19 citations · 69 across the 9 of their papers we have counts for
9 papers
Spark-Based Anomaly Detection: the Case of Port and Net Scan
Antonia Affinito, Alessio Botta, Luigi Gallo +2
The two most spread network anomalies are port and net scan. In this work, we present and analyze the results obtained by traditional approaches for the detection of net scan and p…
Astrophysics and Big Data: Challenges, Methods, and Tools
Mauro Garofalo, Alessio Botta, Giorgio Ventre
Nowadays there is no field research which is not flooded with data. Among the sciences, Astrophysics has always been driven by the analysis of massive amounts of data. The developm…
DAMEWARE - Data Mining & Exploration Web Application Resource
Massimo Brescia, Stefano Cavuoti, Francesco Esposito +7
Astronomy is undergoing through a methodological revolution triggered by an unprecedented wealth of complex and accurate data. DAMEWARE (DAta Mining & Exploration Web Application a…
DAMEWARE: A web cyberinfrastructure for astrophysical data mining
Massimo Brescia, Stefano Cavuoti, Giuseppe Longo +14
Astronomy is undergoing through a methodological revolution triggered by an unprecedented wealth of complex and accurate data. The new panchromatic, synoptic sky surveys require ad…
Astrophysical data mining with GPU. A case study: genetic classification of globular clusters
Stefano Cavuoti, Mauro Garofalo, Massimo Brescia +4
We present a multi-purpose genetic algorithm, designed and implemented with GPGPU / CUDA parallel computing technology. The model was derived from our CPU serial implementation, na…
Genetic Algorithm Modeling with GPU Parallel Computing Technology
Stefano Cavuoti, Mauro Garofalo, Massimo Brescia +3
We present a multi-purpose genetic algorithm, designed and implemented with GPGPU / CUDA parallel computing technology. The model was derived from a multi-core CPU serial implement…