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Future Internet, Volume 13, Issue 10

October 2021 - 26 articles

Cover Story: This paper presents the use of machine learning (ML) methods for the prediction of indoor temperature as a step for optimal energy management in buildings. Based on a comparison of several ML algorithms and the conventional gray box model, the paper shows that the artificial neural network (ANN) and the extra trees regressor (ET) are the most performant in predicting indoor temperature. Consequently, they are recommended for buildings’ energy management.View this paper
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Articles (26)

  • Article
  • Open Access
62 Citations
11,920 Views
18 Pages

19 October 2021

The use of advanced computer technologies has dramatically changed marketing. Concepts such as smart, sustainable, and green marketing have emerged in the last 20 years. One of these new technologies is the Internet of Things (IoT), which has led to...

  • Article
  • Open Access
2,292 Views
19 Pages

13 October 2021

Standalone Name Resolution (SNR) is an essential component of many Information-Centric Networking (ICN) infrastructures that maps and stores the mappings of IDs and locators. The delivery of data can be realized only when the name resolution process...

  • Article
  • Open Access
1 Citations
2,374 Views
20 Pages

13 October 2021

A heterogeneous system can be portrayed as a variety of unlike resources that can be locally or geologically spread, which is exploited to implement data-intensive and computationally intensive applications. The competence of implementing the scienti...

  • Review
  • Open Access
21 Citations
6,556 Views
19 Pages

13 October 2021

Ever since the emergence of Industry 4.0 as the synonymous term for the fourth industrial revolution, its applications have been widely discussed and used in many business scenarios. This concept is derived from the advantages of internet and technol...

  • Article
  • Open Access
42 Citations
4,935 Views
21 Pages

13 October 2021

Underwater target recognition is an important supporting technology for the development of marine resources, which is mainly limited by the purity of feature extraction and the universality of recognition schemes. The low-frequency analysis and recor...

  • Article
  • Open Access
4 Citations
2,967 Views
16 Pages

On Predicting Ticket Reopening for Improving Customer Service in 5G Fiber Optic Networks

  • Lorenzo Ricciardi Celsi,
  • Andrea Caliciotti,
  • Matteo D'Onorio,
  • Eugenio Scocchi,
  • Nour Alhuda Sulieman and
  • Massimo Villari

9 October 2021

The paper proposes a data-driven strategy for predicting technical ticket reopening in the context of customer service for telecommunications companies providing 5G fiber optic networks. Namely, the main aim is to ensure that, between end user and se...

  • Article
  • Open Access
2 Citations
2,993 Views
17 Pages

9 October 2021

Satellite–terrestrial integrated networks (STINs) are regarded as a promising solution to meeting the demands of global high-speed seamless network access in the future. Software-defined networking and network function virtualization (SDN/NFV) are tw...

  • Article
  • Open Access
13 Citations
4,487 Views
14 Pages

9 October 2021

To optimize the data migration performance between different supercomputing centers in China, we present TCP-DQN, which is an intelligent TCP congestion control method based on DQN (Deep Q network). The TCP congestion control process is abstracted as...

  • Article
  • Open Access
24 Citations
4,753 Views
19 Pages

8 October 2021

Dynamic wireless charging (DWC) is a promising technology to charge Electric Vehicles (EV) using on-road charging segments (CS), also known as DWC pads. In order to ensure effective utilization of this on-the-road charging service, communication and...

  • Article
  • Open Access
11 Citations
3,995 Views
19 Pages

8 October 2021

Real-time business practices require huge amounts of data directly from the production assets. This new thirst for accurate and timely data has forced the convergence of the traditionally business-focused information technology (IT) environment with...

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Future Internet - ISSN 1999-5903Creative Common CC BY license