Ai for it operations (aiops) on cloud platforms: Reviews, opportunities and challenges

Q Cheng, D Sahoo, A Saha, W Yang, C Liu… - arXiv preprint arXiv …, 2023 - arxiv.org
Artificial Intelligence for IT operations (AIOps) aims to combine the power of AI with the big
data generated by IT Operations processes, particularly in cloud infrastructures, to provide …

A systematic mapping study in AIOps

P Notaro, J Cardoso, M Gerndt - International Conference on Service …, 2020 - Springer
IT systems of today are becoming larger and more complex, rendering their human
supervision more difficult. Artificial Intelligence for IT Operations (AIOps) has been proposed …

AIOps for a cloud object storage service

A Levin, S Garion, EK Kolodner… - … Congress on Big …, 2019 - ieeexplore.ieee.org
With the growing reliance on the ubiquitous availability of IT systems and services, these
systems become more global, scaled, and complex to operate. To maintain business …

Multi-source distributed system data for ai-powered analytics

S Nedelkoski, J Bogatinovski, AK Mandapati… - Service-Oriented and …, 2020 - Springer
The emerging field of Artificial Intelligence for IT Operations (AIOps) utilizes monitoring data,
big data platforms, and machine learning, to automate operations and maintenance (O&M) …

AIOps: predictive analytics & machine learning in operations

A Masood, A Hashmi, A Masood, A Hashmi - Cognitive computing recipes …, 2019 - Springer
The operations landscape today is more complex than ever. IT Ops teams have to fight an
uphill battle managing the massive amounts of data that is being generated by modern IT …

A survey of aiops methods for failure management

P Notaro, J Cardoso, M Gerndt - ACM Transactions on Intelligent …, 2021 - dl.acm.org
Modern society is increasingly moving toward complex and distributed computing systems.
The increase in scale and complexity of these systems challenges O&M teams that perform …

[PDF][PDF] Exploring the Transformative Benefits of Integrating Artificial Intelligence into Configuration Management Database (CMDB)

Y Chinthapatla - Journal Homepage: http://www. ijmra. us, 2024 - researchgate.net
In the dynamic landscape of IT service management, the integration of Artificial Intelligence
(AI) into the Configuration Management Database (CMDB) is reshaping the paradigms of IT …

Towards intelligent incident management: why we need it and how we make it

Z Chen, Y Kang, L Li, X Zhang, H Zhang, H Xu… - Proceedings of the 28th …, 2020 - dl.acm.org
The management of cloud service incidents (unplanned interruptions or outages of a
service/product) greatly affects customer satisfaction and business revenue. After years of …

Aiops: A multivocal literature review

L Rijal, R Colomo-Palacios… - Artificial Intelligence for …, 2022 - Springer
In the age of Internet of Things (IoT) and big data, artificial intelligence for IT operations
(AIOps) plays an important role in enhancing IT operations. Such operation tasks include …

Constructing large-scale real-world benchmark datasets for aiops

Z Li, N Zhao, S Zhang, Y Sun, P Chen, X Wen… - arXiv preprint arXiv …, 2022 - arxiv.org
Recently, AIOps (Artificial Intelligence for IT Operations) has been well studied in academia
and industry to enable automated and effective software service management. Plenty of …