Michele Scarpiniti | Ricerc@Sapienza

Publications

Title	Published on	Year
VirtFogSim: A parallel toolbox for dynamic energy-delay performance testing and optimization of 5G Mobile-Fog-Cloud virtualized platforms	APPLIED SCIENCES	2019
EcoMobiFog–Design and dynamic optimization of a 5G Mobile-Fog-Cloud Multi-Tier ecosystem for the real-time distributed execution of stream applications	IEEE ACCESS	2019
Frequency-domain adaptive filtering: from real to hypercomplex signal processing	2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019)	2019
SmartFog: Training the Fog for the energy-saving analytics of Smart-Meter data	APPLIED SCIENCES	2019
Convex combination of spline adaptive filters	Proceedings of the 27th European Signal Processing Conference (EUSIPCO2019)	2019
A multimodal dense U-Net for accelerating multiple sclerosis MRI	IEEE International Workshop on Machine Learning for Signal Processing, MLSP	2019
Energy performance of heuristics and meta-heuristics for real-time joint resource scaling and consolidation in virtualized networked data centers	THE JOURNAL OF SUPERCOMPUTING	2018
A Supervised Machine Learning-Based Sound Identification for Construction Activity Monitoring and Performance Evaluation	Construction Research Congress 2018: Construction Information Technology	2018
Design and energy-efficient resource management of virtualized networked Fog architectures for the real-time support of IoT applications	THE JOURNAL OF SUPERCOMPUTING	2018
Fog-supported delay-constrained energy-saving live migration of VMs over multiPath TCP/IP 5G connections	IEEE ACCESS	2018
Fog of social IoT: when the fog becomes social	IEEE NETWORK	2018
Combined sparse regularization for nonlinear adaptive filters	Proceedings of the 26th European Signal Processing Conference (EUSIPCO)	2018
Sparse functional link adaptive filter using an ℓ1-norm regularization	Proceedings - IEEE International Symposium on Circuits and Systems	2018
Spline adaptive filters: Theory and applications	Adaptive Learning Methods for Nonlinear System Modeling	2018
Frequency domain quaternion adaptive filters: Algorithms and convergence performance	SIGNAL PROCESSING	2017
Q*: energy and delay-efficient dynamic queue management in TCP/IP virtualized data centers	COMPUTER COMMUNICATIONS	2017
Combined nonlinear filtering architectures involving sparse functional link adaptive filters	SIGNAL PROCESSING	2017
Fog of everything: energy-efficient networked computing architectures, research challenges, and a case study	IEEE ACCESS	2017
Effective blind source separation based on the adam algorithm	Multidisciplinary approaches to neural computing	2017
On the influence of microphone array geometry on the behavior of hypercomplex adaptive filters	Proc. Microwaves, Radar and Remote Sensing Symposium (MRRS)	2017

ERC

PE6_11
PE7_7

KET

Big data & computing

Interessi di ricerca

Keywords

audio

adaptive signal processing

complex nonlinear filters

energy aware machine learning

fog computing (FC)

Progetti di Ricerca

DeepFog-2: Optimized distributed implementation of Deep Learning models over networked multitier Fog platforms for IoT stream applications
Vehicular Fog for energy-efficient QoS mining and dissemination of multimedia Big Data streams 2 (V-Fog2)
End-to-End Learning for 3D Acoustic Scene Analysis (ELeSA)
SoFT-2: Fog of Social IoT

Gruppi di ricerca

ISPAMM - Intelligent Signal Processing and MulitiMedia