Efficient State Estimators for Load Control Policies in Scalable Web Server Clusters. - Valeria Cardellini; Michele Colajanni; Philip S. Yu (COMPSAC, 1998)

Dynamic Load Balancing in Geographically Distributed Heterogeneous Web Servers. - Michele Colajanni; Philip S. Yu; Valeria Cardellini (ICDCS, 1998)

Redirection Algorithms for Load Sharing in Distributed Web-server Systems. - Valeria Cardellini; Michele Colajanni; Philip S. Yu (ICDCS, 1999)

Dynamic Load Balancing on Web-Server Systems. - Valeria Cardellini; Michele Colajanni; Philip S. Yu (IEEE Internet Comput., 1999)

DNS Dispatching Algorithms with State Estimators for Scalable Web-Server Clusters. - Valeria Cardellini; Michele Colajanni; Philip S. Yu (World Wide Web, 1999)

Collaborative Proxy System for Distributed Web Content Transcoding. - Philip S. Yu; Valeria Cardellini; Yun-Wu Huang (CIKM, 2000)

Geographic Load Balancing for Scalable Distributed Web Systems. - Valeria Cardellini; Michele Colajanni; Philip S. Yu (MASCOTS, 2000)

A Performance Study of Distributed Architectures for the Quality of Web Services. - Valeria Cardellini; Emiliano Casalicchio; Michele Colajanni (HICSS, 2001)

Mechanisms for quality of service in Web clusters. - Valeria Cardellini; Emiliano Casalicchio; Michele Colajanni; Salvatore Tucci (Comput. Networks, 2001)

Web switch support for differentiated services. - Valeria Cardellini; Emiliano Casalicchio; Michele Colajanni; Marco Mambelli (SIGMETRICS Perform. Evaluation Rev., 2001)

Benchmarking Models and Tools for Distributed Web-Server Systems. - Mauro Andreolini; Valeria Cardellini; Michele Colajanni (Performance, 2002)

Content-Aware Dispatching Algorithms for Cluster-Based Web Servers. - Emiliano Casalicchio; Valeria Cardellini; Michele Colajanni (Clust. Comput., 2002)

The state of the art in locally distributed Web-server systems. - Valeria Cardellini; Emiliano Casalicchio; Michele Colajanni; Philip S. Yu (ACM Comput. Surv., 2002)

Cooperative Architectures and Algorithms for Discovery and Transcoding of Multi-Version Content. - Claudia Canali; Valeria Cardellini; Michele Colajanni; Riccardo Lancellotti; Philip S. Yu (WCW, 2003)

Cooperative TransCaching: A System of Distributed Proxy Servers for Web Content Adaptation. - Claudia Canali; Valeria Cardellini; Michele Colajanni; Riccardo Lancellotti; Philip S. Yu (WWW (Posters), 2003)

Request Redirection Algorithms for Distributed Web Systems. - Valeria Cardellini; Michele Colajanni; Philip S. Yu (IEEE Trans. Parallel Distributed Syst., 2003)

Design and Performance Evaluation of Mechanisms for Mobile-Devices Handoff Forecast. - Emiliano Casalicchio; Valeria Cardellini; Salvatore Tucci (FIRB-Perf, 2005)

Performance Comparison of Distributed Architectures for Content Adaptation and Delivery of Web Resources. - Claudia Canali; Valeria Cardellini; Michele Colajanni; Riccardo Lancellotti (ICDCS Workshops, 2005)

A layer-2 trigger to improve QoS in content and session-oriented mobile services. - Emiliano Casalicchio; Valeria Cardellini; Salvatore Tucci (MSWiM, 2005)

A Two-Level Distributed Architecture for Efficient Web Content Adaptation and Delivery. - Claudia Canali; Valeria Cardellini; Michele Colajanni; Riccardo Lancellotti; Philip S. Yu (SAINT, 2005)

A Framework for Optimal Service Selection in Broker-Based Architectures with Multiple QoS Classes. - Valeria Cardellini; Emiliano Casalicchio; Vincenzo Grassi; Raffaela Mirandola (SCW, 2006)

Content Adaptation Architectures Based on Squid Proxy Server. - Claudia Canali; Valeria Cardellini; Riccardo Lancellotti (World Wide Web, 2006)

Flow-Based Service Selection forWeb Service Composition Supporting Multiple QoS Classes. - Valeria Cardellini; Emiliano Casalicchio; Vincenzo Grassi; Francesco Lo Presti (ICWS, 2007)

Efficient provisioning of service level agreements for service oriented applications. - Valeria Cardellini; Emiliano Casalicchio; Vincenzo Grassi; Francesco Lo Presti (IW-SOSWE, 2007)

Agent-based modeling of interdependencies in critical infrastructures through UML. - Valeria Cardellini; Emiliano Casalicchio; Emanuele Galli (SpringSim (2), 2007)

Towards Self-adaptation for Dependable Service-Oriented Systems. - Valeria Cardellini; Emiliano Casalicchio; Vincenzo Grassi; Francesco Lo Presti; Raffaela Mirandola (WADS, 2008)

Generalized GEMM Kernels on GPGPUs: Experiments and Applications. - Davide Barbieri; Valeria Cardellini; Salvatore Filippone (PARCO, 2009)

A Scalable Approach to QoS-Aware Self-adaption in Service-Oriented Architectures. - Valeria Cardellini; Emiliano Casalicchio; Vincenzo Grassi; Francesco Lo Presti; Raffaela Mirandola (QSHINE, 2009)

Qos-driven runtime adaptation of service oriented architectures. - Valeria Cardellini; Emiliano Casalicchio; Vincenzo Grassi; Francesco Lo Presti; Raffaela Mirandola (ESEC/SIGSOFT FSE, 2009)

A Scalable and Highly Available Brokering Service for SLA-Based Composite Services. - Alessandro Bellucci; Valeria Cardellini; Valerio Di Valerio; Stefano Iannucci (ICSOC, 2010)

Adaptive Management of Composite Services under Percentile-Based Service Level Agreements. - Valeria Cardellini; Emiliano Casalicchio; Vincenzo Grassi; Francesco Lo Presti (ICSOC, 2010)

Designing a Broker for QoS-driven Runtime Adaptation of SOA Applications. - Valeria Cardellini; Stefano Iannucci (ICWS, 2010)

On Guaranteeing Global Dependability Properties in Collaborative Business Process Management. - Valeria Cardellini; Emiliano Casalicchio; Vincenzo Grassi; Francesco Lo Presti (BSME, 2010)

Design Patterns for Scientific Computations on Sparse Matrices. - Davide Barbieri; Valeria Cardellini; Salvatore Filippone; Damian W. I. Rouson (Euro-Par Workshops (1), 2011)

An MDP-based admission control for a QoS-aware service-oriented system. - Marco Abundo; Valeria Cardellini; Francesco Lo Presti (IWQoS, 2011)

SLA-aware Resource Management for Application Service Providers in the Cloud. - Valeria Cardellini; Emiliano Casalicchio; Francesco Lo Presti; Luca Silvestri (NCCA, 2011)

Optimal Admission Control for a QoS-Aware Service-Oriented System. - Marco Abundo; Valeria Cardellini; Francesco Lo Presti (ServiceWave, 2011)

A Performance Comparison of QoS-Driven Service Selection Approaches. - Valeria Cardellini; Valerio Di Valerio; Vincenzo Grassi; Stefano Iannucci; Francesco Lo Presti (ServiceWave, 2011)

A new approach to QoS driven service selection in service oriented architectures. - Valeria Cardellini; Valerio Di Valerio; Vincenzo Grassi; Stefano Iannucci; Francesco Lo Presti (SOSE, 2011)

Designing a flexible and modular architecture for a private cloud: a case study. - Valeria Cardellini; Stefano Iannucci (VTDC@HPDC, 2012)

Admission control policies for a multi-class QoS-aware service oriented architecture. - Marco Abundo; Valeria Cardellini; Francesco Lo Presti (SIGMETRICS Perform. Evaluation Rev., 2012)

MOSES: A Framework for QoS Driven Runtime Adaptation of Service-Oriented Systems. - Valeria Cardellini; Emiliano Casalicchio; Vincenzo Grassi; Stefano Iannucci; Francesco Lo Presti; Raffaela Mirandola (IEEE Trans. Software Eng., 2012)

Optimal Pricing and Service Provisioning Strategies in Cloud Systems: A Stackelberg Game Approach. - Valerio Di Valerio; Valeria Cardellini; Francesco Lo Presti (IEEE CLOUD, 2013)

MOSES: A Platform for Experimenting with QoS-Driven Self-Adaptation Policies for Service Oriented Systems. - Valeria Cardellini; Emiliano Casalicchio; Vincenzo Grassi; Stefano Iannucci; Francesco Lo Presti; Raffaela Mirandola (Software Engineering for Self-Adaptive Systems, 2013)

Towards Self-adaptation Planning for Complex Service-Based Systems. - Azlan B. Ismail; Valeria Cardellini (ICSOC Workshops, 2013)

Fast Uniform Grid Construction on GPGPUs Using Atomic Operations. - Davide Barbieri; Valeria Cardellini; Salvatore Filippone (PARCO, 2013)

Heterogeneous Sparse Matrix Computations on Hybrid GPU/CPU Platforms. - Valeria Cardellini; Alessandro Fanfarillo; Salvatore Filippone (PARCO, 2013)

QoS Driven Per-Request Load-Aware Service Selection in Service Oriented Architectures. - Valeria Cardellini; Valerio Di Valerio; Vincenzo Grassi; Stefano Iannucci; Francesco Lo Presti (Int. J. Softw. Informatics, 2013)

Coarrays in GNU Fortran. - Alessandro Fanfarillo; Tobias Burnus; Valeria Cardellini; Salvatore Filippone; Dan Nagle; Damian W. I. Rouson (PACT, 2014)

Decentralized Planning for Self-Adaptation in Multi-cloud Environment. - Azlan B. Ismail; Valeria Cardellini (ESOCC Workshops, 2014)

Sparse matrix computations on clusters with GPGPUs. - Valeria Cardellini; Alessandro Fanfarillo; Salvatore Filippone (HPCS, 2014)

Exhaustive Key Search on Clusters of GPUs. - Davide Barbieri; Valeria Cardellini; Salvatore Filippone (IPDPS Workshops, 2014)

Bidding Strategies in QoS-Aware Cloud Systems Based on N-Armed Bandit Problems. - Marco Abundo; Valerio Di Valerio; Valeria Cardellini; Francesco Lo Presti (NCCA, 2014)

OpenCoarrays: Open-source Transport Layers Supporting Coarray Fortran Compilers. - Alessandro Fanfarillo; Tobias Burnus; Valeria Cardellini; Salvatore Filippone; Dan Nagle; Damian W. I. Rouson (PGAS, 2014)

Design patterns for sparse-matrix computations on hybrid CPU/GPU platforms. - Valeria Cardellini; Salvatore Filippone; Damian W. I. Rouson (Sci. Program., 2014)

Distributed QoS-aware scheduling in storm. - Valeria Cardellini; Vincenzo Grassi; Francesco Lo Presti; Matteo Nardelli 001 (DEBS, 2015)

A Decentralized Approach to Network-Aware Service Composition. - Valeria Cardellini; Mirko D'Angelo; Vincenzo Grassi; Moreno Marzolla; Raffaela Mirandola (ESOCC, 2015)

SIMPL: A Pattern Language for Writing Efficient Kernels on GPGPU. - Davide Barbieri; Valeria Cardellini; Salvatore Filippone (SE4HPCS@ICSE, 2015)

QoS-aware bidding strategies for VM spot instances: A reinforcement learning approach applied to periodic long running jobs. - Marco Abundo; Valerio Di Valerio; Valeria Cardellini; Francesco Lo Presti (IM, 2015)

On QoS-aware scheduling of data stream applications over fog computing infrastructures. - Valeria Cardellini; Vincenzo Grassi; Francesco Lo Presti; Matteo Nardelli 001 (ISCC, 2015)

Hybrid Coarrays: a PGAS Feature for Many-Core Architectures. - Valeria Cardellini; Alessandro Fanfarillo; Salvatore Filippone; Damian W. I. Rouson (PARCO, 2015)

Optimal operator placement for distributed stream processing applications. - Valeria Cardellini; Vincenzo Grassi; Francesco Lo Presti; Matteo Nardelli 001 (DEBS, 2016)

Real-time analysis of social networks leveraging the flink framework. - Giacomo Marciani; Marco Piu; Michele Porretta; Matteo Nardelli 001; Valeria Cardellini (DEBS, 2016)

Elastic stateful stream processing in storm. - Valeria Cardellini; Matteo Nardelli 001; Dario Luzi (HPCS, 2016)

Heterogeneous CAF-Based Load Balancing on Intel Xeon Phi. - Valeria Cardellini; Alessandro Fanfarillo; Salvatore Filippone (IPDPS Workshops, 2016)

Joint Operator Replication and Placement Optimization for Distributed Streaming Applications. - Valeria Cardellini; Vincenzo Grassi; Francesco Lo Presti; Matteo Nardelli 001 (VALUETOOLS, 2016)

A game-theoretic approach to computation offloading in mobile cloud computing. - Valeria Cardellini; Vittoria De Nitto Persone; Valerio Di Valerio; Francisco Facchinei; Vincenzo Grassi; Francesco Lo Presti; Veronica Piccialli (Math. Program., 2016)

Towards Hierarchical Autonomous Control for Elastic Data Stream Processing in the Fog. - Valeria Cardellini; Francesco Lo Presti; Matteo Nardelli 001; Gabriele Russo Russo (Euro-Par Workshops, 2017)

Solving Sparse Linear Systems of Equations Using Fortran Coarrays. - Ambra Abdullahi Hassan; Valeria Cardellini; Salvatore Filippone (PARCO, 2017)

A framework for unit testing with coarray Fortran. - Ambra Abdullahi Hassan; Valeria Cardellini; Salvatore Filippone (SpringSim (HPC), 2017)

Auto-Scaling in Data Stream Processing Applications: A Model-Based Reinforcement Learning Approach. - Valeria Cardellini; Francesco Lo Presti; Matteo Nardelli 001; Gabriele Russo Russo (InfQ@VALUETOOLS, 2017)

Coarray-based load balancing on heterogeneous and many-core architectures. - Valeria Cardellini; Alessandro Fanfarillo; Salvatore Filippone (Parallel Comput., 2017)

Optimal Operator Replication and Placement for Distributed Stream Processing Systems. - Valeria Cardellini; Vincenzo Grassi; Francesco Lo Presti; Matteo Nardelli 001 (SIGMETRICS Perform. Evaluation Rev., 2017)

Sparse Matrix-Vector Multiplication on GPGPUs. - Salvatore Filippone; Valeria Cardellini; Davide Barbieri; Alessandro Fanfarillo (ACM Trans. Math. Softw., 2017)

A Multi-level Elasticity Framework for Distributed Data Stream Processing. - Matteo Nardelli 001; Gabriele Russo Russo; Valeria Cardellini; Francesco Lo Presti (Euro-Par Workshops, 2018)

Multi-Level Elastic Deployment of Containerized Applications in Geo-Distributed Environments. - Matteo Nardelli 001; Valeria Cardellini; Emiliano Casalicchio (FiCloud, 2018)

Multi-Level Elasticity for Wide-Area Data Streaming Systems: A Reinforcement Learning Approach. - Gabriele Russo Russo; Matteo Nardelli 001; Valeria Cardellini; Francesco Lo Presti (Algorithms, 2018)

Optimal operator deployment and replication for elastic distributed data stream processing. - Valeria Cardellini; Francesco Lo Presti; Matteo Nardelli 001; Gabriele Russo Russo (Concurr. Comput. Pract. Exp., 2018)

Decentralized self-adaptation for elastic Data Stream Processing. - Valeria Cardellini; Francesco Lo Presti; Matteo Nardelli 001; Gabriele Russo Russo (Future Gener. Comput. Syst., 2018)

Research challenges in legal-rule and QoS-aware cloud service brokerage. - Emiliano Casalicchio; Valeria Cardellini; Gianluca Interino; Monica Palmirani (Future Gener. Comput. Syst., 2018)

QoS-Based Elasticity for Service Chains in Distributed Edge Cloud Environments. - Valeria Cardellini; Tihana Galinac Grbac; Matteo Nardelli 001; Nikola Tankovic; Hong Linh Truong 001 (Autonomous Control for a Reliable Internet of Services, 2018)

Integrating SDN and NFV with QoS-Aware Service Composition. - Valeria Cardellini; Tihana Galinac Grbac; Andreas Kassler; Pradeeban Kathiravelu; Francesco Lo Presti; Antonio Marotta; Matteo Nardelli 001; Luís Veiga (Autonomous Control for a Reliable Internet of Services, 2018)

Horizontal and Vertical Scaling of Container-Based Applications Using Reinforcement Learning. - Fabiana Rossi; Matteo Nardelli 001; Valeria Cardellini (CLOUD, 2019)

Self-adaptive Container Deployment in the Fog: A Survey. - Valeria Cardellini; Francesco Lo Presti; Matteo Nardelli 001; Fabiana Rossi (ALGOCLOUD, 2019)

Reinforcement Learning Based Policies for Elastic Stream Processing on Heterogeneous Resources. - Gabriele Russo Russo; Valeria Cardellini; Francesco Lo Presti (DEBS, 2019)

Elastic Deployment of Software Containers in Geo-Distributed Computing Environments. - Fabiana Rossi; Valeria Cardellini; Francesco Lo Presti (ISCC, 2019)

A Performance Evaluation of Deep Reinforcement Learning for Model-Based Intrusion Response. - Stefano Iannucci; Ovidiu Daniel Barba; Valeria Cardellini; Ioana Banicescu (FAS*W@SASO/ICAC, 2019)

New Landscapes of the Data Stream Processing in the era of Fog Computing. - Valeria Cardellini; Gabriele Mencagli; Domenico Talia; Massimo Torquati (Future Gener. Comput. Syst., 2019)

Efficient Algebraic Multigrid Preconditioners on Clusters of GPUs. - Ambra Abdullahi Hassan; Valeria Cardellini; Pasqua D'Ambra; Daniela di Serafino; Salvatore Filippone (Parallel Process. Lett., 2019)

Efficient Operator Placement for Distributed Data Stream Processing Applications. - Matteo Nardelli 001; Valeria Cardellini; Vincenzo Grassi; Francesco Lo Presti (IEEE Trans. Parallel Distributed Syst., 2019)

Hierarchical Scaling of Microservices in Kubernetes. - Fabiana Rossi; Valeria Cardellini; Francesco Lo Presti (ACSOS, 2020)

Paxos in the NIC: Hardware Acceleration of Distributed Consensus Protocols. - Giacomo Belocchi; Valeria Cardellini; Aniello Cammarano; Giuseppe Bianchi 001 (DRCN, 2020)

Self-adaptive Threshold-based Policy for Microservices Elasticity. - Fabiana Rossi; Valeria Cardellini; Francesco Lo Presti (MASCOTS, 2020)

Geo-distributed efficient deployment of containers with Kubernetes. - Fabiana Rossi; Valeria Cardellini; Francesco Lo Presti; Matteo Nardelli 001 (Comput. Commun., 2020)

A hybrid model-free approach for the near-optimal intrusion response control of non-stationary systems. - Stefano Iannucci; Valeria Cardellini; Ovidiu Daniel Barba; Ioana Banicescu (Future Gener. Comput. Syst., 2020)

Data stream processing in HPC systems: New frameworks and architectures for high-frequency streaming. - Marco Aldinucci; Valeria Cardellini; Gabriele Mencagli; Massimo Torquati (Parallel Comput., 2020)

Game-Theoretic Resource Pricing and Provisioning Strategies in Cloud Systems. - Valeria Cardellini; Valerio Di Valerio; Francesco Lo Presti (IEEE Trans. Serv. Comput., 2020)

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

GOFS: Geo-distributed Scheduling in OpenFaaS. - Fabiana Rossi; Simone Falvo; Valeria Cardellini (ISCC, 2021)

A Performance-Oriented Comparison of Neural Network Approaches for Anomaly-based Intrusion Detection. - Stefano Iannucci; Jesse Ables; William Anderson; Bhuvanesh Abburi; Valeria Cardellini; Ioana Banicescu (SSCI, 2021)

The 4th International Workshop on Autonomic Solutions for Parallel and Distributed Data Stream Processing (Auto-DaSP 2021). - Valeria Cardellini; Gabriele Mencagli; Massimo Torquati (ICPE, 2021)

Elastic Pulsar Functions for Distributed Stream Processing. - Gabriele Russo Russo; Antonio Schiazza; Valeria Cardellini (ICPE (Companion), 2021)

Editorial to the Special Issue on Big Data in Industrial and Commercial Applications. - Lars Lundberg; Håkan Grahn; Valeria Cardellini; Andreas Polze; Sogand Shirinbab (Big Data Res., 2021)

Real-time analysis of market data leveraging Apache Flink. - Cecilia Calavaro; Gabriele Russo Russo; Valeria Cardellini (DEBS, 2022)

Towards QoS-Aware Function Composition Scheduling in Apache OpenWhisk. - Gabriele Russo Russo; Alfredo Milani; Stefano Iannucci; Valeria Cardellini (PerCom Workshops, 2022)

Mobility-Aware Serverless Function Adaptations Across the Edge-Cloud Continuum. - Philipp Raith; Thomas Rausch; Schahram Dustdar; Fabiana Rossi; Valeria Cardellini; Rajiv Ranjan 001 (UCC, 2022)

An Intrusion Response System utilizing Deep Q-Networks and System Partitions. - Valeria Cardellini; Emiliano Casalicchio; Stefano Iannucci; Matteo Lucantonio; Sudip Mittal; Damodar Panigrahi; Andrea Silvi (CoRR, 2022)

irs-partition: An Intrusion Response System utilizing Deep Q-Networks and system partitions. - Valeria Cardellini; Emiliano Casalicchio; Stefano Iannucci; Matteo Lucantonio; Sudip Mittal; Damodar Panigrahi; Andrea Silvi (SoftwareX, 2022)

Runtime Adaptation of Data Stream Processing Systems: The State of the Art. - Valeria Cardellini; Francesco Lo Presti; Matteo Nardelli 001; Gabriele Russo Russo (ACM Comput. Surv., 2022)

Autonomy Loops for Monitoring, Operational Data Analytics, Feedback, and Response in HPC Operations. - Francieli Boito; Jim M. Brandt; Valeria Cardellini; Philip H. Carns; Florina M. Ciorba; Hilary Egan; Ahmed Eleliemy; Ann C. Gentile; Thomas Gruber; Jeff Hanson; Utz-Uwe Haus; Kevin A. Huck; et al. (CLUSTER Workshops, 2023)

Compute Continuum: What Lies Ahead? - Matteo Nardelli 001; Gabriele Russo Russo; Valeria Cardellini (Euro-Par Workshops (1), 2023)

Serverless Functions in the Cloud-Edge Continuum: Challenges and Opportunities. - Gabriele Russo Russo; Valeria Cardellini; Francesco Lo Presti (PDP, 2023)

Serverledge: Decentralized Function-as-a-Service for the Edge-Cloud Continuum. - Gabriele Russo Russo; Tiziana Mannucci; Valeria Cardellini; Francesco Lo Presti (PERCOM, 2023)

Artifact: Serverledge: Decentralized Function-as-a-Service for the Edge-Cloud Continuum. - Gabriele Russo Russo; Tiziana Mannucci; Valeria Cardellini; Francesco Lo Presti (PerCom Workshops, 2023)

A Systematic Mapping Study of Italian Research on Workflows. - Marco Aldinucci; Elena Maria Baralis; Valeria Cardellini; Iacopo Colonnelli; Marco Danelutto; Sergio Decherchi; Giuseppe Di Modica; Luca Ferrucci; Marco Gribaudo; Francesco Iannone; Marco Lapegna; Doriana Medic; et al. (SC Workshops, 2023)

FIGARO: reinForcement learnInG mAnagement acRoss the computing cOntinuum. - Federica Filippini; Riccardo Cavadini; Danilo Ardagna; Riccardo Lancellotti; Gabriele Russo Russo; Valeria Cardellini; Francesco Lo Presti (UCC, 2023)

A Survey on Design Methodologies for Accelerating Deep Learning on Heterogeneous Architectures. - Fabrizio Ferrandi; Serena Curzel; Leandro Fiorin; Daniele Ielmini; Cristina Silvano; Francesco Conti 001; Alessio Burrello; Francesco Barchi; Luca Benini; Luciano Lavagno; Teodoro Urso; Enrico Calore; et al. (CoRR, 2023)

Dynamic Multi-Metric Thresholds for Scaling Applications Using Reinforcement Learning. - Fabiana Rossi; Valeria Cardellini; Francesco Lo Presti; Matteo Nardelli 001 (IEEE Trans. Cloud Comput., 2023)

Hierarchical Auto-scaling Policies for Data Stream Processing on Heterogeneous Resources. - Gabriele Russo Russo; Valeria Cardellini; Francesco Lo Presti (ACM Trans. Auton. Adapt. Syst., 2023)

Towards a Multi-Armed Bandit Approach for Adaptive Load Balancing in Function-as-a-Service Systems. - Gabriele Russo Russo; Enrico D'Alessandro; Valeria Cardellini; Francesco Lo Presti (ACSOS-C, 2024)

Keynote Lecture. - Valeria Cardellini (CLOSER, 2024)

Towards Energy-Aware Execution and Offloading of Serverless Functions. - Cecilia Calavaro; Gabriele Russo Russo; Martina Salvati; Valeria Cardellini; Francesco Lo Presti (FRAME@HPDC, 2024)

Efficient Probabilistic Workflow Scheduling for IaaS Clouds. - Gabriele Russo Russo; Romolo Marotta; Flavio Cordari; Francesco Quaglia; Valeria Cardellini; Pierangelo di Sanzo (CoRR, 2024)

QoS-aware offloading policies for serverless functions in the Cloud-to-Edge continuum. - Gabriele Russo Russo; Daniele Ferrarelli; Diana Pasquali; Valeria Cardellini; Francesco Lo Presti (Future Gener. Comput. Syst., 2024)

A framework for offloading and migration of serverless functions in the Edge-Cloud Continuum. - Gabriele Russo Russo; Valeria Cardellini; Francesco Lo Presti (Pervasive Mob. Comput., 2024)

Towards QoS-Aware Serverless Function Offloading in the Edge-Cloud Continuum through Reinforcement Learning. - Gabriele Russo Russo; Pierpaolo Spaziani; Valeria Cardellini (IPDPS (Workshops), 2025)

Energy-Efficient Function Invocation Scheduling for Edge FaaS Platforms. - Francesca Righetti; Biagio Cornacchia; Gabriele Russo Russo; Nicola Tonellotto; Valeria Cardellini; Carlo Vallati (SMARTCOMP, 2025)

Scalable compute continuum. - Valeria Cardellini; Patrizio Dazzi; Gabriele Mencagli; Matteo Nardelli 001; Massimo Torquati (Future Gener. Comput. Syst., 2025)

A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms. - Cristina Silvano; Daniele Ielmini; Fabrizio Ferrandi; Leandro Fiorin; Serena Curzel; Luca Benini; Francesco Conti 001; Angelo Garofalo; Cristian Zambelli; Enrico Calore; Sebastiano Fabio Schifano; Maurizio Palesi; et al. (ACM Comput. Surv., 2025)