| 2025 | INFOCOM | CEED: Collaborative Early Exit Neural Network Inference at the Edge. | Yichong Chen, Zifeng Niu, Manuel Roveri, Giuliano Casale |
| 2025 | MASCOTS | Enhanced Training of Response Time Anomaly Detectors Using Diffusion Models. | Wenxiang Luo, Giuliano Casale |
| 2024 | DSN | ChainNet: A Customized Graph Neural Network Model for Loss-Aware Edge AI Service Deployment. | Zifeng Niu, Manuel Roveri, Giuliano Casale |
| 2024 | MASCOTS | Approximating Closed Queueing Networks in Semi-Markov Random Environments. | Yaqi Zhou, Matthew Sheldon, Giuliano Casale |
| 2024 | WSC | Bayesian Optimization for Clinical Pathway Decomposition From Aggregate Data. | William Plumb, Alex Bottle, Giuliano Casale |
| 2023 | CNSM | Coupling QoS Co-Simulation with Online Adaptive Arrival Forecasting. | Yichong Chen, Manuel Roveri, Shreshth Tuli, Giuliano Casale |
| 2023 | INFOCOM | DeepFT: Fault-Tolerant Edge Computing using a Self-Supervised Deep Surrogate Model. | Shreshth Tuli, Giuliano Casale, Ludmila Cherkasova, Nicholas R. Jennings |
| 2023 | NOMS | SampleHST: Efficient On-the-Fly Selection of Distributed Traces. | Alim Ul Gias, Yicheng Gao, Matthew Sheldon, Jos A. Perusqua, Owen O'Brien, Giuliano Casale |
| 2023 | WSC | Clinical Pathway Clustering Using Surrogate Likelihoods and Replayability Validation. | William Plumb, Alex Bottle, Giuliano Casale, Alex Liddle |
| 2022 | DSN | CAROL: Confidence-Aware Resilience Model for Edge Federations. | Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings |
| 2022 | INFOCOM | PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing. | Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings |
| 2022 | ICSOC | Enhancing Performance Modeling of Serverless Functions via Static Analysis. | Runan Wang, Giuliano Casale, Antonio Filieri |
| 2022 | IWQoS | JCSP: Joint Caching and Service Placement for Edge Computing Systems. | Yicheng Gao, Giuliano Casale |
| 2021 | CCGRID | MEAD: Model-Based Vertical Auto-Scaling for Data Stream Processing. | Gabriele Russo Russo, Valeria Cardellini, Giuliano Casale, Francesco Lo Presti |
| 2021 | MASCOTS | Deep Learning Models for Automated Identification of Scheduling Policies. | Yichong Chen, Giuliano Casale |
| 2021 | MASCOTS | A Mixture Density Network Approach to Predicting Response Times in Layered Systems. | Zifeng Niu, Giuliano Casale |
| 2020 | MASCOTS | COCOA: Cold Start Aware Capacity Planning for Function-as-a-Service Platforms. | Alim Ul Gias, Giuliano Casale |
| 2020 | WSC | Integrated Performance Evaluation of Extended Queueing Network Models with Line. | Giuliano Casale |
| 2019 | ICDCS | ATOM: Model-Driven Autoscaling for Microservices. | Alim Ul Gias, Giuliano Casale, C. Murray Woodside |
| 2018 | INFOCOM | Analyzing Replacement Policies in List-Based Caches with Non-Uniform Access Costs. | Giuliano Casale |
| 2018 | NOMS | PAX: Partition-aware autoscaling for the Cassandra NoSQL database. | Salvatore Dipietro, Rajkumar Buyya, Giuliano Casale |
| 2018 | QUATIC | A Neural-Network Driven Methodology for Anomaly Detection in Apache Spark. | Ahmad Alnafessah, Giuliano Casale |
| 2017 | IM | Energy-efficient resource allocation and provisioning for in-memory database clusters. | Karsten Molka, Giuliano Casale |
| 2017 | SIGMETRICS | Accelerating Performance Inference over Closed Systems by Asymptotic Methods. | Giuliano Casale |
| 2016 | MASCOTS | An Uncertainty-Aware Approach to Optimal Configuration of Stream Processing Systems. | Pooyan Jamshidi, Giuliano Casale |
| 2016 | MASCOTS | Efficient Memory Occupancy Models for In-memory Databases. | Karsten Molka, Giuliano Casale |
| 2016 | QRS | Quantifying the Impact of Replication on the Quality-of-Service in Cloud Databases. | Rasha Osman, Juan F. Prez, Giuliano Casale |
| 2015 | CNSM | Experiments or simulation? A characterization of evaluation methods for in-memory databases. | Karsten Molka, Giuliano Casale |
| 2015 | ICSE | 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, Jos Merseguer, Victor Ion Munteanu, Juan Fernando Prez, Dana Petcu, Matteo Rossi, Craig Sheridan, Ilias Spais, Daniel Vladuic |
| 2014 | INFOCOM | Towards Multi-Clouds engineering. | Dana Petcu, Elisabetta Di Nitto, Danilo Ardagna, Amor Solberg, Giuliano Casale |
| 2014 | NOMS | Memory-aware sizing for in-memory databases. | Karsten Molka, Giuliano Casale, Thomas Molka, Laura Moore |
| 2014 | SYNASC | Evaluating Weighted Round Robin Load Balancing for Cloud Web Services. | Weikun Wang, Giuliano Casale |
| 2013 | CloudCom | A Feasibility Study of Host-Level Contention Detection by Guest Virtual Machines. | Giuliano Casale, Carmelo Ragusa, Panos Parpas |
| 2013 | DSN | Fitting second-order acyclic Marked Markovian Arrival Processes. | Andrea Sansottera, Giuliano Casale, Paolo Cremonesi |
| 2013 | IM | RPO: Runtime web server optimization under simultaneous multithreading. | Samira Musabbir, Diwakar Krishnamurthy, Giuliano Casale |
| 2013 | MASCOTS | An Offline Demand Estimation Method for Multi-threaded Applications. | Juan F. Prez, Sergio Pacheco-Sanchez, Giuliano Casale |
| 2013 | MASCOTS | Bayesian Service Demand Estimation Using Gibbs Sampling. | Weikun Wang, Giuliano Casale |
| 2013 | SYNASC | Supporting the Development and Operation of Multi-cloud Applications: The MODAClouds Approach. | Elisabetta Di Nitto, Marcos Aurlio Almeida da Silva, Danilo Ardagna, Giuliano Casale, Ciprian Dorin Craciun, Nicolas Ferry, Victor Munts, Arnor Solberg |
| 2013 | SYNASC | Assessing SLA Compliance from Palladio Component Models. | Juan F. Prez, Giuliano Casale |
| 2012 | ICSE | 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, Sbastien Mosser, Peter Matthews, Anke Gericke, Cyril Ballagny, Francesco D'Andria, Cosmin-Septimiu Nechifor, Craig Sheridan |
| 2012 | SYNASC | OFBench: An Enterprise Application Benchmark for Cloud Resource Management Studies. | Jean Moschetta, Giuliano Casale |
| 2011 | DSN | Approximate analysis of blocking queueing networks with temporal dependence. | Vittoria De Nitto Persone, Giuliano Casale, Evgenia Smirni |
| 2011 | EuroPar | Introduction. | Shirley Moore, Derrick Kondo, Brian J. N. Wylie, Giuliano Casale |
| 2011 | SIGMETRICS | Building accurate workload models using Markovian arrival processes. | Giuliano Casale |
| 2010 | SIGMETRICS | CWS: a model-driven scheduling policy for correlated workloads. | Giuliano Casale, Ningfang Mi, Evgenia Smirni |
| 2009 | DSN | MAP-AMVA: Approximate mean value analysis of bursty systems. | Giuliano Casale, Evgenia Smirni |
| 2009 | MASCOTS | Autocorrelation-driven load control in distributed systems. | Ningfang Mi, Giuliano Casale, Qi Zhang, Alma Riska, Evgenia Smirni |
| 2009 | Middleware | Automatic Stress Testing of Multi-tier Systems by Dynamic Bottleneck Switch Generation. | Giuliano Casale, Amir S. Kalbasi, Diwakar Krishnamurthy, Jerry Rolia |
| 2008 | DSN | Scheduling for performance and availability in systems with temporal dependent workloads. | Ningfang Mi, Giuliano Casale, Evgenia Smirni |
| 2008 | Middleware | Burstiness in Multi-tier Applications: Symptoms, Causes, and New Models. | Ningfang Mi, Giuliano Casale, Ludmila Cherkasova, Evgenia Smirni |
| 2008 | PDP | Robust Workload Estimation in Queueing Network Performance Models. | Giuliano Casale, Paolo Cremonesi, Roberto Turrin |
| 2008 | SIGMETRICS | Bound analysis of closed queueing networks with workload burstiness. | Giuliano Casale, Ningfang Mi, Evgenia Smirni |
| 2007 | MASCOTS | Approximate Solution of Multiclass Queuing Networks with Region Constraints. | Jonatha Anselmi, Giuliano Casale, Paolo Cremonesi |
| 2006 | MASCOTS | A New Class of Non-Iterative Bounds for Closed Queueing Networks. | Giuliano Casale, Richard R. Muntz, Giuseppe Serazzi |
| 2006 | SIGMETRICS | An efficient algorithm for the exact analysis of multiclass queueing networks with large population sizes. | Giuliano Casale |
| 2005 | ICCS | GIVS: Integrity Validation for Grid Security. | Giuliano Casale, Stefano Zanero |
| 2005 | SAC | Combining queueing networks and web usage mining techniques for web performance analysis. | Giuliano Casale |
| 2004 | MASCOTS | Bottlenecks Identification in Multiclass Queueing Networks Using Convex Polytopes. | Giuliano Casale, Giuseppe Serazzi |
| 2004 | PDP | Optimal Number of Nodes for Computation in Grid Environments. | Lorenzo Muttoni, Giuliano Casale, Federico Granata, Stefano Zanero |