Giuliano Casale

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 131

Top Venues

CoRR

IEEE Trans. Netw. Serv. Manag.

SIGMETRICS Perform. Evaluation Rev.

Perform. Evaluation

Publications

Matthew Sheldon, Dario Paccagnan, Giuliano Casale
Cournot Queueing Games with Applications to Mobility Systems. AAMAS (2024)
Rares-Andrei Dobre, Zifeng Niu, Giuliano Casale
Approximating Fork-Join Systems via Mixed Model Transformations. ICPE (Companion) (2024)
Alim Ul Gias, Yicheng Gao, Matthew Sheldon, José A. Perusquía, Owen O'Brien, Giuliano Casale
SampleHST-X: A Point and Collective Anomaly-Aware Trace Sampling Pipeline with Approximate Half Space Trees. J. Netw. Syst. Manag. 32 (3) (2024)
Zifeng Niu, Giuliano Casale
Neural Density Estimation of Response Times in Layered Software Systems. IEEE Trans. Software Eng. 50 (3) (2024)
Diletta Olliaro, Giuliano Casale, Andrea Marin, Sabina Rossi
A Product-form Network for Systems with Job Stealing Policies. ACM Trans. Model. Perform. Evaluation Comput. Syst. 9 (2) (2024)
Zhuoyuan Li, Giuliano Casale
Matrix Network Analyzer: A New Decomposition Algorithm for Phase-type Queueing Networks (Work In Progress Paper). ICPE (Companion) (2024)
Giuliano Casale, Manuel Roveri
Scheduling Inputs in Early Exit Neural Networks. IEEE Trans. Computers 73 (2) (2024)
Giuliano Casale
Optimizing Edge AI: Performance Engineering in Resource-Constrained Environments. ICPE (2024)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
PreGAN+: Semi-Supervised Fault Prediction and Preemptive Migration in Dynamic Mobile Edge Environments. IEEE Trans. Mob. Comput. 23 (6) (2024)
Lulai Zhu, Damian Andrew Tamburri, Giuliano Casale
RADF: Architecture decomposition for function as a service. Softw. Pract. Exp. 54 (4) (2024)
Shreshth Tuli, Giuliano Casale, Ludmila Cherkasova, Nicholas R. Jennings
DeepFT: Fault-Tolerant Edge Computing using a Self-Supervised Deep Surrogate Model. INFOCOM (2023)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
CILP: Co-simulation based Imitation Learner for Dynamic Resource Provisioning in Cloud Computing Environments. CoRR (2023)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
SciNet: Codesign of Resource Management in Cloud Computing Environments. IEEE Trans. Computers 72 (12) (2023)
Shreshth Tuli, Sukhpal Singh Gill, Peter Garraghan, Rajkumar Buyya, Giuliano Casale, Nicholas R. Jennings
START: Straggler Prediction and Mitigation for Cloud Computing Environments Using Encoder LSTM Networks. IEEE Trans. Serv. Comput. 16 (1) (2023)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
Learning to Dynamically Select Cost Optimal Schedulers in Cloud Computing Environments. SIGMETRICS Perform. Evaluation Rev. 50 (4) (2023)
Shreshth Tuli, Fatemeh Mirhakimi, Samodha Pallewatta, Syed Zawad, Giuliano Casale, Bahman Javadi, Feng Yan, Rajkumar Buyya, Nicholas R. Jennings
AI augmented Edge and Fog computing: Trends and challenges. J. Netw. Comput. Appl. 216 (2023)
Alim Ul Gias, Yicheng Gao, Matthew Sheldon, José A. Perusquía, Owen O'Brien, Giuliano Casale
SampleHST: Efficient On-the-Fly Selection of Distributed Traces. NOMS (2023)
Runan Wang, Giuliano Casale, Antonio Filieri
Estimating Multiclass Service Demand Distributions Using Markovian Arrival Processes. ACM Trans. Model. Comput. Simul. 33 (2023)
William Plumb, Alex Bottle, Giuliano Casale, Alex Liddle
Clinical Pathway Clustering Using Surrogate Likelihoods and Replayability Validation. WSC (2023)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments. IEEE Trans. Mob. Comput. 22 (9) (2023)
Jukka Soikkeli, Giuliano Casale, Luis Muñoz-González, Emil C. Lupu
Redundancy Planning for Cost Efficient Resilience to Cyber Attacks. IEEE Trans. Dependable Secur. Comput. 20 (2) (2023)
Xiaohu Wu, Francesco De Pellegrini, Giuliano Casale
Delay and Price Differentiation in Cloud Computing: A Service Model, Supporting Architectures, and Performance. ACM Trans. Model. Perform. Evaluation Comput. Syst. 8 (3) (2023)
Nur Zincir-Heywood, Robert Birke, Elias Bou-Harb, Giuliano Casale, Khalil El-Khatib, Takeru Inoue, Neeraj Kumar, Hanan Lutfiyya, Deepak Puthal, Abdallah Shami, Natalia Stakhanova, Farhana H. Zulkernine
Guest Editorial: Special Section on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services - Part II. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Yichong Chen, Manuel Roveri, Shreshth Tuli, Giuliano Casale
Coupling QoS Co-Simulation with Online Adaptive Arrival Forecasting. CNSM (2023)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
DRAGON: Decentralized Fault Tolerance in Edge Federations. IEEE Trans. Netw. Serv. Manag. 20 (1) (2023)
Julianna Bor, Giuliano Casale, William J. Knottenbelt, Evgenia Smirni, Andreas Stathopoulos
Fitting with matrix exponential mixtures generated by discrete probabilistic scaling. SIGMETRICS Perform. Evaluation Rev. 51 (2) (2023)
Giuliano Casale
Performance evaluation teaching in the age of cloud computing. SIGMETRICS Perform. Evaluation Rev. 51 (2) (2023)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
CILP: Co-Simulation-Based Imitation Learner for Dynamic Resource Provisioning in Cloud Computing Environments. IEEE Trans. Netw. Serv. Manag. 20 (4) (2023)
Shreshth Tuli, Fatemeh Mirhakimi, Samodha Pallewatta, Syed Zawad, Giuliano Casale, Bahman Javadi, Feng Yan, Rajkumar Buyya, Nicholas R. Jennings
AI Augmented Edge and Fog Computing: Trends and Challenges. CoRR (2022)
Shreshth Tuli, Giuliano Casale
Optimizing the Performance of Fog Computing Environments Using AI and Co-Simulation. ICPE (Companion) (2022)
Yicheng Gao, Giuliano Casale
JCSP: Joint Caching and Service Placement for Edge Computing Systems. IWQoS (2022)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
Learning to Dynamically Select Cost Optimal Schedulers in Cloud Computing Environments. CoRR (2022)
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
HUNTER: AI based holistic resource management for sustainable cloud computing. J. Syst. Softw. 184 (2022)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
CAROL: Confidence-Aware Resilience Model for Edge Federations. DSN (2022)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments. CoRR (2022)
Giuliano Casale, Yicheng Gao, Zifeng Niu, Lulai Zhu
LN: A Meta-solver for Layered Queueing Network Analysis. QEST (2022)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data. Proc. VLDB Endow. 15 (6) (2022)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data. CoRR (2022)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing. INFOCOM (2022)
Nur Zincir-Heywood, Robert Birke, Elias Bou-Harb, Giuliano Casale, Khalil El-Khatib, Takeru Inoue, Neeraj Kumar, Hanan Lutfiyya, Deepak Puthal, Abdallah Shami, Natalia Stakhanova, Farhana H. Zulkernine
Guest Editorial: Special Issue on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services - Part I. IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
MetaNet: Automated Dynamic Selection of Scheduling Policies in Cloud Environments. CLOUD (2022)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)
Shreshth Tuli, Shivananda R. Poojara, Satish Narayana Srirama, Giuliano Casale, Nicholas R. Jennings
COSCO: Container Orchestration Using Co-Simulation and Gradient Based Optimization for Fog Computing Environments. IEEE Trans. Parallel Distributed Syst. 33 (1) (2022)
Giuliano Casale, Peter G. Harrison, Wai Hong Ong
Facilitating Load-Dependent Queueing Analysis Through Factorization (Extended Abstract). SIGMETRICS Perform. Evaluation Rev. 49 (3) (2022)
Matthew Sheldon, Giuliano Casale
TauSSA: Simulating Markovian Queueing Networks with Tau Leaping. SIGMETRICS Perform. Evaluation Rev. 49 (4) (2022)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
GOSH: Task Scheduling Using Deep Surrogate Models in Fog Computing Environments. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)
Alim Ul Gias, Yicheng Gao, Matthew Sheldon, José A. Perusquía, Owen O'Brien, Giuliano Casale
SampleHST: Efficient On-the-Fly Selection of Distributed Traces. CoRR (2022)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
CAROL: Confidence-Aware Resilience Model for Edge Federations. CoRR (2022)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
DRAGON: Decentralized Fault Tolerance in Edge Federations. CoRR (2022)
Runan Wang, Giuliano Casale, Antonio Filieri
Enhancing Performance Modeling of Serverless Functions via Static Analysis. ICSOC (2022)
Shreshth Tuli, Giuliano Casale, Ludmila Cherkasova, Nicholas R. Jennings
DeepFT: Fault-Tolerant Edge Computing using a Self-Supervised Deep Surrogate Model. CoRR (2022)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
MetaNet: Automated Dynamic Selection of Scheduling Policies in Cloud Environments. CoRR (2022)
Yicheng Gao, Giuliano Casale
JCSP: Joint Caching and Service Placement for Edge Computing Systems. CoRR (2022)
Shreshth Tuli, Shikhar Tuli, Giuliano Casale, Nicholas R. Jennings
Generative Optimization Networks for Memory Efficient Data Generation. CoRR (2021)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems. CoRR (2021)
Giuliano Casale, Peter G. Harrison, Wai Hong Ong
Facilitating load-dependent queueing analysis through factorization. Perform. Evaluation 152 (2021)
Shreshth Tuli, Shivananda R. Poojara, Satish Narayana Srirama, Giuliano Casale, Nicholas R. Jennings
COSCO: Container Orchestration using Co-Simulation and Gradient Based Optimization for Fog Computing Environments. CoRR (2021)
Gabriele Russo Russo, Valeria Cardellini, Giuliano Casale, Francesco Lo Presti
MEAD: Model-Based Vertical Auto-Scaling for Data Stream Processing. CCGRID (2021)
Zifeng Niu, Giuliano Casale
A Mixture Density Network Approach to Predicting Response Times in Layered Systems. MASCOTS (2021)
Runan Wang, Giuliano Casale, Antonio Filieri
Service Demand Distribution Estimation for Microservices Using Markovian Arrival Processes. QEST (2021)
Lulai Zhu, Giorgos Giotis, Vasilis Tountopoulos, Giuliano Casale
RDOF: Deployment Optimization for Function as a Service. CLOUD (2021)
Ahmad Alnafessah, Alim Ul Gias, Runan Wang, Lulai Zhu, Giuliano Casale, Antonio Filieri
Quality-Aware DevOps Research: Where Do We Stand? IEEE Access 9 (2021)
Nur Zincir-Heywood, Giuliano Casale, David Carrera, Lydia Y. Chen, Amogh Dhamdhere, Takeru Inoue, Hanan Lutfiyya, Taghrid Samak
Guest Editorial: Special Issue on Data Analytics and Machine Learning for Network and Service Management - Part II. IEEE Trans. Netw. Serv. Manag. 18 (1) (2021)
Xiaohu Wu, Han Yu, Giuliano Casale, Guanyu Gao
Towards Cost-Optimal Policies for DAGs to Utilize IaaS Clouds with Online Learning. CoRR (2021)
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
HUNTER: AI based Holistic Resource Management for Sustainable Cloud Computing. CoRR (2021)
Giuliano Casale, Nicolas Gast
Performance Analysis Methods for List-Based Caches With Non-Uniform Access. IEEE/ACM Trans. Netw. 29 (2) (2021)
Hanan Lutfiyya, Robert Birke, Giuliano Casale, Amogh Dhamdhere, Jinho Hwang, Takeru Inoue, Neeraj Kumar, Deepak Puthal, Nur Zincir-Heywood
Guest Editorial: Special Section on Embracing Artificial Intelligence for Network and Service Management. IEEE Trans. Netw. Serv. Manag. 18 (4) (2021)
Shreshth Tuli, Sukhpal Singh Gill, Peter Garraghan, Rajkumar Buyya, Giuliano Casale, Nicholas R. Jennings
START: Straggler Prediction and Mitigation for Cloud Computing Environments using Encoder LSTM Networks. CoRR (2021)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing. CoRR (2021)
Yichong Chen, Giuliano Casale
Deep Learning Models for Automated Identification of Scheduling Policies. MASCOTS (2021)
Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings
GOSH: Task Scheduling Using Deep Surrogate Models in Fog Computing Environments. CoRR (2021)
Lulai Zhu, Giuliano Casale, Iker Perez
Fluid approximation of closed queueing networks with discriminatory processor sharing. Perform. Evaluation 139 (2020)
Ahmad Alnafessah, Giuliano Casale
TRACK-Plus: Optimizing Artificial Neural Networks for Hybrid Anomaly Detection in Data Streaming Systems. IEEE Access 8 (2020)
Alim Ul Gias, Giuliano Casale
COCOA: Cold Start Aware Capacity Planning for Function-as-a-Service Platforms. MASCOTS (2020)
A. Nur Zincir-Heywood, Giuliano Casale, David Carrera, Lydia Y. Chen, Amogh Dhamdhere, Takeru Inoue, Hanan Lutfiyya, Taghrid Samak
Guest Editorial: Special Section on Data Analytics and Machine Learning for Network and Service Management-Part I. IEEE Trans. Netw. Serv. Manag. 17 (4) (2020)
Alim Ul Gias, Giuliano Casale
COCOA: Cold Start Aware Capacity Planning for Function-as-a-Service Platforms. CoRR (2020)
Andrea Marin, Giuliano Casale, Dorina C. Petriu, Sabina Rossi
Guest editor's forewords: Special issue on Valuetools 2017. Perform. Evaluation 137 (2020)
Ahmad Alnafessah, Giuliano Casale
Correction to: Artificial neural networks based techniques for anomaly detection in Apache Spark. Clust. Comput. 23 (2) (2020)
Giuliano Casale, Matej Artac, Willem-Jan van den Heuvel, André van Hoorn, Pelle Jakovits, Frank Leymann, M. Long, V. Papanikolaou, D. Presenza, A. Russo, Satish Narayana Srirama, Damian A. Tamburri, Michael Wurster, Lulai Zhu
RADON: rational decomposition and orchestration for serverless computing. SICS Softw.-Intensive Cyber Phys. Syst. 35 (1-2) (2020)
Shreshth Tuli, Sukhpal Singh Gill, Giuliano Casale, Nicholas R. Jennings
iThermoFog: IoT-Fog based automatic thermal profile creation for cloud data centers using artificial intelligence techniques. Internet Technol. Lett. 3 (5) (2020)
Xiaohu Wu, Francesco De Pellegrini, Giuliano Casale
Delay and Price Differentiation in Cloud Computing: A Service Model, Supporting Architectures, and Performance. CoRR (2020)
Giuliano Casale
Integrated Performance Evaluation of Extended Queueing Network Models with Line. WSC (2020)
Ahmad S. Alnafessah, Giuliano Casale
TRACK: Optimizing Artificial Neural Networks for Anomaly Detection in Spark Streaming Systems. VALUETOOLS (2020)
Ahmad Alnafessah, Giuliano Casale
Artificial neural networks based techniques for anomaly detection in Apache Spark. Clust. Comput. 23 (2) (2020)
Alim Ul Gias, André van Hoorn, Lulai Zhu, Giuliano Casale, Thomas F. Düllmann, Michael Wurster
Performance Engineering for Microservices and Serverless Applications: The RADON Approach. ICPE Companion (2020)
David Carrera, Giuliano Casale, Takeru Inoue, Hanan Lutfiyya, Jia Wang, A. Nur Zincir-Heywood
Guest Editorial: Special Issue on Novel Techniques in Big Data Analytics for Management. IEEE Trans. Netw. Serv. Manag. 16 (3) (2019)
Damian A. Tamburri, Giuliano Casale
Cognitive Distance and Research Output in Computing Education: A Case-Study. IEEE Trans. Educ. 62 (2) (2019)
Giuliano Casale
Automated Multi-paradigm Analysis of Extended and Layered Queueing Models with LINE. ICPE Companion (2019)
Sukhpal Singh Gill, Peter Garraghan, Vlado Stankovski, Giuliano Casale, Ruppa K. Thulasiram, Soumya K. Ghosh, Kotagiri Ramamohanarao, Rajkumar Buyya
Holistic resource management for sustainable and reliable cloud computing: An innovative solution to global challenge. J. Syst. Softw. 155 (2019)
Xiaohu Wu, Francesco De Pellegrini, Guanyu Gao, Giuliano Casale
A Framework for Allocating Server Time to Spot and On-demand Services in Cloud Computing. CoRR (2019)
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, Ignacio Martín Llorente, Sabrina De Capitani di Vimercati, Pierangela Samarati, Dejan S. Milojicic, Carlos A. Varela, Rami Bahsoon, Marcos Dias de Assunção, Omer F. Rana, Wanlei Zhou, Hai Jin, Wolfgang Gentzsch, Albert Y. Zomaya, Haiying Shen
A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade. ACM Comput. Surv. 51 (5) (2019)
Giuliano Casale, Peter G. Harrison, Ong Wai Hong
Novel Solutions for Closed Queueing Networks with Load-Dependent Stations. SIGMETRICS Perform. Evaluation Rev. 47 (2) (2019)
Salvatore Dipietro, Giuliano Casale
SD: A Divergence-Based Estimation Method for Service Demands in Cloud Systems. FiCloud (2019)
Xiaohu Wu, Francesco De Pellegrini, Guanyu Gao, Giuliano Casale
A Framework for Allocating Server Time to Spot and On-Demand Services in Cloud Computing. ACM Trans. Model. Perform. Evaluation Comput. Syst. 4 (4) (2019)
Alim Ul Gias, Giuliano Casale, C. Murray Woodside
ATOM: Model-Driven Autoscaling for Microservices. ICDCS (2019)
Ahmad Alnafessah, Giuliano Casale
Anomaly Detection for Big Data Technologies. ICCSW (2018)
Iker Perez, Giuliano Casale
Approximate Bayesian inference with queueing networks and coupled jump processes. CoRR (2018)
Giuliano Casale
Analyzing Replacement Policies in List-Based Caches with Non-Uniform Access Costs. INFOCOM (2018)
Salvatore Dipietro, Rajkumar Buyya, Giuliano Casale
PAX: Partition-aware autoscaling for the Cassandra NoSQL database. NOMS (2018)
Ahmad Alnafessah, Giuliano Casale
A Neural-Network Driven Methodology for Anomaly Detection in Apache Spark. QUATIC (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Giuliano Casale