Shreshth Tuli

81 papers A* 6A 2B 2C 2Journal 66Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A* conf
PhyPlan: Learning to Plan Tasks with Generalizable and Rapid Physical Reasoning for Embodied Manipulation.
AAAI
Ankit Kanwar, Hartej Soin, Abhinav Barnawal, Mudit Chopra, Harshil Vagadia, Tamajit Banerjee, Shreshth Tuli, Rohan Paul, Souvik Chakraborty
2025 J jnl
SELA: Smart Edge LLM Agent to Optimize Response Trade-offs of AI Assistants.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Shreshth Tuli, Giuliano Casale, Manuel Roveri
2024 A conf
ActNeRF: Uncertainty-aware Active Learning of NeRF-based Object Models for Robot Manipulators using Visual and Re-orientation Actions.
IROS
Saptarshi Dasgupta, Akshat Gupta, Shreshth Tuli, Rohan Paul
2024 A* conf
GOALNET: Interleaving Neural Goal Predicate Inference with Classical Planning for Generalization in Robot Instruction Following.
AAAI
Jigyasa Gupta, Shreya Sharma, Shreshth Tuli, Rohan Paul, Mausam
2024 J jnl
PhyPlan: Compositional and Adaptive Physical Task Reasoning with Physics-Informed Skill Networks for Robot Manipulators.
CoRR
Harshil Vagadia, Mudit Chopra, Abhinav Barnawal, Tamajit Banerjee, Shreshth Tuli, Souvik Chakraborty, Rohan Paul
2024 J jnl
PhyPlan: Generalizable and Rapid Physical Task Planning with Physics Informed Skill Networks for Robot Manipulators.
CoRR
Mudit Chopra, Abhinav Barnawal, Harshil Vagadia, Tamajit Banerjee, Shreshth Tuli, Souvik Chakraborty, Rohan Paul
2024 J jnl
PreGAN+: Semi-Supervised Fault Prediction and Preemptive Migration in Dynamic Mobile Edge Environments.
IEEE Trans. Mob. Comput.
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
2024 J jnl
TAGMol: Target-Aware Gradient-guided Molecule Generation.
CoRR
Vineeth Dorna, D. Subhalingam, Keshav Kolluru, Shreshth Tuli, Mrityunjay Singh, Saurabh Singal, N. M. Anoop Krishnan, Sayan Ranu
2024 J jnl
Uncertainty-aware Active Learning of NeRF-based Object Models for Robot Manipulators using Visual and Re-orientation Actions.
CoRR
Saptarshi Dasgupta, Akshat Gupta, Shreshth Tuli, Rohan Paul
2024 A* conf
Unsupervised Learning of Neuro-symbolic Rules for Generalizable Context-aware Planning in Object Arrangement Tasks.
ICRA
Siddhant Sharma, Shreshth Tuli, Rohan Paul
2023 J jnl
AI augmented Edge and Fog computing: Trends and challenges.
J. Netw. Comput. Appl.
Shreshth Tuli, Fatemeh Mirhakimi, Samodha Pallewatta, Syed Zawad, Giuliano Casale, Bahman Javadi, Feng Yan, Rajkumar Buyya, Nicholas R. Jennings
2023 J jnl
CILP: Co-Simulation-Based Imitation Learner for Dynamic Resource Provisioning in Cloud Computing Environments.
IEEE Trans. Netw. Serv. Manag.
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
2023 J jnl
CILP: Co-simulation based Imitation Learner for Dynamic Resource Provisioning in Cloud Computing Environments.
CoRR
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
2023 B conf
Coupling QoS Co-Simulation with Online Adaptive Arrival Forecasting.
CNSM
Yichong Chen, Manuel Roveri, Shreshth Tuli, Giuliano Casale
2023 J jnl
DRAGON: Decentralized Fault Tolerance in Edge Federations.
IEEE Trans. Netw. Serv. Manag.
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
2023 A* conf
DeepFT: Fault-Tolerant Edge Computing using a Self-Supervised Deep Surrogate Model.
INFOCOM
Shreshth Tuli, Giuliano Casale, Ludmila Cherkasova, Nicholas R. Jennings
2023 J jnl
FlexiBERT: Are Current Transformer Architectures too Homogeneous and Rigid?
J. Artif. Intell. Res.
Shikhar Tuli, Bhishma Dedhia, Shreshth Tuli, Niraj K. Jha
2023 J jnl
HunterPlus: AI based energy-efficient task scheduling for cloud-fog computing environments.
Internet Things
Sundas Iftikhar, Mirza Mohammad Mufleh Ahmad, Shreshth Tuli, Deepraj Chowdhury, Minxian Xu, Sukhpal Singh Gill, Steve Uhlig
2023 J jnl
Learning to Dynamically Select Cost Optimal Schedulers in Cloud Computing Environments.
SIGMETRICS Perform. Evaluation Rev.
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
2023 J jnl
START: Straggler Prediction and Mitigation for Cloud Computing Environments Using Encoder LSTM Networks.
IEEE Trans. Serv. Comput.
Shreshth Tuli, Sukhpal Singh Gill, Peter Garraghan, Rajkumar Buyya, Giuliano Casale, Nicholas R. Jennings
2023 J jnl
SciNet: Codesign of Resource Management in Cloud Computing Environments.
IEEE Trans. Computers
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
2023 — conf
Simulation-Driven Automated End-to-End Test and Oracle Inference.
ICSE-SEIP
Shreshth Tuli, Kinga Bojarczuk, Natalija Gucevska, Mark Harman, Xiao-Yu Wang, Graham Wright
2023 J jnl
Simulation-Driven Automated End-to-End Test and Oracle Inference.
CoRR
Shreshth Tuli, Kinga Bojarczuk, Natalija Gucevska, Mark Harman, Xiao-Yu Wang, Graham Wright
2023 J jnl
SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments.
IEEE Trans. Mob. Comput.
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
2022 J jnl
AI Augmented Edge and Fog Computing: Trends and Challenges.
CoRR
Shreshth Tuli, Fatemeh Mirhakimi, Samodha Pallewatta, Syed Zawad, Giuliano Casale, Bahman Javadi, Feng Yan, Rajkumar Buyya, Nicholas R. Jennings
2022 J jnl
AI and Co-Simulation Driven Resource Management in Fog Computing Environments.
SIGMETRICS Perform. Evaluation Rev.
Shreshth Tuli
2022 A conf
CAROL: Confidence-Aware Resilience Model for Edge Federations.
DSN
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
2022 J jnl
CAROL: Confidence-Aware Resilience Model for Edge Federations.
CoRR
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
2022 J jnl
COSCO: Container Orchestration Using Co-Simulation and Gradient Based Optimization for Fog Computing Environments.
IEEE Trans. Parallel Distributed Syst.
Shreshth Tuli, Shivananda R. Poojara, Satish Narayana Srirama, Giuliano Casale, Nicholas R. Jennings
2022 J jnl
DRAGON: Decentralized Fault Tolerance in Edge Federations.
CoRR
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
2022 J jnl
DeepFT: Fault-Tolerant Edge Computing using a Self-Supervised Deep Surrogate Model.
CoRR
Shreshth Tuli, Giuliano Casale, Ludmila Cherkasova, Nicholas R. Jennings
2022 J jnl
Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments Using A3C Learning and Residual Recurrent Neural Networks.
IEEE Trans. Mob. Comput.
Shreshth Tuli, Shashikant Ilager, Kotagiri Ramamohanarao, Rajkumar Buyya
2022 J jnl
FlexiBERT: Are Current Transformer Architectures too Homogeneous and Rigid?
CoRR
Shikhar Tuli, Bhishma Dedhia, Shreshth Tuli, Niraj K. Jha
2022 J jnl
GOSH: Task Scheduling Using Deep Surrogate Models in Fog Computing Environments.
IEEE Trans. Parallel Distributed Syst.
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
2022 J jnl
GoalNet: Inferring Conjunctive Goal Predicates from Human Plan Demonstrations for Robot Instruction Following.
CoRR
Shreya Sharma, Jigyasa Gupta, Shreshth Tuli, Rohan Paul, Mausam
2022 J jnl
HUNTER: AI based holistic resource management for sustainable cloud computing.
J. Syst. Softw.
Shreshth Tuli, Sukhpal Singh Gill, Minxian Xu, Peter Garraghan, Rami Bahsoon, Schahram Dustdar, Rizos Sakellariou, Omer F. Rana, Rajkumar Buyya, Giuliano Casale, Nicholas R. Jennings
2022 J jnl
Learning to Dynamically Select Cost Optimal Schedulers in Cloud Computing Environments.
CoRR
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
2022 J jnl
MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems.
IEEE Trans. Parallel Distributed Syst.
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
2022 B conf
MetaNet: Automated Dynamic Selection of Scheduling Policies in Cloud Environments.
CLOUD
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
2022 J jnl
MetaNet: Automated Dynamic Selection of Scheduling Policies in Cloud Environments.
CoRR
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
2022 — conf
Optimizing the Performance of Fog Computing Environments Using AI and Co-Simulation.
ICPE (Companion)
Shreshth Tuli, Giuliano Casale
2022 A* conf
PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing.
INFOCOM
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
2022 J jnl
RadNet: Incident Prediction in Spatio-Temporal Road Graph Networks Using Traffic Forecasting.
CoRR
Shreshth Tuli, Matthew R. Wilkinson, Chris Kettell
2022 J jnl
SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments.
CoRR
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
2022 J jnl
SplitPlace: Intelligent Placement of Split Neural Nets in Mobile Edge Environments.
SIGMETRICS Perform. Evaluation Rev.
Shreshth Tuli
2022 — conf
TESCO: Multiple Simulations based AI-augmented Fog computing for QoS Optimization.
SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
Sundas Iftikhar, Uttkarsh Raj, Shreshth Tuli, Muhammed Golec, Deepraj Chowdhury, Sukhpal Singh Gill, Steve Uhlig
2022 J jnl
TOOLTANGO: Common sense Generalization in Predicting Sequential Tool Interactions for Robot Plan Synthesis.
J. Artif. Intell. Res.
Shreshth Tuli, Rajas Bansal, Rohan Paul, Mausam
2022 J jnl
ToolTango: Common sense Generalization in Predicting Sequential Tool Interactions for Robot Plan Synthesis.
CoRR
Shreshth Tuli, Rajas Bansal, Rohan Paul, Mausam
2022 J jnl
TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data.
CoRR
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
2022 J jnl
TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data.
Proc. VLDB Endow.
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
2021 J jnl
COSCO: Container Orchestration using Co-Simulation and Gradient Based Optimization for Fog Computing Environments.
CoRR
Shreshth Tuli, Shivananda R. Poojara, Satish Narayana Srirama, Giuliano Casale, Nicholas R. Jennings
2021 J jnl
GOSH: Task Scheduling Using Deep Surrogate Models in Fog Computing Environments.
CoRR
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
2021 J jnl
Generative Optimization Networks for Memory Efficient Data Generation.
CoRR
Shreshth Tuli, Shikhar Tuli, Giuliano Casale, Nicholas R. Jennings
2021 J jnl
HUNTER: AI based Holistic Resource Management for Sustainable Cloud Computing.
CoRR
Shreshth Tuli, Sukhpal Singh Gill, Minxian Xu, Peter Garraghan, Rami Bahsoon, Schahram Dustdar, Rizos Sakellariou, Omer F. Rana, Rajkumar Buyya, Giuliano Casale, Nicholas R. Jennings
2021 J jnl
MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems.
CoRR
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
2021 J jnl
PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing.
CoRR
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
2021 J jnl
START: Straggler Prediction and Mitigation for Cloud Computing Environments using Encoder LSTM Networks.
CoRR
Shreshth Tuli, Sukhpal Singh Gill, Peter Garraghan, Rajkumar Buyya, Giuliano Casale, Nicholas R. Jennings
2021 J jnl
SplitPlace: Intelligent Placement of Split Neural Nets in Mobile Edge Environments.
CoRR
Shreshth Tuli
2021 A* conf
TANGO: Commonsense Generalization in Predicting Tool Interactions for Mobile Manipulators.
IJCAI
Shreshth Tuli, Rajas Bansal, Rohan Paul, Mausam
2021 J jnl
TANGO: Commonsense Generalization in Predicting Tool Interactions for Mobile Manipulators.
CoRR
Shreshth Tuli, Rajas Bansal, Rohan Paul, Mausam
2020 C conf
AVAC: A Machine Learning Based Adaptive RRAM Variability-Aware Controller for Edge Devices.
ISCAS
Shikhar Tuli, Shreshth Tuli
2020 J jnl
AVAC: A Machine Learning based Adaptive RRAM Variability-Aware Controller for Edge Devices.
CoRR
Shikhar Tuli, Shreshth Tuli
2020 J jnl
Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments using A3C learning and Residual Recurrent Neural Networks.
CoRR
Shreshth Tuli, Shashikant Ilager, Kotagiri Ramamohanarao, Rajkumar Buyya
2020 J jnl
HealthFog: An ensemble deep learning based Smart Healthcare System for Automatic Diagnosis of Heart Diseases in integrated IoT and fog computing environments.
Future Gener. Comput. Syst.
Shreshth Tuli, Nipam Basumatary, Sukhpal Singh Gill, Mohsen Kahani, Rajesh Chand Arya, Gurpreet Singh Wander, Rajkumar Buyya
2020 J jnl
Next generation technologies for smart healthcare: challenges, vision, model, trends and future directions.
Internet Technol. Lett.
Shreshth Tuli, Shikhar Tuli, Gurleen Wander, Praneet Wander, Sukhpal Singh Gill, Schahram Dustdar, Rizos Sakellariou, Omer F. Rana
2020 J jnl
Predicting the growth and trend of COVID-19 pandemic using machine learning and cloud computing.
Internet Things
Shreshth Tuli, Shikhar Tuli, Rakesh Tuli, Sukhpal Singh Gill
2020 J jnl
REAL: REquest Arbitration in Last Level Caches.
ACM Trans. Embed. Comput. Syst.
Sakshi Tiwari, Shreshth Tuli, Isaar Ahmad, Ayushi Agarwal, Preeti Ranjan Panda, Sreenivas Subramoney
2020 J jnl
Shared data-aware dynamic resource provisioning and task scheduling for data intensive applications on hybrid clouds using Aneka.
Future Gener. Comput. Syst.
Shreshth Tuli, Rajinder Sandhu, Rajkumar Buyya
2020 J jnl
ThermoSim: Deep Learning based Framework for Modeling and Simulation of Thermal-aware Resource Management for Cloud Computing Environments.
CoRR
Sukhpal Singh Gill, Shreshth Tuli, Adel Nadjaran Toosi, Félix Cuadrado, Peter Garraghan, Rami Bahsoon, Hanan Lutfiyya, Rizos Sakellariou, Omer F. Rana, Schahram Dustdar, Rajkumar Buyya
2020 J jnl
ThermoSim: Deep learning based framework for modeling and simulation of thermal-aware resource management for cloud computing environments.
J. Syst. Softw.
Sukhpal Singh Gill, Shreshth Tuli, Adel Nadjaran Toosi, Félix Cuadrado, Peter Garraghan, Rami Bahsoon, Hanan Lutfiyya, Rizos Sakellariou, Omer F. Rana, Schahram Dustdar, Rajkumar Buyya
2020 J jnl
ToolNet: Using Commonsense Generalization for Predicting Tool Use for Robot Plan Synthesis.
CoRR
Rajas Bansal, Shreshth Tuli, Rohan Paul, Mausam
2020 J jnl
iThermoFog: IoT-Fog based automatic thermal profile creation for cloud data centers using artificial intelligence techniques.
Internet Technol. Lett.
Shreshth Tuli, Sukhpal Singh Gill, Giuliano Casale, Nicholas R. Jennings
2019 C conf
APEX: Adaptive Ext4 File System for Enhanced Data Recoverability in Edge Devices.
CloudCom
Shreshth Tuli, Shikhar Tuli, Udit Jain, Rajkumar Buyya
2019 J jnl
APEX: Adaptive Ext4 File System for Enhanced Data Recoverability in Edge Devices.
CoRR
Shreshth Tuli, Shikhar Tuli, Udit Jain, Rajkumar Buyya
2019 J jnl
EdgeLens: Deep Learning based Object Detection in Integrated IoT, Fog and Cloud Computing Environments.
CoRR
Shreshth Tuli, Nipam Basumatary, Rajkumar Buyya
2019 J jnl
FogBus: A Blockchain-based Lightweight Framework for Edge and Fog Computing.
J. Syst. Softw.
Shreshth Tuli, Md. Redowan Mahmud, Shikhar Tuli, Rajkumar Buyya
2019 J jnl
HealthFog: An Ensemble Deep Learning based Smart Healthcare System for Automatic Diagnosis of Heart Diseases in Integrated IoT and Fog Computing Environments.
CoRR
Shreshth Tuli, Nipam Basumatary, Sukhpal Singh Gill, Mohsen Kahani, Rajesh Chand Arya, Gurpreet Singh Wander, Rajkumar Buyya
2019 J jnl
Transformative effects of IoT, Blockchain and Artificial Intelligence on cloud computing: Evolution, vision, trends and open challenges.
CoRR
Sukhpal Singh Gill, Shreshth Tuli, Minxian Xu, Inderpreet Singh, Karan Vijay Singh, Dominic Lindsay, Shikhar Tuli, Daria Smirnova, Manmeet Singh, Udit Jain, Haris Pervaiz, Bhanu Sehgal, Sukhwinder Singh Kaila, Sanjay Misra, Mohammad Sadegh Aslanpour, Harshit Mehta, Vlado Stankovski, Peter Garraghan
2019 J jnl
Transformative effects of IoT, Blockchain and Artificial Intelligence on cloud computing: Evolution, vision, trends and open challenges.
Internet Things
Sukhpal Singh Gill, Shreshth Tuli, Minxian Xu, Inderpreet Singh, Karan Vijay Singh, Dominic Lindsay, Shikhar Tuli, Daria Smirnova, Manmeet Singh, Udit Jain, Haris Pervaiz, Bhanu Sehgal, Sukhwinder Singh Kaila, Sanjay Misra, Mohammad Sadegh Aslanpour, Harshit Mehta, Vlado Stankovski, Peter Garraghan
2019 J jnl
iGateLink: A Gateway Library for Linking IoT, Edge, Fog and Cloud Computing Environments.
CoRR
Riccardo Mancini, Shreshth Tuli, Tommaso Cucinotta, Rajkumar Buyya
2018 J jnl
FogBus: A Blockchain-based Lightweight Framework for Edge and Fog Computing.
CoRR
Shreshth Tuli, Md. Redowan Mahmud, Shikhar Tuli, Rajkumar Buyya