Alfredo Cuzzocrea

Alfredo Cuzzocrea is a researcher at the Institute of High Performance Computing and Networking of the Italian National Research Council, Italy, and an adjunct professor at the Department of Electronics, Computer Science and Systems of the University of Calabria, Italy. His research interests include multidimensional data modelling and querying, data stream modelling and querying, data warehousing and OLAP, OLAM, XML data management, Web information systems modelling and engineering, knowledge representation and management models and techniques, Grid and P2P computing. He is author or co-author of more than 100 papers in referred international conferences (including EDBT, SSDBM, ISMIS, ADBIS, DEXA, DaWaK, DOLAP, IDEAS, SEKE, WISE, FQAS, SAC) and international journals (including DKE, JIIS, IJDWM, WIAS). He serves as program committee member of referred international conferences (including ICDM, SDM, PKDD, PAKDD, CIKM, ICDCS, ER, WISE, DASFAA, FQAS, SAC) and as review board member of referred international journals (including TODS, TKDE, TSMC, IS, DKE, JIIS, IPL, TPLP, COMPJ, DPDB, KAIS, INS, IJSEKE, FGCS). He also serves as PC Chair in several international conferences and as Guest Editor in international journals like JCSS, DKE, KAIS, IJBIDM, IJDMMM and JDIM.

Publications

Towards a Grid-Based Framework for Supporting Range Aggregate Queries Over Big Sensor Network Readings: Overview, Management, and Applications
Alfredo Cuzzocrea, Filippo Furfaro, Domenico Saccà. © 2022. 21 pages.
The problem of representing and querying sensor network readings issues new research challenges, as traditional techniques and architectures used for managing relational and...
Extracting Insights From Bitcoin Transactions: Data Warehouse Modeling and Analytical Questions
Rim Moussa, Alfredo Cuzzocrea. © 2021. 21 pages.
Bitcoin is the most well-known cryptocurrency. It was first released in 2009 by Satoshi Nakamoto. Bitcoin serves as a decentralized medium of digital exchange, with transactions...
Data Science and Distributed Intelligence
Alfredo Cuzzocrea, Mohamed Medhat Gaber. © 2015. 9 pages.
Synopsis Data Structures for XML Databases
Alfredo Cuzzocrea. © 2015. 8 pages.
Record Linkage in Data Warehousing
Alfredo Cuzzocrea, Laura Puglisi. © 2015. 10 pages.
Searching Semantic Data Warehouses
Alfredo Cuzzocrea. © 2015. 9 pages.
OLAP Over Probabilistic Data
Alfredo Cuzzocrea. © 2014. 12 pages.
OLAP over Uncertain and Imprecise Data Streams
Alfredo Cuzzocrea. © 2014. 10 pages.
OLAP over XLM Data
Alfredo Cuzzocrea. © 2014. 9 pages.
Privacy Preserving OLAP Data Cubes
Alfredo Cuzzocrea. © 2014. 12 pages.
An Envisioned Approach for Modeling and Supporting User-Centric Query Activities on Data Warehouses
Marie-Aude Aufaure, Alfredo Cuzzocrea, Cécile Favre, Patrick Marcel, Rokia Missaoui. © 2013. 21 pages.
In this vision paper, the authors discuss models and techniques for integrating, processing and querying data, information and knowledge within data warehouses in a user-centric...
Estimating the Completeness of Range Queries over Structured P2P Databases: Fundamentals, Theory, and Effective Applications to Distributed Information Systems
Alfredo Cuzzocrea, Marcel Karnstedt, Manfred Hauswirth, Kai-Uwe Sattler, Roman Schmidt. © 2012. 31 pages.
Range queries are a very powerful tool in a wide range of data management systems and are vital to a multitude of applications. The hierarchy of structured overlay systems can be...
Effectively and Efficiently Designing and Querying Parallel Relational Data Warehouses on Heterogeneous Database Clusters: The F&A Approach
Ladjel Bellatreche, Alfredo Cuzzocrea, Soumia Benkrid. © 2012. 35 pages.
In this paper, a comprehensive methodology for designing and querying Parallel Rational Data Warehouses (PRDW) over database clusters, called Fragmentation & Allocation (F&A) is...
International Journal of Distributed Systems and Technologies (IJDST)
Nik Bessis. Est. 2010.
The International Journal of Distributed Systems and Technologies (IJDST) focuses on integration techniques, methods, and tools employed in applied distributed computing systems...
Intelligent Techniques for Warehousing and Mining Sensor Network Data
Alfredo Cuzzocrea. © 2010. 424 pages.
Sensor network data management poses new challenges outside the scope of conventional systems where data is represented and regulated. Intelligent Techniques for Warehousing and...
Improving OLAP Analysis of Multidimensional Data Streams via Efficient Compression Techniques
Alfredo Cuzzocrea, Filippo Furfaro, Elio Masciari, Domenico Saccà. © 2010. 33 pages.
Sensor networks represent a leading case of data stream sources coming from real-life application scenarios. Sensors are non-reactive elements which are used to monitor real-life...
XP2P: A Framework for Fragmenting and Managing XML Data over Structured Peer-to-Peer Networks
Angela Bonifati, Alfredo Cuzzocrea. © 2010. 27 pages.
This chapter presents XP2P (XPath for P2P), a framework for fragmenting and managing XML data over structured peer-to-peer networks. XP2P is characterized by an innovative...
Histogram-Based Compression of Databases and Data Cubes
Alfredo Cuzzocrea. © 2009. 14 pages.
Histograms have been extensively studied and applied in the context of Selectivity Estimation (Kooi, 1980; Muralikrishna & DeWitt, 1998; Piatetsky-Shapiro et al., 1984; Poosala...
Data Cube Compression Techniques: A Theoretical Review
Alfredo Cuzzocrea. © 2009. 7 pages.
OnLine Analytical Processing (OLAP) research issues (Gray, Chaudhuri, Bosworth, Layman, Reichart & Venkatrao, 1997) such as data cube modeling, representation, indexing and...
OLAP Visualization: Models, Issues, and Techniques
Alfredo Cuzzocrea, Svetlana Mansmann. © 2009. 8 pages.
The problem of efficiently visualizing multidimensional data sets produced by scientific and statistical tasks/ processes is becoming increasingly challenging, and is attracting...
Privacy Preserving OLAP and OLAP Security
Alfredo Cuzzocrea, Vincenzo Russo. © 2009. 7 pages.
The problem of ensuring the privacy and security of OLAP data cubes (Gray et al., 1997) arises in several fields ranging from advanced Data Warehousing (DW) and Business...
View Selection in DW and OLAP: A Theoretical Review
Alfredo Cuzzocrea. © 2009. 8 pages.
Data Warehousing (DW) systems store materialized views, data marts and data cubes, and provide nicely data exploration and analysis interfaces via OnLine Analytical Processing...
Histogram-Based Compression of Databases and Data Cubes
Alfredo Cuzzocrea. © 2009. 10 pages.
Histograms have been extensively studied and applied in the context of Selectivity Estimation (Kooi, 1980; Muralikrishna & DeWitt, 1998; Piatetsky-Shapiro et al., 1984; Poosala...
Models and Techniques for Approximate Queries in OLAP
Alfredo Cuzzocrea. © 2009. 6 pages.
Since the size of the underlying data warehouse server (DWS) is usually very large, response time needed for computing queries is the main issue in decision support systems...
Synopsis Data Structures for Representing, Querying, and Mining Data Streams
Alfredo Cuzzocrea. © 2009. 15 pages.
Data-stream query processing and mining is an emerging challenge for the database research community. This issue has recently gained the attention from the academic as well as...
A Query-Strategy-Focused Taxonomy of P2P IR Techniques
Alfredo Cuzzocrea. © 2009. 13 pages.
During the last years, there was a growing interest in peer-to-peer (P2P) systems, mainly because they fit a wide number of real-life ICT applications. Digital libraries are only...
Innovative Access and Query Schemes for Mobile Databases and Data Warehouses
Alfredo Cuzzocrea. © 2009. 12 pages.
Thanks to the explosion of the wireless technology, mobile environments are becoming the leading software platforms for extracting knowledge and interacting with enterprise...
Modeling and Querying XMLBased P2P Information Systems: A Semantics-Based Approach
Alfredo Cuzzocrea. © 2009. 36 pages.
Knowledge representation and management techniques can be efficiently used to improve data modeling and IR functionalities of P2P Information Systems, which have recently...
Semantics-Aware Advanced OLAP Visualization of Multidimensional Data Cubes
Alfredo Cuzzocrea, Domenico Sacca, Paolo Serafino. © 2008. 30 pages.
Efficiently supporting advanced OLAP visualization of multidimensional data cubes is a novel and challenging research topic, which results to be of interest for a large family of...
Semantics-Aware Advanced OLAP Visualization of Multidimensional Data Cubes
Alfredo Cuzzocrea, Domenico Sacca, Paolo Serafino. © 2007. 30 pages.
Efficiently supporting advanced OLAP visualization of multidimensional data cubes is a novel and challenging research topic, which results to be of interest for a large family of...