5 papers
Application of association rule mining to assess forest species distribution in Italy considering abiotic and biotic factors
Valeria Aloisi, Sergio Noce, Italo Epicoco +7
Biodiversity monitoring represents a pressing global priority, and assessing forest community composition plays a crucial role due to its influence on ecosystem functions. The spat…
Big Data Energy Systems: A Survey of Practices and Associated Challenges
Lunodzo J. Mwinuka, Massimo Cafaro, Lucas Pereira +1
Energy systems generate vast amounts of data in extremely short time intervals, creating challenges for efficient data management. Traditional data management methods often struggl…
Distributed P2P quantile tracking with relative value error
Marco Pulimeno, Italo Epicoco, Massimo Cafaro
In this paper we present \textsc{DUDDSketch}, a distributed version of the \textsc{UDDSketch} algorithm for accurate tracking of quantiles. The algorithm is a fully decentralized,…
Just In Time Transformers
Ahmed Ala Eddine Benali, Massimo Cafaro, Italo Epicoco +2
Precise energy load forecasting in residential households is crucial for mitigating carbon emissions and enhancing energy efficiency; indeed, accurate forecasting enables utility c…
Parallel mining of time-faded heavy hitters
Massimo Cafaro, Marco Pulimeno, Italo Epicoco
We present PFDCMSS, a novel message-passing based parallel algorithm for mining time-faded heavy hitters. The algorithm is a parallel version of the recently published FDCMSS seque…