Patrizio Dazzi

Orcid: 0000-0001-8504-1503

Affiliations:
  • University of Pisa, Department of Computer Science, Italy
  • National Research Council (CNR), Institute of Information Science and Technologies (ISTI), Pisa, Italy (PhD 2008)


According to our database1, Patrizio Dazzi authored at least 100 papers between 2005 and 2024.

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Bibliography

2024
Double Deep Q-Learning-Based Path Selection and Service Placement for Latency-Sensitive Beyond 5G Applications.
IEEE Trans. Mob. Comput., May, 2024

Decentralized Replica Management in Latency-Bound Edge Environments for Resource Usage Minimization.
IEEE Access, 2024

A declarative reasoning approach to conflict management in Intent-Based Networking.
Proceedings of the 27th Conference on Innovation in Clouds, Internet and Networks, 2024

Structuring the Continuum.
Proceedings of the Advanced Information Networking and Applications, 2024

2023
Toward Supporting XR Services: Architecture and Enablers.
IEEE Internet Things J., February, 2023

Graph neural networks for representing multivariate resource usage: A multiplayer mobile gaming case-study.
Int. J. Inf. Manag. Data Insights, 2023

Data-aware Declarative Application Management in the Cloud-IoT Continuum.
ERCIM News, 2023

Declarative Provisioning of Virtual Network Function Chains in Intent-based Networks.
Proceedings of the 9th IEEE International Conference on Network Softwarization, 2023

An Intelligent Continuum for Intelligent Applications.
Proceedings of the 3rd Workshop on Flexible Resource and Application Management on the Edge, 2023

Innovation Potential of the ACCORDION Platform.
Proceedings of the 3rd Workshop on Flexible Resource and Application Management on the Edge, 2023

DATA7: A Dataset for Assessing Resource and Application Management Solutions at the Edge.
Proceedings of the 3rd Workshop on Flexible Resource and Application Management on the Edge, 2023

TEACHING: A Computing Toolkit for Building Efficient Autonomous appliCations Leveraging Humanistic INtelliGence.
Proceedings of the 3rd Workshop on Flexible Resource and Application Management on the Edge, 2023

A Proposal for a Continuum-aware Programming Model: From Workflows to Services Autonomously Interacting in the Compute Continuum.
Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

GNOSIS: Proactive Image Placement Using Graph Neural Networks & Deep Reinforcement Learning.
Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

Declarative and Linear Programming Approaches to Service Placement, Reconciled.
Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

2022
Energy and QoE aware Placement of Applications and Data at the Edge.
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

Decentralized Federated Learning and Network Topologies: an Empirical Study on Convergence.
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

Workflows for Bringing Data Science on the Cloud/Edge Computing Continuum.
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

A Federated Cloud Solution for Transnational Mobility Data Sharing.
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

A Mathematical Model for Latency Constrained Self-Organizing Application Placement in the Edge.
Proceedings of the FRAME@HPDC 2022: Proceedings of the 2nd Workshop on Flexible Resource and Application Management on the Edge, 2022

Network Measurements with Function-as-a-Service for Distributed Low-latency Edge Applications.
Proceedings of the FRAME@HPDC 2022: Proceedings of the 2nd Workshop on Flexible Resource and Application Management on the Edge, 2022

A Novel Approach to Distributed Model Aggregation using Apache Kafka.
Proceedings of the FRAME@HPDC 2022: Proceedings of the 2nd Workshop on Flexible Resource and Application Management on the Edge, 2022

2021
CHARITY: Cloud for Holography and Cross Reality.
ERCIM News, 2021

ACCORDION: Edge Computing for NextGen Applications.
ERCIM News, 2021

Supporting Privacy Preservation by Distributed and Federated Learning on the Edge.
ERCIM News, 2021

Efficient Resources Distribution for an Ephemeral Cloud/Edge continuum.
CoRR, 2021


Impact of Network Topology on the Convergence of Decentralized Federated Learning Systems.
Proceedings of the IEEE Symposium on Computers and Communications, 2021

Inter-operability and Orchestration in Heterogeneous Cloud/Edge Resources: The ACCORDION Vision.
Proceedings of the FRAME@HPDC 2021: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge, 2021

Data Science Workflows for the Cloud/Edge Computing Continuum.
Proceedings of the FRAME@HPDC 2021: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge, 2021

Latency Preserving Self-optimizing Placement at the Edge.
Proceedings of the FRAME@HPDC 2021: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge, 2021

Collaborative Visual Environments for Evidence Taking in Digital Justice: A Design Concept.
Proceedings of the FRAME@HPDC 2021: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge, 2021

Cloud and Data Federation in MobiDataLab.
Proceedings of the FRAME@HPDC 2021: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge, 2021

An Osmotic Ecosystem for Data Streaming Applications in Smart Cities.
Proceedings of the FRAME@HPDC 2021: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge, 2021

Self-organizing Energy-Minimization Placement of QoE-Constrained Services at the Edge.
Proceedings of the Economics of Grids, Clouds, Systems, and Services, 2021



2020
Scalable Decentralized Indexing and Querying of Multi-Streams in the Fog.
J. Grid Comput., 2020

Special Issue on High Performance Services Computing and Internet Technologies.
Future Gener. Comput. Syst., 2020

2019
POLAr: Geographic Placement Optimization for Latency Sensitive Applications.
Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019

2018
SpinStreams: a Static Optimization Tool for Data Stream Processing Applications.
Proceedings of the 19th International Middleware Conference, 2018

2017
Fast Connected Components Computation in Large Graphs by Vertex Pruning.
IEEE Trans. Parallel Distributed Syst., 2017

TELOS: An Approach for Distributed Graph Processing Based on Overlay Composition.
Scalable Comput. Pract. Exp., 2017

Scalable and flexible clustering solutions for mobile phone-based population indicators.
Int. J. Data Sci. Anal., 2017

QoS-aware genetic Cloud Brokering.
Future Gener. Comput. Syst., 2017

How to Support the Machine Learning Take-Off: Challenges and Hints for Achieving Intelligent UAVs.
Proceedings of the Wireless and Satellite Systems, 2017

Dynamic Resource Selection in Cloud Service Broker.
Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017

User Behavior and Application Modeling in Decentralized Edge Cloud Infrastructures.
Proceedings of the Economics of Grids, Clouds, Systems, and Services, 2017

BASMATI: An Architecture for Managing Cloud and Edge Resources for Mobile Users.
Proceedings of the Economics of Grids, Clouds, Systems, and Services, 2017

NOA-AID: Network Overlays for Adaptive Information Aggregation, Indexing and Discovery at the Edge.
Proceedings of the Euro-Par 2017: Parallel Processing Workshops, 2017

BASMATI: Cloud Brokerage Across Borders for Mobile Users and Applications.
Proceedings of the Advances in Service-Oriented and Cloud Computing, 2017

Cloud Broker and Cloudlet for Workflow Scheduling
Springer, ISBN: 978-981-10-5070-1, 2017

2016
BASMATI - Cloud Brokerage Across Borders For Mobile Users And Applications.
ERCIM News, 2016

Challenges to be addressed for realising an Ephemeral Cloud Federation.
CoRR, 2016

Self-Optimising Decentralised Service Placement in Heterogeneous Cloud Federation.
Proceedings of the 10th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2016

Distributed graph processing: an approach based on overlay composition.
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

Improving population estimation from mobile calls: A clustering approach.
Proceedings of the IEEE Symposium on Computers and Communication, 2016

A Holistic Approach for High-level Programming of Next-generation Data-intensive Applications Targeting Distributed Heterogeneous Computing Environment.
Proceedings of the 2nd International Conference on Cloud Forward: From Distributed to Complete Computing, 2016

QoS Guarantees for Network Bandwidth in Private Clouds.
Proceedings of the 2nd International Conference on Cloud Forward: From Distributed to Complete Computing, 2016

2015
Layered Thinking in Vertex Centric Computations.
ERCIM News, 2015

Epidemic Information Diffusion: A Simple Solution to Support Community-based Recommendations in P2P Overlays.
CoRR, 2015

Tools and Models for High Level Parallel and Grid Programming.
CoRR, 2015

Distributed Current Flow Betweenness Centrality.
Proceedings of the 2015 IEEE 9th International Conference on Self-Adaptive and Self-Organizing Systems, 2015

Static and Dynamic Big Data Partitioning on Apache Spark.
Proceedings of the Parallel Computing: On the Road to Exascale, 2015

Cracker: Crumbling large graphs into connected components.
Proceedings of the 2015 IEEE Symposium on Computers and Communication, 2015

A Multi-layer Framework for Graph Processing via Overlay Composition.
Proceedings of the Euro-Par 2015: Parallel Processing Workshops, 2015

Community Discovery for Interest Management in DVEs: A Case Study.
Proceedings of the Euro-Par 2015: Parallel Processing Workshops, 2015

2014
A Hybrid Cross-Entropy Cognitive-Based Algorithm for Resource Allocation in Cloud Environments.
Proceedings of the Eighth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2014

Usage Control in Cloud Federations.
Proceedings of the 2014 IEEE International Conference on Cloud Engineering, 2014

Balanced Graph Partitioning with Apache Spark.
Proceedings of the Euro-Par 2014: Parallel Processing Workshops, 2014

An OVF toolkit supporting Inter-Cloud application splitting.
Proceedings of the 3rd IEEE International Conference on Cloud Networking, 2014

QBROKAGE: A Genetic Approach for QoS Cloud Brokering.
Proceedings of the 2014 IEEE 7th International Conference on Cloud Computing, Anchorage, AK, USA, June 27, 2014

2013
A peer-to-peer recommender system for self-emerging user communities based on gossip overlays.
J. Comput. Syst. Sci., 2013

A multi-criteria job scheduling framework for large computing farms.
J. Comput. Syst. Sci., 2013

Epeerdemics: A Peer-to-Peer Simulator Targeting Epidemic-Based Protocols.
ERCIM News, 2013

ATLAAS-P2P: A Two-Layer Architecture for Approximated Search in Peer to Peer.
ERCIM News, 2013

A Tool for Programming Embarrassingly Task Parallel Applications on CoW and NoW.
CoRR, 2013

Let's Annotate to Let Our Code Run in Parallel.
CoRR, 2013

ATLAAS-P2P: a two layer network solution for easing the resource discovery process in unstructured networks.
CoRR, 2013

Towards GROUP protocol formalization.
Proceedings of the 13th IEEE International Conference on Peer-to-Peer Computing, 2013

Smart cloud federation simulations with CloudSim.
Proceedings of the First ACM workshop on Optimization techniques for resources management in clouds, 2013

Toward Community-Driven Interest Management for Distributed Virtual Environment.
Proceedings of the Euro-Par 2013: Parallel Processing Workshops, 2013

2012
GoDel: Delaunay overlays in P2P networks via Gossip.
Proceedings of the 12th IEEE International Conference on Peer-to-Peer Computing, 2012

2011
On Democracy in Peer-to-Peer systems
CoRR, 2011

GROUP: A Gossip Based Building Community Protocol.
Proceedings of the Smart Spaces and Next Generation Wired/Wireless Networking, 2011

Cloud Federations in Contrail.
Proceedings of the Euro-Par 2011: Parallel Processing Workshops - CCPI, CGWS, HeteroPar, HiBB, HPCVirt, HPPC, HPSS, MDGS, ProPer, Resilience, UCHPC, VHPC, Bordeaux, France, August 29, 2011

Experiences with Complex User Profiles for Approximate P2P Community Matching.
Proceedings of the 11th IEEE International Conference on Computer and Information Technology, 2011

2010
Gossip Communities: Collaborative Filtering Through Peer-to-Peer Overlays (Extended Abstract).
Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, 2010

A P2P REcommender System based on Gossip Overlays (PREGO).
Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010

2009
Peer-to-Peer Clustering of Web-browsing Users.
Proceedings of the 7th Workshop on Large-Scale Distributed Systems for Information Retrieval, 2009

Challenges in designing an interest-based distributed aggregation of users in P2P systems.
Proceedings of the International Conference on Ultra Modern Telecommunications, 2009

Service and Resource Discovery supports over P2P overlays.
Proceedings of the International Conference on Ultra Modern Telecommunications, 2009

2008
Behavioural Skeletons in GCM: Autonomic Management of Grid Components.
Proceedings of the 16th Euromicro International Conference on Parallel, 2008

From Orc Models To Distributed Grid Java Code.
Proceedings of the Grid Computing, 2008

2007
MUSKEL: an expandable skeleton environment.
Scalable Comput. Pract. Exp., 2007

Workflows on Top of a Macro Data Flow Interpreter Exploiting Aspects.
Proceedings of the Making Grids Work: Proceedings of the CoreGRID Workshop on Programming Models Grid and P2P System Architecture Grid Systems, 2007

Behavioural Skeletons for Component Autonomic Management on Grids.
Proceedings of the Making Grids Work: Proceedings of the CoreGRID Workshop on Programming Models Grid and P2P System Architecture Grid Systems, 2007

2006
Joint Structured/Unstructured Parallelism Exploitation in muskel.
Proceedings of the Computational Science, 2006

PAL: Exploiting Java Annotations for Parallelism.
Proceedings of the Achievements in European Research on Grid Systems: CoreGRID Integration Workshop 2006, 2006

2005
A Java/Jini Framework Supporting Stream Parallel Computations.
Proceedings of the Parallel Computing: Current & Future Issues of High-End Computing, 2005


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