Larisa Shwartz

90 papers A* 7A 4B 34C 2Journal 15Unranked 27

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	CPU-Limits kill Performance: Time to rethink Resource Control. SoCC Chirag C. Shetty, Sarthak Chakraborty, Hubertus Franke, Larisa Shwartz, Chandra Narayanaswami, Indranil Gupta, Saurabh Jha
2025	J	`jnl`	CPU-Limits kill Performance: Time to rethink Resource Control. CoRR Chirag C. Shetty, Sarthak Chakraborty, Hubertus Franke, Larisa Shwartz, Chandra Narayanaswami, Indranil Gupta, Saurabh Jha
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	—	`conf`	KubePlaybook: A Repository of Ansible Playbooks for Kubernetes Auto-Remediation with LLMs. ICPE (Companion) Zakeya Namrud, Komal Sarda, Marin Litoiu, Larisa Shwartz, Ian Watts
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	—	`conf`	Leveraging Large Language Models for the Auto-remediation of Microservice Applications: An Experimental Study. SIGSOFT FSE Companion Komal Sarda, Zakeya Namrud, Marin Litoiu, Larisa Shwartz, Ian Watts
2024	B	`conf`	SAM: Subseries Augmentation-Based Meta-Learning for Generalizing AIOps Models in Multi-Cloud Migration. CLOUD Xi Yang, Paulito Palmes, Saurabh Jha, Bekir O. Turkkan, Gerard Vanloo, Frank Bagehorn, Chandra Narayanaswami, Larisa Shwartz, Naoki Abe, Yu Deng, Daby M. Sow
2024	A*	`conf`	Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains. AAAI Yu Zhang, Yunyi Zhang, Yanzhen Shen, Yu Deng, Lucian Popa, Larisa Shwartz, ChengXiang Zhai, Jiawei Han
2024	J	`jnl`	Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains. CoRR Yu Zhang, Yunyi Zhang, Yanzhen Shen, Yu Deng, Lucian Popa, Larisa Shwartz, ChengXiang Zhai, Jiawei Han
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
2024	A*	`conf`	TraceWeaver: Distributed Request Tracing for Microservices Without Application Modification. SIGCOMM Sachin Ashok, Vipul Harsh, Brighten Godfrey, Radhika Mittal, Srinivasan Parthasarathy, Larisa Shwartz
2023	—	`conf`	ADARMA Auto-Detection and Auto-Remediation of Microservice Anomalies by Leveraging Large Language Models. CASCON Komal Sarda, Zakeya Namrud, Raphael Rouf, Harit Ahuja, Mohammadreza Rasolroveicy, Marin Litoiu, Larisa Shwartz, Ian Watts
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	—	`conf`	Exploring Large Language Models for Low-Resource IT Information Extraction. ICDM (Workshops) Bhavya, Paulina Toro Isaza, Yu Deng, Michael Nidd, Amar Prakash Azad, Larisa Shwartz, ChengXiang Zhai
2023	A*	`conf`	Fault Injection Based Interventional Causal Learning for Distributed Applications. AAAI Qing Wang, Jesus Rios, Saurabh Jha, Karthikeyan Shanmugam, Frank Bagehorn, Xi Yang, Robert Filepp, Naoki Abe, Larisa Shwartz
2023	—	`conf`	Meta-learning Generalized AIOps Models for Multi-cloud Computer using Digital Twins. CASCON Xi Yang, Saurabh Jha, Paulito Palmes, Bekir O. Turkkan, Gerard Vanloo, Chandra Narayanaswami, Larisa Shwartz
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	A*	`conf`	A fault injection platform for learning AIOps models. ASE Frank Bagehorn, Jesus Rios, Saurabh Jha, Robert Filepp, Larisa Shwartz, Naoki Abe, Xi Yang
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`	A system for proactive risk assessment of application changes in cloud operations. CLOUD Raghav Batta, Larisa Shwartz, Michael Nidd, Amar Prakash Azad, Harshit Kumar
2021	B	`conf`	Causal Modeling based Fault Localization in Cloud Systems using Golden Signals. CLOUD Pooja Aggarwal, Seema Nagar, Ajay Gupta, Larisa Shwartz, Prateeti Mohapatra, Qing Wang, Amit M. Paradkar, Atri Mandal
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
2021	—	`conf`	FIXME: Enhance Software Reliability with Hybrid Approaches in Cloud. ICSE (SEIP) Jinho Hwang, Larisa Shwartz, Qing Wang, Raghav Batta, Harshit Kumar, Michael Nidd
2021	J	`jnl`	FIXME: Enhance Software Reliability with Hybrid Approaches in Cloud. CoRR Jinho Hwang, Larisa Shwartz, Qing Wang, Raghav Batta, Harshit Kumar, Michael Nidd
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	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`	Building a cognitive platform for the managed IT services lifecycle. IBM J. Res. Dev. Kristof Kloeckner, Constantin Adam, Nikos Anerousis, Naga Ayachitula, Muhammed Fatih Bulut, Gargi Dasgupta, Yu Deng, Yixin Diao, Nicholas C. Fuller, Sandeep Gopisetty, Milton Hernandez, Jinho Hwang, Pietro Iannucci, Anup K. Kalia, Giovanni Lanfranchi, David Lanyi, Heiko Ludwig, A. Mahamuni, Ruchi Mahindru, Fan Jing Meng, Hamid R. Motahari Nezhad, Karin Murthy, Taiga Nakamura, Amit M. Paradkar, Dennis A. Perpetua, Birgit Pfitzmann, Daniela Rosu, Larisa Shwartz, Zhong Su, Maheswaran Surendra, Shu Tao, Hagen Völzer, Maja Vukovic, Dorothea Wiesmann, S. Wozniak, Gary Wright, Jin Xiao, Sai Zeng
2018	—	`conf`	CEA: A Service for Cognitive Event Automation. ICSOC Workshops Larisa Shwartz, Jinho Hwang, Hagen Völzer, Michael Nidd, Murilo Goncalves Aguiar, Marcos Vinicius Landivar Paraiso, Letusa Valero
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	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	—	`conf`	Opportunities and Challenges Towards Cognitive IT Service Management in Real World. SOSE Fan Jing Meng, Jingmin Xu, Xiao Zhang, Lin Yang, Pengfei Chen, Yuan Wang, Xiaoxi Liu, Naga Ayachitula, Karin Murthy, Larisa Shwartz, George Galambos, Zhuo Su, Jun Zheng
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
2018	—	`book`	Transforming the IT Services Lifecycle with AI Technologies Kristof Kloeckner, John Davis, Nicholas C. Fuller, Giovanni Lanfranchi, Stefan Pappe, Amit M. Paradkar, Larisa Shwartz, Maheswaran Surendra, Dorothea Wiesmann
2017	J	`jnl`	Building Automated Data Driven Systems for IT Service Management. J. Netw. Syst. Manag. Yixin Diao, Larisa Shwartz
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
2017	—	`conf`	Towards Open Smart Services Platform. HICSS Hamid Reza Motahari-Nezhad, Larisa Shwartz
2016	—	`conf`	Data-driven cloud-based IT services performance forecasting. IEEE BigData Genady Ya. Grabarnik, Mauro Tortonesi, Larisa Shwartz
2016	—	`conf`	Online inference for time-varying temporal dependency discovery from time series. IEEE BigData Chunqiu Zeng, Qing Wang, Wentao Wang, Tao Li, 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
2016	B	`conf`	Towards establishing causality between change and incident. NOMS Sinem Güven, Karin Murthy, Larisa Shwartz, Amit M. Paradkar
2015	B	`conf`	BizMap: A framework for mapping business applications to IT infrastructure. IM Joel W. Branch, Karin Murthy, Larisa Shwartz, Emi Olsson, Robert A. Larsen
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`	Modeling service variability in complex service delivery operations. CNSM Yixin Diao, Larisa Shwartz
2015	B	`conf`	Recommending ticket resolution using feature adaptation. CNSM Wubai Zhou, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik
2015	B	`conf`	Resolution recommendation for event tickets in service management. IM Wubai Zhou, Liang Tang, Tao Li, Larisa Shwartz, Genady Grabarnik
2014	B	`conf`	A framework for predicting service delivery efforts using IT infrastructure-to-incident correlation. NOMS Joel W. Branch, Yixin Diao, Larisa Shwartz
2014	B	`conf`	Business-driven optimization of component placement for complex services in federated Clouds. NOMS Genady Grabarnik, Larisa Shwartz, Mauro Tortonesi
2014	B	`conf`	Hierarchical multi-label classification over ticket data using contextual loss. NOMS Chunqiu Zeng, Tao Li, Larisa Shwartz, Genady Grabarnik
2014	B	`conf`	Mining temporal lag from fluctuating events for correlation and root cause analysis. CNSM Chunqiu Zeng, Liang Tang, Tao Li, Larisa Shwartz, Genady Grabarnik
2014	J	`jnl`	Modeling the Impact of Service Level Agreements During Service Engagement. IEEE Trans. Netw. Serv. Manag. Yixin Diao, Linh Lam, Larisa Shwartz, David M. Northcutt
2014	B	`conf`	Predicting service delivery cost for non-standard service level agreements. NOMS Yixin Diao, Linh Lam, Larisa Shwartz, David M. Northcutt
2014	B	`conf`	Testing performance of IT service associates under variable load. NOMS Genady Grabarnik, Yefim Haim Michlin, Larisa Shwartz
2013	A*	`conf`	An integrated framework for optimizing automatic monitoring systems in large IT infrastructures. KDD Liang Tang, Tao Li, Larisa Shwartz, Florian Pinel, Genady Grabarnik
2013	B	`conf`	Identifying missed monitoring alerts based on unstructured incident tickets. CNSM Liang Tang, Tao Li, Larisa Shwartz, Genady Grabarnik
2013	B	`conf`	Quality improvement and quantitative modeling - Using mashups for human error prevention. IM Carlos Raniery Paula dos Santos, Lisandro Zambenedetti Granville, Larisa Shwartz, Nikos Anerousis, David Loewenstern
2013	B	`conf`	Recommending resolutions for problems identified by monitoring. IM Liang Tang, Tao Li, Larisa Shwartz, Genady Grabarnik
2013	B	`conf`	Robustness of comparison sequential test for the piloting in Service Delivery. IM Yefim Haim Michlin, Genady Grabarnik, Larisa Shwartz, Ofer Shaham
2013	B	`conf`	SLA impact modeling for service engagement. CNSM Yixin Diao, Linh Lam, Larisa Shwartz, David M. Northcutt
2012	A	`conf`	A Learning Method for Improving Quality of Service Infrastructure Management in New Technical Support Groups. ICSOC David Loewenstern, Florian Pinel, Larisa Shwartz, Maira Gatti, Ricardo Herrmann
2012	B	`conf`	A learning feature engineering method for task assignment. NOMS David Loewenstern, Florian Pinel, Larisa Shwartz, Maira Gatti, Ricardo Herrmann, Victor Cavalcante
2012	B	`conf`	Designing pilot for operational innovation in IT service delivery. NOMS Genady Grabarnik, Yefim Haim Michlin, Larisa Shwartz
2012	A*	`conf`	Discovering lag intervals for temporal dependencies. KDD Liang Tang, Tao Li, Larisa Shwartz
2012	A	`conf`	Domain-Independent Data Validation and Content Assistance as a Service. ICWS Maira Gatti, Ricardo Herrmann, David Loewenstern, Florian Pinel, Larisa Shwartz
2012	B	`conf`	Optimizing system monitoring configurations for non-actionable alerts. NOMS Liang Tang, Tao Li, Florian Pinel, Larisa Shwartz, Genady Grabarnik
2012	B	`conf`	SUITS: How to make a global IT service provider sustainable? NOMS Parijat Dube, Genady Grabarnik, Larisa Shwartz
2011	B	`conf`	Performance management and quantitative modeling of IT service processes using mashup patterns. CNSM Carlos Raniery Paula dos Santos, Lisandro Zambenedetti Granville, Winnie Cheng, David Loewenstern, Larisa Shwartz, Nikos Anerousis
2010	B	`conf`	Automating the delivery of IT Service Continuity Management through cloud service orchestration. NOMS Markus Klems, Stefan Tai, Larisa Shwartz, Genady Grabarnik
2010	—	`conf`	Image selection as a service for cloud computing environments. SOCA Robert Filepp, Larisa Shwartz, Christopher Ward, Robert D. Kearney, Karen Cheng, Christopher C. Young, Yanal Ghosheh
2010	—	`conf`	Quality of IT service delivery - Analysis and framework for human error prevention. SOCA Larisa Shwartz, Daniela Rosu, David Loewenstern, Melissa J. Buco, Shang Guo, Rafael Lavrado, Manish Gupta, Pradipta De, Venkateswara Reddy Madduri, Jai K. Singh
2010	—	`conf`	Workload Migration into Clouds Challenges, Experiences, Opportunities. IEEE CLOUD Christopher Ward, N. Aravamudan, Kamal Bhattacharya, Karen Cheng, Robert Filepp, Robert D. Kearney, Brian Peterson, Larisa Shwartz, Christopher C. Young
2009	—	`conf`	Managing Faults in the Service Delivery Process of Service Provider Coalitions. IEEE SCC Patricia Marcu, Larisa Shwartz, Genady Grabarnik, David Loewenstern
2009	—	`conf`	Multi-tenant solution for IT service management: A quantitative study of benefits. Integrated Network Management Larisa Shwartz, Yixin Diao, Genady Grabarnik
2009	J	`jnl`	Toward transforming business continuity services. IBM J. Res. Dev. Christopher Ward, Shimon Agassi, Kamal Bhattacharya, O. Biran, R. Cocchiara, M. E. Factor, C. T. Hayashi, T. Hochberg, B. Kearney, Jim Laredo, David Loewenstern, A. E. Rodecap, J. K. Skoog, Larisa Shwartz, M. Thompson, R. Thompson, Yaron Wolfsthal
2009	—	`conf`	Towards an optimized model of incident ticket correlation. Integrated Network Management Patricia Marcu, Genady Grabarnik, Laura Z. Luan, Daniela Rosu, Larisa Shwartz, Christopher Ward
2008	B	`conf`	Decomposition of IT service processes and alternative service identification using ontologies. NOMS Christian Bartsch, Larisa Shwartz, Christopher Ward, Genady Grabarnik, Melissa J. Buco
2008	—	`conf`	Dynamic management of outsourced service processes' QoS in a service provider - service supplier environment. BDIM Genady Grabarnik, Heiko Ludwig, Larisa Shwartz
2008	—	`conf`	IT Service Management of Using Heterogeneous, Dynamically Alterable Configuration Item Lifecycles. ICEIS (3-1) David Loewenstern, Larisa Shwartz
2007	—	`conf`	IT Service Provider's Multi-Customer and Multi-Tenant Environments. CEC/EEE Larisa Shwartz, Naga Ayachitula, Melissa J. Buco, Genady Grabarnik, Maheswaran Surendra, Christopher Ward, Steve Weinberger
2007	—	`conf`	IT service management automation - A hybrid methodology to integrate and orchestrate collaborative human centric and automation centric workflows. IEEE SCC Naga Ayachitula, Melissa J. Buco, Yixin Diao, Maheswaran Surendra, Raju Pavuluri, Larisa Shwartz, Christopher Ward
2007	—	`conf`	Management of Service Process QoS in a Service Provider - Service Supplier Environment. CEC/EEE Genady Grabarnik, Heiko Ludwig, Larisa Shwartz
2007	—	`conf`	Service Provider Considerations for IT Service Management. Integrated Network Management Larisa Shwartz, Naga Ayachitula, Melissa J. Buco, Maheswaran Surendra, Christopher Ward, Steve Weinberger
2005	B	`conf`	Collaborative End-Point Service Modulation System (COSMOS). WISE Naga Ayachitula, Shu-Ping Chang, Larisa Shwartz, Maheswaran Surendra