Projet de recherche doctoral numero :8095

Description

Date depot: 24 mars 2021
Titre: Container Orchestration for the Edge Cloud
Directeur de thèse: Prométhée SPATHIS (LIP6)
Encadrant : Timur FRIEDMAN (LIP6)
Encadrant : Olivier FOURMAUX (LIP6)
Domaine scientifique: Sciences et technologies de l'information et de la communication
Thématique CNRS : Non defini

Resumé: Objective Cloud architectures typically are designed for on-demand access to computing and storage resources located in centralized data centers. The ever-greater importance of services such as content delivery and the Internet of Things (IoT) challenges this infrastructure. Constraints such as a need for low latency, and benefits such as those that arise when large data flows are not sent along backhaul links combine to create an interest in deploying services on nodes that are close to the end user. Edge computing is emerging as a distributed computing paradigm that promises to enjoy considerable prominence, especially with the deployment of 5G networks, which explicitly envisage this development. However, edge computing currently lacks robust orchestration mechanisms to automate the management of the life cycles of the applications that deliver services. There is no concrete, production-ready solution such as those, like Kubernetes, that have existed for some years now in the centralized datacenter. However, it is an active research and development field, with ongoing work on edge-specific aspects of orchestration such as scheduling, task offloading, and autonomy in case of non-connectivity. This thesis will advance the state of the art with respect to orchestration for the edge cloud. We will base our work on EdgeNet, a prototype orchestrator that is already under development at LIP6, and that is in use in support of third-party applications (scientific experiments and not-for-profit services). The existence of this tool will allow us to test our innovations in a real-world environment. The key research challenge will be to conceive of scheduling algorithms for the orchestrator that are capable of efficiently finding near-optimal solutions to a constraint matrix made up of edge requirements such as the desired geolocation of edge nodes, the quality of edge node connectivity, and the resources available at the edge nodes. Expected Results We expect to be among the first in the scientific community to propose scheduling algorithms that can be put into use for a new emerging class of edge orchestrators. The algorithms will increase the efficiency of “multitenancy”, in which multiple independent users deploy their services to edge devices that are owned by network operators, as is envisaged with the roll-out of 5G. In the process, we expect to develop software that can be contributed to the open-source code base that has emerged around the Kubernetes orchestrator, which currently is the de facto industry standard for data center orchestration. Our contributions will therefore be both scientific and in the form of tools that we hope will gain wide usage. International Impact The developments around EdgeNet at LIP6 already enjoy considerable international interest. The Silicon Valley company VMware has made charitable donations to the Fondation Sorbonne Université in support of this work, and a leading research team at the New York University Tandon School of Engineering is making use of EdgeNet to deploy a cutting edge content distribution network based upon peer-to-peer payments through cryptocurrency. This thesis will serve to deepen these contacts around areas of mutual interest having to do with the edge cloud, with the potential for joint work and, possibly, the generation of valuable intellectual property for Sorbonne Université.





Doctorant.e: Senel Berat Can