Name
Abstract | ||
|---|---|---|
Edge computing extends a traditional cloud data centre model often by using a microdata centre (mdc) at the network edge for computation and storage. As these edge devices are in proximity to users, this results in improved application response times and reduces load on the cloud data center (cdc). In this paper, we propose a security and deadline aware scheduling algorithm called RT-SANE (Real-Time Security Aware scheduling on the Network Edge). Applications with stringent privacy requirements are scheduled on an mdc closer to the user, whereas others can be scheduled on a cdc or a remotemdc. We also discuss how application performance and network latency influence the choice of an mdc or cdc. The intuition is that due to a lower communication latency between the user & the mdc, more applications are able to meet their deadlines when run on themdc. Conversely, applications with loose deadlines may be executed on a cdc. In order to facilitate this, we also propose a distributed orchestration architecture and protocol that is both performance & security aware. Simulation results show that RT-SANE offers superior real-time performance compared to a number of other scheduling policies in an Edge computing environment, while meeting application privacy requirements. |
Year | DOI | Venue |
|---|---|---|
2017 | 10.1145/3147213.3147216 | PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON UTILITY AND CLOUD COMPUTING (UCC' 17) |
Keywords | Field | DocType |
Internet of Things, IoT, Fog Computing, Edge Computing, Cloud omputing, Cloudlets, Micro Data Centers, Cloud Data Center, Distributed Orchestration, Real-Time, Security | Edge computing,Architecture,Latency (engineering),Scheduling (computing),Computer science,Computer network,Edge device,Data center,Orchestration (computing),Cloud computing | Conference |
Citations | PageRank | References |
6 | 0.42 | 11 |
Authors | ||
5 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Anil Singh | 1 | 6 | 1.43 |
| Nitin Auluck | 2 | 35 | 7.55 |
| Omer Rana | 3 | 104 | 15.28 |
| Andrew Jones | 4 | 109 | 11.01 |
| Surya Nepal | 5 | 1486 | 186.76 |