Profit Maximization in Edge-Enabled Multimedia Data Market: A Game-Based Pricing Approach

被引：0

作者：

Shen, Bo ^{[1
]}

Ma, Qian ^{[1
]}

Yang, Gang ^{[1
]}

Wang, Ru ^{[2
]}

机构：

[1] Northwestern Polytech Univ, Sch Comp Sci & Engn, Xian, Peoples R China

[2] Northwest A&F Univ, Coll Informat Engn, Yangling, Peoples R China

来源：

KNOWLEDGE SCIENCE, ENGINEERING AND MANAGEMENT, PT V, KSEM 2024 | 2024年 / 14888卷

基金：

中国国家自然科学基金;

关键词：

Data market; knowledge management; Stackelberg game; profit maximization; edge computing;

D O I：

10.1007/978-981-97-5489-2_16

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A huge amount of multimedia data is generated everyday. The value of data determines that it can be viewed as a kind of commodity for sale. Processing raw data to extract knowledge can increase the value of data. However, processing cost determine the profits of data providers. Processing delay affect the purchasing willingness of data buyers. In this paper, we propose an economics framework for data trading. A data market with the aid of edge computing is established to describe the interaction between data providers and data buyers. The problem of pricing and purchasing data is discussed to maximize the profits of the whole participants in multimedia data market. A Stackelberg game is then proposed to derive the best pricing and purchasing strategies. The knapsack strategy is also used to select the candidate data providers. Extensive experimental results show the effectiveness of the proposed framework.

引用

下载

页码：176 / 187

页数：12

共 50 条

[31] Data Offloading in Mobile Edge Computing: A Coalition and Pricing Based Approach
Zhang, Tian
IEEE ACCESS, 2018, 6 : 2760 - 2767
[32] Multimedia Data Throughput Maximization in Internet-of-Things System Based on Optimization of Cache-Enabled UAV
Jiang, Bin
Yang, Jiachen
Xu, Huifang
Song, Houbing
Zheng, Gan
IEEE INTERNET OF THINGS JOURNAL, 2019, 6 (02): : 3525 - 3532
[33] A Game-based Learning Approach using Interactive Multimedia to Learn Fraction (Mathematics) Among Primary School Children
Ahmad, Siti Zulaiha
Rosmani, Arifah Fasha
Nazri, Nur Ammarah Muhammad
6TH IEEE INTERNATIONAL CONFERENCE ON RECENT ADVANCES AND INNOVATIONS IN ENGINEERING (ICRAIE), 2021,
[34] A signaling game-based approach for Data-as-a-Service provisioning in IoT-Cloud
Hayat, Routaib
Sabir, Essaid
Badidi, Elarbi
ElKoutbi, Mohammed
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 92 : 1040 - 1050
[35] Data Pricing for Blockchain-based Car Sharing: A Stackelberg Game Approach
Xu, Chengzhen
Zhu, Kun
Yi, Changyan
Wang, Ran
2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2020,
[36] Block-CPS: Blockchain and Non-Cooperative Game-Based Data Pricing Scheme for Car Sharing
Kakkar, Riya
Gupta, Rajesh
Dahman Alshehri, Mohammad
Tanwar, Sudeep
Dua, Amit
Kumar, Neeraj
IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (24) : 25780 - 25790
[37] A Stackelberg game-based peer-to-peer energy trading market with energy management and pricing mechanism: A case study in Guangzhou
Yu, Xiaojun
Pan, Deng
Zhou, Yuekuan
SOLAR ENERGY, 2024, 270
[38] A Game-Based Secure Trading of Big Data and IoT Services: Blockchain as a Two-Sided Market
Bataineh, Ahmed Saleh
Bentahar, Jamal
Wahab, Omar Abdel
Mizouni, Rabeb
Rjoub, Gaith
SERVICE-ORIENTED COMPUTING (ICSOC 2020), 2020, 12571 : 85 - 100
[39] Game-Based Optimal Aggregation of Energy Prosumer Community With Mixed-Pricing Scheme in Two-Settlement Electricity Market
Wang, Jianzheng
Hu, Guoqiang
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2024, : 1 - 12
[40] Resource allocation for network profit maximization in NOMA-based F-RANs: a game-theoretic approach
Cao, Xueyan
Yan, Shi
Zhang, Hongming
FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2022, 23 (10) : 1546 - 1561

← 1 2 3 4 5 →