Arun K. Somani

ORCID

Publication Activity (10 Years)

Years Active: 1984-2023
Publications (10 Years): 55

Top Venues

Publications

Krishna Teja Chitty-Venkata, Murali Emani, Venkatram Vishwanath, Arun K. Somani
Neural Architecture Search Benchmarks: Insights and Survey. IEEE Access 11 (2023)
Krishna Teja Chitty-Venkata, Yiming Bian, Murali Emani, Venkatram Vishwanath, Arun K. Somani
Differentiable Neural Architecture, Mixed Precision and Accelerator Co-Search. IEEE Access 11 (2023)
Krishna Teja Chitty-Venkata, Sparsh Mittal, Murali Emani, Venkatram Vishwanath, Arun K. Somani
A survey of techniques for optimizing transformer inference. J. Syst. Archit. 144 (2023)
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 (2023)
Krishna Teja Chitty-Venkata, Arun K. Somani
Neural Architecture Search Survey: A Hardware Perspective. ACM Comput. Surv. 55 (4) (2023)
Krishna Teja Chitty-Venkata, Sparsh Mittal, Murali Emani, Venkatram Vishwanath, Arun K. Somani
A Survey of Techniques for Optimizing Transformer Inference. CoRR (2023)
Krishna Teja Chitty-Venkata, Murali Emani, Venkatram Vishwanath, Arun K. Somani
Neural Architecture Search for Transformers: A Survey. IEEE Access 10 (2022)
Yiming Bian, Arun K. Somani
An Effective Two-stage Noise Training Methodology for Classification of Breast Ultrasound Images. KDIR (2022)
Krishna Teja Chitty-Venkata, Murali Emani, Venkatram Vishwanath, Arun K. Somani
Efficient Design Space Exploration for Sparse Mixed Precision Neural Architectures. HPDC (2022)
Krishna Teja Chitty-Venkata, Arun K. Somani
Array-Aware Neural Architecture Search. ASAP (2021)
Ravikiran Yeleswarapu, Arun K. Somani
Addressing multiple bit/symbol errors in DRAM subsystem. PeerJ Comput. Sci. 7 (2021)
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) (2021)
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)
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)
Krishna Teja Chitty-Venkata, Arun K. Somani, Sreenivas Kothandaraman
Searching Architecture and Precision for U-net based Image Restoration Tasks. ICIP (2021)
Yiming Bian, Arun K. Somani
An Efficient Systematic Approach to Find All Cyclic Quorum Sets with All-pairs Property. IEEE BigData (2021)
Yiming Bian, Arun K. Somani
Establishing Efficient All One-to-One Paths by Exploring Cyclic Quorum Sets. LANMAN (2021)
Krishna Teja Chitty-Venkata, Arun K. Somani
Model Compression on Faulty Array-based Neural Network Accelerator. PRDC (2020)
Teng Wang, Arun K. Somani
Aerial-DEM geolocalization for GPS-denied UAS navigation. Mach. Vis. Appl. 31 (1-2) (2020)
Krishna Teja Chitty-Venkata, Arun K. Somani
Array Aware Training/Pruning: Methods for Efficient Forward Propagation on Array-based Neural Network Accelerators. ASAP (2020)
Krishna Teja Chitty-Venkata, Arun K. Somani
Calibration Data-based CNN Filter Pruning for Efficient Layer Fusion. HPCC/DSS/SmartCity (2020)
Matthias Sander Frigau, Tianyi Zhang, Hongwei Zhang, Ahmed E. Kamal, Arun K. Somani
Physical Wireless Resource Virtualization for Software-Defined Whole-Stack Slicing. CoRR (2020)
Sidharth Sharma, Aniruddha Kushwaha, Arun K. Somani, Ashwin Gumaste
Designing Highly-Available Service Provider Networks with NFV Components. ICCCN (2019)
Krishna Teja Chitty-Venkata, Arun K. Somani
Impact of Structural Faults on Neural Network Performance. ASAP (2019)
Ravikiran Yeleswarapu, Arun K. Somani
Addressing multiple bit/symbol errors in DRAM subsystem. CoRR (2019)
Ravikiran Yeleswarapu, Arun K. Somani
SSCMSD - Single-Symbol Correction Multi-symbol Detection for DRAM Subsystem. PRDC (2018)
Cory J. Kleinheksel, Arun K. Somani
Efficient Distributed All-Pairs Algorithms: Management Using Optimal Cyclic Quorums. IEEE Trans. Parallel Distributed Syst. 29 (2) (2018)
Cory J. Kleinheksel, Arun K. Somani
Enhancing Fault Tolerance and Resource Utilization in Unidirectional Quorum-Based Cycle Routing. IEEE/ACM Trans. Netw. 26 (2) (2018)
Parijat Shukla, Arun K. Somani
Fast Document Similarity Computations using GPGPU. KDIR (2018)
Aniruddha Kushwaha, Deepak Kakadia, Ashwin Gumaste, Arun K. Somani
Designing multi-layer provider networks for circular disc failures. ONDM (2018)
Mayank Mishra, Arun K. Somani
On-Disk Data Processing: Issues and Future Directions. CoRR (2017)
Piyush Lakhawat, Arun K. Somani
Adaptive Cluster Based Discovery of High Utility Itemsets. IC3K (2017)
Rashmi Girmal, Arun K. Somani
LowLEAC: Low Leakage Energy Architecture for Caches. DSC (2017)
Pratik Mishra, Arun K. Somani
Host managed contention avoidance storage solutions for Big Data. J. Big Data 4 (2017)
Venkata Kasi Viswanath Yeleswarapu, Arun K. Somani
A Memory Efficient Parallel All-Pairs Computation Framework: Computation - Communication Overlap. PPAM (1) (2017)
Piyush Lakhawat, Mayank Mishra, Arun K. Somani
A Clustering based Prediction Scheme for High Utility Itemsets. KDIR (2017)
Pratik Mishra, Mayank Mishra, Arun K. Somani
Bulk I/O Storage Management for Big Data Applications. MASCOTS (2016)
Teng Wang, Koray Çelik, Arun K. Somani
Characterization of mountain drainage patterns for GPS-denied UAS navigation augmentation. Mach. Vis. Appl. 27 (1) (2016)
Cory J. Kleinheksel, Arun K. Somani
Optical quorum cycles for efficient communication. CoRR (2016)
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) (2016)
Piyush Lakhawat, Mayank Mishra, Arun K. Somani
A Novel Clustering Algorithm to Capture Utility Information in Transactional Data. KDIR (2016)
Cory J. Kleinheksel, Arun K. Somani
Optical quorum cycles for efficient communication. Photonic Netw. Commun. 31 (2) (2016)
Naga Durga Prasad Avirneni, Prem Kumar Ramesh, Arun K. Somani
Managing contamination delay to improve Timing Speculation architectures. PeerJ Comput. Sci. 2 (2016)
Cory J. Kleinheksel, Arun K. Somani
Enhancing fault tolerance capabilities in quorum-based cycle routing. CoRR (2016)
Cory J. Kleinheksel, Arun K. Somani
Resource efficient redundancy using quorum-based cycle routing in optical networks. CoRR (2016)
Naga Durga Prasad Avirneni, Prem Kumar Ramesh, Arun K. Somani
Managing contamination delay to improve Timing Speculation architectures. PeerJ Prepr. 4 (2016)
Cory J. Kleinheksel, Arun K. Somani
Unidirectional Quorum-Based Cycle Planning for Efficient Resource Utilization and Fault-Tolerance. ICCCN (2016)
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) (2016)
Cory J. Kleinheksel, Arun K. Somani
Scaling Distributed All-Pairs Algorithms: Manage Computation and Limit Data Replication with Quorums. CoRR (2016)
Cory J. Kleinheksel, Arun K. Somani
Unidirectional Quorum-based Cycle Planning for Efficient Resource Utilization and Fault-Tolerance. CoRR (2016)
Parijat Shukla, Arun K. Somani
Tree Matching Using Data Shaping. BigData Congress (2015)
Cory J. Kleinheksel, Arun K. Somani
Enhancing fault tolerance capabilities in quorum-based cycle routing. RNDM@WMNC (2015)
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) (2015)
Naga Durga Prasad Avirneni, Prem Ramesh, Arun K. Somani
Managing contamination delay to improve Timing Speculation architectures. PeerJ Prepr. 3 (2015)
Cory J. Kleinheksel, Arun K. Somani
Resource efficient redundancy using quorum-based cycle routing in optical networks. ICTON (2015)
Teng Wang, Koray Çelik, Arun K. Somani
Characterization of Mountain Drainage Patterns for GPS-Denied UAS Navigation Augmentation. ICPR (2014)
Sarvesh Bidkar, Ashwin Gumaste, Arun K. Somani
A scalable framework for segment routing in service provider networks: The Omnipresent Ethernet approach. HPSR (2014)
Naga Durga Prasad Avirneni, Arun K. Somani
Countering Power Analysis Attacks UsingReliable and Aggressive Designs. IEEE Trans. Computers 63 (6) (2014)
Parijat Shukla, Arun K. Somani
Context-Aware Duplicate Detection in Semi-structured Data Streams. SERVICES (2014)
Koray Çelik, Arun K. Somani
Monocular Vision SLAM for Indoor Aerial Vehicles. J. Electr. Comput. Eng. 2013 (2013)
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) (2013)
Naga Pavan Kumar Gorti, Arun K. Somani
Thermal Aware Processor Operation Point Management. UCC (2012)
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) (2012)
Lizandro D. Solano-Quinde, Brett M. Bode, Arun K. Somani
Techniques for the parallelization of unstructured grid applications on multi-GPU systems. PMAM (2012)
Naga Durga Prasad Avirneni, Arun K. Somani
Low Overhead Soft Error Mitigation Techniques for High-Performance and Aggressive Designs. IEEE Trans. Computers 61 (4) (2012)
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) (2012)
Arun K. Somani, Daniel Congreve
Scheduling linear network for space and time efficiency. LANMAN (2011)
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) (2011)
Arun K. Somani, David Lastine, Suresh Sankaran
Finding Complex Cycles through a Set of Nodes. GLOBECOM (2011)
Onur Turkcu, Arun K. Somani
Efficient multicasting approaches using collection-distribution networks. INFOCOM (2011)
Lizandro D. Solano-Quinde, Zhi Jian Wang, Brett M. Bode, Arun K. Somani
Unstructured grid applications on GPU: performance analysis and improvement. GPGPU (2011)
Onur Turkcu, Suresh Subramaniam, Arun K. Somani
Multicast Routing in Hierarchical Optical Networks Using Collection-Distribution Networks - (An Invited Paper). BROADNETS (2010)
Arun K. Somani, David Lastine
Determining optimal light-trail length. LANMAN (2010)
David Lastine, Suresh Sankaran, Arun K. Somani
A Fault-Tolerant Multipoint Cycle Routing Algorithm (MCRA). BROADNETS (2010)
Koray Çelik, Soon-Jo Chung, Matthew Clausman, Arun K. Somani
Monocular vision SLAM for indoor aerial vehicles. IROS (2009)
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)
Shubhalaxmi Kher, T. S. Ganesh, Prem Ramesh, Arun K. Somani
Greedy Dynamic Crossover Management in Hardware Accelerated Genetic Algorithm Implementations Using FPGA. UKSim (2009)
Ashwin Gumaste, Arun K. Somani
Scheduling Algorithms in LiTPiC - Digital Optical Networks Using Light-Trails and Photonic Integrated Circuits. GLOBECOM (2009)
Arun K. Somani, Koray Çelik
Autonomous aero-visual and sensor based inspection network for asset monitoring. DRCN (2009)
Naga Durga Prasad Avirneni, Viswanathan Subramanian, Arun K. Somani
Low overhead Soft Error Mitigation techniques for high-performance and aggressive systems. DSN (2009)
Nishanth Gaddam, Sudha Anil Gathala, David Lastine, Arun K. Somani
Energy Minimization through Network Coding for Lifetime Constrained Wireless Networks. ICCCN (2008)
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)
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)
Pallab Datta, Arun K. Somani
Graph transformation approaches for diverse routing in shared risk resource group (SRRG) failures. Comput. Networks 52 (12) (2008)
Michael T. Frederick, Arun K. Somani
Beyond the arithmetic constraint: depth-optimal mapping of logic chains in LUT-based FPGAs. FPGA (2008)
Viswanathan Subramanian, Arun K. Somani
Conjoined Pipeline: Enhancing Hardware Reliability and Performance through Organized Pipeline Redundancy. PRDC (2008)
David Lastine, Arun K. Somani
Supplementing Non-Simple p-Cycles with Preconfigured Lines. ICC (2008)
Srivatsan Balasubramanian, Arun K. Somani
On path-level traffic grooming strategies in WDM metro optical networks. IEEE Commun. Mag. 46 (11) (2008)
Koray Çelik, Soon-Jo Chung, Arun K. Somani
Mono-vision corner SLAM for indoor navigation. EIT (2008)
Srinivasan Ramasubramanian, Arun K. Somani
MICRON: a framework for connection establishment in optical networks. IEEE/ACM Trans. Netw. 16 (2) (2008)
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)
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) (2007)
Viswanathan Subramanian, Mikel Bezdek, Naga Durga Prasad Avirneni, Arun K. Somani
Superscalar Processor Performance Enhancement through Reliable Dynamic Clock Frequency Tuning. DSN (2007)
Michael T. Frederick, Arun K. Somani
Non-arithmetic carry chains for reconfigurable fabrics. ICCD (2007)
Wensheng He, Arun K. Somani
Comparison of Protection Mechanisms: Capacity Efficiency and Recovery Time. ICC (2007)
Srivatsan Balasubramanian, Arun K. Somani
Dynamic Survivable Network Design for Path Level Traffic Grooming in WDM Optical Networks. GLOBECOM (2007)
Arun K. Somani
Capacity Balanced Efficient Protection and Grooming Architecture for Optical Networks - Keynote. BROADNETS (2007)
Arun K. Somani, Shubhalaxmi Kher
Net-Centric Computing: The Future of Computers and Networking. ICDCIT (2006)
Michael T. Frederick, Arun K. Somani
Multi-Bit Carry Chains for High-Performance Reconfigurable Fabrics. FPL (2006)
Srivatsan Balasubramanian, Arun K. Somani
On Traffic Grooming Choices for IP over WDM networks. BROADNETS (2006)

Arun K. Somani.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Arun K. Somani