Genady Ya. Grabarnik

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 22

Top Topics

Service Management

Causal Structure

Multi Armed Bandit

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Davide Borsatti, Walter Cerroni, Luca Foschini, Genady Ya. Grabarnik, Filippo Poltronieri, Domenico Scotece, Larisa Shwartz, Cesare Stefanelli, Mauro Tortonesi, Mattia Zaccarini
Modeling Digital Twins of Kubernetes-Based Applications. ISCC (2023)
Genady Ya. Grabarnik, Filippo Poltronieri, Mauro Tortonesi, Mattia Zaccarini, Larisa Shwartz
Using Simulation and DT to Improve Performance of Systems Operation Modeling. CASCON (2023)
Lorenzo Manca, Davide Borsatti, Filippo Poltronieri, Mattia Zaccarini, Domenico Scotece, Gianluca Davoli, Luca Foschini, Genady Ya. Grabarnik, Larisa Shwartz, Cesare Stefanelli, Mauro Tortonesi, Walter Cerroni
Characterization of Microservice Response Time in Kubernetes: A Mixture Density Network Approach. CNSM (2023)
Walter Cerroni, Luca Foschini, Genady Ya. Grabarnik, Filippo Poltronieri, Larisa Shwartz, Cesare Stefanelli, Mauro Tortonesi
BDMaaS+: Business-Driven and Simulation-Based Optimization of IT Services in the Hybrid Cloud. IEEE Trans. Netw. Serv. Manag. 19 (1) (2022)
Qing Wang, Larisa Shwartz, Genady Ya. Grabarnik, Vijay Arya, Karthikeyan Shanmugam
Detecting Causal Structure on Cloud Application Microservices Using Granger Causality Models. CLOUD (2021)
Walter Cerroni, Luca Foschini, Genady Ya. Grabarnik, Larisa Shwartz, Mauro Tortonesi
What-if Scenario Analysis for IT Services in Hybrid Cloud Environments with BDMaaS+. IM (2019)
Genady Ya. Grabarnik, Serge Yaskolko
Automated Partial Credit for STEM classes. FIE (2019)
Qing Wang, Larisa Shwartz, Genady Ya. Grabarnik, Michael Nidd, Jinho Hwang
Leveraging AI in Service Automation Modeling: From Classical AI Through Deep Learning to Combination Models. ICSOC (2019)
Chunqiu Zeng, Liang Tang, Wubai Zhou, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik
An Integrated Framework for Mining Temporal Logs from Fluctuating Events. IEEE Trans. Serv. Comput. 12 (2) (2019)
Qing Wang, Chunqiu Zeng, Wubai Zhou, Tao Li, S. S. Iyengar, Larisa Shwartz, Genady Ya. Grabarnik
Online Interactive Collaborative Filtering Using Multi-Armed Bandit with Dependent Arms. IEEE Trans. Knowl. Data Eng. 31 (8) (2019)
Qing Wang, Tao Li, S. S. Iyengar, Larisa Shwartz, Genady Ya. Grabarnik
Online IT Ticket Automation Recommendation Using Hierarchical Multi-armed Bandit Algorithms. SDM (2018)
Genady Ya. Grabarnik, Luiza Kim-Tyan, Serge Yaskolko
Improving STEM's Calculus education using cross-countries best teaching practices. FIE (2018)
Qing Wang, Chunqiu Zeng, S. S. Iyengar, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik
AISTAR: An Intelligent System for Online IT Ticket Automation Recommendation. IEEE BigData (2018)
Walter Cerroni, Luca Foschini, Genady Ya. Grabarnik, Larisa Shwartz, Mauro Tortonesi
Estimating Delay Times Between Cloud Datacenters: A Pragmatic Modeling Approach. IEEE Commun. Lett. 22 (3) (2018)
Wubai Zhou, Xiaolong Zhu, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik
Multi-view feature selection for labeling noisy ticket data. NOMS (2018)
Walter Cerroni, Luca Foschini, Genady Ya. Grabarnik, Larisa Shwartz, Mauro Tortonesi
Service Placement for Hybrid Clouds Environments based on Realistic Network Measurements. CNSM (2018)
Wubai Zhou, Wei Xue, Ramesh Baral, Qing Wang, Chunqiu Zeng, Tao Li, Jian Xu, Zheng Liu, Larisa Shwartz, Genady Ya. Grabarnik
STAR: A System for Ticket Analysis and Resolution. KDD (2017)
Qing Wang, Chunqiu Zeng, Wubai Zhou, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik
Online Interactive Collaborative Filtering Using Multi-Armed Bandit with Dependent Arms. CoRR (2017)
Chunqiu Zeng, Wubai Zhou, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik
Knowledge Guided Hierarchical Multi-Label Classification Over Ticket Data. IEEE Trans. Netw. Serv. Manag. 14 (2) (2017)
Qing Wang, Wubai Zhou, Chunqiu Zeng, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik
Constructing the Knowledge Base for Cognitive IT Service Management. SCC (2017)
Wubai Zhou, Liang Tang, Chunqiu Zeng, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik
Resolution Recommendation for Event Tickets in Service Management. IEEE Trans. Netw. Serv. Manag. 13 (4) (2016)
Genady Ya. Grabarnik, Mauro Tortonesi, Larisa Shwartz
Data-driven cloud-based IT services performance forecasting. IEEE BigData (2016)
Wubai Zhou, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik
Recommending ticket resolution using feature adaptation. CNSM (2015)
Genady Ya. Grabarnik, Mauro Tortonesi, Larisa Shwartz
Business-driven configuration of IT services in public and hybrid clouds based on performance forecasting. IM (2015)