Workflow systems for science: Concepts and tools

D Talia - International Scholarly Research Notices, 2013 - Wiley Online Library
The wide availability of high‐performance computing systems, Grids and Clouds, allowed
scientists and engineers to implement more and more complex applications to access and …

Big data (lost) in the cloud

B Di Martino, R Aversa, G Cretella… - … Journal of Big …, 2014 - inderscienceonline.com
The big data era poses a critically difficult challenge and striking development opportunities
to high performance computing (HPC). The major problem is an efficient transformation of …

A workflow management system for scalable data mining on clouds

F Marozzo, D Talia, P Trunfio - IEEE Transactions on Services …, 2016 - ieeexplore.ieee.org
The extraction of useful information from data is often a complex process that can be
conveniently modeled as a data analysis workflow. When very large data sets must be …

Ensembles of incremental learners to detect anomalies in ad hoc sensor networks

HHWJ Bosman, G Iacca, A Tejada, HJ Wörtche… - ad hoc networks, 2015 - Elsevier
In the past decade, rapid technological advances in the fields of electronics and
telecommunications have given rise to versatile, ubiquitous decentralized embedded sensor …

A new web-based solution for modelling data mining processes

V Medvedev, O Kurasova, J Bernatavičienė… - … Modelling Practice and …, 2017 - Elsevier
The conventional technologies and methods are not able to store and analyse recent data
that come from different sources: various devices, sensors, networks, transactional …

A comprehensive survey on cloud data mining (CDM) frameworks and algorithms

HB Barua, KC Mondal - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
Data mining is used for finding meaningful information out of a vast expanse of data. With
the advent of Big Data concept, data mining has come to much more prominence …

The value of open government data: A strategic analysis framework

T Jetzek, M Avital, N Bjørn-Andersen - 2012 - research.cbs.dk
Government data has been accumulated for centuries in protected repositories and
registries as public record and a matter of civil order. Recently, the Open Government Data …

Cloud4SNP: distributed analysis of SNP microarray data on the cloud

G Agapito, M Cannataro, PH Guzzi, F Marozzo… - Proceedings of the …, 2013 - dl.acm.org
Pharmacogenomics studies the impact of genetic variation of patients on drug responses
and searches for correlations between gene expression or Single Nucleotide …

A survey of mass data mining based on cloud-computing

T Hu, H Chen, L Huang, X Zhu - Anti-counterfeiting, Security …, 2012 - ieeexplore.ieee.org
Since 2007, the business calculation model-cloud computing was proposed. Promoted
greatly by great companies, cloud computing is developing at a very rapid pace. With the …

[图书][B] Service-oriented distributed knowledge discovery

D Talia, P Trunfio - 2013 - api.taylorfrancis.com
Data analysis techniques and services are needed to mine the massive amount of data
available and to extract useful knowledge from it. e service-oriented architecture (SOA) is …