Genady Ya. Grabarnik

27 papers A* 1A 2B 8C 4Journal 8Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Chaos Engineering Based Kubernetes Pod Rescheduling Through Deep Sets and Reinforcement Learning. NOMS Mattia Zaccarini, Filippo Poltronieri, Davide Borsatti, Walter Cerroni, Luca Foschini, Genady Ya. Grabarnik, Domenico Scotece, Larisa Shwartz, Cesare Stefanelli, Mauro Tortonesi
2024	J	`jnl`	KubeTwin: A Digital Twin Framework for Kubernetes Deployments at Scale. IEEE Trans. Netw. Serv. Manag. Davide Borsatti, Walter Cerroni, Luca Foschini, Genady Ya. Grabarnik, Lorenzo Manca, Filippo Poltronieri, Domenico Scotece, Larisa Shwartz, Cesare Stefanelli, Mauro Tortonesi, Mattia Zaccarini
2024	C	`conf`	TELKA: Twin-Enhanced Learning for Kubernetes Applications. ISCC Mattia Zaccarini, Davide Borsatti, Walter Cerroni, Luca Foschini, Genady Ya. Grabarnik, Lorenzo Manca, Filippo Poltronieri, Domenico Scotece, Larisa Shwartz, Cesare Stefanelli, Mauro Tortonesi
2023	B	`conf`	Characterization of Microservice Response Time in Kubernetes: A Mixture Density Network Approach. CNSM 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
2023	C	`conf`	Modeling Digital Twins of Kubernetes-Based Applications. ISCC Davide Borsatti, Walter Cerroni, Luca Foschini, Genady Ya. Grabarnik, Filippo Poltronieri, Domenico Scotece, Larisa Shwartz, Cesare Stefanelli, Mauro Tortonesi, Mattia Zaccarini
2023	—	`conf`	Using Simulation and DT to Improve Performance of Systems Operation Modeling. CASCON Genady Ya. Grabarnik, Filippo Poltronieri, Mauro Tortonesi, Mattia Zaccarini, Larisa Shwartz
2022	J	`jnl`	BDMaaS+: Business-Driven and Simulation-Based Optimization of IT Services in the Hybrid Cloud. IEEE Trans. Netw. Serv. Manag. Walter Cerroni, Luca Foschini, Genady Ya. Grabarnik, Filippo Poltronieri, Larisa Shwartz, Cesare Stefanelli, Mauro Tortonesi
2021	B	`conf`	Detecting Causal Structure on Cloud Application Microservices Using Granger Causality Models. CLOUD Qing Wang, Larisa Shwartz, Genady Ya. Grabarnik, Vijay Arya, Karthikeyan Shanmugam
2019	J	`jnl`	An Integrated Framework for Mining Temporal Logs from Fluctuating Events. IEEE Trans. Serv. Comput. Chunqiu Zeng, Liang Tang, Wubai Zhou, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik
2019	C	`conf`	Automated Partial Credit for STEM classes. FIE Genady Ya. Grabarnik, Serge Yaskolko
2019	A	`conf`	Leveraging AI in Service Automation Modeling: From Classical AI Through Deep Learning to Combination Models. ICSOC Qing Wang, Larisa Shwartz, Genady Ya. Grabarnik, Michael Nidd, Jinho Hwang
2019	J	`jnl`	Online Interactive Collaborative Filtering Using Multi-Armed Bandit with Dependent Arms. IEEE Trans. Knowl. Data Eng. Qing Wang, Chunqiu Zeng, Wubai Zhou, Tao Li, S. S. Iyengar, Larisa Shwartz, Genady Ya. Grabarnik
2019	B	`conf`	What-if Scenario Analysis for IT Services in Hybrid Cloud Environments with BDMaaS+. IM Walter Cerroni, Luca Foschini, Genady Ya. Grabarnik, Larisa Shwartz, Mauro Tortonesi
2018	—	`conf`	AISTAR: An Intelligent System for Online IT Ticket Automation Recommendation. IEEE BigData Qing Wang, Chunqiu Zeng, S. S. Iyengar, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik
2018	J	`jnl`	Estimating Delay Times Between Cloud Datacenters: A Pragmatic Modeling Approach. IEEE Commun. Lett. Walter Cerroni, Luca Foschini, Genady Ya. Grabarnik, Larisa Shwartz, Mauro Tortonesi
2018	C	`conf`	Improving STEM's Calculus education using cross-countries best teaching practices. FIE Genady Ya. Grabarnik, Luiza Kim-Tyan, Serge Yaskolko
2018	B	`conf`	Multi-view feature selection for labeling noisy ticket data. NOMS Wubai Zhou, Xiaolong Zhu, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik
2018	A	`conf`	Online IT Ticket Automation Recommendation Using Hierarchical Multi-armed Bandit Algorithms. SDM Qing Wang, Tao Li, S. S. Iyengar, Larisa Shwartz, Genady Ya. Grabarnik
2018	B	`conf`	Service Placement for Hybrid Clouds Environments based on Realistic Network Measurements. CNSM Walter Cerroni, Luca Foschini, Genady Ya. Grabarnik, Larisa Shwartz, Mauro Tortonesi
2017	—	`conf`	Constructing the Knowledge Base for Cognitive IT Service Management. SCC Qing Wang, Wubai Zhou, Chunqiu Zeng, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik
2017	J	`jnl`	Knowledge Guided Hierarchical Multi-Label Classification Over Ticket Data. IEEE Trans. Netw. Serv. Manag. Chunqiu Zeng, Wubai Zhou, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik
2017	J	`jnl`	Online Interactive Collaborative Filtering Using Multi-Armed Bandit with Dependent Arms. CoRR Qing Wang, Chunqiu Zeng, Wubai Zhou, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik
2017	A*	`conf`	STAR: A System for Ticket Analysis and Resolution. KDD Wubai Zhou, Wei Xue, Ramesh Baral, Qing Wang, Chunqiu Zeng, Tao Li, Jian Xu, Zheng Liu, Larisa Shwartz, Genady Ya. Grabarnik
2016	—	`conf`	Data-driven cloud-based IT services performance forecasting. IEEE BigData Genady Ya. Grabarnik, Mauro Tortonesi, Larisa Shwartz
2016	J	`jnl`	Resolution Recommendation for Event Tickets in Service Management. IEEE Trans. Netw. Serv. Manag. Wubai Zhou, Liang Tang, Chunqiu Zeng, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik
2015	B	`conf`	Business-driven configuration of IT services in public and hybrid clouds based on performance forecasting. IM Genady Ya. Grabarnik, Mauro Tortonesi, Larisa Shwartz
2015	B	`conf`	Recommending ticket resolution using feature adaptation. CNSM Wubai Zhou, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik