Giuliano Casale

IEEE Trans. Mob. Comput., June, 2024

Neural Density Estimation of Response Times in Layered Software Systems.

[BibT_eX]

[DOI]

IEEE Trans. Software Eng., March, 2024

Scheduling Inputs in Early Exit Neural Networks.

[BibT_eX]

[DOI]

Manuel Roveri

IEEE Trans. Computers, February, 2024

RADF: Architecture decomposition for function as a service.

[BibT_eX]

[DOI]

Damian Andrew Tamburri

Softw. Pract. Exp., 2024

Matrix Network Analyzer: A New Decomposition Algorithm for Phase-type Queueing Networks (Work In Progress Paper).

[BibT_eX]

[DOI]

Zhuoyuan Li

Proceedings of the Companion of the 15th ACM/SPEC International Conference on Performance Engineering, 2024

Approximating Fork-Join Systems via Mixed Model Transformations.

[BibT_eX]

[DOI]

Rares-Andrei Dobre

Proceedings of the Companion of the 15th ACM/SPEC International Conference on Performance Engineering, 2024

Optimizing Edge AI: Performance Engineering in Resource-Constrained Environments.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM/SPEC International Conference on Performance Engineering, 2024

ChainNet: A Customized Graph Neural Network Model for Loss-Aware Edge AI Service Deployment.

[BibT_eX]

[DOI]

Manuel Roveri

Proceedings of the 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2024

Cournot Queueing Games with Applications to Mobility Systems.

[BibT_eX]

[DOI]

Matthew Sheldon

Dario Paccagnan

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

CILP: Co-Simulation-Based Imitation Learner for Dynamic Resource Provisioning in Cloud Computing Environments.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., December, 2023

SciNet: Codesign of Resource Management in Cloud Computing Environments.

[BibT_eX]

[DOI]

IEEE Trans. Computers, December, 2023

Delay and Price Differentiation in Cloud Computing: A Service Model, Supporting Architectures, and Performance.

[BibT_eX]

[DOI]

Xiaohu Wu

Francesco De Pellegrini

ACM Trans. Model. Perform. Evaluation Comput. Syst., September, 2023

SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., September, 2023

Performance evaluation teaching in the age of cloud computing.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., September, 2023

Fitting with matrix exponential mixtures generated by discrete probabilistic scaling.

[BibT_eX]

[DOI]

Julianna Bor

William J. Knottenbelt

Andreas Stathopoulos

SIGMETRICS Perform. Evaluation Rev., September, 2023

AI augmented Edge and Fog computing: Trends and challenges.

[BibT_eX]

[DOI]

J. Netw. Comput. Appl., July, 2023

Guest Editorial: Special Section on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services - Part II.

[BibT_eX]

[DOI]

Farhana H. Zulkernine

IEEE Trans. Netw. Serv. Manag., June, 2023

Learning to Dynamically Select Cost Optimal Schedulers in Cloud Computing Environments.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., April, 2023

DRAGON: Decentralized Fault Tolerance in Edge Federations.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., March, 2023

START: Straggler Prediction and Mitigation for Cloud Computing Environments Using Encoder LSTM Networks.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2023

Estimating Multiclass Service Demand Distributions Using Markovian Arrival Processes.

[BibT_eX]

[DOI]

Runan Wang

Antonio Filieri

ACM Trans. Model. Comput. Simul., 2023

Redundancy Planning for Cost Efficient Resilience to Cyber Attacks.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2023

Clinical Pathway Clustering Using Surrogate Likelihoods and Replayability Validation.

[BibT_eX]

[DOI]

Proceedings of the Winter Simulation Conference, 2023

SampleHST: Efficient On-the-Fly Selection of Distributed Traces.

[BibT_eX]

[DOI]

Proceedings of the NOMS 2023, 2023

DeepFT: Fault-Tolerant Edge Computing using a Self-Supervised Deep Surrogate Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2023, 2023

Coupling QoS Co-Simulation with Online Adaptive Arrival Forecasting.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Network and Service Management, 2023

2022

Guest Editorial: Special Issue on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services - Part I.

[BibT_eX]

[DOI]

Farhana H. Zulkernine

IEEE Trans. Netw. Serv. Manag., December, 2022

COSCO: Container Orchestration Using Co-Simulation and Gradient Based Optimization for Fog Computing Environments.

[BibT_eX]

[DOI]

Shivananda R. Poojara

Satish Narayana Srirama

IEEE Trans. Parallel Distributed Syst., 2022

GOSH: Task Scheduling Using Deep Surrogate Models in Fog Computing Environments.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

TauSSA: Simulating Markovian Queueing Networks with Tau Leaping.

[BibT_eX]

[DOI]

Matthew Sheldon

SIGMETRICS Perform. Evaluation Rev., 2022

Facilitating Load-Dependent Queueing Analysis Through Factorization (Extended Abstract).

[BibT_eX]

[DOI]

Wai Hong Ong

SIGMETRICS Perform. Evaluation Rev., 2022

TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

HUNTER: AI based holistic resource management for sustainable cloud computing.

[BibT_eX]

[DOI]

J. Syst. Softw., 2022

Optimizing the Performance of Fog Computing Environments Using AI and Co-Simulation.

[BibT_eX]

[DOI]

Proceedings of the ICPE '22: ACM/SPEC International Conference on Performance Engineering, Bejing, China, April 9, 2022

LN: A Meta-solver for Layered Queueing Network Analysis.

[BibT_eX]

[DOI]

Proceedings of the Quantitative Evaluation of Systems - 19th International Conference, 2022

JCSP: Joint Caching and Service Placement for Edge Computing Systems.

[BibT_eX]

[DOI]

Yicheng Gao

Proceedings of the 30th IEEE/ACM International Symposium on Quality of Service, 2022

PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2022, 2022

Enhancing Performance Modeling of Serverless Functions via Static Analysis.

[BibT_eX]

[DOI]

Runan Wang

Antonio Filieri

Proceedings of the Service-Oriented Computing - 20th International Conference, 2022

CAROL: Confidence-Aware Resilience Model for Edge Federations.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2022

MetaNet: Automated Dynamic Selection of Scheduling Policies in Cloud Environments.

[BibT_eX]

[DOI]

Proceedings of the IEEE 15th International Conference on Cloud Computing, 2022

2021

Facilitating load-dependent queueing analysis through factorization.

[BibT_eX]

[DOI]

Wai Hong Ong

Dataset, October, 2021

Performance Analysis Methods for List-Based Caches With Non-Uniform Access.

[BibT_eX]

[DOI]

Nicolas Gast

IEEE/ACM Trans. Netw., 2021

Guest Editorial: Special Issue on Data Analytics and Machine Learning for Network and Service Management - Part II.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2021

Guest Editorial: Special Section on Embracing Artificial Intelligence for Network and Service Management.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2021

Facilitating load-dependent queueing analysis through factorization.

[BibT_eX]

[DOI]

Wai Hong Ong

Perform. Evaluation, 2021

Generative Optimization Networks for Memory Efficient Data Generation.

[BibT_eX]

[DOI]

CoRR, 2021

Towards Cost-Optimal Policies for DAGs to Utilize IaaS Clouds with Online Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Quality-Aware DevOps Research: Where Do We Stand?

[BibT_eX]

[DOI]

IEEE Access, 2021

Service Demand Distribution Estimation for Microservices Using Markovian Arrival Processes.

[BibT_eX]

[DOI]

Runan Wang

Antonio Filieri

Proceedings of the Quantitative Evaluation of Systems - 18th International Conference, 2021

A Mixture Density Network Approach to Predicting Response Times in Layered Systems.

[BibT_eX]

[DOI]

Proceedings of the 29th International Symposium on Modeling, 2021

Deep Learning Models for Automated Identification of Scheduling Policies.

[BibT_eX]

[DOI]

Yichong Chen

Proceedings of the 29th International Symposium on Modeling, 2021

MEAD: Model-Based Vertical Auto-Scaling for Data Stream Processing.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021

RDOF: Deployment Optimization for Function as a Service.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

2020

Guest Editorial: Special Section on Data Analytics and Machine Learning for Network and Service Management-Part I.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2020

Fluid approximation of closed queueing networks with discriminatory processor sharing.

[BibT_eX]

[DOI]

Iker Perez

Perform. Evaluation, 2020

Guest editor's forewords: Special issue on Valuetools 2017.

[BibT_eX]

[DOI]

Perform. Evaluation, 2020

iThermoFog: IoT-Fog based automatic thermal profile creation for cloud data centers using artificial intelligence techniques.

[BibT_eX]

[DOI]

Internet Technol. Lett., 2020

RADON: rational decomposition and orchestration for serverless computing.

[BibT_eX]

[DOI]

Willem-Jan van den Heuvel

Matej Artac

Satish Narayana Srirama

Damian A. Tamburri

Michael Wurster

SICS Softw.-Intensive Cyber Phys. Syst., 2020

Correction to: Artificial neural networks based techniques for anomaly detection in Apache Spark.

[BibT_eX]

[DOI]

Clust. Comput., 2020

Artificial neural networks based techniques for anomaly detection in Apache Spark.

[BibT_eX]

[DOI]

Clust. Comput., 2020

TRACK-Plus: Optimizing Artificial Neural Networks for Hybrid Anomaly Detection in Data Streaming Systems.

[BibT_eX]

[DOI]

IEEE Access, 2020

Integrated Performance Evaluation of Extended Queueing Network Models with Line.

[BibT_eX]

[DOI]

Proceedings of the Winter Simulation Conference, 2020

Performance Engineering for Microservices and Serverless Applications: The RADON Approach.

[BibT_eX]

[DOI]

Proceedings of the Companion of the 2020 ACM/SPEC International Conference on Performance Engineering, 2020

TRACK: Optimizing Artificial Neural Networks for Anomaly Detection in Spark Streaming Systems.

[BibT_eX]

[DOI]

Ahmad S. Alnafessah

Proceedings of the VALUETOOLS 2020: 13th EAI International Conference on Performance Evaluation Methodologies and Tools, 2020

COCOA: Cold Start Aware Capacity Planning for Function-as-a-Service Platforms.

[BibT_eX]

[DOI]

Alim Ul Gias

Proceedings of the 28th International Symposium on Modeling, 2020

2019

A Framework for Allocating Server Time to Spot and On-Demand Services in Cloud Computing.

[BibT_eX]

[DOI]

Xiaohu Wu

Francesco De Pellegrini

Guanyu Gao

ACM Trans. Model. Perform. Evaluation Comput. Syst., 2019

Guest Editorial: Special Issue on Novel Techniques in Big Data Analytics for Management.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2019

Cognitive Distance and Research Output in Computing Education: A Case-Study.

[BibT_eX]

[DOI]

Damian A. Tamburri

IEEE Trans. Educ., 2019

Novel Solutions for Closed Queueing Networks with Load-Dependent Stations.

[BibT_eX]

[DOI]

Ong Wai Hong

SIGMETRICS Perform. Evaluation Rev., 2019

Holistic resource management for sustainable and reliable cloud computing: An innovative solution to global challenge.

[BibT_eX]

[DOI]

Kotagiri Ramamohanarao

Rajkumar Buyya

J. Syst. Softw., 2019

A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2019

Automated Multi-paradigm Analysis of Extended and Layered Queueing Models with LINE.

[BibT_eX]

[DOI]

Proceedings of the Companion of the 2019 ACM/SPEC International Conference on Performance Engineering, 2019

ATOM: Model-Driven Autoscaling for Microservices.

[BibT_eX]

[DOI]

Alim Ul Gias

C. Murray Woodside

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

SD: A Divergence-Based Estimation Method for Service Demands in Cloud Systems.

[BibT_eX]

[DOI]

Salvatore Dipietro

Proceedings of the 7th International Conference on Future Internet of Things and Cloud, 2019

2018

QMLE: A Methodology for Statistical Inference of Service Demands from Queueing Data.

[BibT_eX]

[DOI]

ACM Trans. Model. Perform. Evaluation Comput. Syst., 2018

Guest Editorial: Special Section on Advances in Big Data Analytics for Management.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2018

Approximate Bayesian inference with queueing networks and coupled jump processes.

[BibT_eX]

[DOI]

Iker Perez

CoRR, 2018

A Neural-Network Driven Methodology for Anomaly Detection in Apache Spark.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on the Quality of Information and Communications Technology, 2018

PAX: Partition-aware autoscaling for the Cassandra NoSQL database.

[BibT_eX]

[DOI]

Salvatore Dipietro

Rajkumar Buyya

Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018

Analyzing Replacement Policies in List-Based Caches with Non-Uniform Access Costs.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Anomaly Detection for Big Data Technologies.

[BibT_eX]

[DOI]

Proceedings of the 2018 Imperial College Computing Student Workshop, 2018

2017

Line: Evaluating Software Applications in Unreliable Environments.

[BibT_eX]

[DOI]

IEEE Trans. Reliab., 2017

Performance Evaluation with Java Modelling Tools: : A Hands-on Introduction.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2017

Accelerating Performance Inference over Closed Systems by Asymptotic Methods.

[BibT_eX]

[DOI]

Proc. ACM Meas. Anal. Comput. Syst., 2017

A note on integrating products of linear forms over the unit simplex.

[BibT_eX]

[DOI]

CoRR, 2017

Modelling and Simulation Challenges in Internet of Things.

[BibT_eX]

[DOI]

IEEE Cloud Comput., 2017

Generalized Synchronizations and Capacity Constraints for Java Modelling Tools.

[BibT_eX]

[DOI]

Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering, 2017

Tulsa: A Tool for Transforming UML to Layered Queueing Networks for Performance Analysis of Data Intensive Applications.

[BibT_eX]

[DOI]

Chen Li

Taghreed Altamimi

Mana Hassanzadeh Zargari

Dorina C. Petriu

Proceedings of the Quantitative Evaluation of Systems - 14th International Conference, 2017

Energy-efficient resource allocation and provisioning for in-memory database clusters.

[BibT_eX]

[DOI]

Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017

Enhancing Big Data Application Design with the DICE Framework.

[BibT_eX]

[DOI]

Chen Li

Proceedings of the Advances in Service-Oriented and Cloud Computing, 2017

How to Supercharge the Amazon T2: Observations and Suggestions.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017

2016

Contention-Aware Workload Placement for In-Memory Databases in Cloud Environments.

[BibT_eX]

[DOI]

ACM Trans. Model. Perform. Evaluation Comput. Syst., 2016

A Bayesian Approach to Parameter Inference in Queueing Networks.

[BibT_eX]

[DOI]

Charles Sutton

ACM Trans. Model. Comput. Simul., 2016

QRF: An Optimization-Based Framework for Evaluating Complex Stochastic Networks.

[BibT_eX]

[DOI]

Vittoria De Nitto Persone

ACM Trans. Model. Comput. Simul., 2016

Guest Editors' Introduction: Special Issue on Big Data Analytics for Management.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2016

Compact Markov-modulated models for multiclass trace fitting.

[BibT_eX]

[DOI]

Andrea Sansottera

Eur. J. Oper. Res., 2016

OptiSpot: minimizing application deployment cost using spot cloud resources.

[BibT_eX]

[DOI]

Clust. Comput., 2016

Maximum Likelihood Estimation of Closed Queueing Network Demands from Queue Length Data.

[BibT_eX]

[DOI]

Proceedings of the 7th ACM/SPEC International Conference on Performance Engineering, 2016

Automated Parameterization of Performance Models from Measurements.

[BibT_eX]

[DOI]

Simon Spinner

Proceedings of the 7th ACM/SPEC International Conference on Performance Engineering, 2016

Performance Engineering for In-Memory Databases: Models, Experiments and Optimization.

[BibT_eX]

[DOI]

Proceedings of the Companion Publication for ACM/SPEC on International Conference on Performance Engineering, 2016

Performance Prediction for Burstable Cloud Resources.

[BibT_eX]

[DOI]

Proceedings of the 10th EAI International Conference on Performance Evaluation Methodologies and Tools, 2016

A Queueing Network Model for Performance Prediction of Apache Cassandra.

[BibT_eX]

[DOI]

Salvatore Dipietro

Proceedings of the 10th EAI International Conference on Performance Evaluation Methodologies and Tools, 2016

Quantifying the Impact of Replication on the Quality-of-Service in Cloud Databases.

[BibT_eX]

[DOI]

Rasha Osman

Proceedings of the 2016 IEEE International Conference on Software Quality, 2016

Efficient Memory Occupancy Models for In-memory Databases.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Symposium on Modeling, 2016

An Uncertainty-Aware Approach to Optimal Configuration of Stream Processing Systems.

[BibT_eX]

[DOI]

Pooyan Jamshidi

Proceedings of the 24th IEEE International Symposium on Modeling, 2016

Current and Future Challenges of Software Engineering for Services and Applications.

[BibT_eX]

[DOI]

Andreas L. Symeonidis

Vlassis Vlassiou

Anastasios Zafeiropoulos

Zhiming Zhao

Proceedings of the 2nd International Conference on Cloud Forward: From Distributed to Complete Computing, 2016

Model-Driven Application Refactoring to Minimize Deployment Costs in Preemptible Cloud Resources.

[BibT_eX]

[DOI]

Catia Trubiani

Proceedings of the 9th IEEE International Conference on Cloud Computing, 2016

2015

Estimating Computational Requirements in Multi-Threaded Applications.

[BibT_eX]

[DOI]

IEEE Trans. Software Eng., 2015

Maximum Likelihood Estimation of Closed Queueing Network Demands from Queue Length Data.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2015

Evaluating approaches to resource demand estimation.

[BibT_eX]

[DOI]

Perform. Evaluation, 2015

QD-AMVA: Evaluating systems with queue-dependent service requirements.

[BibT_eX]

[DOI]

Perform. Evaluation, 2015

Towards a DevOps Approach for Software Quality Engineering.

[BibT_eX]

[DOI]

Proceedings of the 2015 Workshop on Challenges in Performance Methods for Software Development, 2015

Filling the gap: a tool to automate parameter estimation for software performance models.

[BibT_eX]

[DOI]

Proceedings of the 1st International Workshop on Quality-Aware DevOps, 2015

DICE: Quality-Driven Development of Data-Intensive Cloud Applications.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE/ACM International Workshop on Modeling in Software Engineering, 2015

Autonomic Provisioning and Application Mapping on Spot Cloud Resources.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Cloud and Autonomic Computing, 2015

Experiments or simulation? A characterization of evaluation methods for in-memory databases.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Network and Service Management, 2015

Less Can Be More: Micro-managing VMs in Amazon EC2.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015

2014

Blending randomness in closed queueing network models.

[BibT_eX]

[DOI]

Mirco Tribastone

Perform. Evaluation, 2014

Special Issue on "Quantitative Evaluation of SysTems" (QEST 2012).

[BibT_eX]

[DOI]

Ludmila Cherkasova

Holger Hermanns

Perform. Evaluation, 2014

Quality-of-service in cloud computing: modeling techniques and their applications.

[BibT_eX]

[DOI]

J. Internet Serv. Appl., 2014

LibReDE: a library for resource demand estimation.

[BibT_eX]

[DOI]

Proceedings of the ACM/SPEC International Conference on Performance Engineering, 2014

Evaluating Weighted Round Robin Load Balancing for Cloud Web Services.

[BibT_eX]

[DOI]

Proceedings of the 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2014

Memory-aware sizing for in-memory databases.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Network Operations and Management Symposium, 2014

Towards Multi-Clouds engineering.

[BibT_eX]

[DOI]

Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

2013

Performance models of storage contention in cloud environments.

[BibT_eX]

[DOI]

Des Greer

Peter Kilpatrick

Softw. Syst. Model., 2013

Modelling exogenous variability in cloud deployments.

[BibT_eX]

[DOI]

Mirco Tribastone

SIGMETRICS Perform. Evaluation Rev., 2013

Heavy-traffic revenue maximization in parallel multiclass queues.

[BibT_eX]

[DOI]

Jonatha Anselmi

Perform. Evaluation, 2013

Towards a monitoring feedback loop for cloud applications.

[BibT_eX]

[DOI]

William J. Knottenbelt

Proceedings of the 2013 international workshop on Multi-cloud applications and federated clouds, 2013

Assessing SLA Compliance from Palladio Component Models.

[BibT_eX]

[DOI]

Marcos Aurélio Almeida da Silva

Proceedings of the 15th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2013

Supporting the Development and Operation of Multi-cloud Applications: The MODAClouds Approach.

[BibT_eX]

[DOI]

Elisabetta Di Nitto

Danilo Ardagna

Ciprian Dorin Craciun

Nicolas Ferry

Victor Muntés

Arnor Solberg

Proceedings of the 15th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2013

Bayesian Service Demand Estimation Using Gibbs Sampling.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 21st International Symposium on Modelling, 2013

An Offline Demand Estimation Method for Multi-threaded Applications.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 21st International Symposium on Modelling, 2013

RPO: Runtime web server optimization under simultaneous multithreading.

[BibT_eX]

[DOI]

Samira Musabbir

Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013

Fitting second-order acyclic Marked Markovian Arrival Processes.

[BibT_eX]

[DOI]

Andrea Sansottera

Proceedings of the 2013 43rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2013

A Feasibility Study of Host-Level Contention Detection by Guest Virtual Machines.

[BibT_eX]

[DOI]

Carmelo Ragusa

Panos Parpas

Proceedings of the IEEE 5th International Conference on Cloud Computing Technology and Science, 2013

2012

Dealing with Burstiness in Multi-Tier Applications: Models and Their Parameterization.

[BibT_eX]

[DOI]

IEEE Trans. Software Eng., 2012

BURN: Enabling Workload Burstiness in Customized Service Benchmarks.

[BibT_eX]

[DOI]

Amir S. Kalbasi

IEEE Trans. Software Eng., 2012

ASIdE: Using Autocorrelation-Based Size Estimation for Scheduling Bursty Workloads.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2012

KPC-toolbox: fitting Markovian arrival processes and phase-type distributions with MATLAB.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2012

Product-form approximation of queueing networks with phase-type service.

[BibT_eX]

[DOI]

Maria Grazia Vigliotti

SIGMETRICS Perform. Evaluation Rev., 2012

A class of tractable models for run-time performance evaluation.

[BibT_eX]

[DOI]

Proceedings of the Third Joint WOSP/SIPEW International Conference on Performance Engineering, 2012

OFBench: An Enterprise Application Benchmark for Cloud Resource Management Studies.

[BibT_eX]

[DOI]

Jean Moschetta

Proceedings of the 14th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2012

MODAClouds: a model-driven approach for the design and execution of applications on multiple clouds.

[BibT_eX]

[DOI]

Cosmin-Septimiu Nechifor

Craig Sheridan

Proceedings of the 4th International Workshop on Modeling in Software Engineering, 2012

WIQ: Work-Intensive Query Scheduling for In-Memory Database Systems.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Fifth International Conference on Cloud Computing, 2012

2011

IO performance prediction in consolidated virtualized environments (abstracts only).

[BibT_eX]

[DOI]

Des Greer

Peter Kilpatrick

SIGMETRICS Perform. Evaluation Rev., 2011

Exact analysis of performance models by the Method of Moments.

[BibT_eX]

[DOI]

Perform. Evaluation, 2011

A generalized method of moments for closed queueing networks.

[BibT_eX]

[DOI]

Perform. Evaluation, 2011

IO performance prediction in consolidated virtualized environments.

[BibT_eX]

[DOI]

Des Greer

Peter Kilpatrick

Proceedings of the ICPE'11, 2011

Quantitative system evaluation with Java modeling tools.

[BibT_eX]

[DOI]

Proceedings of the ICPE'11, 2011

Efficient parallelization of the Method of Moments for queueing networks using multi-modular algebra.

[BibT_eX]

[DOI]

Michail Makaronidis

Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools Communications, 2011

Building accurate workload models using Markovian arrival processes.

[BibT_eX]

[DOI]

Proceedings of the SIGMETRICS 2011, 2011

Fluid Analysis of Queueing in Two-Stage Random Environments.

[BibT_eX]

[DOI]

Mirco Tribastone

Proceedings of the Eighth International Conference on Quantitative Evaluation of Systems, 2011

AutoCAT: Automated Product-Form Solution of Stochastic Models.

[BibT_eX]

[DOI]

Proceedings of the Matrix-Analytic Methods in Stochastic Models, 2011

A Model of Storage I/O Performance Interference in Virtualized Systems.

[BibT_eX]

[DOI]

Vittoria De Nitto Persone

Proceedings of the 31st IEEE International Conference on Distributed Computing Systems Workshops (ICDCS 2011 Workshops), 2011

Introduction.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2011 Parallel Processing - 17th International Conference, 2011

Approximate analysis of blocking queueing networks with temporal dependence.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE/IFIP International Conference on Dependable Systems and Networks, 2011

Markovian Workload Characterization for QoS Prediction in the Cloud.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cloud Computing, 2011

2010

Model-Driven System Capacity Planning under Workload Burstiness.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2010

KPC-Toolbox: Best recipes for automatic trace fitting using Markovian Arrival Processes.

[BibT_eX]

[DOI]

Perform. Evaluation, 2010

Trace data characterization and fitting for Markov modeling.

[BibT_eX]

[DOI]

Perform. Evaluation, 2010

Approximating passage time distributions in queueing models by Bayesian expansion.

[BibT_eX]

[DOI]

Perform. Evaluation, 2010

Sizing multi-tier systems with temporal dependence: benchmarks and analytic models.

[BibT_eX]

[DOI]

J. Internet Serv. Appl., 2010

BAP: a benchmark-driven algebraic method for the performance engineering of customized services.

[BibT_eX]

[DOI]

Stephen Dawson

Proceedings of the first joint WOSP/SIPEW International Conference on Performance Engineering, 2010

SLA-driven planning and optimization of enterprise applications.

[BibT_eX]

[DOI]

Hui Li

Tariq N. Ellahi

Proceedings of the first joint WOSP/SIPEW International Conference on Performance Engineering, 2010

CWS: a model-driven scheduling policy for correlated workloads.

[BibT_eX]

[DOI]

Proceedings of the SIGMETRICS 2010, 2010

Tools for Performance Evaluation of Computer Systems: Historical Evolution and Perspectives.

[BibT_eX]

[DOI]

Marco Gribaudo

Proceedings of the Performance Evaluation of Computer and Communication Systems. Milestones and Future Challenges, 2010

2009

CoMoM: Efficient Class-Oriented Evaluation of Multiclass Performance Models.

[BibT_eX]

[DOI]

IEEE Trans. Software Eng., 2009

Feasibility regions: exploiting tradeoffs between power and performance in disk drives.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2009

Special issue on tools for computer performance modeling and reliability analysis.

[BibT_eX]

[DOI]

Richard R. Muntz

SIGMETRICS Perform. Evaluation Rev., 2009

Automatically generating bursty benchmarks for multitier systems.

[BibT_eX]

[DOI]

Amir S. Kalbasi

SIGMETRICS Perform. Evaluation Rev., 2009

JMT: performance engineering tools for system modeling.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2009

Predictive modelling of SAP ERP applications: challenges and solutions.

[BibT_eX]

[DOI]

Stephen Dawson

Proceedings of the 4th International Conference on Performance Evaluation Methodologies and Tools, 2009

Estimating service resource consumption from response time measurements.

[BibT_eX]

[DOI]

Stephen Dawson

Proceedings of the 4th International Conference on Performance Evaluation Methodologies and Tools, 2009

User-friendly approach to capacity planning studies with Java modelling tools.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Simulation Tools and Techniques for Communications, 2009

The Multi-branched Method of Moments for Queueing Networks.

[BibT_eX]

[DOI]

Proceedings of the QEST 2009, 2009

Automatic Stress Testing of Multi-tier Systems by Dynamic Bottleneck Switch Generation.

[BibT_eX]

[DOI]

Amir S. Kalbasi

Proceedings of the Middleware 2009, ACM/IFIP/USENIX, 10th International Middleware Conference, Urbana, IL, USA, November 30, 2009

Autocorrelation-driven load control in distributed systems.

[BibT_eX]

[DOI]

Proceedings of the 17th Annual Meeting of the IEEE/ACM International Symposium on Modelling, 2009

Injecting realistic burstiness to a traditional client-server benchmark.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Autonomic Computing, 2009

MAP-AMVA: Approximate mean value analysis of bursty systems.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE/IFIP International Conference on Dependable Systems and Networks, 2009

2008

Geometric Bounds: A Noniterative Analysis Technique for Closed Queueing Networks.

[BibT_eX]

[DOI]

Richard R. Muntz

IEEE Trans. Computers, 2008

KPC-Toolbox: best recipes toward automatization of workload fitting.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2008

How to parameterize models with bursty workloads.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2008

CoMoM: class-oriented evaluation of multiclass models.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2008

A note on stable flow-equivalent aggregation in closed networks.

[BibT_eX]

[DOI]

Queueing Syst. Theory Appl., 2008

GIVS: integrity validation for grid security.

[BibT_eX]

[DOI]

Stefano Zanero

Int. J. Crit. Infrastructures, 2008

A two-phase relaxation-based heuristic for the maximum feasible subsystem problem.

[BibT_eX]

[DOI]

Edoardo Amaldi

Maurizio Bruglieri

Comput. Oper. Res., 2008

An application of exact linear algebra to capacity planning models.

[BibT_eX]

[DOI]

ACM Commun. Comput. Algebra, 2008

Bound analysis of closed queueing networks with workload burstiness.

[BibT_eX]

[DOI]

Proceedings of the 2008 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2008

KPC-Toolbox: Simple Yet Effective Trace Fitting Using Markovian Arrival Processes.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on the Quantitative Evaluaiton of Systems (QEST 2008), 2008

Robust Workload Estimation in Queueing Network Performance Models.

[BibT_eX]

[DOI]

Roberto Turrin

Proceedings of the 16th Euromicro International Conference on Parallel, 2008

Burstiness in Multi-tier Applications: Symptoms, Causes, and New Models.

[BibT_eX]

[DOI]

Proceedings of the Middleware 2008, 2008

Versatile models of systems using map queueing networks.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

Scheduling for performance and availability in systems with temporal dependent workloads.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2008

2007

Characterization of moments and autocorrelation in MAPs.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2007

Approximate Solution of Multiclass Queuing Networks with Region Constraints.

[BibT_eX]

[DOI]

Jonatha Anselmi

Proceedings of the 15th International Symposium on Modeling, 2007

New Results on the Performance Effects of Autocorrelated Flows in Systems.

[BibT_eX]

[DOI]

Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

Interarrival Times Characterization and Fitting for Markovian Traffic Analysis.

[BibT_eX]

[DOI]

Proceedings of the Numerical Methods for Structured Markov Chains, 11.11. - 14.11.2007, 2007

How to Select Significant Workloads in Performance Models.

[BibT_eX]

[DOI]

Proceedings of the 33rd International Computer Measurement Group Conference, 2007

The JMT Simulator for Performance Evaluation of Non-Product-Form Queueing Networks.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 40th Annual Simulation Symposium (ANSS-40 2007), 2007

2006

The throughput analysis of product-form queueing networks.

[BibT_eX]

[DOI]

PhD thesis, 2006

An efficient algorithm for the exact analysis of multiclass queueing networks with large population sizes.

[BibT_eX]

[DOI]

Proceedings of the Joint International Conference on Measurement and Modeling of Computer Systems, 2006

On Single-Class Load-Dependent Normalizing Constant Equations.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on the Quantitative Evaluation of Systems (QEST 2006), 2006

Java Modelling Tools: an Open Source Suite for Queueing Network Modelling andWorkload Analysis.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on the Quantitative Evaluation of Systems (QEST 2006), 2006

A New Class of Non-Iterative Bounds for Closed Queueing Networks.

[BibT_eX]

[DOI]

Richard R. Muntz

Proceedings of the 14th International Symposium on Modeling, 2006

Identifying network failures and evaluating link MTBF from utilization logs.

[BibT_eX]

[DOI]

Stefano Visconti

Proceedings of the 32nd International Computer Measurement Group Conference, 2006

2005

Combining queueing networks and web usage mining techniques for web performance analysis.

[BibT_eX]

[DOI]

Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

Performance Issues in Video Streaming Environments.

[BibT_eX]

[DOI]

Proceedings of the FIRB-Perf Workshop on Techniques, 2005

2004

Optimal Number of Nodes for Computation in Grid Environments.

[BibT_eX]

[DOI]

Proceedings of the 12th Euromicro Workshop on Parallel, 2004

Bottlenecks Identification in Multiclass Queueing Networks Using Convex Polytopes.

[BibT_eX]

[DOI]