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About Me Research Interests Research Projects Teaching Students Publications Professional Service Gallery
About Me
I am an Assistant Professor at IIIT Hyderabad since September 2019.
Prior to this, I have been a Postdoctoral Researcher at University of Pennsylvania working with Prof Insup Lee, and at Embedded Systems Engineering Section of DTU Informatics and Hardware Software Codesign Department of University of Erlangen, Nuremberg.
I obtained my PhD degree in School of Computing at National University of Singapore and was advised by Prof Roger Zimmermann. My PhD thesis title was Quality-aware performance analysis of multimedia MPSoC platforms.
Prior to my PhD, I have conducted research on Hardware-efficient reconfigurable architectures for image processing algorithms.
I also worked as a Senior Design Engineer at Conexant Systems Inc., where I was involved in design and verification of ASIC and FPGA IP cores for optical communication protocols.
Prior to that, I obtained a degree in Bachelor of Technology in Electronics and Communication from College of Engineering, Trivandrum, India.
Research Interests
Scalable Design and Performance Analysis of Edge-based IoT systems
Analysis and Design of Real-Time Systems/Cyber-Physical Systems
Design Methodologies for Embedded Systems
Intelligent Transportation Systems
Teaching
MOOC on oneM2M★
Computer Systems Organization/Intro to Processor Architecture (Spring 2021,2022,2023,2024)
Software Programming for Performance (Spring 2021)
Real-Time Systems (Monsoon 2020,2021,2022)
Introduction to IoT (Spring 2020,2022,2023, Monsoon 2021)
Students
PhD
Sudarshan Srinivasan (2024 - ?)
MS
Sai Usha Nagasri Goparaju (08/2021 - 2024), SVSLN Surya Suhas Vaddhiparthy (08/2021 - 2024), Rahul Biju (08/2022 - ?), Ashish Sharma (07/2023 - ?)
Dual Degree
Sridhar M (CSD) (2021-2024), Joseph John Cherukara (CSD) (2021-2024), VJS Pranavasri (CSD) (2023-2024), Pranav Kannan (CSD), Rhuthik P (ECD), K Pavan Kumar (ECD)
, Tejah S S (ECD), Tanniru Abhinav Siddharth (ECD), Arihant Jain (ECD)
Honors
Kethu Sesha Sarath Reddy (ECE) (2022-2024), Shriya Dullur (ECE) (2022-2024), Keerthi Pothalaraju (ECE) (2022-2024), Nitin Shrinivas (ECE) (2022-2024), Hema Leela Durga Koppisetti (CS) (2022-2024)
Alumni
Akshaj Gupta (CS Dual Degree) (2020-2022)
Pravalika Mukkiri (CS Honors) (2021-2023) (currently MS@ASU)
MC Bhavana (CS Honors) (2021-2023)
Stella Devarakonda (CS Honors) (2021-2023)
Publications
Book Chapter
- JinHyun Kim, Deepak Gangadharan, Kyong Hoon Kim, Insik Shin and Insup Lee
Hierarchical Scheduling
Handbook of Real-Time Computing, 2019
Journal
- Andreas Weichslgartner, Stefan Wildermann, Deepak Gangadharan, Michael Glass and Juergen Teich
A Design-Time/Run-Time Application Mapping Methodology for Predictable Execution Time in MPSoCs
ACM Transactions on Embedded Computing Systems (TECS), 2018
- Lech Jozwiak, Menno Lindwer, Rosilde Corvino, Paolo Meloni, Laura Micconi, Jan Madsen, Erkan Diken, Deepak Gangadharan, Roel Jordans et. al.
ASAM: Automatic Architecture Synthesis and Application Mapping
Microprocessors and Microsystems - Embedded Hardware Design 37(8-C), 2013
Conference
- Rahul Biju, Sai Usha Goparaju, Deepak Gangadharan and Bappaditya Mandal
Grid LSTM based Attention Modelling for Traffic Flow Prediction
Accepted to 99th IEEE Vehicular Technology Conference (VTC-Spring), 2024
- VJS Pranavasri, Leo Francis, Gaurav Pal, Ushasri Mogadali, Anuradha Vattem, Karthik Vaidhyanathan and Deepak Gangadharan
Exploratory Study of oneM2M-based Interoperability Architectures for IoT in Smart Cities
Accepted to 21st IEEE International Conference on Software Architecture (Software Architecture in Practice Track), 2024
- Sridhar Mallareddy, Pavan Kumar Kondooru and Deepak Gangadharan
Checkpointing-Aware End-to-End Data Age Analysis of Task Chains under Transient Faults
Accepted to 27th IEEE International Symposium on Real-Time Distributed Computing (ISORC), 2024
- Shivaan Sehgal, Aakash Maniar, Harikumar Kandath and Deepak Gangadharan
Leveraging Latent Temporal Features for Robust Fault Detection and Isolation in Hexacopter UAVs
10th IEEE International Conference on Automation, Robotics and Applications (ICARA), 2024
- SVSLN Surya Suhas Vaddhiparthy, Joseph John Cherukara, Deepak Gangadharan and BaekGyu Kim
Collision-Aware Data Delivery Framework for Connected Vehicles via Edges
98th IEEE Vehicular Technology Conference (VTC-Fall), 2023
- Joseph John Cherukara, SVSLN Surya Suhas Vaddhiparthy, Deepak Gangadharan and BaekGyu Kim
Dynamic Data Delivery Framework for Connected Vehicles via Edge Nodes with Variable Routes
98th IEEE Vehicular Technology Conference (VTC-Fall), 2023
- Sai Usha Goparaju, Keerthi Pothalraju, Shriya Dullur, Arihant Jain and Deepak Gangadharan
Time-Series based Fall Detection in Two-Wheelers
98th IEEE Vehicular Technology Conference (VTC-Fall), 2023
- VJS Pranavasri, Leo Francis, Ushasri Mogadali, Gaurav Pal, SVSLN Surya Suhas Vaddhiparthy, Anuradha Vattem, Karthik Vaidhyanathan and Deepak Gangadharan
Scalable and Interoperable Distributed Architecture for IoT in Smart Cities
9th IEEE World Forum on Internet of Things (WF-IoT), 2023
- BaekGyu Kim and Deepak Gangadharan
Regular-Empirical Composite Workload Analysis for RSU-Assisted Computation Offloading in Connected Vehicle Services (Short Paper)
IEEE International Symposium on Workload Characterization (IISWC), 2023
- Mayank Singh, Aditya Mulgundkar, Munjaal Bhatt, Prudhvi Raj Turlapati, Deepak Gangadharan and Harikumar Kandath
Fault Detection and Isolation on a Hexacopter UAV using a Two-stage classification method
19th IEEE International Conference on Automation Science and Engineering (CASE), 2023
- SVSLN Surya Suhas Vaddhiparthy, Sreya Garapati, Prudhvi Raj Turlapati, Deepak Gangadharan and Harikumar Kandath
A Comprehensive Evaluation on the Impact of Various Spoofing Scenarios on GPS Sensors in a Low-Cost UAV
19th IEEE International Conference on Automation Science and Engineering (CASE), 2023
- Avijit Ashe, Srikanth Goli, Harikumar Kandath and Deepak Gangadharan
Multivariate Data Analysis for Motor Failure Detection and Isolation in a Multicopter UAV using Real-Flight Attitude Signals
International Conference on Unmanned Aircraft Systems (ICUAS), 2023
- Sai Usha Goparaju, Rahul Biju, Pravalika M, Bhavana MC, Deepak Gangadharan, Bappaditya Mandal and Pradeep C
Optimization and Performance Evaluation of Hybrid Deep Learning Models for Traffic Flow Prediction
97th IEEE Vehicular Technology Conference (VTC-Spring), 2023
- Sai Usha Goparaju, Lakshmanan L, Abhinav Navnit, Rahul Biju, Lovish Bajaj, Deepak Gangadharan and Aftab Hussain
Time Series-based Driving Event Recognition for Two Wheelers (Extended Abstract)
Design, Automation and Test in Europe (DATE), 2023
- Shubham Mante, SVSLN Surya Suhas Vaddhiparthy, Ruthwik Muppala, Deepak Gangadharan, Aftab Hussain and Anuradha Vattem
A Multi Layer Data Platform Architecture for Smart Cities using oneM2M and IUDX
8th IEEE World Forum on Internet of Things (WF-IoT), 2022
- Akshaj Gupta, Joseph John Cherukara, Deepak Gangadharan, BaekGyu Kim, Oleg Sokolsky and Insup Lee
Global Edge Bandwidth Cost Gradient-based Heuristic for Fast Data Delivery to Connected Vehicles under Vehicle Overlaps
95th IEEE Vehicular Technology Conference (VTC-Spring), 2022
- Shubham Mante, Nathalie Hernandez, Aftab Hussain, Sachin Chaudhari, Deepak Gangadharan and Thierry Monteil
5D-IoT, a Semantic Web Based Framework for Assessing IoT Data Quality (Poster paper)
37th ACM/SIGAPP Symposium On Applied Computing (SAC), 2022
- Sai Usha Nagasri Goparaju, SVSLN Surya Suhas Vaddhiparthy, Pradeep C, Anuradha Vattem and Deepak Gangadharan
Design of an IoT System for Machine Learning Calibrated TDS Measurement in Smart Campus
7th IEEE World Forum on Internet of Things (WF-IoT), 2021
- Akshaj Gupta, Joseph John Cherukara, Deepak Gangadharan, BaekGyu Kim, Oleg Sokolsky and Insup Lee
E-PODS: A Fast Heuristic for Data/Service Delivery in Vehicular Edge Computing
93rd IEEE Vehicular Technology Conference (VTC-Spring), 2021
- Deepak Gangadharan, Oleg Sokolsky, Insup Lee, BaekGyu Kim, Chung-Wei Lin and Shinichi Shiraishi
Bandwidth Optimal Data/Service Delivery for Connected Vehicles via Edges
11th IEEE Internation Conference on Cloud Computing (CLOUD), 2018
- Dagaen Golomb, Deepak Gangadharan, Sanjian Chen, Oleg Sokolsky and Insup Lee
Data Freshness Over-Engineering: Formulation and Results
21st IEEE International Symposium on Real-Time Computing (ISORC), 2018 (Best Paper Award)
- JinHyun Kim, Deepak Gangadharan, Oleg Sokolsky, Axel Legay and Insup Lee
Extensible Energy Planning Framework for Preemptive Task
20th IEEE International Symposium on Real-Time Computing (ISORC), 2017
- Deepak Gangadharan, JinHyun Kim, Oleg Sokolsky, BaekGyu Kim, Chung-Wei Lin, Shinichi Shiraishi and Insup Lee
Platform-based Plug and Play of Automotive Safety Features: Challenges and Directions (Invited Paper)
22nd IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), 2016
- Deepak Gangadharan, Oleg Sokolsky, Insup Lee, BaekGyu Kim, Chung-Wei Lin, Shinichi Shiraishi
Platform-based Automotive Safety Features
SAE World Congress, 2016
- Andreas Weichslgartner, Deepak Gangadharan, Stefan Wildermann, Michael Glass and Juergen Teich
DAARM: Design-Time Application Analysis and Run-Time Mapping for Predictable Execution in Many-Core Systems
9th International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), 2014
- Deepak Gangadharan, Ericles Sousa, Vahid Lari, Frank Hannig and Juergen Teich
Application-driven Reconfiguration of Shared Resources for Timing Predictability of MPSoC Platforms
48th Asilomar Conference on Signals, Systems and Computers, 2014
- Ericles Sousa, Deepak Gangadharan, Frank Hannig and Juergen Teich
Runtime Reconfigurable Bus Arbitration for Concurrent Applications on Heterogeneous MPSoC Architectures
17th Euromicro Conference on Digital System Design Conference (DSD), 2014
- Deepak Gangadharan, Samarjit Chakraborty and Juergen Teich
Quality-aware Video Decoding on Thermally-constrained MPSoC Platforms
25th IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP), 2014
- Deepak Gangadharan, Laura Micconi, Paul Pop and Jan Madsen
Multi-ASIP Platform Synthesis for Event-Triggered Applications with Cost/Performance Trade-offs
19th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), 2013
- Laura Micconi, Deepak Gangadharan, Paul Pop and Jan Madsen
Multi-ASIP Platform Synthesis for Real-Time Applications
8th IEEE International Symposium on Industrial Embedded Systems (SIES), 2013
- Balaji Raman, Ayoub Nouri, Deepak Gangadharan, Marius Bozga et. al.
Stochastic Modeling and Performance Analysis of Multimedia SoCs
13th International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS), 2013
- Deepak Gangadharan, Samarjit Chakraborty and Roger Zimmermann
Quality-Aware Media Scheduling on MPSoC Platforms
Design, Automation and Test in Europe (DATE), Grenoble, France, March 2013
- Lech Jozwiak, Menno Lindwer, Rosilde Corvino, Paolo Meloni, Laura Micconi, Jan Madsen, Erkan Diken, Deepak Gangadharan, Roel Jordans et. al.
ASAM: Automatic Architecture Synthesis and Application Mapping
15th Euromicro Conference on Digital System Design (DSD), 2012
- Haiyang Ma, Deepak Gangadharan, Nalini Venkatasubramanian and Roger Zimmermann
Energy-aware complexity adaptation for mobile video calls (Short paper)
ACM Multimedia, Arizona, USA, November 2011
- Deepak Gangadharan, Ma Haiyang, Samarjit Chakraborty and Roger Zimmermann
Video Quality-Driven Buffer Dimensioning in MPSoC Platforms via Prioritized Frame Drops
29th IEEE International Conference on Computer Design (ICCD), Amherst, USA, October 2011
- Balaji Raman, Guillaume Quintin, Wei Tsang Ooi, Deepak Gangadharan, Jerome Milan and Samarjit Chakraborty
On Buffering with Stochastic Guarantees in Resource-Constrained Media Players
International Conference on Hardware-Software Codesign and System Synthesis (CODES+ISSS), Taipei, Taiwan, October 2011
- Deepak Gangadharan, Linh T. X. Phan, Samarjit Chakraborty, Roger Zimmermann and Insup Lee
Video Quality Driven Buffer Sizing via Frame Drops
17th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), Toyama, Japan, August 2011
- Deepak Gangadharan, Samarjit Chakraborty and Roger Zimmermann
Fast Hybrid Simulation for Accurate Decoded Video Quality Assessment on MPSoC Platforms with Resource Constraints
16th Asia and South Pacific Design Automation Conference (ASP-DAC), Yokohama, Japan, January 2011
- Deepak Gangadharan, Samarjit Chakraborty and Roger Zimmermann
Fast Model-Based Test Case Classification for Performance Analysis of Multimedia MPSoC Platforms
International Conference on Hardware-Software Codesign and System Synthesis (CODES+ISSS), Grenoble, France, October 2009
- Deepak, G., Meher, P.K. and Sluzek, A.
Performance Characteristics of Parallel and Pipelined Implementation of FIR Filters in FPGA Platform
8th International Symposium on Signals, Circuits and Systems (ISSCS), July 2007
- Deepak, G., Mahesh, R. and Sluzek, A.
Adaptable Area-Efficient Parallel Architecture for Grey and Color Image Convolvers
8th International Symposium on Signals, Circuits and Systems (ISSCS), July 2007
- Deepak, G., Mahesh, R. and Sluzek, A.
Design of an Area-Efficient Multiplierless Processing Element For Fast Two Dimensional Image Convolution
13th IEEE International Conference on Electronics, Circuits and Systems (ICECS), December 2006
Miscellaneous
- Likhith Kanigolla, Gaurav Pal, Karthik Vaidhyanathan, Deepak Gangadharan and Anuradha Vattem
Architecting Digital Twin for Smart City Systems: A Case Study
Accepted to 3rd International Workshop on Digital Twin Architecture (TwinArch) and Digital Twin Engineering (DTE), 2024
- Deepak Gangadharan, Oleg Sokolsky, Insup Lee and BaekGyu Kim
Social Welfare-based Optimization for Data/Service Delivery to Connected Vehicles via Edges
1st International Workshop on Trustworthy and Real-time Edge Computing for Cyber-Physical Systems (TREC4CPS), December 2018
- Deepak Gangadharan, Alexandru Tanase, Frank Hannig and Juergen Teich
Timing Analysis of a Heterogeneous Architecture with Massively Parallel Processor Arrays
DATE Workshop on Performance, Power and Predictability of Many-Core Embedded Systems (3PMCES), 2014
Professional Service
Session Chair - IEEE Cloud 2018, IEEE VTC-Fall 2023
Program Committee - MOMAC 2016, IEEE Cloud Work-in-Progress 2018, IEEE BigMM 2020, IEEE MASS 2020, IEEE HiPC 2022, IEEE ANTS 2022-2023
Conference Reviewer - IEEE CLOUD: 2018, RTSS: 2017, EMSOFT: 2017-2018, DAC: 2013-2014,2016, DATE: 2013-2017, RTAS: 2014, ASAP: 2014, CODES+ISSS: 2014,
SCOPES: 2014,
ESTIMedia: 2014, MMSP: 2011
Expert Reviewer - EMSOFT 2014
Journal Reviewer - IEEE Transactions on Multimedia, Pattern Recognition, IEEE TCAS, VLSI Design, Journal of Multimedia, ACM TECS, IEEE TCAD, ACM Computing Surveys, IEEE Computer, ACM TODAES
