Shreshth Tuli

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 78

Top Topics

Data Generation

Computing Environments

Dynamically Select

Top Venues

IEEE Trans. Mob. Comput.

J. Syst. Softw.

Internet Things

Publications

Saptarshi Dasgupta, Akshat Gupta, Shreshth Tuli, Rohan Paul
Uncertainty-aware Active Learning of NeRF-based Object Models for Robot Manipulators using Visual and Re-orientation Actions. CoRR (2024)
Harshil Vagadia, Mudit Chopra, Abhinav Barnawal, Tamajit Banerjee, Shreshth Tuli, Souvik Chakraborty, Rohan Paul
PhyPlan: Compositional and Adaptive Physical Task Reasoning with Physics-Informed Skill Networks for Robot Manipulators. CoRR (2024)
Jigyasa Gupta, Shreya Sharma, Shreshth Tuli, Rohan Paul, Mausam
GOALNET: Interleaving Neural Goal Predicate Inference with Classical Planning for Generalization in Robot Instruction Following. AAAI (2024)
Siddhant Sharma, Shreshth Tuli, Rohan Paul
Unsupervised Learning of Neuro-symbolic Rules for Generalizable Context-aware Planning in Object Arrangement Tasks. ICRA (2024)
Mudit Chopra, Abhinav Barnawal, Harshil Vagadia, Tamajit Banerjee, Shreshth Tuli, Souvik Chakraborty, Rohan Paul
PhyPlan: Generalizable and Rapid Physical Task Planning with Physics Informed Skill Networks for Robot Manipulators. CoRR (2024)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
PreGAN+: Semi-Supervised Fault Prediction and Preemptive Migration in Dynamic Mobile Edge Environments. IEEE Trans. Mob. Comput. 23 (6) (2024)
Vineeth Dorna, D. Subhalingam, Keshav Kolluru, Shreshth Tuli, Mrityunjay Singh, Saurabh Singal, N. M. Anoop Krishnan, Sayan Ranu
TAGMol: Target-Aware Gradient-guided Molecule Generation. CoRR (2024)
Shreshth Tuli, Giuliano Casale, Ludmila Cherkasova, Nicholas R. Jennings
DeepFT: Fault-Tolerant Edge Computing using a Self-Supervised Deep Surrogate Model. INFOCOM (2023)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
CILP: Co-simulation based Imitation Learner for Dynamic Resource Provisioning in Cloud Computing Environments. CoRR (2023)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
SciNet: Codesign of Resource Management in Cloud Computing Environments. IEEE Trans. Computers 72 (12) (2023)
Shreshth Tuli, Sukhpal Singh Gill, Peter Garraghan, Rajkumar Buyya, Giuliano Casale, Nicholas R. Jennings
START: Straggler Prediction and Mitigation for Cloud Computing Environments Using Encoder LSTM Networks. IEEE Trans. Serv. Comput. 16 (1) (2023)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
Learning to Dynamically Select Cost Optimal Schedulers in Cloud Computing Environments. SIGMETRICS Perform. Evaluation Rev. 50 (4) (2023)
Shreshth Tuli, Fatemeh Mirhakimi, Samodha Pallewatta, Syed Zawad, Giuliano Casale, Bahman Javadi, Feng Yan, Rajkumar Buyya, Nicholas R. Jennings
AI augmented Edge and Fog computing: Trends and challenges. J. Netw. Comput. Appl. 216 (2023)
Shreshth Tuli, Kinga Bojarczuk, Natalija Gucevska, Mark Harman, Xiao-Yu Wang, Graham Wright
Simulation-Driven Automated End-to-End Test and Oracle Inference. ICSE-SEIP (2023)
Shikhar Tuli, Bhishma Dedhia, Shreshth Tuli, Niraj K. Jha
FlexiBERT: Are Current Transformer Architectures too Homogeneous and Rigid? J. Artif. Intell. Res. 77 (2023)
Sundas Iftikhar, Mirza Mohammad Mufleh Ahmad, Shreshth Tuli, Deepraj Chowdhury, Minxian Xu, Sukhpal Singh Gill, Steve Uhlig
HunterPlus: AI based energy-efficient task scheduling for cloud-fog computing environments. Internet Things 21 (2023)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments. IEEE Trans. Mob. Comput. 22 (9) (2023)
Yichong Chen, Manuel Roveri, Shreshth Tuli, Giuliano Casale
Coupling QoS Co-Simulation with Online Adaptive Arrival Forecasting. CNSM (2023)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
DRAGON: Decentralized Fault Tolerance in Edge Federations. IEEE Trans. Netw. Serv. Manag. 20 (1) (2023)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
CILP: Co-Simulation-Based Imitation Learner for Dynamic Resource Provisioning in Cloud Computing Environments. IEEE Trans. Netw. Serv. Manag. 20 (4) (2023)
Shreshth Tuli, Kinga Bojarczuk, Natalija Gucevska, Mark Harman, Xiao-Yu Wang, Graham Wright
Simulation-Driven Automated End-to-End Test and Oracle Inference. CoRR (2023)
Shreshth Tuli, Fatemeh Mirhakimi, Samodha Pallewatta, Syed Zawad, Giuliano Casale, Bahman Javadi, Feng Yan, Rajkumar Buyya, Nicholas R. Jennings
AI Augmented Edge and Fog Computing: Trends and Challenges. CoRR (2022)
Shreshth Tuli
SplitPlace: Intelligent Placement of Split Neural Nets in Mobile Edge Environments. SIGMETRICS Perform. Evaluation Rev. 49 (2) (2022)
Shreshth Tuli, Giuliano Casale
Optimizing the Performance of Fog Computing Environments Using AI and Co-Simulation. ICPE (Companion) (2022)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
Learning to Dynamically Select Cost Optimal Schedulers in Cloud Computing Environments. CoRR (2022)
Shreshth Tuli, Rajas Bansal, Rohan Paul, Mausam
TOOLTANGO: Common sense Generalization in Predicting Sequential Tool Interactions for Robot Plan Synthesis. J. Artif. Intell. Res. 75 (2022)
Shreshth Tuli, Rajas Bansal, Rohan Paul, Mausam
ToolTango: Common sense Generalization in Predicting Sequential Tool Interactions for Robot Plan Synthesis. CoRR (2022)
Sundas Iftikhar, Uttkarsh Raj, Shreshth Tuli, Muhammed Golec, Deepraj Chowdhury, Sukhpal Singh Gill, Steve Uhlig
TESCO: Multiple Simulations based AI-augmented Fog computing for QoS Optimization. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta (2022)
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
HUNTER: AI based holistic resource management for sustainable cloud computing. J. Syst. Softw. 184 (2022)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
CAROL: Confidence-Aware Resilience Model for Edge Federations. DSN (2022)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments. CoRR (2022)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data. Proc. VLDB Endow. 15 (6) (2022)
Shikhar Tuli, Bhishma Dedhia, Shreshth Tuli, Niraj K. Jha
FlexiBERT: Are Current Transformer Architectures too Homogeneous and Rigid? CoRR (2022)
Shreya Sharma, Jigyasa Gupta, Shreshth Tuli, Rohan Paul, Mausam
GoalNet: Inferring Conjunctive Goal Predicates from Human Plan Demonstrations for Robot Instruction Following. CoRR (2022)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data. CoRR (2022)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing. INFOCOM (2022)
Shreshth Tuli, Shashikant Ilager, Kotagiri Ramamohanarao, Rajkumar Buyya
Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments Using A3C Learning and Residual Recurrent Neural Networks. IEEE Trans. Mob. Comput. 21 (3) (2022)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
MetaNet: Automated Dynamic Selection of Scheduling Policies in Cloud Environments. CLOUD (2022)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)
Shreshth Tuli, Shivananda R. Poojara, Satish Narayana Srirama, Giuliano Casale, Nicholas R. Jennings
COSCO: Container Orchestration Using Co-Simulation and Gradient Based Optimization for Fog Computing Environments. IEEE Trans. Parallel Distributed Syst. 33 (1) (2022)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
GOSH: Task Scheduling Using Deep Surrogate Models in Fog Computing Environments. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
CAROL: Confidence-Aware Resilience Model for Edge Federations. CoRR (2022)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
DRAGON: Decentralized Fault Tolerance in Edge Federations. CoRR (2022)
Shreshth Tuli, Matthew R. Wilkinson, Chris Kettell
RadNet: Incident Prediction in Spatio-Temporal Road Graph Networks Using Traffic Forecasting. CoRR (2022)
Shreshth Tuli, Giuliano Casale, Ludmila Cherkasova, Nicholas R. Jennings
DeepFT: Fault-Tolerant Edge Computing using a Self-Supervised Deep Surrogate Model. CoRR (2022)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
MetaNet: Automated Dynamic Selection of Scheduling Policies in Cloud Environments. CoRR (2022)
Shreshth Tuli
AI and Co-Simulation Driven Resource Management in Fog Computing Environments. SIGMETRICS Perform. Evaluation Rev. 50 (3) (2022)
Shreshth Tuli, Shikhar Tuli, Giuliano Casale, Nicholas R. Jennings
Generative Optimization Networks for Memory Efficient Data Generation. CoRR (2021)
Shreshth Tuli, Rajas Bansal, Rohan Paul, Mausam
TANGO: Commonsense Generalization in Predicting Tool Interactions for Mobile Manipulators. IJCAI (2021)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems. CoRR (2021)
Shreshth Tuli, Shivananda R. Poojara, Satish Narayana Srirama, Giuliano Casale, Nicholas R. Jennings
COSCO: Container Orchestration using Co-Simulation and Gradient Based Optimization for Fog Computing Environments. CoRR (2021)
Shreshth Tuli, Rajas Bansal, Rohan Paul, Mausam
TANGO: Commonsense Generalization in Predicting Tool Interactions for Mobile Manipulators. CoRR (2021)
Shreshth Tuli
SplitPlace: Intelligent Placement of Split Neural Nets in Mobile Edge Environments. CoRR (2021)
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
HUNTER: AI based Holistic Resource Management for Sustainable Cloud Computing. CoRR (2021)
Shreshth Tuli, Sukhpal Singh Gill, Peter Garraghan, Rajkumar Buyya, Giuliano Casale, Nicholas R. Jennings
START: Straggler Prediction and Mitigation for Cloud Computing Environments using Encoder LSTM Networks. CoRR (2021)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing. CoRR (2021)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
GOSH: Task Scheduling Using Deep Surrogate Models in Fog Computing Environments. CoRR (2021)
Shikhar Tuli, Shreshth Tuli
AVAC: A Machine Learning Based Adaptive RRAM Variability-Aware Controller for Edge Devices. ISCAS (2020)
Shreshth Tuli, Rajinder Sandhu, Rajkumar Buyya
Shared data-aware dynamic resource provisioning and task scheduling for data intensive applications on hybrid clouds using Aneka. Future Gener. Comput. Syst. 106 (2020)
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
ThermoSim: Deep learning based framework for modeling and simulation of thermal-aware resource management for cloud computing environments. J. Syst. Softw. 166 (2020)
Shreshth Tuli, Nipam Basumatary, Sukhpal Singh Gill, Mohsen Kahani, Rajesh Chand Arya, Gurpreet Singh Wander, Rajkumar Buyya
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. 104 (2020)
Shreshth Tuli, Sukhpal Singh Gill, Giuliano Casale, Nicholas R. Jennings
iThermoFog: IoT-Fog based automatic thermal profile creation for cloud data centers using artificial intelligence techniques. Internet Technol. Lett. 3 (5) (2020)
Shikhar Tuli, Shreshth Tuli
AVAC: A Machine Learning based Adaptive RRAM Variability-Aware Controller for Edge Devices. CoRR (2020)
Rajas Bansal, Shreshth Tuli, Rohan Paul, Mausam
ToolNet: Using Commonsense Generalization for Predicting Tool Use for Robot Plan Synthesis. CoRR (2020)
Shreshth Tuli, Shikhar Tuli, Gurleen Wander, Praneet Wander, Sukhpal Singh Gill, Schahram Dustdar, Rizos Sakellariou, Omer F. Rana
Next generation technologies for smart healthcare: challenges, vision, model, trends and future directions. Internet Technol. Lett. 3 (2) (2020)
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
ThermoSim: Deep Learning based Framework for Modeling and Simulation of Thermal-aware Resource Management for Cloud Computing Environments. CoRR (2020)
Shreshth Tuli, Shikhar Tuli, Rakesh Tuli, Sukhpal Singh Gill
Predicting the growth and trend of COVID-19 pandemic using machine learning and cloud computing. Internet Things 11 (2020)
Sakshi Tiwari, Shreshth Tuli, Isaar Ahmad, Ayushi Agarwal, Preeti Ranjan Panda, Sreenivas Subramoney
REAL: REquest Arbitration in Last Level Caches. ACM Trans. Embed. Comput. Syst. 18 (6) (2020)
Shreshth Tuli, Shashikant Ilager, Kotagiri Ramamohanarao, Rajkumar Buyya
Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments using A3C learning and Residual Recurrent Neural Networks. CoRR (2020)
Riccardo Mancini, Shreshth Tuli, Tommaso Cucinotta, Rajkumar Buyya
iGateLink: A Gateway Library for Linking IoT, Edge, Fog and Cloud Computing Environments. CoRR (2019)
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
Transformative effects of IoT, Blockchain and Artificial Intelligence on cloud computing: Evolution, vision, trends and open challenges. Internet Things 8 (2019)
Shreshth Tuli, Shikhar Tuli, Udit Jain, Rajkumar Buyya
APEX: Adaptive Ext4 File System for Enhanced Data Recoverability in Edge Devices. CloudCom (2019)
Shreshth Tuli, Nipam Basumatary, Sukhpal Singh Gill, Mohsen Kahani, Rajesh Chand Arya, Gurpreet Singh Wander, Rajkumar Buyya
HealthFog: An Ensemble Deep Learning based Smart Healthcare System for Automatic Diagnosis of Heart Diseases in Integrated IoT and Fog Computing Environments. CoRR (2019)
Shreshth Tuli, Md. Redowan Mahmud, Shikhar Tuli, Rajkumar Buyya
FogBus: A Blockchain-based Lightweight Framework for Edge and Fog Computing. J. Syst. Softw. 154 (2019)
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
Transformative effects of IoT, Blockchain and Artificial Intelligence on cloud computing: Evolution, vision, trends and open challenges. CoRR (2019)
Shreshth Tuli, Nipam Basumatary, Rajkumar Buyya
EdgeLens: Deep Learning based Object Detection in Integrated IoT, Fog and Cloud Computing Environments. CoRR (2019)
Shreshth Tuli, Shikhar Tuli, Udit Jain, Rajkumar Buyya
APEX: Adaptive Ext4 File System for Enhanced Data Recoverability in Edge Devices. CoRR (2019)
Shreshth Tuli, Md. Redowan Mahmud, Shikhar Tuli, Rajkumar Buyya
FogBus: A Blockchain-based Lightweight Framework for Edge and Fog Computing. CoRR (2018)