2026-09-22T07:21:43Z https://www.ideals.illinois.edu/oai-pmh

oai:www.ideals.illinois.edu:2142/116124 2023-07-11 col_2142_5131 col_2142_10761 com_2142_5130 com_2142_10755 com_2142_234

Mohan, Sibin 2022-08 application/pdf en text Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2024-08-01 The student, Vishakh Suresh Babu, accepted the attached license on 2022-07-20 at 15:45. The student, Vishakh Suresh Babu, submitted this Thesis for approval on 2022-07-20 at 16:36. This Thesis was approved for publication on 2022-07-21 at 10:18. DSpace SAF Submission Ingestion Package generated from Vireo submission #18393 on 2022-11-15 at 21:40:38 Forecasting resource availability for supporting real-time container migration Suresh Babu, Vishakh 2022-07-21 Real-time Container Migration Forecasting Hard real-time applications have stringent response time requirements and failure to meet the deadlines can have catastrophic consequences. With the success of the edge computing paradigm, more edge applications have real-time requirements. User mobility and multi-tenancy on the edge nodes create new challenges for these real-time applications running inside containers. These problems can be resolved by migrating the container along with all of the underlying files to a new node where the application can run safely. However, single-target migration is prone to failure due to network issues or system crashes at the target. It is also hard to guarantee that applications will meet their real-time requirements during (or even after) the migration process. To this end, we propose a framework for planning reliable real-time container migration. This framework monitors the container and nodes in the network and accurately predicts the future resource availability of the nodes. The forecasts are used to identify a subset of nodes that have sufficient resources to run the container. We migrate to multiple nodes in parallel to make it resilient to network issues and crashes. Thesis eng https://hdl.handle.net/2142/116124 Copyright 2022 Vishakh Suresh Babu M.S. Thesis Computer Science University of Illinois at Urbana-Champaign Computer Science