Space-Reserved Cooperative Caching in 5G Heterogeneous Networks for Industrial IoT

Peng  Duan; Yunjian  Jia; Liang  Liang; Jonathan Rodriguez; Kazi Mohammed Saidul Huq; Guojun  Li

doi:10.1109/TII.2018.2794615

Space-Reserved Cooperative Caching in 5G Heterogeneous Networks for Industrial IoT

Peng Duan, Yunjian Jia, Liang Liang , Jonathan Rodriguez, Kazi Mohammed Saidul Huq, Guojun Li

Faculty of Computing, Engineering and Science

Research output: Contribution to journal › Article › peer-review

2 Downloads (Pure)

Abstract

The large amount of data amongst billions of devices deployed for Industrial Internet of Things (IIoT) cause a massive energy consumption. Driven by the pursuit of green communication, this paper presents a space-reserved cooperative caching scheme for IIoT in the 5th generation (5G) mobile heterogeneous networks, where the cache space in a base station (BS) is divided into two parts, one is used to store the prefetched data (PFD) from the servers ahead of the device request time and the other is reserved to store the temporarily buffering data (TBD) in the wireless transmission queue at the device request time. With the constraint that the quality of service is guaranteed, we propose an algorithm to obtain the optimal proportion between the two partsofthecachingspaceforthepurposeofreducingtheaverage energyconsumption.Simulationresultsveriﬁedthattheproposed caching scheme is more efﬁcient than the conventional one with respect to the average energy consumption.

Original language	English
Pages (from-to)	2715-2724
Journal	IEEE Transactions on Industrial Informatics
Volume	14
Issue number	6
DOIs	https://doi.org/10.1109/TII.2018.2794615
Publication status	Published - 1 Jun 2018

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/TII.2018.2794615Licence: CC BY-NC-ND

Accepted VersionAccepted author manuscript, 10.9 MB

Cite this

@article{073c62ff273d40cca7a13464759e047c,

title = "Space-Reserved Cooperative Caching in 5G Heterogeneous Networks for Industrial IoT",

abstract = "The large amount of data amongst billions of devices deployed for Industrial Internet of Things (IIoT) cause a massive energy consumption. Driven by the pursuit of green communication, this paper presents a space-reserved cooperative caching scheme for IIoT in the 5th generation (5G) mobile heterogeneous networks, where the cache space in a base station (BS) is divided into two parts, one is used to store the prefetched data (PFD) from the servers ahead of the device request time and the other is reserved to store the temporarily buffering data (TBD) in the wireless transmission queue at the device request time. With the constraint that the quality of service is guaranteed, we propose an algorithm to obtain the optimal proportion between the two partsofthecachingspaceforthepurposeofreducingtheaverage energyconsumption.Simulationresultsveriﬁedthattheproposed caching scheme is more efﬁcient than the conventional one with respect to the average energy consumption. ",

author = "Peng Duan and Yunjian Jia and Liang Liang and Jonathan Rodriguez and Huq, {Kazi Mohammed Saidul} and Guojun Li",

year = "2018",

month = jun,

day = "1",

doi = "10.1109/TII.2018.2794615",

language = "English",

volume = "14",

pages = "2715--2724",

journal = " IEEE Transactions on Industrial Informatics",

issn = "1551-3203",

publisher = "Institute of Electrical and Electronics Engineers",

number = "6",

}

TY - JOUR

T1 - Space-Reserved Cooperative Caching in 5G Heterogeneous Networks for Industrial IoT

AU - Duan, Peng

AU - Jia, Yunjian

AU - Liang , Liang

AU - Rodriguez, Jonathan

AU - Huq, Kazi Mohammed Saidul

AU - Li, Guojun

PY - 2018/6/1

Y1 - 2018/6/1

N2 - The large amount of data amongst billions of devices deployed for Industrial Internet of Things (IIoT) cause a massive energy consumption. Driven by the pursuit of green communication, this paper presents a space-reserved cooperative caching scheme for IIoT in the 5th generation (5G) mobile heterogeneous networks, where the cache space in a base station (BS) is divided into two parts, one is used to store the prefetched data (PFD) from the servers ahead of the device request time and the other is reserved to store the temporarily buffering data (TBD) in the wireless transmission queue at the device request time. With the constraint that the quality of service is guaranteed, we propose an algorithm to obtain the optimal proportion between the two partsofthecachingspaceforthepurposeofreducingtheaverage energyconsumption.Simulationresultsveriﬁedthattheproposed caching scheme is more efﬁcient than the conventional one with respect to the average energy consumption.

AB - The large amount of data amongst billions of devices deployed for Industrial Internet of Things (IIoT) cause a massive energy consumption. Driven by the pursuit of green communication, this paper presents a space-reserved cooperative caching scheme for IIoT in the 5th generation (5G) mobile heterogeneous networks, where the cache space in a base station (BS) is divided into two parts, one is used to store the prefetched data (PFD) from the servers ahead of the device request time and the other is reserved to store the temporarily buffering data (TBD) in the wireless transmission queue at the device request time. With the constraint that the quality of service is guaranteed, we propose an algorithm to obtain the optimal proportion between the two partsofthecachingspaceforthepurposeofreducingtheaverage energyconsumption.Simulationresultsveriﬁedthattheproposed caching scheme is more efﬁcient than the conventional one with respect to the average energy consumption.

U2 - 10.1109/TII.2018.2794615

DO - 10.1109/TII.2018.2794615

M3 - Article

VL - 14

SP - 2715

EP - 2724

JO - IEEE Transactions on Industrial Informatics

JF - IEEE Transactions on Industrial Informatics

SN - 1551-3203

IS - 6

ER -

Space-Reserved Cooperative Caching in 5G Heterogeneous Networks for Industrial IoT

Abstract

UN SDGs

Access to Document

Fingerprint

Cite this