Fabrizio Marozzo

According to our database1, Fabrizio Marozzo authored at least 56 papers between 2010 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2021
Parallel extraction of Regions-of-Interest from social media data.
Concurr. Comput. Pract. Exp., 2021

A Data-Aware Scheduling Strategy for Executing Large-Scale Distributed Workflows.
IEEE Access, 2021

2020
A sleep-and-wake technique for reducing energy consumption in BitTorrent networks.
Concurr. Comput. Pract. Exp., 2020

Ticket Sales Prediction and Dynamic Pricing Strategies in Public Transport.
Big Data Cogn. Comput., 2020

Learning Political Polarization on Social Media Using Neural Networks.
IEEE Access, 2020

M3AT: Monitoring Agents Assignment Model for Data-Intensive Applications.
Proceedings of the 28th Euromicro International Conference on Parallel, 2020

Discovering Travelers' Purchasing Behavior from Public Transport Data.
Proceedings of the Machine Learning, Optimization, and Data Science, 2020

Cloud Computing for Enabling Big Data Analysis.
Proceedings of the Cloud Computing and Services Science - 10th International Conference, 2020

2019
Infrastructures for High-Performance Computing: Cloud Computing Development Environments.
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019

Infrastructures for High-Performance Computing: Cloud Infrastructures.
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019

Cloud Computing for Big Data Analysis.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

Workflow Systems for Big Data Analysis.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

ParSoDA: high-level parallel programming for social data mining.
Soc. Netw. Anal. Min., 2019

Programming models and systems for Big Data analysis.
Int. J. Parallel Emergent Distributed Syst., 2019

A scalable middleware for context-aware mobile applications.
Int. J. Ad Hoc Ubiquitous Comput., 2019

Discovering Political Polarization on Social Media: A Case Study.
Proceedings of the 15th International Conference on Semantics, Knowledge and Grids, 2019

A Novel Data-Centric Programming Model for Large-Scale Parallel Systems.
Proceedings of the Euro-Par 2019: Parallel Processing Workshops, 2019

Developing a Cloud-Based Algorithm for Analyzing the Polarization of Social Media Users.
Proceedings of the Algorithmic Aspects of Cloud Computing - 5th International Symposium, 2019


2018
A Workflow Management System for Scalable Data Mining on Clouds.
IEEE Trans. Serv. Comput., 2018

G-RoI: Automatic Region-of-Interest Detection Driven by Geotagged Social Media Data.
ACM Trans. Knowl. Discov. Data, 2018

Analyzing polarization of social media users and news sites during political campaigns.
Soc. Netw. Anal. Min., 2018

BitTorrentSW: A Sleep-and-Wake Approach to Reduce Energy Consumption in BitTorrent Networks.
Proceedings of the 2018 International Conference on High Performance Computing & Simulation, 2018

2017
Implementing MapReduce Applications in Dynamic Cloud Environments.
Proceedings of the Cloud Computing - Principles, Systems and Applications, Second Edition, 2017

Trajectory Pattern Mining for Urban Computing in the Cloud.
IEEE Trans. Parallel Distributed Syst., 2017

SMA4TD: A social media analysis methodology for trajectory discovery in large-scale events.
Online Soc. Networks Media, 2017

A data-aware scheduling strategy for workflow execution in clouds.
Concurr. Comput. Pract. Exp., 2017

Discovering Mobility Patterns of Instagram Users through Process Mining Techniques.
Proceedings of the 2017 IEEE International Conference on Information Reuse and Integration, 2017

Evaluating a Data-Aware Scheduling Approach to Reduce Processing Costs of DMCF Workflows.
Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017

A Parallel Library for Social Media Analytics.
Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017

Appraising SPARK on Large-Scale Social Media Analysis.
Proceedings of the Euro-Par 2017: Parallel Processing Workshops, 2017

Big Data Analysis on Clouds.
Proceedings of the Handbook of Big Data Technologies, 2017

2016
Exploiting in-memory storage for improving workflow executions in cloud platforms.
J. Supercomput., 2016

Using Scalable Data Mining for Predicting Flight Delays.
ACM Trans. Intell. Syst. Technol., 2016

Nubytics: Scalable cloud services for data analysis and prediction.
Proceedings of the 2nd IEEE International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow, 2016

Analyzing social media data to discover mobility patterns at EXPO 2015: Methodology and results.
Proceedings of the International Conference on High Performance Computing & Simulation, 2016

Geocon: A Middleware for Location-Aware Ubiquitous Applications.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2016

2015
Exascale Machines Require New Programming Paradigms and Runtimes.
Supercomput. Front. Innov., 2015

JS4Cloud: script-based workflow programming for scalable data analysis on cloud platforms.
Concurr. Comput. Pract. Exp., 2015

Following soccer fans from geotagged tweets at FIFA World Cup 2014.
Proceedings of the 2nd IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, 2015

Data Analysis in the Cloud.
Elsevier, ISBN: 978-0-12-802881-0, 2015

2014
ServiceSs: An Interoperable Programming Framework for the Cloud.
J. Grid Comput., 2014

Trajectory Pattern Mining over a Cloud-Based Framework for Urban Computing.
Proceedings of the 2014 IEEE International Conference on High Performance Computing and Communications, 2014

Programming Visual and Script-based Big Data Analytics Workflows on Clouds.
Proceedings of the Big Data and High Performance Computing, 2014

2013
Scalable script-based data analysis workflows on clouds.
Proceedings of WORKS 2013: 8th Workshop On Workflows in Support of Large-Scale Science, 2013

Using Clouds for Smart City Applications.
Proceedings of the IEEE 5th International Conference on Cloud Computing Technology and Science, 2013

Cloud4SNP: Distributed Analysis of SNP Microarray Data on the Cloud.
Proceedings of the ACM Conference on Bioinformatics, 2013

2012
P2P-MapReduce: Parallel data processing in dynamic Cloud environments.
J. Comput. Syst. Sci., 2012

Large-Scale Data Analysis on Cloud Systems.
ERCIM News, 2012

A Cloud Framework for Big Data Analytics Workflows on Azure.
Proceedings of the Transition of HPC Towards Exascale Computing, 2012

Using Clouds for Scalable Knowledge Discovery Applications.
Proceedings of the Euro-Par 2012: Parallel Processing Workshops, 2012

Enabling Cloud Interoperability with COMPSs.
Proceedings of the Euro-Par 2012 Parallel Processing - 18th International Conference, 2012

2011
A Framework for Managing MapReduce Applications in Dynamic Distributed Environments.
Proceedings of the 19th International Euromicro Conference on Parallel, 2011

A Cloud Framework for Parameter Sweeping Data Mining Applications.
Proceedings of the IEEE 3rd International Conference on Cloud Computing Technology and Science, 2011

2010
A Peer-to-Peer Framework for Supporting MapReduce Applications in Dynamic Cloud Environments.
Proceedings of the Cloud Computing, Principles, Systems and Applications, 2010

Enabling Reliable MapReduce Applications in Dynamic Cloud Infrastructures.
ERCIM News, 2010


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