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ORCIDShreshth Tuli
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2020 – today
- 2024
[j28]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): 6881-6895 (2024)- [c13]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: 20113-20122 - [c12]Siddhant Sharma, Shreshth Tuli, Rohan Paul:
Unsupervised Learning of Neuro-symbolic Rules for Generalizable Context-aware Planning in Object Arrangement Tasks. ICRA 2024: 12865-12872 - [i37]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 abs/2402.15767 (2024) - [i36]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 abs/2404.01812 (2024) - [i35]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 abs/2406.00001 (2024) - [i34]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 abs/2406.01650 (2024) - 2023
- [j27]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: 100667 (2023) - [j26]Shikhar Tuli, Bhishma Dedhia, Shreshth Tuli, Niraj K. Jha:
FlexiBERT: Are Current Transformer Architectures too Homogeneous and Rigid? J. Artif. Intell. Res. 77: 39-70 (2023) - [j25]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: 103648 (2023) - [j24]Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings:
Learning to Dynamically Select Cost Optimal Schedulers in Cloud Computing Environments. SIGMETRICS Perform. Evaluation Rev. 50(4): 29-31 (2023) - [j23]Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings:
SciNet: Codesign of Resource Management in Cloud Computing Environments. IEEE Trans. Computers 72(12): 3590-3602 (2023) - [j22]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): 5539-5554 (2023) - [j21]Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings:
DRAGON: Decentralized Fault Tolerance in Edge Federations. IEEE Trans. Netw. Serv. Manag. 20(1): 276-291 (2023) - [j20]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): 4448-4460 (2023) - [j19]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): 615-627 (2023) - [c11]Yichong Chen, Manuel Roveri, Shreshth Tuli, Giuliano Casale:
Coupling QoS Co-Simulation with Online Adaptive Arrival Forecasting. CNSM 2023: 1-9 - [c10]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: 122-133 - [c9]Shreshth Tuli, Giuliano Casale, Ludmila Cherkasova, Nicholas R. Jennings:
DeepFT: Fault-Tolerant Edge Computing using a Self-Supervised Deep Surrogate Model. INFOCOM 2023: 1-10 - [i33]Shreshth Tuli, Kinga Bojarczuk, Natalija Gucevska, Mark Harman, Xiao-Yu Wang, Graham Wright:
Simulation-Driven Automated End-to-End Test and Oracle Inference. CoRR abs/2302.02374 (2023) - [i32]Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings:
CILP: Co-simulation based Imitation Learner for Dynamic Resource Provisioning in Cloud Computing Environments. CoRR abs/2302.05630 (2023) - 2022
- [j18]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: 1595-1631 (2022) - [j17]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: 111124 (2022) - [j16]Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings:
TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data. Proc. VLDB Endow. 15(6): 1201-1214 (2022) - [j15]Shreshth Tuli:
SplitPlace: Intelligent Placement of Split Neural Nets in Mobile Edge Environments. SIGMETRICS Perform. Evaluation Rev. 49(2): 63-65 (2022) - [j14]Shreshth Tuli:
AI and Co-Simulation Driven Resource Management in Fog Computing Environments. SIGMETRICS Perform. Evaluation Rev. 50(3): 16-19 (2022) - [j13]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): 940-954 (2022) - [j12]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): 101-116 (2022) - [j11]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): 2794-2807 (2022) - [j10]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): 2821-2833 (2022) - [c8]Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings:
MetaNet: Automated Dynamic Selection of Scheduling Policies in Cloud Environments. CLOUD 2022: 331-341 - [c7]Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings:
CAROL: Confidence-Aware Resilience Model for Edge Federations. DSN 2022: 28-40 - [c6]Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings:
PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing. INFOCOM 2022: 670-679 - [c5]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: 2092-2099 - [c4]Shreshth Tuli, Giuliano Casale:
Optimizing the Performance of Fog Computing Environments Using AI and Co-Simulation. ICPE (Companion) 2022: 25-28 - [i31]Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings:
TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data. CoRR abs/2201.07284 (2022) - [i30]Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings:
CAROL: Confidence-Aware Resilience Model for Edge Federations. CoRR abs/2203.07140 (2022) - [i29]Shreya Sharma, Jigyasa Gupta, Shreshth Tuli, Rohan Paul, Mausam:
GoalNet: Inferring Conjunctive Goal Predicates from Human Plan Demonstrations for Robot Instruction Following. CoRR abs/2205.07081 (2022) - [i28]Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings:
SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments. CoRR abs/2205.10635 (2022) - [i27]Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings:
Learning to Dynamically Select Cost Optimal Schedulers in Cloud Computing Environments. CoRR abs/2205.10640 (2022) - [i26]Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings:
MetaNet: Automated Dynamic Selection of Scheduling Policies in Cloud Environments. CoRR abs/2205.10642 (2022) - [i25]Shikhar Tuli, Bhishma Dedhia, Shreshth Tuli, Niraj K. Jha:
FlexiBERT: Are Current Transformer Architectures too Homogeneous and Rigid? CoRR abs/2205.11656 (2022) - [i24]Shreshth Tuli, Matthew R. Wilkinson, Chris Kettell:
RadNet: Incident Prediction in Spatio-Temporal Road Graph Networks Using Traffic Forecasting. CoRR abs/2206.05602 (2022) - [i23]Shreshth Tuli, Rajas Bansal, Rohan Paul, Mausam:
ToolTango: Common sense Generalization in Predicting Sequential Tool Interactions for Robot Plan Synthesis. CoRR abs/2206.09141 (2022) - [i22]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 abs/2208.00761 (2022) - [i21]Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings:
DRAGON: Decentralized Fault Tolerance in Edge Federations. CoRR abs/2208.07658 (2022) - [i20]Shreshth Tuli, Giuliano Casale, Ludmila Cherkasova, Nicholas R. Jennings:
DeepFT: Fault-Tolerant Edge Computing using a Self-Supervised Deep Surrogate Model. CoRR abs/2212.01302 (2022) - 2021
- [c3]Shreshth Tuli, Rajas Bansal, Rohan Paul, Mausam:
TANGO: Commonsense Generalization in Predicting Tool Interactions for Mobile Manipulators. IJCAI 2021: 4197-4205 - [i19]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 abs/2104.14392 (2021) - [i18]Shreshth Tuli, Rajas Bansal, Rohan Paul, Mausam:
TANGO: Commonsense Generalization in Predicting Tool Interactions for Mobile Manipulators. CoRR abs/2105.04556 (2021) - [i17]Shreshth Tuli, Shikhar Tuli, Giuliano Casale, Nicholas R. Jennings:
Generative Optimization Networks for Memory Efficient Data Generation. CoRR abs/2110.02912 (2021) - [i16]Shreshth Tuli:
SplitPlace: Intelligent Placement of Split Neural Nets in Mobile Edge Environments. CoRR abs/2110.04841 (2021) - [i15]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 abs/2110.05529 (2021) - [i14]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 abs/2111.10241 (2021) - [i13]Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings:
PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing. CoRR abs/2112.02292 (2021) - [i12]Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings:
MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems. CoRR abs/2112.07269 (2021) - [i11]Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings:
GOSH: Task Scheduling Using Deep Surrogate Models in Fog Computing Environments. CoRR abs/2112.08916 (2021) - 2020
- [j9]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: 187-200 (2020) - [j8]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: 595-606 (2020) - [j7]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: 100222 (2020) - [j6]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) - [j5]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) - [j4]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: 110596 (2020) - [j3]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): 115:1-115:24 (2020) - [c2]Shikhar Tuli, Shreshth Tuli:
AVAC: A Machine Learning Based Adaptive RRAM Variability-Aware Controller for Edge Devices. ISCAS 2020: 1-5 - [i10]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 abs/2004.08131 (2020) - [i9]Shikhar Tuli, Shreshth Tuli:
AVAC: A Machine Learning based Adaptive RRAM Variability-Aware Controller for Edge Devices. CoRR abs/2005.03077 (2020) - [i8]Rajas Bansal, Shreshth Tuli, Rohan Paul, Mausam:
ToolNet: Using Commonsense Generalization for Predicting Tool Use for Robot Plan Synthesis. CoRR abs/2006.05478 (2020) - [i7]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 abs/2009.02186 (2020)
2010 – 2019
- 2019
- [j2]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) - [j1]Shreshth Tuli, Md. Redowan Mahmud, Shikhar Tuli, Rajkumar Buyya:
FogBus: A Blockchain-based Lightweight Framework for Edge and Fog Computing. J. Syst. Softw. 154: 22-36 (2019) - [c1]Shreshth Tuli, Shikhar Tuli, Udit Jain, Rajkumar Buyya:
APEX: Adaptive Ext4 File System for Enhanced Data Recoverability in Edge Devices. CloudCom 2019: 191-198 - [i6]Shreshth Tuli, Nipam Basumatary, Rajkumar Buyya:
EdgeLens: Deep Learning based Object Detection in Integrated IoT, Fog and Cloud Computing Environments. CoRR abs/1906.11056 (2019) - [i5]Shreshth Tuli, Shikhar Tuli, Udit Jain, Rajkumar Buyya:
APEX: Adaptive Ext4 File System for Enhanced Data Recoverability in Edge Devices. CoRR abs/1910.01642 (2019) - [i4]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 abs/1911.01941 (2019) - [i3]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 abs/1911.06633 (2019) - [i2]Riccardo Mancini, Shreshth Tuli, Tommaso Cucinotta, Rajkumar Buyya:
iGateLink: A Gateway Library for Linking IoT, Edge, Fog and Cloud Computing Environments. CoRR abs/1911.08413 (2019) - 2018
- [i1]Shreshth Tuli, Md. Redowan Mahmud, Shikhar Tuli, Rajkumar Buyya:
FogBus: A Blockchain-based Lightweight Framework for Edge and Fog Computing. CoRR abs/1811.11978 (2018)
Coauthor Index
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