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ORCIDGenady Grabarnik
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2020 – today
- 2024
[j11]Davide Borsatti
, Walter Cerroni, Luca Foschini, Genady Ya. Grabarnik, Lorenzo Manca, Filippo Poltronieri, Domenico Scotece, Larisa Shwartz, Cesare Stefanelli, Mauro Tortonesi, Mattia Zaccarini:
KubeTwin: A Digital Twin Framework for Kubernetes Deployments at Scale. IEEE Trans. Netw. Serv. Manag. 21(4): 3889-3903 (2024)- [c44]Mattia Zaccarini, Davide Borsatti, Walter Cerroni, Luca Foschini, Genady Ya. Grabarnik, Lorenzo Manca, Filippo Poltronieri, Domenico Scotece, Larisa Shwartz, Cesare Stefanelli, Mauro Tortonesi:
TELKA: Twin-Enhanced Learning for Kubernetes Applications. ISCC 2024: 1-6 - 2023
- [c43]Genady Ya. Grabarnik, Filippo Poltronieri, Mauro Tortonesi, Mattia Zaccarini, Larisa Shwartz:
Using Simulation and DT to Improve Performance of Systems Operation Modeling. CASCON 2023: 217-221 - [c42]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: 1-9 - [c41]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: 219-224 - 2022
- [j10]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): 322-337 (2022) - 2021
- [c40]Qing Wang, Larisa Shwartz, Genady Ya. Grabarnik, Vijay Arya, Karthikeyan Shanmugam:
Detecting Causal Structure on Cloud Application Microservices Using Granger Causality Models. CLOUD 2021: 558-565
2010 – 2019
- 2019
- [j9]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): 1569-1580 (2019) - [j8]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): 199-213 (2019) - [c39]Genady Ya. Grabarnik, Serge Yaskolko:
Automated Partial Credit for STEM classes. FIE 2019: 1-5 - [c38]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: 186-201 - [c37]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: 62-70 - 2018
- [j7]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): 526-529 (2018) - [c36]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: 1875-1884 - [c35]Walter Cerroni, Luca Foschini, Genady Ya. Grabarnik, Larisa Shwartz, Mauro Tortonesi:
Service Placement for Hybrid Clouds Environments based on Realistic Network Measurements. CNSM 2018: 184-190 - [c34]Genady Ya. Grabarnik, Luiza Kim-Tyan, Serge Yaskolko:
Improving STEM's Calculus education using cross-countries best teaching practices. FIE 2018: 1-5 - [c33]Wubai Zhou, Xiaolong Zhu, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik:
Multi-view feature selection for labeling noisy ticket data. NOMS 2018: 1-4 - [c32]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: 657-665 - 2017
- [j6]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): 246-260 (2017) - [c31]Qing Wang, Wubai Zhou, Chunqiu Zeng, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik:
Constructing the Knowledge Base for Cognitive IT Service Management. SCC 2017: 410-417 - [c30]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: 2181-2190 - [i2]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 abs/1708.03058 (2017) - 2016
- [j5]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): 954-967 (2016) - [c29]Genady Ya. Grabarnik, Mauro Tortonesi, Larisa Shwartz:
Data-driven cloud-based IT services performance forecasting. IEEE BigData 2016: 2081-2086 - 2015
- [c28]Wubai Zhou, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik:
Recommending ticket resolution using feature adaptation. CNSM 2015: 15-21 - [c27]Wubai Zhou, Liang Tang, Tao Li, Larisa Shwartz, Genady Grabarnik:
Resolution recommendation for event tickets in service management. IM 2015: 287-295 - [c26]Genady Ya. Grabarnik, Mauro Tortonesi, Larisa Shwartz:
Business-driven configuration of IT services in public and hybrid clouds based on performance forecasting. IM 2015: 826-829 - 2014
- [c25]Chunqiu Zeng, Liang Tang, Tao Li, Larisa Shwartz, Genady Grabarnik:
Mining temporal lag from fluctuating events for correlation and root cause analysis. CNSM 2014: 19-27 - [c24]Genady Grabarnik, Yefim Haim Michlin, Larisa Shwartz:
Testing performance of IT service associates under variable load. NOMS 2014: 1-6 - [c23]Genady Grabarnik, Larisa Shwartz, Mauro Tortonesi:
Business-driven optimization of component placement for complex services in federated Clouds. NOMS 2014: 1-9 - [c22]Chunqiu Zeng, Tao Li, Larisa Shwartz, Genady Grabarnik:
Hierarchical multi-label classification over ticket data using contextual loss. NOMS 2014: 1-8 - 2013
- [c21]Liang Tang, Tao Li, Larisa Shwartz, Genady Grabarnik:
Identifying missed monitoring alerts based on unstructured incident tickets. CNSM 2013: 143-146 - [c20]Liang Tang, Tao Li, Larisa Shwartz, Genady Grabarnik:
Recommending resolutions for problems identified by monitoring. IM 2013: 134-142 - [c19]Yefim Haim Michlin, Genady Grabarnik, Larisa Shwartz, Ofer Shaham:
Robustness of comparison sequential test for the piloting in Service Delivery. IM 2013: 1252-1259 - [c18]Liang Tang, Tao Li, Larisa Shwartz, Florian Pinel, Genady Grabarnik:
An integrated framework for optimizing automatic monitoring systems in large IT infrastructures. KDD 2013: 1249-1257 - 2012
- [c17]Liang Tang, Tao Li, Florian Pinel, Larisa Shwartz, Genady Grabarnik:
Optimizing system monitoring configurations for non-actionable alerts. NOMS 2012: 34-42 - [c16]Genady Grabarnik, Yefim Haim Michlin, Larisa Shwartz:
Designing pilot for operational innovation in IT service delivery. NOMS 2012: 1343-1351 - [c15]Parijat Dube, Genady Grabarnik, Larisa Shwartz:
SUITS: How to make a global IT service provider sustainable? NOMS 2012: 1352-1359 - 2010
- [c14]Markus Klems, Stefan Tai, Larisa Shwartz, Genady Grabarnik:
Automating the delivery of IT Service Continuity Management through cloud service orchestration. NOMS 2010: 65-72
2000 – 2009
- 2009
- [j4]Yefim Haim Michlin, Genady Grabarnik, E. Leshchenko:
Comparison of the Mean Time Between Failures for Two Systems Under Short Tests. IEEE Trans. Reliab. 58(4): 589-596 (2009) - [c13]Patricia Marcu, Larisa Shwartz, Genady Grabarnik, David Loewenstern:
Managing Faults in the Service Delivery Process of Service Provider Coalitions. IEEE SCC 2009: 65-72 - [c12]Irina Rish, Genady Grabarnik:
Sparse signal recovery with exponential-family noise. Allerton 2009: 60-66 - [c11]Patricia Marcu, Genady Grabarnik, Laura Z. Luan, Daniela Rosu, Larisa Shwartz, Christopher Ward:
Towards an optimized model of incident ticket correlation. Integrated Network Management 2009: 569-576 - [c10]Larisa Shwartz, Yixin Diao, Genady Grabarnik:
Multi-tenant solution for IT service management: A quantitative study of benefits. Integrated Network Management 2009: 721-731 - [i1]Genady Grabarnik, Aaron Kershenbaum:
Safe Reasoning Over Ontologies. CoRR abs/0904.0228 (2009) - 2008
- [c9]Genady Grabarnik, Heiko Ludwig, Larisa Shwartz:
Dynamic management of outsourced service processes' QoS in a service provider - service supplier environment. BDIM 2008: 81-88 - [c8]Irina Rish, Genady Grabarnik, Guillermo A. Cecchi, Francisco Pereira, Geoffrey J. Gordon:
Closed-form supervised dimensionality reduction with generalized linear models. ICML 2008: 832-839 - [c7]Christian Bartsch, Larisa Shwartz, Christopher Ward, Genady Grabarnik, Melissa J. Buco:
Decomposition of IT service processes and alternative service identification using ontologies. NOMS 2008: 714-717 - 2007
- [j3]Yefim Haim Michlin, Genady Grabarnik:
Sequential Testing for Comparison of the Mean Time Between Failures for Two Systems. IEEE Trans. Reliab. 56(2): 321-331 (2007) - [c6]Genady Grabarnik, Heiko Ludwig, Larisa Shwartz:
Management of Service Process QoS in a Service Provider - Service Supplier Environment. CEC/EEE 2007: 543-550 - [c5]Larisa Shwartz, Naga Ayachitula, Melissa J. Buco, Genady Grabarnik, Maheswaran Surendra, Christopher Ward, Steve Weinberger:
IT Service Provider's Multi-Customer and Multi-Tenant Environments. CEC/EEE 2007: 559-566 - 2005
- [j2]Genady Grabarnik, Alexander A. Katz, Laura Shwartz:
On weak convergence of iterates in quantum Lp-spaces (p≥1). Int. J. Math. Math. Sci. 2005(14): 2307-2319 (2005) - [j1]Irina Rish, Mark Brodie, Sheng Ma, Natalia Odintsova, Alina Beygelzimer, Genady Grabarnik, Karina Hernandez:
Adaptive diagnosis in distributed systems. IEEE Trans. Neural Networks 16(5): 1088-1109 (2005) - 2004
- [c4]Genady Grabarnik, Abdi Salahshour, Balan Subramanian, Sheng Ma:
Generic Adapter Logging Toolkit. ICAC 2004: 308-309 - [c3]Irina Rish, Mark Brodie, Natalia Odintsova, Sheng Ma, Genady Grabarnik:
Real-time problem determination in distributed systems using active probing. NOMS (1) 2004: 133-146 - 2003
- [c2]Chang-Shing Perng, David Thoenen, Genady Grabarnik, Sheng Ma, Joseph L. Hellerstein:
Data-driven validation, completion and construction of event relationship networks. KDD 2003: 729-734 - 2002
- [c1]Sheng Ma, Joseph L. Hellerstein, Chang-Shing Perng, Genady Grabarnik:
Progressive and Interactive Analysis of Event Data Using Event Miner. ICDM 2002: 661-664
Coauthor Index
aka: Laura Shwartz
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last updated on 2024-11-07 20:35 CET by the dblp team
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