Publications (37)
DRAGON: Decentralized Fault Tolerance in Edge Federations
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
Edge Federation is a new computing paradigm that seamlessly interconnects the resources of multiple edge service providers. A key challenge in such systems is the deployment of lat…
RadNet: Incident Prediction in Spatio-Temporal Road Graph Networks Using Traffic Forecasting
Shreshth Tuli, Matthew R. Wilkinson, Chris Kettell
Efficient and accurate incident prediction in spatio-temporal systems is critical to minimize service downtime and optimize performance. This work aims to utilize historic data to…
GOSH: Task Scheduling Using Deep Surrogate Models in Fog Computing Environments
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
Recently, intelligent scheduling approaches using surrogate models have been proposed to efficiently allocate volatile tasks in heterogeneous fog environments. Advances like determ…
iGateLink: A Gateway Library for Linking IoT, Edge, Fog and Cloud Computing Environments
Riccardo Mancini, Shreshth Tuli, Tommaso Cucinotta +1
In recent years, the Internet of Things (IoT) has been growing in popularity, along with the increasingly important role played by IoT gateways, mediating the interactions among a…
Uncertainty-aware Active Learning of NeRF-based Object Models for Robot Manipulators using Visual and Re-orientation Actions
Saptarshi Dasgupta, Akshat Gupta, Shreshth Tuli +1
Manipulating unseen objects is challenging without a 3D representation, as objects generally have occluded surfaces. This requires physical interaction with objects to build their…
COSCO: Container Orchestration using Co-Simulation and Gradient Based Optimization for Fog Computing Environments
Shreshth Tuli, Shivananda Poojara, Satish N. Srirama +2
Intelligent task placement and management of tasks in large-scale fog platforms is challenging due to the highly volatile nature of modern workload applications and sensitive user…