Interactive application deployment planning for heterogeneous computing continuums
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Authors
Author (Corporation)
Publication date
2021
Typ of student thesis
Course of study
Collections
Type
04B - Conference paper
Editor (Corporation)
Supervisor
Parent work
Advanced Information Networking and Applications. Proceedings of the 35th International Conference on Advanced Information Networking and Applications (AINA-2021)
Special issue
DOI of the original publication
Link
Series
Lecture Notes in Networks and Systems
Series number
227
Volume
3
Issue / Number
Pages / Duration
551-560
Patent number
Publisher / Publishing institution
Springer
Place of publication / Event location
Cham
Edition
Version
Programming language
Assignee
Practice partner / Client
Abstract
Distributed applications in industry are modular compositions involving containers, functions and other executable units. To make them deployable and executable in production, they need to be assigned to heterogeneous resources in computing continuum’s, consisting of multiple clouds, devices and other runtime platforms. Existing assignment processes are neither transparent nor interactive. To overcome this limitation, we introduce the Continuum Deployer, a tool capable of reading application descriptions (e.g. Helm charts for Kubernetes), interactively performing and comparing assignment algorithms (e.g. to multiple K8s and K3s cloud/edge/fog/device resources), and exporting deployment files (e.g. Kubernetes manifests). We evaluate the tool with empirical package analysis, exemplary deployments and a synthetic experiment to appropriately address scalability concerns.
Keywords
Information Networking, Intelligent Systems, Data Mining, IoT
Subject (DDC)
Event
35th International Conference on Advanced Information Networking and Applications
Exhibition start date
Exhibition end date
Conference start date
12.05.2021
Conference end date
14.05.2021
Date of the last check
ISBN
978-3-030-75077-0
978-3-030-75078-7
978-3-030-75078-7
ISSN
Language
English
Created during FHNW affiliation
No
Strategic action fields FHNW
Publication status
Published
Review
Peer review of the complete publication
Open access category
Closed
License
Citation
Hass, D., & Spillner, J. (2021). Interactive application deployment planning for heterogeneous computing continuums. In L. Barolli, I. Woungang, & T. Enokido (Eds.), Advanced Information Networking and Applications. Proceedings of the 35th International Conference on Advanced Information Networking and Applications (AINA-2021) (Vol. 3, pp. 551–560). Springer. https://doi.org/10.1007/978-3-030-75078-7_55