The Internet-of-Things (IoT) paradigm is supporting -and will support- an ever-increasing number of services and applications impacting on almost every aspect of our everyday life. The current trend is forecasting IoT to connect tens of billion objects by 2020 yielding a very-high volume of data to be acquired, transmitted and processed. IoT typically relies on Cloud Computing to process, analyze and store the data acquired by IoT entities. Unfortunately, the need to transmit all data from the informationproducing objects to the Cloud for a subsequent processing/analysis phase would require a large bandwidth and increase the latency in the “decision-making process” whenever decisions/reactions must be promptly taken by the IoT units. The Fog Computing (FC) paradigm aims at addressing these problems by extending Cloud Computing towards the edge of the network. In this direction, this paper introduces a novel FC-IoT paradigm designed to move computing, storage and applications/services close to IoT objects so as to reduce communication bandwidth and energy consumption as well as “decision-making” latency. The proposed IoT-based solution has been designed to have intelligent and autonomous IoT objects that are integrated with a FC and Fog Networking approach. The distinguishing features of the intelligent FC-IoT platform are low-latency, self-adaptation, low energy consumption and spectrum efficiency.

A Cloud to the Ground: The New Frontier of Intelligent and Autonomous Networks of Things / Alippi, C.; Fantacci, R.; Marabissi, D.; Roveri, M.. - In: IEEE COMMUNICATIONS MAGAZINE. - ISSN 0163-6804. - STAMPA. - 54:(2016), pp. 14-20. [10.1109/MCOM.2016.1600541CM]

A Cloud to the Ground: The New Frontier of Intelligent and Autonomous Networks of Things

FANTACCI, ROMANO;MARABISSI, DANIA;
2016

Abstract

The Internet-of-Things (IoT) paradigm is supporting -and will support- an ever-increasing number of services and applications impacting on almost every aspect of our everyday life. The current trend is forecasting IoT to connect tens of billion objects by 2020 yielding a very-high volume of data to be acquired, transmitted and processed. IoT typically relies on Cloud Computing to process, analyze and store the data acquired by IoT entities. Unfortunately, the need to transmit all data from the informationproducing objects to the Cloud for a subsequent processing/analysis phase would require a large bandwidth and increase the latency in the “decision-making process” whenever decisions/reactions must be promptly taken by the IoT units. The Fog Computing (FC) paradigm aims at addressing these problems by extending Cloud Computing towards the edge of the network. In this direction, this paper introduces a novel FC-IoT paradigm designed to move computing, storage and applications/services close to IoT objects so as to reduce communication bandwidth and energy consumption as well as “decision-making” latency. The proposed IoT-based solution has been designed to have intelligent and autonomous IoT objects that are integrated with a FC and Fog Networking approach. The distinguishing features of the intelligent FC-IoT platform are low-latency, self-adaptation, low energy consumption and spectrum efficiency.
2016
54
14
20
Alippi, C.; Fantacci, R.; Marabissi, D.; Roveri, M.
File in questo prodotto:
File Dimensione Formato  
A_Cloud_to_the_Ground_The_New_Frontier_of_Intelligent_and_Autonomous_Networks_of_Things.pdf

Accesso chiuso

Descrizione: Articolo principale
Tipologia: Pdf editoriale (Version of record)
Licenza: Tutti i diritti riservati
Dimensione 298.18 kB
Formato Adobe PDF
298.18 kB Adobe PDF   Richiedi una copia

I documenti in FLORE sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificatore per citare o creare un link a questa risorsa: https://hdl.handle.net/2158/1054718
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 43
  • ???jsp.display-item.citation.isi??? 30
social impact