Valeria Cardellini

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 62

Top Venues

Future Gener. Comput. Syst.

DEBS

CoRR

ISCC

Publications

Gabriele Russo Russo, Daniele Ferrarelli, Diana Pasquali, Valeria Cardellini, Francesco Lo Presti
QoS-aware offloading policies for serverless functions in the Cloud-to-Edge continuum. Future Gener. Comput. Syst. 156 (2024)
Valeria Cardellini
Keynote Lecture. CLOSER (2024)
Gabriele Russo Russo, Valeria Cardellini, Francesco Lo Presti
A framework for offloading and migration of serverless functions in the Edge-Cloud Continuum. Pervasive Mob. Comput. 100 (2024)
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, Thomas Ilsche, Thomas Jakobsche, Terry R. Jones, Sven Karlsson, Abdullah Mueen, Michael Ott, Tapasya Patki, Ivy Peng, Krishnan Raghavan, Stephen Simms, Kathleen Shoga, Michael T. Showerman, Devesh Tiwari, Torsten Wilde, Keiji Yamamoto
Autonomy Loops for Monitoring, Operational Data Analytics, Feedback, and Response in HPC Operations. CoRR (2024)
Cecilia Calavaro, Gabriele Russo Russo, Martina Salvati, Valeria Cardellini, Francesco Lo Presti
Towards Energy-Aware Execution and Offloading of Serverless Functions. FRAME@HPDC (2024)
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, Thomas Ilsche, Thomas Jakobsche, Terry R. Jones, Sven Karlsson, Abdullah Mueen, Michael Ott, Tapasya Patki, Ivy Peng, Krishnan Raghavan, Stephen Simms, Kathleen Shoga, Michael T. Showerman, Devesh Tiwari, Torsten Wilde, Keiji Yamamoto
Autonomy Loops for Monitoring, Operational Data Analytics, Feedback, and Response in HPC Operations. CLUSTER Workshops (2023)
Matteo Nardelli, Gabriele Russo Russo, Valeria Cardellini
Compute Continuum: What Lies Ahead? Euro-Par Workshops (1) (2023)
Gabriele Russo Russo, Tiziana Mannucci, Valeria Cardellini, Francesco Lo Presti
Artifact: Serverledge: Decentralized Function-as-a-Service for the Edge-Cloud Continuum. PerCom Workshops (2023)
Federica Filippini, Riccardo Cavadini, Danilo Ardagna, Riccardo Lancellotti, Gabriele Russo Russo, Valeria Cardellini, Francesco Lo Presti
FIGARO: reinForcement learnInG mAnagement acRoss the computing cOntinuum. UCC (2023)
Fabrizio Ferrandi, Serena Curzel, Leandro Fiorin, Daniele Ielmini, Cristina Silvano, Francesco Conti, Alessio Burrello, Francesco Barchi, Luca Benini, Luciano Lavagno, Teodoro Urso, Enrico Calore, Sebastiano Fabio Schifano, Cristian Zambelli, Maurizio Palesi, Giuseppe Ascia, Enrico Russo, Nicola Petra, Davide De Caro, Gennaro Di Meo, Valeria Cardellini, Salvatore Filippone, Francesco Lo Presti, Francesco Silvestri, Paolo Palazzari, Stefania Perri
A Survey on Design Methodologies for Accelerating Deep Learning on Heterogeneous Architectures. CoRR (2023)
Gabriele Russo Russo, Valeria Cardellini, Francesco Lo Presti
Hierarchical Auto-scaling Policies for Data Stream Processing on Heterogeneous Resources. ACM Trans. Auton. Adapt. Syst. 18 (4) (2023)
Cristina Silvano, Daniele Ielmini, Fabrizio Ferrandi, Leandro Fiorin, Serena Curzel, Luca Benini, Francesco Conti, Angelo Garofalo, Cristian Zambelli, Enrico Calore, Sebastiano Fabio Schifano, Maurizio Palesi, Giuseppe Ascia, Davide Patti, Stefania Perri, Nicola Petra, Davide De Caro, Luciano Lavagno, Teodoro Urso, Valeria Cardellini, Gian Carlo Cardarilli, Robert Birke
A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms. CoRR (2023)
Gabriele Russo Russo, Valeria Cardellini, Francesco Lo Presti
Serverless Functions in the Cloud-Edge Continuum: Challenges and Opportunities. PDP (2023)
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, Giuseppa Muscianisi, Francesca Righetti, Eva Sciacca, Nicola Tonellotto, Mauro Tortonesi, Paolo Trunfio, Tullio Vardanega
A Systematic Mapping Study of Italian Research on Workflows. SC Workshops (2023)
Gabriele Russo Russo, Tiziana Mannucci, Valeria Cardellini, Francesco Lo Presti
Serverledge: Decentralized Function-as-a-Service for the Edge-Cloud Continuum. PERCOM (2023)
Fabiana Rossi, Valeria Cardellini, Francesco Lo Presti, Matteo Nardelli
Dynamic Multi-Metric Thresholds for Scaling Applications Using Reinforcement Learning. IEEE Trans. Cloud Comput. 11 (2) (2023)
Cecilia Calavaro, Gabriele Russo Russo, Valeria Cardellini
Real-time analysis of market data leveraging Apache Flink. DEBS (2022)
Valeria Cardellini, Francesco Lo Presti, Matteo Nardelli, Gabriele Russo Russo
Runtime Adaptation of Data Stream Processing Systems: The State of the Art. ACM Comput. Surv. 54 (11s) (2022)
Philipp Raith, Thomas Rausch, Schahram Dustdar, Fabiana Rossi, Valeria Cardellini, Rajiv Ranjan
Mobility-Aware Serverless Function Adaptations Across the Edge-Cloud Continuum. UCC (2022)
Valeria Cardellini, Emiliano Casalicchio, Stefano Iannucci, Matteo Lucantonio, Sudip Mittal, Damodar Panigrahi, Andrea Silvi
An Intrusion Response System utilizing Deep Q-Networks and System Partitions. CoRR (2022)
Valeria Cardellini, Emiliano Casalicchio, Stefano Iannucci, Matteo Lucantonio, Sudip Mittal, Damodar Panigrahi, Andrea Silvi
irs-partition: An Intrusion Response System utilizing Deep Q-Networks and system partitions. SoftwareX 19 (2022)
Gabriele Russo Russo, Alfredo Milani, Stefano Iannucci, Valeria Cardellini
Towards QoS-Aware Function Composition Scheduling in Apache OpenWhisk. PerCom Workshops (2022)
Valeria Cardellini, Gabriele Mencagli, Massimo Torquati
The 4th International Workshop on Autonomic Solutions for Parallel and Distributed Data Stream Processing (Auto-DaSP 2021). ICPE (2021)
Gabriele Russo Russo, Valeria Cardellini, Giuliano Casale, Francesco Lo Presti
MEAD: Model-Based Vertical Auto-Scaling for Data Stream Processing. CCGRID (2021)
Gabriele Russo Russo, Antonio Schiazza, Valeria Cardellini
Elastic Pulsar Functions for Distributed Stream Processing. ICPE (Companion) (2021)
Stefano Iannucci, Jesse Ables, William Anderson, Bhuvanesh Abburi, Valeria Cardellini, Ioana Banicescu
A Performance-Oriented Comparison of Neural Network Approaches for Anomaly-based Intrusion Detection. SSCI (2021)
Lars Lundberg, Håkan Grahn, Valeria Cardellini, Andreas Polze, Sogand Shirinbab
Editorial to the Special Issue on Big Data in Industrial and Commercial Applications. Big Data Res. 26 (2021)
Fabiana Rossi, Simone Falvo, Valeria Cardellini
GOFS: Geo-distributed Scheduling in OpenFaaS. ISCC (2021)
Fabiana Rossi, Valeria Cardellini, Francesco Lo Presti, Matteo Nardelli
Geo-distributed efficient deployment of containers with Kubernetes. Comput. Commun. 159 (2020)
Valeria Cardellini, Valerio Di Valerio, Francesco Lo Presti
Game-Theoretic Resource Pricing and Provisioning Strategies in Cloud Systems. IEEE Trans. Serv. Comput. 13 (1) (2020)
Stefano Iannucci, Valeria Cardellini, Ovidiu Daniel Barba, Ioana Banicescu
A hybrid model-free approach for the near-optimal intrusion response control of non-stationary systems. Future Gener. Comput. Syst. 109 (2020)
Giacomo Belocchi, Valeria Cardellini, Aniello Cammarano, Giuseppe Bianchi
Paxos in the NIC: Hardware Acceleration of Distributed Consensus Protocols. DRCN (2020)
Fabiana Rossi, Valeria Cardellini, Francesco Lo Presti
Hierarchical Scaling of Microservices in Kubernetes. ACSOS (2020)
Marco Aldinucci, Valeria Cardellini, Gabriele Mencagli, Massimo Torquati
Data stream processing in HPC systems: New frameworks and architectures for high-frequency streaming. Parallel Comput. 98 (2020)
Fabiana Rossi, Valeria Cardellini, Francesco Lo Presti
Self-adaptive Threshold-based Policy for Microservices Elasticity. MASCOTS (2020)
Fabiana Rossi, Matteo Nardelli, Valeria Cardellini
Horizontal and Vertical Scaling of Container-Based Applications Using Reinforcement Learning. CLOUD (2019)
Matteo Nardelli, Valeria Cardellini, Vincenzo Grassi, Francesco Lo Presti
Efficient Operator Placement for Distributed Data Stream Processing Applications. IEEE Trans. Parallel Distributed Syst. 30 (8) (2019)
Fabiana Rossi, Valeria Cardellini, Francesco Lo Presti
Elastic Deployment of Software Containers in Geo-Distributed Computing Environments. ISCC (2019)
Ambra Abdullahi Hassan, Valeria Cardellini, Pasqua D'Ambra, Daniela di Serafino, Salvatore Filippone
Efficient Algebraic Multigrid Preconditioners on Clusters of GPUs. Parallel Process. Lett. 29 (1) (2019)
Stefano Iannucci, Ovidiu Daniel Barba, Valeria Cardellini, Ioana Banicescu
A Performance Evaluation of Deep Reinforcement Learning for Model-Based Intrusion Response. FAS*W@SASO/ICAC (2019)
Valeria Cardellini, Francesco Lo Presti, Matteo Nardelli, Fabiana Rossi
Self-adaptive Container Deployment in the Fog: A Survey. ALGOCLOUD (2019)
Gabriele Russo Russo, Valeria Cardellini, Francesco Lo Presti
Reinforcement Learning Based Policies for Elastic Stream Processing on Heterogeneous Resources. DEBS (2019)
Valeria Cardellini, Gabriele Mencagli, Domenico Talia, Massimo Torquati
New Landscapes of the Data Stream Processing in the era of Fog Computing. Future Gener. Comput. Syst. 99 (2019)
Matteo Nardelli, Gabriele Russo Russo, Valeria Cardellini, Francesco Lo Presti
A Multi-level Elasticity Framework for Distributed Data Stream Processing. Euro-Par Workshops (2018)
Matteo Nardelli, Valeria Cardellini, Emiliano Casalicchio
Multi-Level Elastic Deployment of Containerized Applications in Geo-Distributed Environments. FiCloud (2018)
Valeria Cardellini, Francesco Lo Presti, Matteo Nardelli, Gabriele Russo Russo
Decentralized self-adaptation for elastic Data Stream Processing. Future Gener. Comput. Syst. 87 (2018)
Gabriele Russo Russo, Matteo Nardelli, Valeria Cardellini, Francesco Lo Presti
Multi-Level Elasticity for Wide-Area Data Streaming Systems: A Reinforcement Learning Approach. Algorithms 11 (9) (2018)
Emiliano Casalicchio, Valeria Cardellini, Gianluca Interino, Monica Palmirani
Research challenges in legal-rule and QoS-aware cloud service brokerage. Future Gener. Comput. Syst. 78 (2018)
Valeria Cardellini, Francesco Lo Presti, Matteo Nardelli, Gabriele Russo Russo
Optimal operator deployment and replication for elastic distributed data stream processing. Concurr. Comput. Pract. Exp. 30 (9) (2018)
Valeria Cardellini, Francesco Lo Presti, Matteo Nardelli, Gabriele Russo Russo
Towards Hierarchical Autonomous Control for Elastic Data Stream Processing in the Fog. Euro-Par Workshops (2017)
Valeria Cardellini, Francesco Lo Presti, Matteo Nardelli, Gabriele Russo Russo
Auto-Scaling in Data Stream Processing Applications: A Model-Based Reinforcement Learning Approach. InfQ@VALUETOOLS (2017)
Valeria Cardellini, Vincenzo Grassi, Francesco Lo Presti, Matteo Nardelli
Optimal Operator Replication and Placement for Distributed Stream Processing Systems. SIGMETRICS Perform. Evaluation Rev. 44 (4) (2017)
Ambra Abdullahi Hassan, Valeria Cardellini, Salvatore Filippone
Solving Sparse Linear Systems of Equations Using Fortran Coarrays. PARCO (2017)
Valeria Cardellini, Alessandro Fanfarillo, Salvatore Filippone
Coarray-based load balancing on heterogeneous and many-core architectures. Parallel Comput. 68 (2017)
Salvatore Filippone, Valeria Cardellini, Davide Barbieri, Alessandro Fanfarillo
Sparse Matrix-Vector Multiplication on GPGPUs. ACM Trans. Math. Softw. 43 (4) (2017)
Ambra Abdullahi Hassan, Valeria Cardellini, Salvatore Filippone
A framework for unit testing with coarray Fortran. SpringSim (HPC) (2017)
Valeria Cardellini, Matteo Nardelli, Dario Luzi
Elastic stateful stream processing in storm. HPCS (2016)
Valeria Cardellini, Vittoria De Nitto Persone, Valerio Di Valerio, Francisco Facchinei, Vincenzo Grassi, Francesco Lo Presti, Veronica Piccialli
A game-theoretic approach to computation offloading in mobile cloud computing. Math. Program. 157 (2) (2016)
Valeria Cardellini, Alessandro Fanfarillo, Salvatore Filippone
Heterogeneous CAF-Based Load Balancing on Intel Xeon Phi. IPDPS Workshops (2016)
Valeria Cardellini, Vincenzo Grassi, Francesco Lo Presti, Matteo Nardelli
Joint Operator Replication and Placement Optimization for Distributed Streaming Applications. VALUETOOLS (2016)
Valeria Cardellini, Vincenzo Grassi, Francesco Lo Presti, Matteo Nardelli
Optimal operator placement for distributed stream processing applications. DEBS (2016)
Giacomo Marciani, Marco Piu, Michele Porretta, Matteo Nardelli, Valeria Cardellini
Real-time analysis of social networks leveraging the flink framework. DEBS (2016)
Valeria Cardellini, Vincenzo Grassi, Francesco Lo Presti, Matteo Nardelli
On QoS-aware scheduling of data stream applications over fog computing infrastructures. ISCC (2015)
Valeria Cardellini, Alessandro Fanfarillo, Salvatore Filippone, Damian W. I. Rouson
Hybrid Coarrays: a PGAS Feature for Many-Core Architectures. PARCO (2015)
Davide Barbieri, Valeria Cardellini, Salvatore Filippone
SIMPL: A Pattern Language for Writing Efficient Kernels on GPGPU. SE4HPCS@ICSE (2015)
Marco Abundo, Valerio Di Valerio, Valeria Cardellini, Francesco Lo Presti
QoS-aware bidding strategies for VM spot instances: A reinforcement learning approach applied to periodic long running jobs. IM (2015)
Valeria Cardellini, Vincenzo Grassi, Francesco Lo Presti, Matteo Nardelli
Distributed QoS-aware scheduling in storm. DEBS (2015)
Valeria Cardellini, Mirko D'Angelo, Vincenzo Grassi, Moreno Marzolla, Raffaela Mirandola
A Decentralized Approach to Network-Aware Service Composition. ESOCC (2015)
Valeria Cardellini, Salvatore Filippone, Damian W. I. Rouson
Design patterns for sparse-matrix computations on hybrid CPU/GPU platforms. Sci. Program. 22 (1) (2014)
Marco Abundo, Valerio Di Valerio, Valeria Cardellini, Francesco Lo Presti
Bidding Strategies in QoS-Aware Cloud Systems Based on N-Armed Bandit Problems. NCCA (2014)
Davide Barbieri, Valeria Cardellini, Salvatore Filippone
Exhaustive Key Search on Clusters of GPUs. IPDPS Workshops (2014)
Valeria Cardellini, Alessandro Fanfarillo, Salvatore Filippone
Sparse matrix computations on clusters with GPGPUs. HPCS (2014)
Alessandro Fanfarillo, Tobias Burnus, Valeria Cardellini, Salvatore Filippone, Dan Nagle, Damian W. I. Rouson
OpenCoarrays: Open-source Transport Layers Supporting Coarray Fortran Compilers. PGAS (2014)
Azlan Ismail, Valeria Cardellini
Decentralized Planning for Self-Adaptation in Multi-cloud Environment. ESOCC Workshops (2014)
Alessandro Fanfarillo, Tobias Burnus, Valeria Cardellini, Salvatore Filippone, Dan Nagle, Damian W. I. Rouson
Coarrays in GNU Fortran. PACT (2014)
Valerio Di Valerio, Valeria Cardellini, Francesco Lo Presti
Optimal Pricing and Service Provisioning Strategies in Cloud Systems: A Stackelberg Game Approach. IEEE CLOUD (2013)
Valeria Cardellini, Emiliano Casalicchio, Vincenzo Grassi, Stefano Iannucci, Francesco Lo Presti, Raffaela Mirandola
MOSES: A Platform for Experimenting with QoS-Driven Self-Adaptation Policies for Service Oriented Systems. Software Engineering for Self-Adaptive Systems (2013)
Davide Barbieri, Valeria Cardellini, Salvatore Filippone
Fast Uniform Grid Construction on GPGPUs Using Atomic Operations. PARCO (2013)
Valeria Cardellini, Valerio Di Valerio, Vincenzo Grassi, Stefano Iannucci, Francesco Lo Presti
QoS Driven Per-Request Load-Aware Service Selection in Service Oriented Architectures. Int. J. Softw. Informatics 7 (2) (2013)
Azlan Ismail, Valeria Cardellini
Towards Self-adaptation Planning for Complex Service-Based Systems. ICSOC Workshops (2013)
Valeria Cardellini, Alessandro Fanfarillo, Salvatore Filippone
Heterogeneous Sparse Matrix Computations on Hybrid GPU/CPU Platforms. PARCO (2013)
Valeria Cardellini, Stefano Iannucci
Designing a flexible and modular architecture for a private cloud: a case study. VTDC@HPDC (2012)
Valeria Cardellini, Emiliano Casalicchio, Vincenzo Grassi, Stefano Iannucci, Francesco Lo Presti, Raffaela Mirandola
MOSES: A Framework for QoS Driven Runtime Adaptation of Service-Oriented Systems. IEEE Trans. Software Eng. 38 (5) (2012)
Marco Abundo, Valeria Cardellini, Francesco Lo Presti
Admission control policies for a multi-class QoS-aware service oriented architecture. SIGMETRICS Perform. Evaluation Rev. 39 (4) (2012)
Valeria Cardellini, Emiliano Casalicchio, Francesco Lo Presti, Luca Silvestri
SLA-aware Resource Management for Application Service Providers in the Cloud. NCCA (2011)
Davide Barbieri, Valeria Cardellini, Salvatore Filippone, Damian W. I. Rouson
Design Patterns for Scientific Computations on Sparse Matrices. Euro-Par Workshops (1) (2011)
Marco Abundo, Valeria Cardellini, Francesco Lo Presti
An MDP-based admission control for a QoS-aware service-oriented system. IWQoS (2011)
Marco Abundo, Valeria Cardellini, Francesco Lo Presti
Optimal Admission Control for a QoS-Aware Service-Oriented System. ServiceWave (2011)
Valeria Cardellini, Valerio Di Valerio, Vincenzo Grassi, Stefano Iannucci, Francesco Lo Presti
A Performance Comparison of QoS-Driven Service Selection Approaches. ServiceWave (2011)
Valeria Cardellini, Valerio Di Valerio, Vincenzo Grassi, Stefano Iannucci, Francesco Lo Presti
A new approach to QoS driven service selection in service oriented architectures. SOSE (2011)
Valeria Cardellini, Stefano Iannucci
Designing a Broker for QoS-driven Runtime Adaptation of SOA Applications. ICWS (2010)
Valeria Cardellini, Emiliano Casalicchio, Vincenzo Grassi, Francesco Lo Presti
Adaptive Management of Composite Services under Percentile-Based Service Level Agreements. ICSOC (2010)
Alessandro Bellucci, Valeria Cardellini, Valerio Di Valerio, Stefano Iannucci
A Scalable and Highly Available Brokering Service for SLA-Based Composite Services. ICSOC (2010)
Valeria Cardellini, Emiliano Casalicchio, Vincenzo Grassi, Francesco Lo Presti
On Guaranteeing Global Dependability Properties in Collaborative Business Process Management. BSME (2010)
Valeria Cardellini, Emiliano Casalicchio, Vincenzo Grassi, Francesco Lo Presti, Raffaela Mirandola
Qos-driven runtime adaptation of service oriented architectures. ESEC/SIGSOFT FSE (2009)
Valeria Cardellini, Emiliano Casalicchio, Vincenzo Grassi, Francesco Lo Presti, Raffaela Mirandola
A Scalable Approach to QoS-Aware Self-adaption in Service-Oriented Architectures. QSHINE (2009)
Davide Barbieri, Valeria Cardellini, Salvatore Filippone
Generalized GEMM Kernels on GPGPUs: Experiments and Applications. PARCO (2009)
Valeria Cardellini, Emiliano Casalicchio, Vincenzo Grassi, Francesco Lo Presti, Raffaela Mirandola
Towards Self-adaptation for Dependable Service-Oriented Systems. WADS (2008)
Valeria Cardellini, Emiliano Casalicchio, Vincenzo Grassi, Francesco Lo Presti
Flow-Based Service Selection forWeb Service Composition Supporting Multiple QoS Classes. ICWS (2007)
Valeria Cardellini, Emiliano Casalicchio, Vincenzo Grassi, Francesco Lo Presti
Efficient provisioning of service level agreements for service oriented applications. IW-SOSWE (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Valeria Cardellini