Bottlenecks Identification in Multiclass Queueing Networks Using Convex Polytopes. - Giuliano Casale; Giuseppe Serazzi (MASCOTS, 2004)

Optimal Number of Nodes for Computation in Grid Environments. - Lorenzo Muttoni; Giuliano Casale; Federico Granata; Stefano Zanero (PDP, 2004)

Performance Issues in Video Streaming Environments. - Giuliano Casale; Paolo Cremonesi; Giuseppe Serazzi; Stefano Zanero (FIRB-Perf, 2005)

Combining queueing networks and web usage mining techniques for web performance analysis. - Giuliano Casale (SAC, 2005)

Identifying network failures and evaluating link MTBF from utilization logs. - Paolo Cremonesi; Giuliano Casale; Stefano Visconti (Int. CMG Conference, 2006)

A New Class of Non-Iterative Bounds for Closed Queueing Networks. - Giuliano Casale; Richard R. Muntz; Giuseppe Serazzi (MASCOTS, 2006)

Java Modelling Tools: an Open Source Suite for Queueing Network Modelling andWorkload Analysis. - Marco Bertoli; Giuliano Casale; Giuseppe Serazzi (QEST, 2006)

On Single-Class Load-Dependent Normalizing Constant Equations. - Giuliano Casale (QEST, 2006)

An efficient algorithm for the exact analysis of multiclass queueing networks with large population sizes. - Giuliano Casale (SIGMETRICS/Performance, 2006)

The throughput analysis of product-form queueing networks. - Giuliano Casale (2006)

The JMT Simulator for Performance Evaluation of Non-Product-Form Queueing Networks. - Marco Bertoli; Giuliano Casale; Giuseppe Serazzi (Annual Simulation Symposium, 2007)

How to Select Significant Workloads in Performance Models. - Paolo Cremonesi; Giuliano Casale (Int. CMG Conference, 2007)

Interarrival Times Characterization and Fitting for Markovian Traffic Analysis. - Giuliano Casale; Eddy Z. Zhang; Evgenia Smirni (Numerical Methods for Structured Markov Chains, 2007)

New Results on the Performance Effects of Autocorrelated Flows in Systems. - Evgenia Smirni; Qi Zhang 012; Ningfang Mi; Alma Riska; Giuliano Casale (IPDPS, 2007)

Approximate Solution of Multiclass Queuing Networks with Region Constraints. - Jonatha Anselmi; Giuliano Casale; Paolo Cremonesi (MASCOTS, 2007)

Characterization of moments and autocorrelation in MAPs. - Giuliano Casale; Eddy Z. Zhang; Evgenia Smirni (SIGMETRICS Perform. Evaluation Rev., 2007)

Scheduling for performance and availability in systems with temporal dependent workloads. - Ningfang Mi; Giuliano Casale; Evgenia Smirni (DSN, 2008)

Versatile models of systems using map queueing networks. - Giuliano Casale; Ningfang Mi; Evgenia Smirni (IPDPS, 2008)

Burstiness in Multi-tier Applications: Symptoms, Causes, and New Models. - Ningfang Mi; Giuliano Casale; Ludmila Cherkasova; Evgenia Smirni (Middleware, 2008)

Robust Workload Estimation in Queueing Network Performance Models. - Giuliano Casale; Paolo Cremonesi; Roberto Turrin (PDP, 2008)

KPC-Toolbox: Simple Yet Effective Trace Fitting Using Markovian Arrival Processes. - Giuliano Casale; Eddy Z. Zhang; Evgenia Smirni (QEST, 2008)

Bound analysis of closed queueing networks with workload burstiness. - Giuliano Casale; Ningfang Mi; Evgenia Smirni (SIGMETRICS, 2008)

An application of exact linear algebra to capacity planning models. - Giuliano Casale (ACM Commun. Comput. Algebra, 2008)

A two-phase relaxation-based heuristic for the maximum feasible subsystem problem. - Edoardo Amaldi; Maurizio Bruglieri; Giuliano Casale (Comput. Oper. Res., 2008)

GIVS: integrity validation for grid security. - Stefano Zanero; Giuliano Casale (Int. J. Crit. Infrastructures, 2008)

A note on stable flow-equivalent aggregation in closed networks. - Giuliano Casale (Queueing Syst. Theory Appl., 2008)

CoMoM: class-oriented evaluation of multiclass models. - Giuliano Casale (SIGMETRICS Perform. Evaluation Rev., 2008)

How to parameterize models with bursty workloads. - Giuliano Casale; Ningfang Mi; Ludmila Cherkasova; Evgenia Smirni (SIGMETRICS Perform. Evaluation Rev., 2008)

KPC-Toolbox: best recipes toward automatization of workload fitting. - Eddy Z. Zhang; Giuliano Casale; Evgenia Smirni (SIGMETRICS Perform. Evaluation Rev., 2008)

Geometric Bounds: A Noniterative Analysis Technique for Closed Queueing Networks. - Giuliano Casale; Richard R. Muntz; Giuseppe Serazzi (IEEE Trans. Computers, 2008)

MAP-AMVA: Approximate mean value analysis of bursty systems. - Giuliano Casale; Evgenia Smirni (DSN, 2009)

Injecting realistic burstiness to a traditional client-server benchmark. - Ningfang Mi; Giuliano Casale; Ludmila Cherkasova; Evgenia Smirni (ICAC, 2009)

Autocorrelation-driven load control in distributed systems. - Ningfang Mi; Giuliano Casale; Qi Zhang 012; Alma Riska; Evgenia Smirni (MASCOTS, 2009)

Automatic Stress Testing of Multi-tier Systems by Dynamic Bottleneck Switch Generation. - Giuliano Casale; Amir S. Kalbasi; Diwakar Krishnamurthy; Jerry Rolia (Middleware, 2009)

The Multi-branched Method of Moments for Queueing Networks. - Giuliano Casale (QEST, 2009)

User-friendly approach to capacity planning studies with Java modelling tools. - Marco Bertoli; Giuliano Casale; Giuseppe Serazzi (SimuTools, 2009)

Estimating service resource consumption from response time measurements. - Stephan Kraft; Sergio Pacheco-Sanchez; Giuliano Casale; Stephen Dawson (VALUETOOLS, 2009)

Predictive modelling of SAP ERP applications: challenges and solutions. - Jerry Rolia; Giuliano Casale; Diwakar Krishnamurthy; Stephen Dawson; Stephan Kraft (VALUETOOLS, 2009)

JMT: performance engineering tools for system modeling. - Marco Bertoli; Giuliano Casale; Giuseppe Serazzi (SIGMETRICS Perform. Evaluation Rev., 2009)

Automatically generating bursty benchmarks for multitier systems. - Giuliano Casale; Amir S. Kalbasi; Diwakar Krishnamurthy; Jerry Rolia (SIGMETRICS Perform. Evaluation Rev., 2009)

Special issue on tools for computer performance modeling and reliability analysis. - Giuliano Casale; Richard R. Muntz; Giuseppe Serazzi (SIGMETRICS Perform. Evaluation Rev., 2009)

Feasibility regions: exploiting tradeoffs between power and performance in disk drives. - Alma Riska; Ningfang Mi; Evgenia Smirni; Giuliano Casale (SIGMETRICS Perform. Evaluation Rev., 2009)

CoMoM: Efficient Class-Oriented Evaluation of Multiclass Performance Models. - Giuliano Casale (IEEE Trans. Software Eng., 2009)

Tools for Performance Evaluation of Computer Systems: Historical Evolution and Perspectives. - Giuliano Casale; Marco Gribaudo; Giuseppe Serazzi (PERFORM, 2010)

CWS: a model-driven scheduling policy for correlated workloads. - Giuliano Casale; Ningfang Mi; Evgenia Smirni (SIGMETRICS, 2010)

SLA-driven planning and optimization of enterprise applications. - Hui Li; Giuliano Casale; Tariq N. Ellahi (WOSP/SIPEW, 2010)

BAP: a benchmark-driven algebraic method for the performance engineering of customized services. - Jerry Rolia; Diwakar Krishnamurthy; Giuliano Casale; Stephen Dawson (WOSP/SIPEW, 2010)

Sizing multi-tier systems with temporal dependence: benchmarks and analytic models. - Ningfang Mi; Giuliano Casale; Ludmila Cherkasova; Evgenia Smirni (J. Internet Serv. Appl., 2010)

Approximating passage time distributions in queueing models by Bayesian expansion. - Giuliano Casale (Perform. Evaluation, 2010)

Trace data characterization and fitting for Markov modeling. - Giuliano Casale; Eddy Z. Zhang; Evgenia Smirni (Perform. Evaluation, 2010)

KPC-Toolbox: Best recipes for automatic trace fitting using Markovian Arrival Processes. - Giuliano Casale; Eddy Z. Zhang; Evgenia Smirni (Perform. Evaluation, 2010)

Model-Driven System Capacity Planning under Workload Burstiness. - Giuliano Casale; Ningfang Mi; Evgenia Smirni (IEEE Trans. Computers, 2010)

Markovian Workload Characterization for QoS Prediction in the Cloud. - Sergio Pacheco-Sanchez; Giuliano Casale; Bryan W. Scotney; Sally I. McClean; Gerard P. Parr; Stephen Dawson (IEEE CLOUD, 2011)

Approximate analysis of blocking queueing networks with temporal dependence. - Vittoria De Nitto Persone; Giuliano Casale; Evgenia Smirni (DSN, 2011)

Introduction. - Shirley Moore; Derrick Kondo; Brian J. N. Wylie; Giuliano Casale (Euro-Par (1), 2011)

A Model of Storage I/O Performance Interference in Virtualized Systems. - Giuliano Casale; Stephan Kraft; Diwakar Krishnamurthy (ICDCS Workshops, 2011)

AutoCAT: Automated Product-Form Solution of Stochastic Models. - Giuliano Casale; Peter G. Harrison (MAM, 2011)

Fluid Analysis of Queueing in Two-Stage Random Environments. - Giuliano Casale; Mirco Tribastone (QEST, 2011)

Building accurate workload models using Markovian arrival processes. - Giuliano Casale (SIGMETRICS, 2011)

Efficient parallelization of the Method of Moments for queueing networks using multi-modular algebra. - Michail Makaronidis; Giuliano Casale (VALUETOOLS, 2011)

Quantitative system evaluation with Java modeling tools. - Giuliano Casale; Giuseppe Serazzi (ICPE, 2011)

IO performance prediction in consolidated virtualized environments. - Stephan Kraft; Giuliano Casale; Diwakar Krishnamurthy; Des Greer; Peter Kilpatrick (ICPE, 2011)

A generalized method of moments for closed queueing networks. - Giuliano Casale (Perform. Evaluation, 2011)

Exact analysis of performance models by the Method of Moments. - Giuliano Casale (Perform. Evaluation, 2011)

IO performance prediction in consolidated virtualized environments (abstracts only). - Stephan Kraft; Giuliano Casale; Diwakar Krishnamurthy; Des Greer; Peter Kilpatrick (SIGMETRICS Perform. Evaluation Rev., 2011)

WIQ: Work-Intensive Query Scheduling for In-Memory Database Systems. - Stephan Kraft; Giuliano Casale; Alin Jula; Peter Kilpatrick; Des Greer (IEEE CLOUD, 2012)

MODAClouds: a model-driven approach for the design and execution of applications on multiple clouds. - Danilo Ardagna; Elisabetta Di Nitto; Giuliano Casale; Dana Petcu; Parastoo Mohagheghi; Sébastien Mosser 001; Peter Matthews; Anke Gericke; Cyril Ballagny; Francesco D'Andria; Cosmin-Septimiu Nechifor; Craig Sheridan (MiSE, 2012)

OFBench: An Enterprise Application Benchmark for Cloud Resource Management Studies. - Jean Moschetta; Giuliano Casale (SYNASC, 2012)

A class of tractable models for run-time performance evaluation. - Giuliano Casale; Peter G. Harrison (ICPE, 2012)

Product-form approximation of queueing networks with phase-type service. - Giuliano Casale; Peter G. Harrison; Maria Grazia Vigliotti (SIGMETRICS Perform. Evaluation Rev., 2012)

KPC-toolbox: fitting Markovian arrival processes and phase-type distributions with MATLAB. - Giuliano Casale; Evgenia Smirni (SIGMETRICS Perform. Evaluation Rev., 2012)

ASIdE: Using Autocorrelation-Based Size Estimation for Scheduling Bursty Workloads. - Ningfang Mi; Giuliano Casale; Evgenia Smirni (IEEE Trans. Netw. Serv. Manag., 2012)

BURN: Enabling Workload Burstiness in Customized Service Benchmarks. - Giuliano Casale; Amir S. Kalbasi; Diwakar Krishnamurthy; Jerry Rolia (IEEE Trans. Software Eng., 2012)

Dealing with Burstiness in Multi-Tier Applications: Models and Their Parameterization. - Giuliano Casale; Ningfang Mi; Ludmila Cherkasova; Evgenia Smirni (IEEE Trans. Software Eng., 2012)

A Feasibility Study of Host-Level Contention Detection by Guest Virtual Machines. - Giuliano Casale; Carmelo Ragusa; Panos Parpas (CloudCom (2), 2013)

Fitting second-order acyclic Marked Markovian Arrival Processes. - Andrea Sansottera; Giuliano Casale; Paolo Cremonesi (DSN, 2013)

RPO: Runtime web server optimization under simultaneous multithreading. - Samira Musabbir; Diwakar Krishnamurthy; Giuliano Casale (IM, 2013)

An Offline Demand Estimation Method for Multi-threaded Applications. - Juan F. Pérez; Sergio Pacheco-Sanchez; Giuliano Casale (MASCOTS, 2013)

Bayesian Service Demand Estimation Using Gibbs Sampling. - Weikun Wang; Giuliano Casale (MASCOTS, 2013)

Supporting the Development and Operation of Multi-cloud Applications: The MODAClouds Approach. - Elisabetta Di Nitto; Marcos Aurélio Almeida da Silva; Danilo Ardagna; Giuliano Casale; Ciprian Dorin Craciun; Nicolas Ferry 001; Victor Muntés; Arnor Solberg (SYNASC, 2013)

Assessing SLA Compliance from Palladio Component Models. - Juan F. Pérez; Giuliano Casale (SYNASC, 2013)

Towards a monitoring feedback loop for cloud applications. - Piotr Bar; Rudy Benfredj; Jonathon Marks; Deyan Ulevinov; Bartosz D. Wozniak; Giuliano Casale; William J. Knottenbelt (MultiCloud@ICPE, 2013)

Heavy-traffic revenue maximization in parallel multiclass queues. - Jonatha Anselmi; Giuliano Casale (Perform. Evaluation, 2013)

Modelling exogenous variability in cloud deployments. - Giuliano Casale; Mirco Tribastone (SIGMETRICS Perform. Evaluation Rev., 2013)

Performance models of storage contention in cloud environments. - Stephan Kraft; Giuliano Casale; Diwakar Krishnamurthy; Des Greer; Peter Kilpatrick (Softw. Syst. Model., 2013)

Towards Multi-Clouds engineering. - Dana Petcu; Elisabetta Di Nitto; Danilo Ardagna; Amor Solberg; Giuliano Casale (INFOCOM Workshops, 2014)

Memory-aware sizing for in-memory databases. - Karsten Molka; Giuliano Casale; Thomas Molka; Laura Moore (NOMS, 2014)

Evaluating Weighted Round Robin Load Balancing for Cloud Web Services. - Weikun Wang; Giuliano Casale (SYNASC, 2014)

LibReDE: a library for resource demand estimation. - Simon Spinner; Giuliano Casale; Xiaoyun Zhu; Samuel Kounev (ICPE, 2014)

Quality-of-service in cloud computing: modeling techniques and their applications. - Danilo Ardagna; Giuliano Casale; Michele Ciavotta; Juan F. Pérez; Weikun Wang (J. Internet Serv. Appl., 2014)

Special Issue on "Quantitative Evaluation of SysTems" (QEST 2012). - Giuliano Casale; Ludmila Cherkasova; Holger Hermanns (Perform. Evaluation, 2014)

Blending randomness in closed queueing network models. - Giuliano Casale; Mirco Tribastone; Peter G. Harrison (Perform. Evaluation, 2014)

Less Can Be More: Micro-managing VMs in Amazon EC2. - Jiawei Wen; Lei Lu; Giuliano Casale; Evgenia Smirni (CLOUD, 2015)

Experiments or simulation? A characterization of evaluation methods for in-memory databases. - Karsten Molka; Giuliano Casale (CNSM, 2015)

Autonomic Provisioning and Application Mapping on Spot Cloud Resources. - Daniel J. Dubois; Giuliano Casale (ICCAC, 2015)

DICE: Quality-Driven Development of Data-Intensive Cloud Applications. - Giuliano Casale; Danilo Ardagna; Matej Artac; Franck Barbier; Elisabetta Di Nitto; Alexis Henry; Gabriel Iuhasz; Christophe Joubert; José Merseguer; Victor Ion Munteanu; Juan Fernando Pérez; Dana Petcu; et al. (MiSE@ICSE, 2015)

Filling the gap: a tool to automate parameter estimation for software performance models. - Weikun Wang; Juan F. Pérez; Giuliano Casale (QUDOS@SIGSOFT FSE, 2015)

Towards a DevOps Approach for Software Quality Engineering. - Juan F. Pérez; Weikun Wang; Giuliano Casale (WOSP-C@ICPE, 2015)

QD-AMVA: Evaluating systems with queue-dependent service requirements. - Giuliano Casale; Juan F. Pérez; Weikun Wang (Perform. Evaluation, 2015)

Evaluating approaches to resource demand estimation. - Simon Spinner; Giuliano Casale; Fabian Brosig; Samuel Kounev (Perform. Evaluation, 2015)

Maximum Likelihood Estimation of Closed Queueing Network Demands from Queue Length Data. - Weikun Wang; Giuliano Casale (SIGMETRICS Perform. Evaluation Rev., 2015)

Estimating Computational Requirements in Multi-Threaded Applications. - Juan F. Pérez; Giuliano Casale; Sergio Pacheco-Sanchez (IEEE Trans. Software Eng., 2015)

Model-Driven Application Refactoring to Minimize Deployment Costs in Preemptible Cloud Resources. - Daniel J. Dubois; Catia Trubiani; Giuliano Casale (CLOUD, 2016)

Current and Future Challenges of Software Engineering for Services and Applications. - Giuliano Casale; Cristina Chesta; Peter Deussen; Elisabetta Di Nitto; Panagiotis Gouvas; Sotiris Koussouris; Vlado Stankovski; Andreas L. Symeonidis; Vlassis Vlassiou; Anastasios Zafeiropoulos; Zhiming Zhao (Cloud Forward, 2016)

An Uncertainty-Aware Approach to Optimal Configuration of Stream Processing Systems. - Pooyan Jamshidi; Giuliano Casale (MASCOTS, 2016)

Efficient Memory Occupancy Models for In-memory Databases. - Karsten Molka; Giuliano Casale (MASCOTS, 2016)

Quantifying the Impact of Replication on the Quality-of-Service in Cloud Databases. - Rasha Osman; Juan F. Pérez; Giuliano Casale (QRS, 2016)

A Queueing Network Model for Performance Prediction of Apache Cassandra. - Salvatore Dipietro; Giuliano Casale; Giuseppe Serazzi (VALUETOOLS, 2016)

Performance Prediction for Burstable Cloud Resources. - Daniel J. Dubois; Giuliano Casale (VALUETOOLS, 2016)

Performance Engineering for In-Memory Databases: Models, Experiments and Optimization. - Giuliano Casale (ICPE Companion, 2016)

Automated Parameterization of Performance Models from Measurements. - Giuliano Casale; Simon Spinner; Weikun Wang (ICPE, 2016)

Maximum Likelihood Estimation of Closed Queueing Network Demands from Queue Length Data. - Weikun Wang; Giuliano Casale; Ajay Kattepur; Manoj Nambiar 001 (ICPE, 2016)

OptiSpot: minimizing application deployment cost using spot cloud resources. - Daniel J. Dubois; Giuliano Casale (Clust. Comput., 2016)

Compact Markov-modulated models for multiclass trace fitting. - Giuliano Casale; Andrea Sansottera; Paolo Cremonesi (Eur. J. Oper. Res., 2016)

Guest Editors' Introduction: Special Issue on Big Data Analytics for Management. - Giuliano Casale; Yixin Diao; Hanan Lutfiyya; Philippe Owezarski; Danny Raz (IEEE Trans. Netw. Serv. Manag., 2016)

QRF: An Optimization-Based Framework for Evaluating Complex Stochastic Networks. - Giuliano Casale; Vittoria De Nitto Persone; Evgenia Smirni (ACM Trans. Model. Comput. Simul., 2016)

A Bayesian Approach to Parameter Inference in Queueing Networks. - Weikun Wang; Giuliano Casale; Charles Sutton (ACM Trans. Model. Comput. Simul., 2016)

Contention-Aware Workload Placement for In-Memory Databases in Cloud Environments. - Karsten Molka; Giuliano Casale (ACM Trans. Model. Perform. Evaluation Comput. Syst., 2016)

How to Supercharge the Amazon T2: Observations and Suggestions. - Feng Yan 001; Lihua Ren; Daniel J. Dubois; Giuliano Casale; Jiawei Wen; Evgenia Smirni (CLOUD, 2017)

Enhancing Big Data Application Design with the DICE Framework. - Giuliano Casale; Chen Li 009 (ESOCC Workshops, 2017)

Energy-efficient resource allocation and provisioning for in-memory database clusters. - Karsten Molka; Giuliano Casale (IM, 2017)

Tulsa: A Tool for Transforming UML to Layered Queueing Networks for Performance Analysis of Data Intensive Applications. - Chen Li 009; Taghreed Altamimi; Mana Hassanzadeh Zargari; Giuliano Casale; Dorina C. Petriu (QEST, 2017)

Generalized Synchronizations and Capacity Constraints for Java Modelling Tools. - Giuliano Casale; Mattia Cazzoli; Shuai Jiang; Vitor S. Lopes; Giuseppe Serazzi; Lulai Zhu (ICPE, 2017)

Modelling and Simulation Challenges in Internet of Things. - Gabor Kecskemeti; Giuliano Casale; Devki Nandan Jha; Justin Lyon; Rajiv Ranjan 001 (IEEE Cloud Comput., 2017)

A note on integrating products of linear forms over the unit simplex. - Giuliano Casale (CoRR, 2017)

Accelerating Performance Inference over Closed Systems by Asymptotic Methods. - Giuliano Casale (Proc. ACM Meas. Anal. Comput. Syst., 2017)

Performance Evaluation with Java Modelling Tools: : A Hands-on Introduction. - Giuliano Casale; Giuseppe Serazzi; Lulai Zhu (SIGMETRICS Perform. Evaluation Rev., 2017)

Line: Evaluating Software Applications in Unreliable Environments. - Juan F. Pérez; Giuliano Casale (IEEE Trans. Reliab., 2017)

Anomaly Detection for Big Data Technologies. - Ahmad Alnafessah; Giuliano Casale (ICCSW, 2018)

Analyzing Replacement Policies in List-Based Caches with Non-Uniform Access Costs. - Giuliano Casale (INFOCOM, 2018)

PAX: Partition-aware autoscaling for the Cassandra NoSQL database. - Salvatore Dipietro; Rajkumar Buyya; Giuliano Casale (NOMS, 2018)

A Neural-Network Driven Methodology for Anomaly Detection in Apache Spark. - Ahmad Alnafessah; Giuliano Casale (QUATIC, 2018)

Approximate Bayesian inference with queueing networks and coupled jump processes. - Iker Perez; Giuliano Casale (CoRR, 2018)

Guest Editorial: Special Section on Advances in Big Data Analytics for Management. - Giuliano Casale; Yixin Diao; Marco Mellia; Rajiv Ranjan 001; Nur Zincir-Heywood (IEEE Trans. Netw. Serv. Manag., 2018)

QMLE: A Methodology for Statistical Inference of Service Demands from Queueing Data. - Weikun Wang; Giuliano Casale; Ajay Kattepur; Manoj Nambiar 001 (ACM Trans. Model. Perform. Evaluation Comput. Syst., 2018)

SD: A Divergence-Based Estimation Method for Service Demands in Cloud Systems. - Salvatore Dipietro; Giuliano Casale (FiCloud, 2019)

ATOM: Model-Driven Autoscaling for Microservices. - Alim Ul Gias; Giuliano Casale; C. Murray Woodside (ICDCS, 2019)

Automated Multi-paradigm Analysis of Extended and Layered Queueing Models with LINE. - Giuliano Casale (ICPE Companion, 2019)

A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade. - Rajkumar Buyya; Satish Narayana Srirama; Giuliano Casale; Rodrigo N. Calheiros; Yogesh Simmhan; Blesson Varghese; Erol Gelenbe; Bahman Javadi; Luis Miguel Vaquero; Marco A. S. Netto; Adel Nadjaran Toosi; Maria Alejandra Rodriguez; et al. (ACM Comput. Surv., 2019)

Holistic resource management for sustainable and reliable cloud computing: An innovative solution to global challenge. - Sukhpal Singh Gill; Peter Garraghan; Vlado Stankovski; Giuliano Casale; Ruppa K. Thulasiram; Soumya K. Ghosh 001; Kotagiri Ramamohanarao; Rajkumar Buyya (J. Syst. Softw., 2019)

Novel Solutions for Closed Queueing Networks with Load-Dependent Stations. - Giuliano Casale; Peter G. Harrison; Ong Wai Hong (SIGMETRICS Perform. Evaluation Rev., 2019)

Cognitive Distance and Research Output in Computing Education: A Case-Study. - Damian A. Tamburri; Giuliano Casale (IEEE Trans. Educ., 2019)

Guest Editorial: Special Issue on Novel Techniques in Big Data Analytics for Management. - David Carrera 001; Giuliano Casale; Takeru Inoue; Hanan Lutfiyya; Jia Wang; Nur Zincir-Heywood (IEEE Trans. Netw. Serv. Manag., 2019)

A Framework for Allocating Server Time to Spot and On-Demand Services in Cloud Computing. - Xiaohu Wu; Francesco De Pellegrini; Guanyu Gao; Giuliano Casale (ACM Trans. Model. Perform. Evaluation Comput. Syst., 2019)

COCOA: Cold Start Aware Capacity Planning for Function-as-a-Service Platforms. - Alim Ul Gias; Giuliano Casale (MASCOTS, 2020)

TRACK: Optimizing Artificial Neural Networks for Anomaly Detection in Spark Streaming Systems. - Ahmad S. Alnafessah; Giuliano Casale (VALUETOOLS, 2020)

Performance Engineering for Microservices and Serverless Applications: The RADON Approach. - Alim Ul Gias; André van Hoorn; Lulai Zhu; Giuliano Casale; Thomas F. Düllmann; Michael Wurster (ICPE Companion, 2020)

Integrated Performance Evaluation of Extended Queueing Network Models with Line. - Giuliano Casale (WSC, 2020)

TRACK-Plus: Optimizing Artificial Neural Networks for Hybrid Anomaly Detection in Data Streaming Systems. - Ahmad Alnafessah; Giuliano Casale (IEEE Access, 2020)

Artificial neural networks based techniques for anomaly detection in Apache Spark. - Ahmad Alnafessah; Giuliano Casale (Clust. Comput., 2020)

Correction to: Artificial neural networks based techniques for anomaly detection in Apache Spark. - Ahmad Alnafessah; Giuliano Casale (Clust. Comput., 2020)

RADON: rational decomposition and orchestration for serverless computing. - Giuliano Casale; Matej Artac; Willem-Jan van den Heuvel; André van Hoorn; Pelle Jakovits; Frank Leymann; M. Long; V. Papanikolaou; Domenico Presenza; Alessandra Russo; Satish Narayana Srirama; Damian A. Tamburri; et al. (SICS Softw.-Intensive Cyber Phys. Syst., 2020)

iThermoFog: IoT-Fog based automatic thermal profile creation for cloud data centers using artificial intelligence techniques. - Shreshth Tuli; Sukhpal Singh Gill; Giuliano Casale; Nicholas R. Jennings (Internet Technol. Lett., 2020)

Guest editor's forewords: Special issue on Valuetools 2017. - Andrea Marin; Giuliano Casale; Dorina C. Petriu; Sabina Rossi (Perform. Evaluation, 2020)

Fluid approximation of closed queueing networks with discriminatory processor sharing. - Lulai Zhu; Giuliano Casale; Iker Perez (Perform. Evaluation, 2020)

Guest Editorial: Special Section on Data Analytics and Machine Learning for Network and Service Management-Part I. - Nur Zincir-Heywood; Giuliano Casale; David Carrera 001; Lydia Y. Chen; Amogh Dhamdhere; Takeru Inoue; Hanan Lutfiyya; Taghrid Samak (IEEE Trans. Netw. Serv. Manag., 2020)

RDOF: Deployment Optimization for Function as a Service. - Lulai Zhu; Giorgos Giotis; Vasilis Tountopoulos; Giuliano Casale (CLOUD, 2021)

MEAD: Model-Based Vertical Auto-Scaling for Data Stream Processing. - Gabriele Russo Russo; Valeria Cardellini; Giuliano Casale; Francesco Lo Presti (CCGRID, 2021)

Deep Learning Models for Automated Identification of Scheduling Policies. - Yichong Chen; Giuliano Casale (MASCOTS, 2021)

A Mixture Density Network Approach to Predicting Response Times in Layered Systems. - Zifeng Niu; Giuliano Casale (MASCOTS, 2021)

Service Demand Distribution Estimation for Microservices Using Markovian Arrival Processes. - Runan Wang; Giuliano Casale; Antonio Filieri (QEST, 2021)

Quality-Aware DevOps Research: Where Do We Stand? - Ahmad Alnafessah; Alim Ul Gias; Runan Wang; Lulai Zhu; Giuliano Casale; Antonio Filieri (IEEE Access, 2021)

Generative Optimization Networks for Memory Efficient Data Generation. - Shreshth Tuli; Shikhar Tuli; Giuliano Casale; Nicholas R. Jennings (CoRR, 2021)

Facilitating load-dependent queueing analysis through factorization. - Giuliano Casale; Peter G. Harrison; Wai Hong Ong (Perform. Evaluation, 2021)

Guest Editorial: Special Section on Embracing Artificial Intelligence for Network and Service Management. - Hanan Lutfiyya; Robert Birke; Giuliano Casale; Amogh Dhamdhere; Jinho Hwang; Takeru Inoue; Neeraj Kumar 001; Deepak Puthal; Nur Zincir-Heywood (IEEE Trans. Netw. Serv. Manag., 2021)

Guest Editorial: Special Issue on Data Analytics and Machine Learning for Network and Service Management - Part II. - Nur Zincir-Heywood; Giuliano Casale; David Carrera 001; Lydia Y. Chen; Amogh Dhamdhere; Takeru Inoue; Hanan Lutfiyya; Taghrid Samak (IEEE Trans. Netw. Serv. Manag., 2021)

Performance Analysis Methods for List-Based Caches With Non-Uniform Access. - Giuliano Casale; Nicolas Gast (IEEE/ACM Trans. Netw., 2021)

Facilitating load-dependent queueing analysis through factorization. - Giuliano Casale; Peter G. Harrison; Wai Hong Ong (Zenodo, 2021)

MetaNet: Automated Dynamic Selection of Scheduling Policies in Cloud Environments. - Shreshth Tuli; Giuliano Casale; Nicholas R. Jennings (CLOUD, 2022)

CAROL: Confidence-Aware Resilience Model for Edge Federations. - Shreshth Tuli; Giuliano Casale; Nicholas R. Jennings (DSN, 2022)

Enhancing Performance Modeling of Serverless Functions via Static Analysis. - Runan Wang; Giuliano Casale; Antonio Filieri (ICSOC, 2022)

PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing. - Shreshth Tuli; Giuliano Casale; Nicholas R. Jennings (INFOCOM, 2022)

JCSP: Joint Caching and Service Placement for Edge Computing Systems. - Yicheng Gao; Giuliano Casale (IWQoS, 2022)

LN: A Meta-solver for Layered Queueing Network Analysis. - Giuliano Casale; Yicheng Gao; Zifeng Niu; Lulai Zhu (QEST, 2022)

Optimizing the Performance of Fog Computing Environments Using AI and Co-Simulation. - Shreshth Tuli; Giuliano Casale (ICPE (Companion), 2022)

HUNTER: AI based holistic resource management for sustainable cloud computing. - Shreshth Tuli; Sukhpal Singh Gill; Minxian Xu; Peter Garraghan; Rami Bahsoon; Schahram Dustdar; Rizos Sakellariou; Omer F. Rana; Rajkumar Buyya; Giuliano Casale; Nicholas R. Jennings (J. Syst. Softw., 2022)

TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data. - Shreshth Tuli; Giuliano Casale; Nicholas R. Jennings (Proc. VLDB Endow., 2022)

Facilitating Load-Dependent Queueing Analysis Through Factorization (Extended Abstract). - Giuliano Casale; Peter G. Harrison; Wai Hong Ong (SIGMETRICS Perform. Evaluation Rev., 2022)

TauSSA: Simulating Markovian Queueing Networks with Tau Leaping. - Matthew Sheldon; Giuliano Casale (SIGMETRICS Perform. Evaluation Rev., 2022)

MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems. - Shreshth Tuli; Giuliano Casale; Nicholas R. Jennings (IEEE Trans. Parallel Distributed Syst., 2022)

GOSH: Task Scheduling Using Deep Surrogate Models in Fog Computing Environments. - Shreshth Tuli; Giuliano Casale; Nicholas R. Jennings (IEEE Trans. Parallel Distributed Syst., 2022)

COSCO: Container Orchestration Using Co-Simulation and Gradient Based Optimization for Fog Computing Environments. - Shreshth Tuli; Shivananda R. Poojara; Satish Narayana Srirama; Giuliano Casale; Nicholas R. Jennings (IEEE Trans. Parallel Distributed Syst., 2022)

Guest Editorial: Special Issue on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services - Part I. - Nur Zincir-Heywood; Robert Birke; Elias Bou-Harb; Giuliano Casale; Khalil El-Khatib; Takeru Inoue; Neeraj Kumar 001; Hanan Lutfiyya; Deepak Puthal; Abdallah Shami; Natalia Stakhanova; Farhana H. Zulkernine (IEEE Trans. Netw. Serv. Manag., 2022)

Coupling QoS Co-Simulation with Online Adaptive Arrival Forecasting. - Yichong Chen; Manuel Roveri; Shreshth Tuli; Giuliano Casale (CNSM, 2023)

DeepFT: Fault-Tolerant Edge Computing using a Self-Supervised Deep Surrogate Model. - Shreshth Tuli; Giuliano Casale; Ludmila Cherkasova; Nicholas R. Jennings (INFOCOM, 2023)

SampleHST: Efficient On-the-Fly Selection of Distributed Traces. - Alim Ul Gias; Yicheng Gao; Matthew Sheldon; José A. Perusquía; Owen O'Brien; Giuliano Casale (NOMS, 2023)

Clinical Pathway Clustering Using Surrogate Likelihoods and Replayability Validation. - William Plumb; Alex Bottle; Giuliano Casale; Alex Liddle (WSC, 2023)

Redundancy Planning for Cost Efficient Resilience to Cyber Attacks. - Jukka Soikkeli; Giuliano Casale; Luis Muñoz-González; Emil C. Lupu (IEEE Trans. Dependable Secur. Comput., 2023)

Estimating Multiclass Service Demand Distributions Using Markovian Arrival Processes. - Runan Wang; Giuliano Casale; Antonio Filieri (ACM Trans. Model. Comput. Simul., 2023)

START: Straggler Prediction and Mitigation for Cloud Computing Environments Using Encoder LSTM Networks. - Shreshth Tuli; Sukhpal Singh Gill; Peter Garraghan; Rajkumar Buyya; Giuliano Casale; Nicholas R. Jennings (IEEE Trans. Serv. Comput., 2023)

DRAGON: Decentralized Fault Tolerance in Edge Federations. - Shreshth Tuli; Giuliano Casale; Nicholas R. Jennings (IEEE Trans. Netw. Serv. Manag., 2023)

Learning to Dynamically Select Cost Optimal Schedulers in Cloud Computing Environments. - Shreshth Tuli; Giuliano Casale; Nicholas R. Jennings (SIGMETRICS Perform. Evaluation Rev., 2023)

Guest Editorial: Special Section on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services - Part II. - Nur Zincir-Heywood; Robert Birke; Elias Bou-Harb; Giuliano Casale; Khalil El-Khatib; Takeru Inoue; Neeraj Kumar 001; Hanan Lutfiyya; Deepak Puthal; Abdallah Shami; Natalia Stakhanova; Farhana H. Zulkernine (IEEE Trans. Netw. Serv. Manag., 2023)

AI augmented Edge and Fog computing: Trends and challenges. - Shreshth Tuli; Fatemeh Mirhakimi; Samodha Pallewatta; Syed Zawad; Giuliano Casale; Bahman Javadi; Feng Yan 001; Rajkumar Buyya; Nicholas R. Jennings (J. Netw. Comput. Appl., 2023)

Fitting with matrix exponential mixtures generated by discrete probabilistic scaling. - Julianna Bor; Giuliano Casale; William J. Knottenbelt; Evgenia Smirni; Andreas Stathopoulos (SIGMETRICS Perform. Evaluation Rev., 2023)

Performance evaluation teaching in the age of cloud computing. - Giuliano Casale (SIGMETRICS Perform. Evaluation Rev., 2023)

SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments. - Shreshth Tuli; Giuliano Casale; Nicholas R. Jennings (IEEE Trans. Mob. Comput., 2023)

Delay and Price Differentiation in Cloud Computing: A Service Model, Supporting Architectures, and Performance. - Xiaohu Wu; Francesco De Pellegrini; Giuliano Casale (ACM Trans. Model. Perform. Evaluation Comput. Syst., 2023)

SciNet: Codesign of Resource Management in Cloud Computing Environments. - Shreshth Tuli; Giuliano Casale; Nicholas R. Jennings (IEEE Trans. Computers, 2023)

CILP: Co-Simulation-Based Imitation Learner for Dynamic Resource Provisioning in Cloud Computing Environments. - Shreshth Tuli; Giuliano Casale; Nicholas R. Jennings (IEEE Trans. Netw. Serv. Manag., 2023)

Cournot Queueing Games with Applications to Mobility Systems. - Matthew Sheldon; Dario Paccagnan; Giuliano Casale (AAMAS, 2024)

ChainNet: A Customized Graph Neural Network Model for Loss-Aware Edge AI Service Deployment. - Zifeng Niu; Manuel Roveri; Giuliano Casale (DSN, 2024)

Approximating Closed Queueing Networks in Semi-Markov Random Environments. - Yaqi Zhou; Matthew Sheldon; Giuliano Casale (MASCOTS, 2024)

Optimizing Edge AI: Performance Engineering in Resource-Constrained Environments. - Giuliano Casale (ICPE, 2024)

Approximating Fork-Join Systems via Mixed Model Transformations. - Rares-Andrei Dobre; Zifeng Niu; Giuliano Casale (ICPE (Companion), 2024)

Matrix Network Analyzer: A New Decomposition Algorithm for Phase-type Queueing Networks (Work In Progress Paper). - Zhuoyuan Li; Giuliano Casale (ICPE (Companion), 2024)

Bayesian Optimization for Clinical Pathway Decomposition From Aggregate Data. - William Plumb; Alex Bottle; Giuliano Casale (WSC, 2024)

RADF: Architecture decomposition for function as a service. - Lulai Zhu; Damian Andrew Tamburri; Giuliano Casale (Softw. Pract. Exp., 2024)

Scheduling Inputs in Early Exit Neural Networks. - Giuliano Casale; Manuel Roveri (IEEE Trans. Computers, 2024)

Neural Density Estimation of Response Times in Layered Software Systems. - Zifeng Niu; Giuliano Casale (IEEE Trans. Software Eng., 2024)

PreGAN+: Semi-Supervised Fault Prediction and Preemptive Migration in Dynamic Mobile Edge Environments. - Shreshth Tuli; Giuliano Casale; Nicholas R. Jennings (IEEE Trans. Mob. Comput., 2024)

A Product-form Network for Systems with Job Stealing Policies. - Diletta Olliaro; Giuliano Casale; Andrea Marin; Sabina Rossi (ACM Trans. Model. Perform. Evaluation Comput. Syst., 2024)

SampleHST-X: A Point and Collective Anomaly-Aware Trace Sampling Pipeline with Approximate Half Space Trees. - Alim Ul Gias; Yicheng Gao; Matthew Sheldon; José A. Perusquía; Owen O'Brien; Giuliano Casale (J. Netw. Syst. Manag., 2024)

LN: A Flexible Algorithmic Framework for Layered Queueing Network Analysis. - Giuliano Casale; Yicheng Gao; Zifeng Niu; Lulai Zhu (ACM Trans. Model. Comput. Simul., 2024)

Performance Modeling of Distributed Data Processing in Microservice Applications. - Yicheng Gao; Giuliano Casale; Rekha Singhal (ACM Trans. Model. Perform. Evaluation Comput. Syst., 2024)

Deep Surrogate Models of Serverless Batch Processing Services. - Yicheng Gao; Roberto Sala; Danilo Ardagna; Giuliano Casale (ESOCC, 2025)

CEED: Collaborative Early Exit Neural Network Inference at the Edge. - Yichong Chen; Zifeng Niu; Manuel Roveri; Giuliano Casale (INFOCOM, 2025)

DeepBAT: Performance and Cost Optimization of Serverless Inference Using Transformers. - Bowen Sun; Riccardo Pinciroli; Giuliano Casale; Evgenia Smirni (IPDPS, 2025)

Towards Cost-Optimal Policies for DAGs to Utilize IaaS Clouds With Online Learning. - Xiaohu Wu; Han Yu 001; Giuliano Casale; Guanyu Gao (IEEE Trans. Serv. Comput., 2025)

Competitive Analysis of Vehicle-Sharing Systems With Cournot Queueing Games. - Matthew Sheldon; Dario Paccagnan; Giuliano Casale (IEEE Trans. Intell. Transp. Syst., 2025)

SELA: Smart Edge LLM Agent to Optimize Response Trade-offs of AI Assistants. - Shreshth Tuli; Giuliano Casale; Manuel Roveri (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2025)