Abstract
DevOps, the widely used buzzword in the software industry, is an umbrella term to describe the technologies and processes used to bring together software development and IT operations to build and deliver software in a repeatable and automated manner. Because of widespread breach of personal and confidential data, the software industry is increasingly taking steps to build security in to the various stages of DevOps lifecycle. This process of integrating security as a key element within the DevOps life cycle is called DevSecOps. Recent advances in artificial intelligence and machine learning techniques can augment DevOps processes by automating the path from development to production, predicting the effects of deployment on production environments, and automatically responding to changes in the environment. This process of incorporating AI in DevOps life cycle is called AIOps. In this paper, the author discusses the recent trends and some challenges in the software industry to incorporate security and artificial intelligence into the various stages of the DevOps life cycle to deliver efficient, reliable, and secured software.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
DevOps Lifecycle | Introduction to DevOps | DevOps Tools. https://www.youtube.com/watch?v=Y-rj4vFc1Q8&t=613s. Last accessed 5 Jan 2020
Kiesnoski K, 5 of the biggest data breaches ever. https://www.cnbc.com/2019/07/30/five-of-the-biggest-data-breaches-ever.html. Last accessed 5 Jan 2020
The Forrester Wave™, Intelligent Application And Service Monitoring, Q2 2019, https://content.sciencelogic.com/aiops_automation_engine/Forrester_Wave?lx=o7-w7S%3Futm_source%3Dwebsite. Last accessed 5 Jan 2020
DevOps, http://www.jirehtechconsulting.com/what-is-devops/. Last accessed 5 Jan 2020
AppSec in a DevOps World, https://owasp.org/www-pdf-archive/2017-04-20-AppSecDevops.pdf. Last accessed 5 Jan 2020
The Current State of AIOps, https://thenewstack.io/the-current-state-of-aiops/. Last accessed 5 Jan 2020
Artificial intelligence for DevOps automation, https://jamieai.com/artificial-intelligence-fordevops-automation/. Last accessed 5 Jan 2020
AIOps: Using Artificial Intelligence in DevOps, https://opensenselabs.com/blog/articles/aiops. Last accessed 1 Jan 2020
A Survey of DevOps Concepts and Challenges, https://arxiv.org/pdf/1909.05409.pdf. Last accessed 5 Jan 2020
30 common challenges to DevOps and how to resolve them, https://techbeacon.com/devops/30-common-challenges-devops-how-resolve-them. Last accessed 20 Jan 2020
DevSecOps-A Multivocal Literature Review, https://www.researchgate.net/publication/319633880_DevSecOps_A_Multivocal_Literature_Review. Last accessed Jan 2020
The challenges of shifting to DevSecOps, https://www.itproportal.com/features/the-challenges-of-shifting-to-devsecops/. Last accessed 5 Jan 2020
DevSecOps Definition, New Challenges, New To-Do’s, https://www.itprotoday.com/devops/devsecops-definition-new-challenges-new-dos. Last accessed 5 Jan 2020
Essential guide to AIOps: Top tools and implementation tips, https://techbeacon.com/enterprise-it/essential-guide-aiops-top-tools-implementation-tips. Last accessed 20 Jan 2020
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2021 The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
About this paper
Cite this paper
Sen, A. (2021). DevOps, DevSecOps, AIOPS- Paradigms to IT Operations. In: Singh, P.K., Noor, A., Kolekar, M.H., Tanwar, S., Bhatnagar, R.K., Khanna, S. (eds) Evolving Technologies for Computing, Communication and Smart World. Lecture Notes in Electrical Engineering, vol 694. Springer, Singapore. https://doi.org/10.1007/978-981-15-7804-5_16
Download citation
DOI: https://doi.org/10.1007/978-981-15-7804-5_16
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-15-7803-8
Online ISBN: 978-981-15-7804-5
eBook Packages: Computer ScienceComputer Science (R0)