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Performance Evaluation of Interoperability and Control Implementation for IoT-Based Smart Spaces
Sasidhar Varada, Ushasri Mogadali, Deepak Gangadharan, Sachin Chaudhari, Karthik Vaidhyanathan and Anuradha Vattem
13th International Conference on Future Internet of Things and Cloud (FiCloud), 2026
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LMS-AR: LMS Prediction-based Adaptive Regulator for Memory Bandwidth in Multicore Systems (Short Paper)
Sudarshan Srinivasan, Deepak Gangadharan and Dip Goswami
32nd IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), 2026
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From GPU to Microcontroller: Online Ridge Regression for Edge-Deployable Traffic Prediction
Suresh Purini, Archit Narwadkar and Deepak Gangadharan
29th IEEE International Conference on Intelligent Transportation Systems (ITSC), 2026
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Efficient Time Series Transformer Architecture for Generalised Two-Wheeler Driving Event Recognition
Arihant Jain, Geethika Palla and Deepak Gangadharan
103rd IEEE Vehicular Technology Conference (VTC-Spring), 2026
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A Dual-Stream Temporal Feature Fusion Network for Multi-Class Traffic Flow Prediction
Abia Abraham, Rahul Biju and Deepak Gangadharan
103rd IEEE Vehicular Technology Conference (VTC-Spring), 2026
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Network Traversal Time (NTT) Analysis of ST Flows with Non-Zero Arrival Jitter in TSN networks
K Pavan Kumar and Deepak Gangadharan
18th International Conference on Verification and Evaluation of Computer and Communication Systems (VECoS), 2025
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Real-Time Performance Analysis of V2V and V2I-2V Architectures for Smart Communities
Khader Zaahid Umar, Swetha Gangineni, Raja Vara Prasad Yerra, Purav Shah, Ramona Trestian, Hrishikesh Venkataraman and Deepak Gangadharan
19th IEEE International Conference on Vehicular Electronics and Safety (ICVES), 2025
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RL-ALMS: Reinforcement Learning-based Adaptive and Lightweight Model Selection Framework for Energy-Efficient Lane Detection in Electric Vehicles
Rhuthik P and Deepak Gangadharan
28th Euromicro Conference on Digital System Design (DSD), 2025
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HAPTA: Adaptive Learning based Horizontal Computation Offloading over RSUs in VEC
Tanniru Abhinav Siddharth and Deepak Gangadharan
101st IEEE Vehicular Technology Conference (VTC-Spring), 2025
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Sensor Based Active Fault Tolerant Controller for Hexacopters
Munjaal Bhatt, Aakash Maniar, Aditya Mulgundkar, Harikumar Kandath and Deepak Gangadharan
11th International Conference on Automation, Robotics and Applications (ICARA), 2025
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Preliminary Modeling of Energy-Aware Integrated Allocations in Robotic Mobile Fulfillment Systems (Poster paper)
Kyujin Kyung, Deepak Gangadharan and BaekGyu Kim
30th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), 2024
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Online Partitioned Scheduling over RSU for Computation Offloading in Vehicular Edge Computing
Tanniru Abhinav Siddharth, Kethu Sesha Sarath Reddy, Joseph John Cherukara and Deepak Gangadharan
100th IEEE Vehicular Technology Conference (VTC-Fall), 2024
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S2P : Two-Stage Superpixel Algorithm for Enhanced Lane Detection on Resource Constraint Edges
Rhuthik P, SVSLN Surya Suhas Vaddhiparthy, Pranav Kannan and Deepak Gangadharan
14th IEEE International Symposium on Industrial Embedded Systems (SIES), 2024
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Attention Meets UAVs: A Comprehensive Evaluation of DDoS Detection in Low-Cost UAVs
Ashish Sharma, SVSLN Surya Suhas Vaddhiparthy, Sai Usha Goparaju, Deepak Gangadharan and Harikumar Kandath
20th IEEE International Conference on Automation Science and Engineering (CASE), 2024
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Grid LSTM based Attention Modelling for Traffic Flow Prediction
Rahul Biju, Sai Usha Goparaju, Deepak Gangadharan and Bappaditya Mandal
99th IEEE Vehicular Technology Conference (VTC-Spring), 2024
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Exploratory Study of oneM2M-based Interoperability Architectures for IoT in Smart Cities
VJS Pranavasri, Leo Francis, Gaurav Pal, Ushasri Mogadali, Anuradha Vattem, Karthik Vaidhyanathan and Deepak Gangadharan
21st IEEE International Conference on Software Architecture (Software Architecture in Practice Track), 2024
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Checkpointing-Aware End-to-End Data Age Analysis of Task Chains under Transient Faults
Sridhar Mallareddy, Pavan Kumar Kondooru and Deepak Gangadharan
27th IEEE International Symposium on Real-Time Distributed Computing (ISORC), 2024
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Leveraging Latent Temporal Features for Robust Fault Detection and Isolation in Hexacopter UAVs
Shivaan Sehgal, Aakash Maniar, Harikumar Kandath and Deepak Gangadharan
10th International Conference on Automation, Robotics and Applications (ICARA), 2024
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Collision-Aware Data Delivery Framework for Connected Vehicles via Edges
SVSLN Surya Suhas Vaddhiparthy, Joseph John Cherukara, Deepak Gangadharan and BaekGyu Kim
98th IEEE Vehicular Technology Conference (VTC-Fall), 2023
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Dynamic Data Delivery Framework for Connected Vehicles via Edge Nodes with Variable Routes
Joseph John Cherukara, SVSLN Surya Suhas Vaddhiparthy, Deepak Gangadharan and BaekGyu Kim
98th IEEE Vehicular Technology Conference (VTC-Fall), 2023
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Time-Series based Fall Detection in Two-Wheelers
Sai Usha Goparaju, Keerthi Pothalraju, Shriya Dullur, Arihant Jain and Deepak Gangadharan
98th IEEE Vehicular Technology Conference (VTC-Fall), 2023
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Scalable and Interoperable Distributed Architecture for IoT in Smart Cities
VJS Pranavasri, Leo Francis, Ushasri Mogadali, Gaurav Pal, SVSLN Surya Suhas Vaddhiparthy, Anuradha Vattem, Karthik Vaidhyanathan and Deepak Gangadharan
9th IEEE World Forum on Internet of Things (WF-IoT), 2023
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Regular-Empirical Composite Workload Analysis for RSU-Assisted Computation Offloading in Connected Vehicle Services (Short Paper)
BaekGyu Kim and Deepak Gangadharan
IEEE International Symposium on Workload Characterization (IISWC), 2023
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Fault Detection and Isolation on a Hexacopter UAV using a Two-stage classification method
Mayank Singh, Aditya Mulgundkar, Munjaal Bhatt, Prudhvi Raj Turlapati, Deepak Gangadharan and Harikumar Kandath
19th IEEE International Conference on Automation Science and Engineering (CASE), 2023
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A Comprehensive Evaluation on the Impact of Various Spoofing Scenarios on GPS Sensors in a Low-Cost UAV
SVSLN Surya Suhas Vaddhiparthy, Sreya Garapati, Prudhvi Raj Turlapati, Deepak Gangadharan and Harikumar Kandath
19th IEEE International Conference on Automation Science and Engineering (CASE), 2023
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Multivariate Data Analysis for Motor Failure Detection and Isolation in a Multicopter UAV using Real-Flight Attitude Signals
Avijit Ashe, Srikanth Goli, Harikumar Kandath and Deepak Gangadharan
International Conference on Unmanned Aircraft Systems (ICUAS), 2023
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Optimization and Performance Evaluation of Hybrid Deep Learning Models for Traffic Flow Prediction
Sai Usha Goparaju, Rahul Biju, Pravalika M, Bhavana MC, Deepak Gangadharan, Bappaditya Mandal and Pradeep C
97th IEEE Vehicular Technology Conference (VTC-Spring), 2023
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Time Series-based Driving Event Recognition for Two Wheelers (Extended Abstract)
Sai Usha Goparaju, Lakshmanan L, Abhinav Navnit, Rahul Biju, Lovish Bajaj, Deepak Gangadharan and Aftab Hussain
Design, Automation and Test in Europe (DATE), 2023
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A Multi Layer Data Platform Architecture for Smart Cities using oneM2M and IUDX
Shubham Mante, SVSLN Surya Suhas Vaddhiparthy, Ruthwik Muppala, Deepak Gangadharan, Aftab Hussain and Anuradha Vattem
8th IEEE World Forum on Internet of Things (WF-IoT), 2022
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Global Edge Bandwidth Cost Gradient-based Heuristic for Fast Data Delivery to Connected Vehicles under Vehicle Overlaps
Akshaj Gupta, Joseph John Cherukara, Deepak Gangadharan, BaekGyu Kim, Oleg Sokolsky and Insup Lee
95th IEEE Vehicular Technology Conference (VTC-Spring), 2022
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5D-IoT, a Semantic Web Based Framework for Assessing IoT Data Quality (Poster paper)
Shubham Mante, Nathalie Hernandez, Aftab Hussain, Sachin Chaudhari, Deepak Gangadharan and Thierry Monteil
37th ACM/SIGAPP Symposium On Applied Computing (SAC), 2022
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Design of an IoT System for Machine Learning Calibrated TDS Measurement in Smart Campus
Sai Usha Nagasri Goparaju, SVSLN Surya Suhas Vaddhiparthy, Pradeep C, Anuradha Vattem and Deepak Gangadharan
7th IEEE World Forum on Internet of Things (WF-IoT), 2021
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E-PODS: A Fast Heuristic for Data/Service Delivery in Vehicular Edge Computing
Akshaj Gupta, Joseph John Cherukara, Deepak Gangadharan, BaekGyu Kim, Oleg Sokolsky and Insup Lee
93rd IEEE Vehicular Technology Conference (VTC-Spring), 2021
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Bandwidth Optimal Data/Service Delivery for Connected Vehicles via Edges
Deepak Gangadharan, Oleg Sokolsky, Insup Lee, BaekGyu Kim, Chung-Wei Lin and Shinichi Shiraishi
11th IEEE International Conference on Cloud Computing (CLOUD), 2018
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Data Freshness Over-Engineering: Formulation and Results
Dagaen Golomb, Deepak Gangadharan, Sanjian Chen, Oleg Sokolsky and Insup Lee
21st IEEE International Symposium on Real-Time Computing (ISORC), 2018 BEST PAPER AWARD
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Extensible Energy Planning Framework for Preemptive Tasks
JinHyun Kim, Deepak Gangadharan, Oleg Sokolsky, Axel Legay and Insup Lee
20th IEEE International Symposium on Real-Time Computing (ISORC), 2017
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Platform-based Plug and Play of Automotive Safety Features: Challenges and Directions (Invited Paper)
Deepak Gangadharan, JinHyun Kim, Oleg Sokolsky, BaekGyu Kim, Chung-Wei Lin, Shinichi Shiraishi and Insup Lee
22nd IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), 2016
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Platform-based Automotive Safety Features
Deepak Gangadharan, Oleg Sokolsky, Insup Lee, BaekGyu Kim, Chung-Wei Lin, Shinichi Shiraishi
SAE World Congress, 2016
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DAARM: Design-Time Application Analysis and Run-Time Mapping for Predictable Execution in Many-Core Systems
Andreas Weichslgartner, Deepak Gangadharan, Stefan Wildermann, Michael Glass and Juergen Teich
9th International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), 2014
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Application-driven Reconfiguration of Shared Resources for Timing Predictability of MPSoC Platforms
Deepak Gangadharan, Ericles Sousa, Vahid Lari, Frank Hannig and Juergen Teich
48th Asilomar Conference on Signals, Systems and Computers, 2014
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Runtime Reconfigurable Bus Arbitration for Concurrent Applications on Heterogeneous MPSoC Architectures
Ericles Sousa, Deepak Gangadharan, Frank Hannig and Juergen Teich
17th Euromicro Conference on Digital System Design Conference (DSD), 2014
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Quality-aware Video Decoding on Thermally-constrained MPSoC Platforms
Deepak Gangadharan, Samarjit Chakraborty and Juergen Teich
25th IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP), 2014
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Multi-ASIP Platform Synthesis for Event-Triggered Applications with Cost/Performance Trade-offs
Deepak Gangadharan, Laura Micconi, Paul Pop and Jan Madsen
19th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), 2013
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Multi-ASIP Platform Synthesis for Real-Time Applications
Laura Micconi, Deepak Gangadharan, Paul Pop and Jan Madsen
8th IEEE International Symposium on Industrial Embedded Systems (SIES), 2013
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Stochastic Modeling and Performance Analysis of Multimedia SoCs
Balaji Raman, Ayoub Nouri, Deepak Gangadharan, Marius Bozga et. al.
13th International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS), 2013
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Quality-Aware Media Scheduling on MPSoC Platforms
Deepak Gangadharan, Samarjit Chakraborty and Roger Zimmermann
Design, Automation and Test in Europe (DATE), Grenoble, France, March 2013
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ASAM: Automatic Architecture Synthesis and Application Mapping
Lech Jozwiak, Menno Lindwer, Rosilde Corvino, Paolo Meloni, Laura Micconi, Jan Madsen, Erkan Diken, Deepak Gangadharan, Roel Jordans et. al.
15th Euromicro Conference on Digital System Design (DSD), 2012
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Energy-aware complexity adaptation for mobile video calls (Short paper)
Haiyang Ma, Deepak Gangadharan, Nalini Venkatasubramanian and Roger Zimmermann
ACM Multimedia, Arizona, USA, November 2011
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Video Quality-Driven Buffer Dimensioning in MPSoC Platforms via Prioritized Frame Drops
Deepak Gangadharan, Ma Haiyang, Samarjit Chakraborty and Roger Zimmermann
29th IEEE International Conference on Computer Design (ICCD), Amherst, USA, October 2011
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On Buffering with Stochastic Guarantees in Resource-Constrained Media Players
Balaji Raman, Guillaume Quintin, Wei Tsang Ooi, Deepak Gangadharan, Jerome Milan and Samarjit Chakraborty
International Conference on Hardware-Software Codesign and System Synthesis (CODES+ISSS), Taipei, Taiwan, October 2011
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Video Quality Driven Buffer Sizing via Frame Drops
Deepak Gangadharan, Linh T. X. Phan, Samarjit Chakraborty, Roger Zimmermann and Insup Lee
17th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), Toyama, Japan, August 2011
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Fast Hybrid Simulation for Accurate Decoded Video Quality Assessment on MPSoC Platforms with Resource Constraints
Deepak Gangadharan, Samarjit Chakraborty and Roger Zimmermann
16th Asia and South Pacific Design Automation Conference (ASP-DAC), Yokohama, Japan, January 2011
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Fast Model-Based Test Case Classification for Performance Analysis of Multimedia MPSoC Platforms
Deepak Gangadharan, Samarjit Chakraborty and Roger Zimmermann
International Conference on Hardware-Software Codesign and System Synthesis (CODES+ISSS), Grenoble, France, October 2009
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Performance Characteristics of Parallel and Pipelined Implementation of FIR Filters in FPGA Platform
Deepak, G., Meher, P.K. and Sluzek, A.
8th International Symposium on Signals, Circuits and Systems (ISSCS), July 2007
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Adaptable Area-Efficient Parallel Architecture for Grey and Color Image Convolvers
Deepak, G., Mahesh, R. and Sluzek, A.
8th International Symposium on Signals, Circuits and Systems (ISSCS), July 2007
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Design of an Area-Efficient Multiplierless Processing Element For Fast Two Dimensional Image Convolution
Deepak, G., Mahesh, R. and Sluzek, A.
13th IEEE International Conference on Electronics, Circuits and Systems (ICECS), December 2006
