Monica Vitali

Monica Vitali

Politecnico di Milano

H-index: 16

Europe-Italy

About Monica Vitali

Monica Vitali, With an exceptional h-index of 16 and a recent h-index of 11 (since 2020), a distinguished researcher at Politecnico di Milano, specializes in the field of computer science, machine learning, adaptive systems, information systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

A data-centric approach for reducing carbon emissions in deep learning

Intent-driven orchestration: Enforcing service level objectives for cloud native deployments

Data and Information Quality

Pipeline design for data preparation for social media analysis

Enriching Cloud-native Applications with Sustainability Features

Special issue on co-design of data and computation management in Fog Computing

Efficient Data as a Service in Fog Computing: An Adaptive Multi-Agent Based Approach

Towards greener applications: Enabling sustainable-aware cloud native applications design

Monica Vitali Information

University

Position

___

Citations(all)

687

Citations(since 2020)

452

Cited By

423

hIndex(all)

16

hIndex(since 2020)

11

i10Index(all)

22

i10Index(since 2020)

12

Email

University Profile Page

Politecnico di Milano

Google Scholar

View Google Scholar Profile

Monica Vitali Skills & Research Interests

computer science

machine learning

adaptive systems

information systems

Top articles of Monica Vitali

Title

Journal

Author(s)

Publication Date

A data-centric approach for reducing carbon emissions in deep learning

Martín Anselmo

Monica Vitali

2023/6/8

Intent-driven orchestration: Enforcing service level objectives for cloud native deployments

SN Computer Science

Thijs Metsch

Magdalena Viktorsson

Adrian Hoban

Monica Vitali

Ravi Iyer

...

2023/3/17

Data and Information Quality

ACM Journal of

Louiqa Raschid

Paolo Missier

Irit Askira Gelman

Laure Berti-Équille

Christian Bizer

...

2016

Pipeline design for data preparation for social media analysis

ACM Journal of Data and Information Quality

Carlo A Bono

Cinzia Cappiello

Barbara Pernici

Edoardo Ramalli

Monica Vitali

2023/11/1

Enriching Cloud-native Applications with Sustainability Features

Monica Vitali

Paul Schmiedmayer

Valentin Bootz

2023/9/25

Special issue on co-design of data and computation management in Fog Computing

Future Generation Computer Systems

Monica Vitali

Pierluigi Plebani

David Bermbach

Erik Elmroth

2022/4

Efficient Data as a Service in Fog Computing: An Adaptive Multi-Agent Based Approach

IEEE Transactions on Cloud Computing

Giulia Mangiaracina

Pierluigi Plebani

Mattia Salnitri

Monica Vitali

2022/11/9

Towards greener applications: Enabling sustainable-aware cloud native applications design

Monica Vitali

2022/6/3

Modeling adaptive data analysis pipelines for crowd-enhanced processes

Cinzia Cappiello

Barbara Pernici

Monica Vitali

2021/10/16

Improving health monitoring with adaptive data movement in fog computing

Frontiers in Robotics and AI

Cinzia Cappiello

Giovanni Meroni

Barbara Pernici

Pierluigi Plebani

Mattia Salnitri

...

2020/9/15

See List of Professors in Monica Vitali University(Politecnico di Milano)

Co-Authors

H-index: 53
Barbara Pernici

Barbara Pernici

Politecnico di Milano

H-index: 46
Una-May O'Reilly

Una-May O'Reilly

Massachusetts Institute of Technology

H-index: 37
Danilo Ardagna

Danilo Ardagna

Politecnico di Milano

H-index: 37
Stefan Tai

Stefan Tai

Technische Universität Berlin

H-index: 35
Cinzia Cappiello

Cinzia Cappiello

Politecnico di Milano

H-index: 30
Mariagrazia Fugini

Mariagrazia Fugini

Politecnico di Milano

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