An overview of data-driven techniques for IT-service-management

P Kubiak, S Rass - IEEE Access, 2018 - ieeexplore.ieee.org
High availability of information technology (IT)-applications and-infrastructure components is
a significant factor for the success of organizations because more and more business …

A survey on intelligent management of alerts and incidents in IT services

Q Yu, N Zhao, M Li, Z Li, H Wang, W Zhang… - Journal of Network and …, 2024 - Elsevier
Modern service systems are constantly improving with the development of various IT
technologies, leading to a boost in system scales and complex dependencies among …

Supporting telecommunication alarm management system with trouble ticket prediction

MW Asres, MA Mengistu… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Fault alarm data emanated from heterogeneous telecommunication network services and
infrastructures are exploding with network expansions. Managing and tracking the alarms …

Signature based trouble ticket classification

J Xu, H Zhang, W Zhou, R He, T Li - Future Generation Computer Systems, 2018 - Elsevier
When a critical system exhibits an incident during its operation, a ticket is usually generated
by the monitoring systems or users to describe its issue and should be fixed by system …

Clustering and labeling IT maintenance tickets

S Roy, DP Muni, JJY Tack Yan, N Budhiraja… - … , ICSOC 2016, Banff, AB …, 2016 - Springer
The goal of a Service System in an organization is to deliver uninterrupted service towards
achieving business success. Ticketing system is an example of a Service System which is …

Ticket-bert: Labeling incident management tickets with language models

Z Liu, C Benge, S Jiang - arXiv preprint arXiv:2307.00108, 2023 - arxiv.org
An essential aspect of prioritizing incident tickets for resolution is efficiently labeling tickets
with fine-grained categories. However, ticket data is often complex and poses several …

Cataloger: Catalog recommendation service for it change requests

AK Kalia, J Xiao, MF Bulut, M Vukovic… - … Oriented Computing: 15th …, 2017 - Springer
Abstract Service automation improves the efficiency of IT service management processes.
Traditionally, IT change management relies on humans to submit a change request ticket or …

On the adoption and impact of predictive analytics for server incident reduction

I Giurgiu, D Wiesmann, J Bogojeska… - IBM Journal of …, 2017 - ieeexplore.ieee.org
The Predictive Analytics for Server Incident Reduction (PASIR) solution developed at IBM
has been broadly deployed to 130 IT environments since the beginning of 2014. The …

Enabling data driven projects for a modern enterprise

T Artyom - Труды Института системного программирования …, 2016 - cyberleninka.ru
With the growing volume and demand for data a major concern for an Organization trying to
implement Data Driven projects, is not only how to technically collect, cleanse, integrate …

[HTML][HTML] Technological incident classification model from a machine learning approach in insurance services

PA Gómez-Jaramillo, F González-Echavarría… - Dyna, 2022 - scielo.org.co
Managing technological incidents in insurance companies requires a correct and timely
assignment of these to the problem-solving teams. Classifying these incidents by humans …