Zobrazeno 1 - 10
of 25
pro vyhledávání: '"Karin Murthy"'
Publikováno v:
NOMS
Process behavior analysis (PBA) has been applied to service quality control for decades. In IT service delivery management, PBA has been widely and successfully applied to monitor key performance indicators (KPIs) over time to identify process anomal
Autor:
Larisa Shwartz, Lin Yang, Jingmin Xu, Jun Zheng, Pengfei Chen, Su Zhuo, Fan Jing Meng, Naga A. Ayachitula, George M. Galambos, Xiao Zhang, Yuan Wang, Karin Murthy, Xiao Xi Liu
Publikováno v:
SOSE
More and more industries are experiencing digital disruption triggered by new technologies for example cloud, mobile, Internet-of-Things, Big Data, and Artificial Intelligence. Majority of applications are predicted to provide cognitive capabilities
Autor:
Prasad M. Deshpande, Karin Murthy, Sheshnarayan Agrawal, Prateek Dewan, Salil Joshi, Mukesh K. Mohania
Publikováno v:
Knowledge and Information Systems. 45:705-730
In today's enterprise world, information about business entities such as a customer's or patient's name, address, and social security number is often present in both relational databases as well as content repositories. Information about such busines
Publikováno v:
IM
This paper presents our initial efforts towards building a cognitive analytics framework for change management. We propose a novel predictive algorithm for change risk calculation based on historical change failures, server failures, change triggered
Publikováno v:
2016 12th International Conference on Network and Service Management (CNSM).
Autor:
Sinem Guven, Karin Murthy
Publikováno v:
2016 12th International Conference on Network and Service Management (CNSM).
Publikováno v:
NOMS
It is common knowledge in the IT service domain that changes to the system configuration are responsible for a major portion of incidents that result in client outages. However, it is typically very difficult to establish a relationship between chang
Autor:
Deepak P, Karin Murthy, Prasad M. Deshpande, Atreyee Dey, Mukesh K. Mohania, Jennifer S. Reed, Ramanujam Halasipuram, Scott Schumacher
Publikováno v:
Proceedings of the VLDB Endowment. 5:1862-1873
Master data management (MDM) integrates data from multiple structured data sources and builds a consolidated 360-degree view of business entities such as customers and products. Today's MDM systems are not prepared to integrate information from unstr
Autor:
G. Wright, Yu Deng, Stanislaw Wozniak, Gargi B. Dasgupta, Pietro Iannucci, Constantin Adam, Amitkumar M. Paradkar, Jin Xiao, Daniela Rosu, H. R. Motahari Nezhad, Nicholas C. M. Fuller, Dorothea Wiesmann, Taiga Nakamura, Karin Murthy, Fan Jing Meng, Shu Tao, Larisa Shwartz, Dennis A. Perpetua, Ruchi Mahindru, Jinho Hwang, Naga A. Ayachitula, Giovanni Lanfranchi, Anup K. Kalia, David Lanyi, Birgit Pfitzmann, Muhammed Fatih Bulut, Milton H. Hernandez, Kristof Kloeckner, Hagen Völzer, A. Mahamuni, Sai Zeng, Su Zhuo, Nikolaos Anerousis, M. Surendra, Sandeep Gopisetty, Heiko Ludwig, Maja Vukovic, Yixin Diao
Publikováno v:
IBM Journal of Research and Development. 62:8:1-8:11
In this paper, we present IBM's cognitive strategy for service delivery transformation to a services integration approach for IT service management. This transformation is fueled by three fundamental technological paradigms: cognitive, cloud, and dat
Publikováno v:
IM
Large enterprises are confronted with an increased need to fully understand the IT systems that support their business applications. Unfortunately, conventional communication trace-based approaches to discovering IT infrastructure dependencies are in