115 citations · 117 across the 8 of their papers we have counts for
4 papers · 1 filter
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…
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…
MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
Workflow scheduling is a long-studied problem in parallel and distributed computing (PDC), aiming to efficiently utilize compute resources to meet user's service requirements. Rece…
PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
Building a fault-tolerant edge system that can quickly react to node overloads or failures is challenging due to the unreliability of edge devices and the strict service deadlines…