Pubblicazioni

A distributed approach for persistent homology computation on a large scale

2024 - THE JOURNAL OF SUPERCOMPUTING

Ceccaroni, Riccardo; Di Rocco, Lorenzo; Ferraro Petrillo, Umberto; Brutti, Pierpaolo

A workflow for distributed and resilient Attack Graph generation

2023 - 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S)

A Distributed Alignment-free Pipeline for Human SNPs Genotyping

2023 - Proceedings of the 14th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics

Di Rocco, L.; Ferraro Petrillo, U.

Ten quick tips for bioinformatics analyses using an Apache Spark distributed computing environment

2023 - PLOS COMPUTATIONAL BIOLOGY

Chicco, D.; Ferraro Petrillo, U.; Cattaneo, G.

Black Hole Search in Dynamic Rings: The Scattered Case

2023 - 27th International Conference on Principles of Distributed Systems (OPODIS 2023)

Di Luna, Giuseppe A.; Flocchini, Paola; Prencipe, Giuseppe; Santoro, Nicola

RLPTO: A Reinforcement Learning-Based Performance-Time Optimized Task and Resource Scheduling Mechanism for Distributed Machine Learning

2023 - IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Lu, X.; Liu, C.; Zhu, S.; Mao, Y.; Lio, P.; Hui, P.

Large Scale Graph Based Network Forensics Analysis

2021 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Di Rocco, L.; Ferraro Petrillo, U.; Palini, F.

Compacting oblivious agents on dynamic rings

2021 - PEERJ. COMPUTER SCIENCE.

Das, S.; Di Luna, G. A.; Mazzei, D.; Prencipe, G.

Cloud computing

2020 -

Bellini, Francesco; Martinescu, Diana; Satolli, Luca

Digital ledger techonologies

2020 -

Bellini, Francesco; Martinescu, Diana; Vassalli, Federica

Analyzing big datasets of genomic sequences: fast and scalable collection of k-mer statistics

2019 - BMC BIOINFORMATICS

Ferraro Petrillo, Umberto; Sorella, Mara; Cattaneo, Giuseppe; Giancarlo, Raffaele; Rombo, Simona E

Achieving efficient source camera identification on Hadoop

2019 - MULTIMEDIA TOOLS AND APPLICATIONS

Cattaneo, Giuseppe; Ferraro Petrillo, Umberto; Abate, Andrea F.; Narducci, Fabio; Barra, Silvio

Real-Time Cortical Simulations. Energy and Interconnect Scaling on Distributed Systems

2019 - Proceedings - 27th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2019

Simula, F.; Pastorelli, E.; Paolucci, P. S.; Martinelli, M.; Lonardo, A.; Biagioni, A.; Capone, C.; Capuani, F.; Cretaro, P.; De Bonis, G.; Lo Cicero, F.; Pontisso, L.; Vicini, P.; Ammendola, R.

Informational and linguistic analysis of large genomic sequence collections via efficient Hadoop cluster algorithms

2018 - BIOINFORMATICS

Ferraro Petrillo, Umberto; Roscigno, Gianluca; Cattaneo, Giuseppe; Giancarlo, Raffaele

Distance matrix pre-caching and distributed computation of internal validation indices in k-medoids clustering

2018 - Proc. of International Joint Conference on Neural Networks (IJCNN) 2018

Martino, Alessio; Rizzi, Antonello; FRATTALE MASCIOLI, Fabio Massimo

Partial Parallel Error Correction of Pair-end Short Reads using GPU

2018 - 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

Umberto, FERRARO-PETRILLO

An effective extension of the applicability of alignment-free biological sequence comparison algorithms with Hadoop

2017 - THE JOURNAL OF SUPERCOMPUTING

Cattaneo, Giuseppe; FERRARO PETRILLO, Umberto; Giancarlo, Raffaele; Roscigno, Gianluca

Mapreduce in computational biology - A synopsis

2017 - 11th Italian Workshop on Artificial Life and Evolutionary Computation, WIVACE 2016

Cattaneo, Giuseppe; Giancarlo, Raffaele; Piotto, Stefano; FERRARO PETRILLO, Umberto; Roscigno, Gianluca; Di Biasi, Luigi

An efficient implementation of the algorithm by Lukas et al. on Hadoop

2017 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Cattaneo, Giuseppe; Ferraro Petrillo, Umberto; Nappi, Michele; Narducci, Fabio; Roscigno, Gianluca

Calibration of the demand structure for dynamic traffic assignment using flow and speed data. Exploiting the advantage of distributed computing in derivative-free optimization algorithms

2017 - TRANSPORTATION RESEARCH PROCEDIA

Kostic, Bojan; Meschini, Lorenzo; Gentile, Guido

Benchmarking spark distributed data structures: A sequence analysis case study

2017 - 11th Italian Workshop on Artificial Life and Evolutionary Computation, WIVACE 2016

FERRARO PETRILLO, Umberto; Vitali, Roberto

Alignment-free sequence comparison over hadoop for computational biology

2015 - Proceedings of the International Conference on Parallel Processing Workshops

Cattaneo, Giuseppe; Ferraro Petrillo, Umberto; Giancarlo, Raffaele; Roscigno, Gianluca