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Computer Science

D-Index
35
Citations
6582
World Ranking
11551
National Ranking
379

Overview

Danilo Ardagna is affiliated with the Polytechnic University of Milan in Italy, focusing primarily on research in computer science. Their work spans several interconnected fields, with a strong emphasis on cloud computing and resource management.

The main fields of study covered in their publications include:

  • Computer Science

Within this broad field, their research is concentrated in several subfields, such as:

  • Computer Networks and Communications
  • Information Systems
  • Artificial Intelligence
  • Computer Vision and Pattern Recognition
  • Management Science and Operations Research

The key research topics addressed by Ardagna encompass:

  • Cloud Computing and Resource Management
  • IoT and Edge/Fog Computing
  • Distributed and Parallel Computing Systems
  • Software System Performance and Reliability
  • Advanced Neural Network Applications
  • Machine Learning and Data Classification
  • Mobile Crowdsensing and Crowdsourcing

Ardagna has contributed to several recent papers, including:

  • "An incentive mechanism based on a Stackelberg game for mobile crowdsensing systems with budget constraint" (2021), published in Ad Hoc Networks
  • "Performance prediction of deep learning applications training in GPU as a service systems" (2022), published in Cluster Computing
  • "Predicting the performance of big data applications on the cloud" (2020), published in The Journal of Supercomputing
  • "Architectural Design of Cloud Applications: A Performance-Aware Cost Minimization Approach" (2020), published in IEEE Transactions on Cloud Computing
  • "Optimal Resource Allocation of Cloud-Based Spark Applications" (2020), published in IEEE Transactions on Cloud Computing

Frequent co-authors in Ardagna's research collaborations include:

  • Federica Filippini
  • Hamta Sedghani
  • Marco Lattuada
  • Matteo Matteucci
  • Bruno Guindani

Among their favored publication venues are the following:

  • Zenodo (CERN European Organization for Nuclear Research)
  • arXiv (Cornell University)
  • IEEE Transactions on Cloud Computing
  • IEEE Transactions on Services Computing
  • IEEE Access

Best Publications

  • Adaptive Service Composition in Flexible Processes

    D. Ardagna;B. Pernici

  • Quality-of-service in cloud computing: modeling techniques and their applications

    Danilo Ardagna;Giuliano Casale;Michele Ciavotta;Juan F Pérez

  • MODAClouds: a model-driven approach for the design and execution of applications on multiple clouds

    Danilo Ardagna;Elisabetta Di Nitto;Giuliano Casale;Dana Petcu

  • Global and local QoS guarantee in web service selection

    Danilo Ardagna;Barbara Pernici

  • Energy-Aware Autonomic Resource Allocation in Multitier Virtualized Environments

    D. Ardagna;B. Panicucci;M. Trubian;Li Zhang

  • PAWS: A Framework for Executing Adaptive Web-Service Processes

    D. Ardagna;M. Comuzzi;E. Mussi;B. Pernici

  • Global and local qos guarantee in web service selection

    Danilo Ardagna;Barbara Pernici

  • SLA based profit optimization in autonomic computing systems

    Li Zhang;Danilo Ardagna

  • A game theoretic formulation of the service provisioning problem in cloud systems

    Danilo Ardagna;Barbara Panicucci;Mauro Passacantando

  • Generalized Nash Equilibria for the Service Provisioning Problem in Multi-Cloud Systems

    Danilo Ardagna;Barbara Panicucci;Mauro Passacantando

  • MODAClouds: A model-driven approach for the design and execution of applications on multiple Clouds

    Unknown

  • SLA based resource allocation policies in autonomic environments

    Danilo Ardagna;Marco Trubian;Li Zhang

  • Global and local QoS constraints guarantee in Web service selection

    D. Ardagna;B. Pernici

  • Joint admission control and resource allocation in virtualized servers

    Jussara Almeida;Virgílio Almeida;Danilo Ardagna;ítalo Cunha

  • Resource Management in the Autonomic Service-Oriented Architecture

    J. Almeida;V. Almeida;D. Ardagna;C. Francalanci

  • Context-aware data quality assessment for big data

    Danilo Ardagna;Cinzia Cappiello;Walter Samá;Monica Vitali

  • Dual time-scale distributed capacity allocation and load redirect algorithms for cloud systems

    Danilo Ardagna;Sara Casolari;Michele Colajanni;Barbara Panicucci

  • A Hierarchical Approach for the Resource Management of Very Large Cloud Platforms

    B. Addis;D. Ardagna;B. Panicucci;M. S. Squillante

  • Autonomic Management of Cloud Service Centers with Availability Guarantees

    Bernardetta Addis;Danilo Ardagna;Barbara Panicucci;Li Zhang

  • Per-flow optimal service selection for Web services based processes

    Danilo Ardagna;Raffaela Mirandola

  • DICE: quality-driven development of data-intensive cloud applications

    G. Casale;D. Ardagna;M. Artac;F. Barbier

  • The Economics of the Cloud

    Jonatha Anselmi;Danilo Ardagna;John C. S. Lui;Adam Wierman

  • Generalized Nash Equilibria for the Service Provisioning Problem in Multi-Cloud Systems

    D Ardagna;M Ciavotta;M Passacantando

Frequent Co-Authors

Barbara Pernici
Barbara Pernici Polytechnic University of Milan
Elisabetta Di Nitto
Elisabetta Di Nitto Polytechnic University of Milan
Li Zhang
Li Zhang IBM (United States)
Raffaela Mirandola
Raffaela Mirandola Polytechnic University of Milan
Giuliano Casale
Giuliano Casale Imperial College London
Marco Lovera
Marco Lovera Polytechnic University of Milan
Jussara M. Almeida
Jussara M. Almeida Universidade Federal de Minas Gerais
Carlo Ghezzi
Carlo Ghezzi Polytechnic University of Milan
Luciano Baresi
Luciano Baresi Polytechnic University of Milan
Edoardo Amaldi
Edoardo Amaldi Polytechnic University of Milan

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