Marin Litoiu

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 82

Top Venues

Publications

Alexandru Baluta, Yar Rouf, Joydeep Mukherjee, Zhen Ming Jiang, Marin Litoiu
Disambiguating Performance Anomalies from Workload Changes in Cloud-Native Applications. ICPE (2024)
Hoda Torabi, Hamzeh Khazaei, Marin Litoiu
A Learning-Based Caching Mechanism for Edge Content Delivery. CoRR (2024)
Hoda Torabi, Hamzeh Khazaei, Marin Litoiu
A Learning-Based Caching Mechanism for Edge Content Delivery. ICPE (2024)
Raphael Rouf, Mohammadreza Rasolroveicy, Marin Litoiu, Seema Nagar, Prateeti Mohapatra, Pranjal Gupta, Ian Watts
InstantOps: A Joint Approach to System Failure Prediction and Root Cause Identification in Microserivces Cloud-Native Applications. ICPE (2024)
Emilio Incerto, Marin Litoiu, Daniele Masti
AIPerf'24: 2nd International Workshop on Artificial Intelligence for Performance Modeling, Prediction, and Control. ICPE (Companion) (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)
Shaikh Quader, Andres Jaramillo, Sumona Mukhopadhyay, Ghadeer Abuoda, Calisto Zuzarte, David Kalmuk, Marin Litoiu, Manos Papagelis
LearnedWMP: Workload Memory Prediction Using Distribution of Query Templates. CoRR (2024)
Danny Weyns, Ilias Gerostathopoulos, Nadeem Abbas, Jesper Andersson, Stefan Biffl, Premek Brada, Thomas Bures, Amleto Di Salle, Matthias Galster, Patricia Lago, Grace A. Lewis, Marin Litoiu, Angelika Musil, Juergen Musil, Panos Patros, Patrizio Pelliccione
Self-Adaptation in Industry: A Survey. Software Engineering (2024)
Marin Litoiu
Closing the Loop: Building Self-Adaptive Software for Continuous Performance Engineering. ICPE (Companion) (2024)
Nazanin Akhtarian, Hamzeh Khazaei, Marin Litoiu
Employing Software Diversity in Cloud Microservices to Engineer Reliable and Performant Systems. CoRR (2024)
Asmita Sharma, Pranshul Lakhanpal, Marin Litoiu, Lauren E. Sergio, Sumona Mukhopadhyay
MMF-DRL: Multimodal Fusion-Deep Reinforcement Learning Approach with Domain-Specific Features for Classifying Time Series Data. CASCON (2023)
Pranshul Lakhanpal, Asmita Sharma, Joydeep Mukherjee, Marin Litoiu, Sumona Mukhopadhyay
Balancing Privacy and Accuracy in IoT Using Domain-Specific Features for Time Series Classification. TPS-ISA (2023)
Joydeep Mukherjee, Sumona Mukhopadhyay, Marin Litoiu
Detecting Software Anomalies Using Spectrograms and Convolutional Neural Network. 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)
Yar Rouf, Joydeep Mukherjee, Marin Litoiu
Towards a Robust On-line Performance Model Identification for Change Impact Prediction. SEAMS (2023)
Raphael Rouf, Mohammadreza Rasolroveicy, Harit Ahuja, Zakeya Namrud, Ian Watts, Komal Sarda, Marin Litoiu
Models for Detecting Performance Anomalies and Identifying Root Causes in Microservices Applications. CASCON (2023)
Danny Weyns, Ilias Gerostathopoulos, Nadeem Abbas, Jesper Andersson, Stefan Biffl, Premek Brada, Tomás Bures, Amleto Di Salle, Matthias Galster, Patricia Lago, Grace A. Lewis, Marin Litoiu, Angelika Musil, Juergen Musil, Panos Patros, Patrizio Pelliccione
Self-Adaptation in Industry: A Survey. ACM Trans. Auton. Adapt. Syst. 18 (2) (2023)
Danny Weyns, Radu Calinescu, Raffaela Mirandola, Kenji Tei, Maribel Acosta, Amel Bennaceur, Nicolas Boltz, Tomás Bures, Javier Cámara, Ada Diaconescu, Gregor Engels, Simos Gerasimou, Ilias Gerostathopoulos, Sinem Getir Yaman, Vincenzo Grassi, Sebastian Hahner, Emmanuel Letier, Marin Litoiu, Lina Marsso, Angelika Musil, Juergen Musil, Genaína Nunes Rodrigues, Diego Perez-Palacin, Federico Quin, Patrizia Scandurra, Antonio Vallecillo, Andrea Zisman
Towards a Research Agenda for Understanding and ManagingUncertainty in Self-Adaptive Systems. ACM SIGSOFT Softw. Eng. Notes 48 (4) (2023)
Emilio Incerto, Marin Litoiu, Riccardo Pinciroli
ICPE'23 AIPerf Workshop Chairs' Welcome. ICPE (Companion) (2023)
Hausi A. Müller, Marin Litoiu, Luis F. Rivera, Mohammadreza Rasolroveicy, Norha M. Villegas, Gabriel Tamura, Ian Watts, Eric Erpenbach, Laura Shwartz
Proactive Continuous Operations using Large Language Models (LLMs) and AIOps. CASCON (2023)
Marin Litoiu, Peter Lewis
Message from the General Chairs ACSOS 2023. ACSOS-C (2023)
Payal Goyal, Mark Shtern, Sumona Mukhopadhyay, Marin Litoiu
Towards a Differential Privacy Machine Learning Edge-Cloud Architecture - An Experimental Study. CASCON (2022)
Caroline Quinn, Ali Zargar Shabestari, Marin Litoiu, J. J. McArthur
Building Automation System Data Integration with BIM: Data Structure and Supporting Case Study. CoRR (2022)
Ian Watts, Marin Litoiu
The 14th CASCON Workshop on Cloud Computing. CASCON (2022)
Kim Long Ngo, Joydeep Mukherjee, Zhen Ming Jiang, Marin Litoiu
Evaluating the Scalability and Elasticity of Function as a Service Platform. ICPE (2022)
Danny Weyns, Ilias Gerostathopoulos, Nadeem Abbas, Jesper Andersson, Stefan Biffl, Premek Brada, Tomás Bures, Amleto Di Salle, Matthias Galster, Patricia Lago, Grace A. Lewis, Marin Litoiu, Angelika Musil, Juergen Musil, Panos Patros, Patrizio Pelliccione
Self-Adaptation in Industry: A Survey. CoRR (2022)
Alexandru Baluta, Joydeep Mukherjee, Marin Litoiu
Machine Learning based Interference Modelling in Cloud-Native Applications. ICPE (2022)
Hamzeh Khazaei, Nima Mahmoudi, Cornel Barna, Marin Litoiu
Performance Modeling of Microservice Platforms. IEEE Trans. Cloud Comput. 10 (4) (2022)
Jaime Dantas, Hamzeh Khazaei, Marin Litoiu
Application Deployment Strategies for Reducing the Cold Start Delay of AWS Lambda. CLOUD (2022)
Kim Long Ngo, Joydeep Mukherjee, Zhen Ming Jiang, Marin Litoiu
Has Your FaaS Application Been Decommissioned Yet? - A Case Study on the Idle Timeout in Function as a Service Infrastructure. CoRR (2022)
Jaime Dantas, Hamzeh Khazaei, Marin Litoiu
Green LAC: Resource-Aware Dynamic Load Balancer for Serverless Edge Computing Platforms. CASCON (2022)
Farzin Zaker, Marin Litoiu, Mark Shtern
Formally Verified Scalable Look Ahead Planning For Cloud Resource Management. ACM Trans. Auton. Adapt. Syst. 17 (3-4) (2022)
Yar Rouf, Joydeep Mukherjee, Marin Litoiu, Joe Wigglesworth, Radu Mateescu
A Framework for Developing DevOps Operation Automation in Clouds using Components-off-the-Shelf. ICPE (2021)
Jaime Dantas, Hamzeh Khazaei, Marin Litoiu
BIAS Autoscaler: Leveraging Burstable Instances for Cost-Effective Autoscaling on Cloud Systems. WOSC@Middleware (2021)
Marin Litoiu, Ian Watts, Joe Wigglesworth
CASCON workshop on cloud computing: engineering AIOps. CASCON (2021)
Danny Weyns, Bradley R. Schmerl, Masako Kishida, Alberto Leva, Marin Litoiu, Necmiye Ozay, Colin Paterson, Kenji Tei
Towards Better Adaptive Systems by Combining MAPE, Control Theory, and Machine Learning. SEAMS@ICSE (2021)
Danny Weyns, Bradley R. Schmerl, Masako Kishida, Alberto Leva, Marin Litoiu, Necmiye Ozay, Colin Paterson, Kenji Tei
Towards Better Adaptive Systems by Combining MAPE, Control Theory, and Machine Learning. CoRR (2021)
Sumona Mukhopadhyay, Marin Litoiu
Fault detection in sensors using single and multi-channel weighted convolutional neural networks. IOT (2020)
Mahima Chaudhary, Sumona Mukhopadhyay, Marin Litoiu, Lauren E. Sergio, Meaghan S. Adams
Understanding Brain Dynamics for Color Perception using Wearable EEG headband. CoRR (2020)
Mahima Chaudhary, Sumona Mukhopadhyay, Marin Litoiu, Lauren E. Sergio, Meaghan S. Adams
Understanding brain dynamics for color perception using wearable EEG headband. CASCON (2020)
Nasim Beigi Mohammadi, Mark Shtern, Marin Litoiu
Adaptive Load Management of Web Applications on Software Defined Infrastructure. IEEE Trans. Netw. Serv. Manag. 17 (1) (2020)
Joydeep Mukherjee, Alexandru Baluta, Marin Litoiu, Diwakar Krishnamurthy
RAD: Detecting Performance Anomalies in Cloud-based Web Services. CLOUD (2020)
Amel Bennaceur, Carlo Ghezzi, Kenji Tei, Timo Kehrer, Danny Weyns, Radu Calinescu, Schahram Dustdar, Zhenjiang Hu, Shinichi Honiden, Fuyuki Ishikawa, Zhi Jin, Jeffrey Kramer, Marin Litoiu, Michele Loreti, Gabriel A. Moreno, Hausi A. Müller, Laura Nenzi, Bashar Nuseibeh, Liliana Pasquale, Wolfgang Reisig, Heinz Schmidt, Christos Tsigkanos, Haiyan Zhao
Modelling and analysing resilient cyber-physical systems. SEAMS@ICSE (2019)
Brian Ramprasad, Marios Fokaefs, Joydeep Mukherjee, Marin Litoiu
EMU-IoT - A Virtual Internet of Things Lab. ICAC (2019)
Yar Rouf, Joydeep Mukherjee, Marios Fokaefs, Mark Shtern, Justin Le, Marin Litoiu
Rule-based security management system for data-intensive applications. CASCON (2019)
Hamzeh Khazaei, Cornel Barna, Marin Litoiu
Performance Modeling of Microservice Platforms Considering the Dynamics of the underlying Cloud Infrastructure. CoRR (2019)
Natalija Vlajic, Mashruf Chowdhury, Marin Litoiu
IP Spoofing In and Out of the Public Cloud: From Policy to Practice. Comput. 8 (4) (2019)
Farzin Zaker, Marin Litoiu, Mark Shtern
Look Ahead Distributed Planning For Application Management In Cloud. CNSM (2019)
Nima Mahmoudi, Changyuan Lin, Hamzeh Khazaei, Marin Litoiu
Optimizing serverless computing: introducing an adaptive function placement algorithm. CASCON (2019)
Brian Ramprasad, Joydeep Mukherjee, Marin Litoiu
A Smart Testing Framework for IoT Applications. UCC Companion (2018)
Brian Ramprasad, Jenn McArthur, Marios Fokaefs, Cornel Barna, Mark Damm, Marin Litoiu
Leveraging existing sensor networks as IoT devices for smart buildings. WF-IoT (2018)
Cornel Barna, Marin Litoiu, Marios Fokaefs, Mark Shtern, Joe Wigglesworth
Runtime Performance Management for Cloud Applications with Adaptive Controllers. ICPE (2018)
Hamzeh Khazaei, Alireza Ghanbari, Marin Litoiu
Adaptation as a service. CASCON (2018)
Marios Fokaefs, Cornel Barna, Marin Litoiu
From DevOps to BizOps: Economic Sustainability for Scalable Cloud Applications. ACM Trans. Auton. Adapt. Syst. 12 (4) (2018)
Marin Litoiu, Joe Wigglesworth
The 10th CASCON workshop on cloud computing. CASCON (2018)
Nasim Beigi Mohammadi, Marin Litoiu, Mahsa Emami-Taba, Ladan Tahvildari, Marios Fokaefs, Ettore Merlo, Iosif-Viorel Onut
A DevOps framework for quality-driven self-protection in web software systems. CASCON (2018)
Jim Zhanwen Li, C. Murray Woodside, John W. Chinneck, Marin Litoiu
Adaptive Cloud Deployment Using Persistence Strategies and Application Awareness. IEEE Trans. Cloud Comput. 5 (2) (2017)
Nasim Beigi Mohammadi, Mark Shtern, Marin Litoiu
A model-based application autonomic manager with fine granular bandwidth control. CNSM (2017)
Nasim Beigi Mohammadi, Hamzeh Khazaei, Mark Shtern, Cornel Barna, Marin Litoiu
Adaptive service management for cloud applications using overlay networks. IM (2017)
Cornel Barna, Hamzeh Khazaei, Marios Fokaefs, Marin Litoiu
Delivering Elastic Containerized Cloud Applications to Enable DevOps. SEAMS@ICSE (2017)
Adam Di Prospero, Nojan Norouzi, Marios Fokaefs, Marin Litoiu
Chatbots as assistants: an architectural framework. CASCON (2017)
Marios Fokaefs, Yar Rouf, Cornel Barna, Marin Litoiu
Evaluating Adaptation Methods for Cloud Applications: An Empirical Study. CLOUD (2017)
Hausi A. Müller, Fuyuki Ishikawa, Marin Litoiu
Software Engineering and Networked Control for Smart Cyber Physical Systems (SENCPS) (NII Shonan Meeting 2017-11). NII Shonan Meet. Rep. 2017 (2017)
Nasim Beigi Mohammadi, Hamzeh Khazaei, Mark Shtern, Cornel Barna, Marin Litoiu
Implementation of self-managing applications on cloud using overlay networks. IM (2017)
Marin Litoiu, Joe Wigglesworth
The 9th cascon workshop on cloud computing. CASCON (2017)
Nasim Beigi Mohammadi, Marin Litoiu
Engineering Self-Adaptive Applications on Cloud with Software Defined Networks. IC2E (2017)
Yar Rouf, Mark Shtern, Marios Fokaefs, Marin Litoiu
A hierarchical architecture for distributed security control of large scale systems. ICSE (Companion Volume) (2017)
Hausi A. Müller, Marin Litoiu, John Mylopoulos
Engineering cybersecurity in cyber physical systems. CASCON (2016)
Hamzeh Khazaei, Rodrigo Veleda, Marin Litoiu, Ali Tizghadam
Realtime big data analytics for event detection in highways. WF-IoT (2016)
Saeed Zareian, Marios Fokaefs, Hamzeh Khazaei, Marin Litoiu, Xi Zhang
A big data framework for cloud monitoring. BIGDSE@ICSE (2016)
Marios Fokaefs, Cornel Barna, Marin Litoiu
Economics-driven resource scalability on the cloud. SEAMS@ICSE (2016)
Hamzeh Khazaei, Cornel Barna, Nasim Beigi Mohammadi, Marin Litoiu
Efficiency Analysis of Provisioning Microservices. CloudCom (2016)
Parisa Zoghi, Mark Shtern, Marin Litoiu, Hamoun Ghanbari
Designing Adaptive Applications Deployed on Cloud Environments. ACM Trans. Auton. Adapt. Syst. 10 (4) (2016)
Marios Fokaefs, Cornel Barna, Rodrigo Veleda, Marin Litoiu, Joe Wigglesworth, Radu Mateescu
Enabling devops for containerized data-intensive applications: an exploratory study. CASCON (2016)
Cornel Barna, Marios Fokaefs, Marin Litoiu, Mark Shtern, Joe Wigglesworth
Cloud Adaptation with Control Theory in Industrial Clouds. IC2E Workshops (2016)
Nasim Beigi Mohammadi, Cornel Barna, Mark Shtern, Hamzeh Khazaei, Marin Litoiu
CAAMP: Completely automated DDoS attack mitigation platform in hybrid clouds. CNSM (2016)
Ruoyu Gao, Zhen Ming Jiang, Cornel Barna, Marin Litoiu
A Framework to Evaluate the Effectiveness of Different Load Testing Analysis Techniques. ICST (2016)
Anca Daniela Ionita, Cristina-Teodora Eftimie, Grace A. Lewis, Marin Litoiu
Integration of Hazard Management Services. IESS (2016)
Marin Litoiu, Joe Wigglesworth, Radu Mateescu
The 8th CASCON Workshop on Cloud Computing. CASCON (2016)
Marios Fokaefs, Cornel Barna, Marin Litoiu
An Economic Model for Scaling Cloud Applications. CLOUD (2016)
Nasim Beigi Mohammadi, Hamzeh Khazaei, Mark Shtern, Cornel Barna, Marin Litoiu
On Efficiency and Scalability of Software-Defined Infrastructure for Adaptive Applications. ICAC (2016)
Tao Zheng, Jinmei Yang, C. Murray Woodside, Marin Litoiu, Gabriel Iszlai
Tracking time-varying parameters in software systems with extended Kalman filters. CASCON (2015)
Saeed Zareian, Rodrigo Veleda, Marin Litoiu, Mark Shtern, Hamoun Ghanbari, Manish Garg
K-Feed - A Data-Oriented Approach to Application Performance Management in Cloud. CLOUD (2015)
Roni Sandel, Mark Shtern, Marios Fokaefs, Marin Litoiu
Evaluating cluster configurations for big data processing: an exploratory study. MESOCA (2015)
Roni Sandel, Marios Fokaefs, Mark Shtern, Hamzeh Khazei, Marin Litoiu
To default or not to default: exposing limitations to HBase cluster deployers. CASCON (2015)
Hausi A. Müller, John Mylopoulos, Marin Litoiu
Engineering cyber physical systems. CASCON (2015)
Marin Litoiu, Joe Wigglesworth
The 7th CASCON workshop on cloud computing. CASCON (2015)
Cornel Barna, Hamoun Ghanbari, Marin Litoiu, Mark Shtern
Hogna: A Platform for Self-Adaptive Applications in Cloud Environments. SEAMS@ICSE (2015)
Cornel Barna, Mark Shtern, Mike Smit, Hamoun Ghanbari, Marin Litoiu
Model-driven Elasticity and DoS Attack Mitigation in Cloud Environments. ICAC (2014)
Bradley Simmons, Mark Shtern, Marin Litoiu, Michael Smit
Toward a solution for the cloud account delegation problem. CASCON (2014)
Cornel Barna, Mark Shtern, Michael Smit, Vassilios Tzerpos, Marin Litoiu
Mitigating DoS Attacks Using Performance Model-Driven Adaptive Algorithms. ACM Trans. Auton. Adapt. Syst. 9 (1) (2014)
Marin Litoiu, Joe Wigglesworth, Tinny Ng
5th workshop on cloud computing. CASCON (2014)
Rizwan Mian, Hamoun Ghanbari, Saeed Zareian, Mark Shtern, Marin Litoiu
A Data Platform for the Highway Traffic Data. MESOCA (2014)
Hamoun Ghanbari, Marin Litoiu, Przemyslaw Pawluk, Cornel Barna
Replica Placement in Cloud through Simple Stochastic Model Predictive Control. IEEE CLOUD (2014)
Ian Gergin, Bradley Simmons, Marin Litoiu
A Decentralized Autonomic Architecture for Performance Control in the Cloud. IC2E (2014)
Anca Daniela Ionita, Grace A. Lewis, Marin Litoiu
Report of the 2013 IEEE 7th international symposium on the maintenance and evolution of service-oriented and cloud-based systems (MESOCA 2013). ACM SIGSOFT Softw. Eng. Notes 39 (2) (2014)
Mark Shtern, Michael Smit, Bradley Simmons, Marin Litoiu
A runtime cloud efficiency software quality metric. ICSE Companion (2014)
John W. Chinneck, Marin Litoiu, C. Murray Woodside
Real-time multi-cloud management needs application awareness. ICPE (2014)
Mark Shtern, Roni Sandel, Marin Litoiu, Chris Bachalo, Vasileios Theodorou
Towards Mitigation of Low and Slow Application DDoS Attacks. IC2E (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Marin Litoiu