arithmetic constraint: depth-optimal mapping of logic chains in LUT-based FPGAs. FPGA 2008: 37-46 - [c115]David Lastine, Arun K. Somani:
Supplementing Non-Simple p-Cycles with Preconfigured Lines. ICC 2008: 5443-5447 - [c114]Srivatsan Balasubramanian, Arun K. Somani:
A Comparative Study of Path Level Traffic Grooming Strategies for WDM Optical Networks with Dynamic Traffic - Invited Paper. ICCCN 2008: 267-272 - [c113]Nishanth Gaddam, Sudha Anil Gathala, David Lastine, Arun K. Somani:
Energy Minimization through Network Coding for Lifetime Constrained Wireless Networks. ICCCN 2008: 471-476 - [c112]Viswanathan Subramanian, Arun K. Somani:
Conjoined Pipeline: Enhancing Hardware Reliability and Performance through Organized Pipeline Redundancy. PRDC 2008: 9-16 - 2007
- [j63]T. S. Ganesh, Michael T. Frederick, T. S. B. Sudarshan, Arun K. Somani:
Hashchip: A shared-resource multi-hash function processor architecture on FPGA. Integr. 40(1): 11-19 (2007) - [c111]Arun K. Somani:
Capacity Balanced Efficient Protection and Grooming Architecture for Optical Networks - Keynote. BROADNETS 2007: 959 - [c110]Viswanathan Subramanian, Mikel Bezdek, Naga Durga Prasad Avirneni, Arun K. Somani:
Superscalar Processor Performance Enhancement through Reliable Dynamic Clock Frequency Tuning. DSN 2007: 196-205 - [c109]Srivatsan Balasubramanian, Arun K. Somani:
Dynamic Survivable Network Design for Path Level Traffic Grooming in WDM Optical Networks. GLOBECOM 2007: 2359-2363 - [c108]Wensheng He, Arun K. Somani:
Comparison of Protection Mechanisms: Capacity Efficiency and Recovery Time. ICC 2007: 2218-2223 - [c107]Michael T. Frederick, Arun K. Somani:
Non-arithmetic carry chains for reconfigurable fabrics. ICCD 2007: 137-143 - 2006
- [j62]Tao Wu, Arun K. Somani:
Attack monitoring and localization in All-Optical Networks. Clust. Comput. 9(4): 465-473 (2006) - [j61]Michael T. Frederick, Pallab Datta, Arun K. Somani:
Sub-graph routing: A generalized fault-tolerant strategy for link failures in WDM optical networks. Comput. Networks 50(2): 181-199 (2006) - [j60]Ashraf M. Hamad, Tao Wu, Ahmed E. Kamal, Arun K. Somani:
On multicasting in wavelength-routing mesh networks. Comput. Networks 50(16): 3105-3164 (2006) - [j59]Rohit Gupta, Souvik Ray, Arun K. Somani, Zhao Zhang:
Utilizing node's selfishness for providing complete anonymity in peer-to-peer based grids. Multiagent Grid Syst. 2(1): 11-27 (2006) - [j58]Rama Sangireddy, Arun K. Somani:
On-Chip Adaptive Circuits for Fast Media Processing. IEEE Trans. Circuits Syst. II Express Briefs 53-II(9): 946-950 (2006) - [j57]Rohit Gupta, Varun Sekhri, Arun K. Somani:
CompuP2P: An Architecture for Internet Computing Using Peer-to-Peer Networks. IEEE Trans. Parallel Distributed Syst. 17(11): 1306-1320 (2006) - [c106]Srivatsan Balasubramanian, Arun K. Somani:
On Traffic Grooming Choices for IP over WDM networks. BROADNETS 2006 - [c105]Mahesh Sivakumar, Krishna M. Sivalingam, Arun K. Somani:
Partial Protection in Optical WDM Networks: Enhanced Support for Dynamic Traffic. BROADNETS 2006 - [c104]T. S. Ganesh, Viswanathan Subramanian, Arun K. Somani:
SEU Mitigation Techniques for Microprocessor Control Logic. EDCC 2006: 77-86 - [c103]Michael T. Frederick, Arun K. Somani:
Multi-Bit Carry Chains for High-Performance Reconfigurable Fabrics. FPL 2006: 1-6 - [c102]Arun K. Somani, Shubhalaxmi Kher:
Net-Centric Computing: The Future of Computers and Networking. ICDCIT 2006: 14-26 - [c101]Jinran Chen, Shubha Kher, Arun K. Somani:
Energy efficient model for data gathering in structured multiclustered wireless sensor network. IPCCC 2006 - [c100]Srivatsan Balasubramanian, Arun K. Somani:
Traffic Grooming in Statistically Shared Optical Networks. LCN 2006: 335-342 - [c99]Nathan A. VanderHorn, Srivatsan Balasubramanian, Mani Mina, Robert J. Weber, Arun K. Somani:
Light-trail testbed for metro optical networks. TRIDENTCOM 2006 - 2005
- [j56]Nathan A. VanderHorn, Srivatsan Balasubramanian, Mani Mina, Arun K. Somani:
Light-trail testbed for IP-centric applications. IEEE Commun. Mag. 43(8): S5-10 (2005) - [j55]R. Al-Omari, Arun K. Somani, G. Manimaran:
An adaptive scheme for fault-tolerant scheduling of soft real-time tasks in multiprocessor systems. J. Parallel Distributed Comput. 65(5): 595-608 (2005) - [j54]Wensheng He, Murari Sridharan, Arun K. Somani:
Capacity Optimization for Surviving Double-Link Failures in Mesh-Restorable Optical Networks. Photonic Netw. Commun. 9(1): 99-111 (2005) - [j53]Rama Sangireddy, Natsuhiko Futamura, Srinivas Aluru, Arun K. Somani:
Scalable, memory efficient, high-speed IP lookup algorithms. IEEE/ACM Trans. Netw. 13(4): 802-812 (2005) - [j52]Tao Wu, Arun K. Somani:
Cross-talk attack monitoring and localization in all-optical networks. IEEE/ACM Trans. Netw. 13(6): 1390-1401 (2005) - [c98]Michael T. Frederick, Nathan A. VanderHorn, Arun K. Somani:
Real-time H/W Implementation of the Approximate Discrete Radon Transform. ASAP 2005: 399-404 - [c97]Srivatsan Balasubramanian, Ahmed E. Kamal, Arun K. Somani:
Network design for IP-centric light trail networks. BROADNETS 2005: 45-54 - [c96]Varun Sekhri, Rohit Gupta, Arun K. Somani:
CompuP2P: A light-weight architecture for internet computing. BROADNETS 2005: 931-940 - [c95]