Larisa Shwartz

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 46

Top Topics

Service Management

Fault Injection

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Yu Zhang, Yunyi Zhang, Yanzhen Shen, Yu Deng, Lucian Popa, Larisa Shwartz, ChengXiang Zhai, Jiawei Han
Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains. CoRR (2024)
Sachin Ashok, Vipul Harsh, Brighten Godfrey, Radhika Mittal, Srinivasan Parthasarathy, Larisa Shwartz
TraceWeaver: Distributed Request Tracing for Microservices Without Application Modification. SIGCOMM (2024)
Komal Sarda, Zakeya Namrud, Marin Litoiu, Larisa Shwartz, Ian Watts
Leveraging Large Language Models for the Auto-remediation of Microservice Applications: An Experimental Study. SIGSOFT FSE Companion (2024)
Zakeya Namrud, Komal Sarda, Marin Litoiu, Larisa Shwartz, Ian Watts
KubePlaybook: A Repository of Ansible Playbooks for Kubernetes Auto-Remediation with LLMs. ICPE (Companion) (2024)
Yu Zhang, Yunyi Zhang, Yanzhen Shen, Yu Deng, Lucian Popa, Larisa Shwartz, ChengXiang Zhai, Jiawei Han
Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains. AAAI (2024)
Xi Yang, Saurabh Jha, Paulito Palmes, Bekir O. Turkkan, Gerard Vanloo, Chandra Narayanaswami, Larisa Shwartz
Meta-learning Generalized AIOps Models for Multi-cloud Computer using Digital Twins. CASCON (2023)
Komal Sarda, Zakeya Namrud, Raphael Rouf, Harit Ahuja, Mohammadreza Rasolroveicy, Marin Litoiu, Larisa Shwartz, Ian Watts
ADARMA Auto-Detection and Auto-Remediation of Microservice Anomalies by Leveraging Large Language Models. CASCON (2023)
Qing Wang, Jesus Rios, Saurabh Jha, Karthikeyan Shanmugam, Frank Bagehorn, Xi Yang, Robert Filepp, Naoki Abe, Larisa Shwartz
Fault Injection Based Interventional Causal Learning for Distributed Applications. AAAI (2023)
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)
Bhavya, Paulina Toro Isaza, Yu Deng, Michael Nidd, Amar Prakash Azad, Larisa Shwartz, ChengXiang Zhai
Exploring Large Language Models for Low-Resource IT Information Extraction. ICDM (Workshops) (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)
Frank Bagehorn, Jesus Rios, Saurabh Jha, Robert Filepp, Larisa Shwartz, Naoki Abe, Xi Yang
A fault injection platform for learning AIOps models. ASE (2022)
Raghav Batta, Larisa Shwartz, Michael Nidd, Amar Prakash Azad, Harshit Kumar
A system for proactive risk assessment of application changes in cloud operations. CLOUD (2021)
Jinho Hwang, Larisa Shwartz, Qing Wang, Raghav Batta, Harshit Kumar, Michael Nidd
FIXME: Enhance Software Reliability with Hybrid Approaches in Cloud. CoRR (2021)
Qing Wang, Larisa Shwartz, Genady Ya. Grabarnik, Vijay Arya, Karthikeyan Shanmugam
Detecting Causal Structure on Cloud Application Microservices Using Granger Causality Models. CLOUD (2021)
Pooja Aggarwal, Seema Nagar, Ajay Gupta, Larisa Shwartz, Prateeti Mohapatra, Qing Wang, Amit M. Paradkar, Atri Mandal
Causal Modeling based Fault Localization in Cloud Systems using Golden Signals. CLOUD (2021)
Jinho Hwang, Larisa Shwartz, Qing Wang, Raghav Batta, Harshit Kumar, Michael Nidd
FIXME: Enhance Software Reliability with Hybrid Approaches in Cloud. ICSE (SEIP) (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)
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)
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
Opportunities and Challenges Towards Cognitive IT Service Management in Real World. SOSE (2018)
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)
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
Building a cognitive platform for the managed IT services lifecycle. IBM J. Res. Dev. 62 (1) (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)
Larisa Shwartz, Jinho Hwang, Hagen Völzer, Michael Nidd, Murilo Goncalves Aguiar, Marcos Vinicius Landivar Paraiso, Letusa Valero
CEA: A Service for Cognitive Event Automation. ICSOC Workshops (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)
Hamid Reza Motahari-Nezhad, Larisa Shwartz
Towards Open Smart Services Platform. HICSS (2017)
Yixin Diao, Larisa Shwartz
Building Automated Data Driven Systems for IT Service Management. J. Netw. Syst. Manag. 25 (4) (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)
Sinem Güven, Karin Murthy, Larisa Shwartz, Amit M. Paradkar
Towards establishing causality between change and incident. NOMS (2016)
Genady Ya. Grabarnik, Mauro Tortonesi, Larisa Shwartz
Data-driven cloud-based IT services performance forecasting. IEEE BigData (2016)
Chunqiu Zeng, Qing Wang, Wentao Wang, Tao Li, Larisa Shwartz
Online inference for time-varying temporal dependency discovery from time series. IEEE BigData (2016)
Wubai Zhou, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik
Recommending ticket resolution using feature adaptation. CNSM (2015)
Yixin Diao, Larisa Shwartz
Modeling service variability in complex service delivery operations. CNSM (2015)
Joel W. Branch, Karin Murthy, Larisa Shwartz, Emi Olsson, Robert A. Larsen
BizMap: A framework for mapping business applications to IT infrastructure. IM (2015)
Wubai Zhou, Liang Tang, Tao Li, Larisa Shwartz, Genady Grabarnik
Resolution recommendation for event tickets in service management. IM (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)
Joel W. Branch, Yixin Diao, Larisa Shwartz
A framework for predicting service delivery efforts using IT infrastructure-to-incident correlation. NOMS (2014)
Chunqiu Zeng, Tao Li, Larisa Shwartz, Genady Grabarnik
Hierarchical multi-label classification over ticket data using contextual loss. NOMS (2014)
Yixin Diao, Linh Lam, Larisa Shwartz, David M. Northcutt
Predicting service delivery cost for non-standard service level agreements. NOMS (2014)
Chunqiu Zeng, Liang Tang, Tao Li, Larisa Shwartz, Genady Grabarnik
Mining temporal lag from fluctuating events for correlation and root cause analysis. CNSM (2014)
Genady Grabarnik, Larisa Shwartz, Mauro Tortonesi
Business-driven optimization of component placement for complex services in federated Clouds. NOMS (2014)
Yixin Diao, Linh Lam, Larisa Shwartz, David M. Northcutt
Modeling the Impact of Service Level Agreements During Service Engagement. IEEE Trans. Netw. Serv. Manag. 11 (4) (2014)
Genady Grabarnik, Yefim Haim Michlin, Larisa Shwartz
Testing performance of IT service associates under variable load. NOMS (2014)
Liang Tang, Tao Li, Larisa Shwartz, Genady Grabarnik
Identifying missed monitoring alerts based on unstructured incident tickets. CNSM (2013)
Yixin Diao, Linh Lam, Larisa Shwartz, David M. Northcutt
SLA impact modeling for service engagement. CNSM (2013)
Yefim Haim Michlin, Genady Grabarnik, Larisa Shwartz, Ofer Shaham
Robustness of comparison sequential test for the piloting in Service Delivery. IM (2013)
Liang Tang, Tao Li, Larisa Shwartz, Genady Grabarnik
Recommending resolutions for problems identified by monitoring. IM (2013)
Liang Tang, Tao Li, Larisa Shwartz, Florian Pinel, Genady Grabarnik
An integrated framework for optimizing automatic monitoring systems in large IT infrastructures. KDD (2013)
Carlos Raniery Paula dos Santos, Lisandro Zambenedetti Granville, Larisa Shwartz, Nikos Anerousis, David Loewenstern
Quality improvement and quantitative modeling - Using mashups for human error prevention. IM (2013)
Maira Gatti, Ricardo Herrmann, David Loewenstern, Florian Pinel, Larisa Shwartz
Domain-Independent Data Validation and Content Assistance as a Service. ICWS (2012)
Liang Tang, Tao Li, Florian Pinel, Larisa Shwartz, Genady Grabarnik
Optimizing system monitoring configurations for non-actionable alerts. NOMS (2012)
David Loewenstern, Florian Pinel, Larisa Shwartz, Maira Gatti, Ricardo Herrmann, Victor Cavalcante
A learning feature engineering method for task assignment. NOMS (2012)
Parijat Dube, Genady Grabarnik, Larisa Shwartz
SUITS: How to make a global IT service provider sustainable? NOMS (2012)
Genady Grabarnik, Yefim Haim Michlin, Larisa Shwartz
Designing pilot for operational innovation in IT service delivery. NOMS (2012)
David Loewenstern, Florian Pinel, Larisa Shwartz, Maira Gatti, Ricardo Herrmann
A Learning Method for Improving Quality of Service Infrastructure Management in New Technical Support Groups. ICSOC (2012)
Liang Tang, Tao Li, Larisa Shwartz
Discovering lag intervals for temporal dependencies. KDD (2012)
Carlos Raniery Paula dos Santos, Lisandro Zambenedetti Granville, Winnie Cheng, David Loewenstern, Larisa Shwartz, Nikos Anerousis
Performance management and quantitative modeling of IT service processes using mashup patterns. CNSM (2011)
Robert Filepp, Larisa Shwartz, Christopher Ward, Robert D. Kearney, Karen Cheng, Christopher C. Young, Yanal Ghosheh
Image selection as a service for cloud computing environments. SOCA (2010)
Larisa Shwartz, Daniela Rosu, David Loewenstern, Melissa J. Buco, Shang Guo, Rafael Lavrado, Manish Gupta, Pradipta De, Venkateswara Reddy Madduri, Jai K. Singh
Quality of IT service delivery - Analysis and framework for human error prevention. SOCA (2010)
Markus Klems, Stefan Tai, Larisa Shwartz, Genady Grabarnik
Automating the delivery of IT Service Continuity Management through cloud service orchestration. NOMS (2010)
Christopher Ward, N. Aravamudan, Kamal Bhattacharya, Karen Cheng, Robert Filepp, Robert D. Kearney, Brian Peterson, Larisa Shwartz, Christopher C. Young
Workload Migration into Clouds Challenges, Experiences, Opportunities. IEEE CLOUD (2010)
Larisa Shwartz, Yixin Diao, Genady Grabarnik
Multi-tenant solution for IT service management: A quantitative study of benefits. Integrated Network Management (2009)
Christopher Ward, S. 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
Toward transforming business continuity services. IBM J. Res. Dev. 53 (6) (2009)
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)
Patricia Marcu, Larisa Shwartz, Genady Grabarnik, David Loewenstern
Managing Faults in the Service Delivery Process of Service Provider Coalitions. IEEE SCC (2009)
David Loewenstern, Larisa Shwartz
IT Service Management of Using Heterogeneous, Dynamically Alterable Configuration Item Lifecycles. ICEIS (3-1) (2008)
Christian Bartsch, Larisa Shwartz, Christopher Ward, Genady Grabarnik, Melissa J. Buco
Decomposition of IT service processes and alternative service identification using ontologies. NOMS (2008)
Genady Grabarnik, Heiko Ludwig, Larisa Shwartz
Dynamic management of outsourced service processes' QoS in a service provider - service supplier environment. BDIM (2008)
Genady Grabarnik, Heiko Ludwig, Larisa Shwartz
Management of Service Process QoS in a Service Provider - Service Supplier Environment. CEC/EEE (2007)
Naga Ayachitula, Melissa J. Buco, Yixin Diao, Maheswaran Surendra, Raju Pavuluri, Larisa Shwartz, Christopher Ward
IT service management automation - A hybrid methodology to integrate and orchestrate collaborative human centric and automation centric workflows. IEEE SCC (2007)
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)
Larisa Shwartz, Naga Ayachitula, Melissa J. Buco, Maheswaran Surendra, Christopher Ward, Steve Weinberger
Service Provider Considerations for IT Service Management. Integrated Network Management (2007)
Naga Ayachitula, Shu-Ping Chang, Larisa Shwartz, Maheswaran Surendra
Collaborative End-Point Service Modulation System (COSMOS). WISE (2005)