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The challenge of exchanging and processing of big data over mobile crowdsensing (MCS) networks calls for designing seamless data service provisioning mechanisms to enable utilization of resources of mobile devices/users for crowdsensing…

分布式、并行与集群计算 · 计算机科学 2024-04-09 Minghui Liwang , Zhipeng Cheng , Wei Gong , Li Li , Yuhan Su , Zhenzhen Jiao , Seyyedali Hosseinalipour , Xianbin Wang , Huaiyu Dai

Vehicular mobile crowd sensing is a fast-emerging paradigm to collect data about the environment by mounting sensors on vehicles such as taxis. An important problem in vehicular crowd sensing is to design payment mechanisms to incentivize…

计算机科学与博弈论 · 计算机科学 2018-09-17 Susu Xu , Weiguang Mao , Yue Cao , Hae Young Noh , Nihar B. Shah

For decades, Simultaneous Ascending Auction (SAA) has been the most popular mechanism used for spectrum auctions. It has recently been employed by many countries for the allocation of 5G licences. Although SAA presents relatively simple…

计算机科学与博弈论 · 计算机科学 2024-03-13 Alexandre Pacaud , Aurelien Bechler , Marceau Coupechoux

Crowdsourcing has been successfully employed in the past as an effective and cheap way to execute classification tasks and has therefore attracted the attention of the research community. However, we still lack a theoretical understanding…

人机交互 · 计算机科学 2016-10-20 Edoardo Manino , Long Tran-Thanh , Nicholas R. Jennings

Mobile Crowdsourcing (MC) is an effective way of engaging large groups of smart devices to perform tasks remotely while exploiting their built-in features. It has drawn great attention in the areas of smart cities and urban computing…

社会与信息网络 · 计算机科学 2021-04-13 Aymen Hamrouni , Hakim Ghazzai , Turki Alelyani , Yehia Massoud

Mobile-edge computing (MEC) enhances the capacities and features of mobile devices by offloading computation-intensive tasks over wireless networks to edge servers. One challenge faced by the deployment of MEC in cellular networks is to…

信息论 · 计算机科学 2021-02-08 Zezu Liang , Yuan Liu , Tat-Ming Lok , Kaibin Huang

In crowd labeling, a large amount of unlabeled data instances are outsourced to a crowd of workers. Workers will be paid for each label they provide, but the labeling requester usually has only a limited amount of the budget. Since data…

机器学习 · 计算机科学 2014-04-25 Xi Chen , Qihang Lin , Dengyong Zhou

With the explosive growth of wireless data, the sheer size of the mobile traffic is challenging the capacity of current wireless systems. To tackle this challenge, mobile edge caching has emerged as a promising paradigm recently, in which…

网络与互联网体系结构 · 计算机科学 2017-12-12 Xuanyu Cao , Junshan Zhang , H. Vincent Poor

In order to stimulate secure sensing for Internet of Things (IoT) applications such as healthcare and traffic monitoring, mobile crowdsensing (MCS) systems have to address security threats, such as jamming, spoofing and faked sensing…

密码学与安全 · 计算机科学 2018-01-24 Liang Xiao , Donghua Jiang , Dongjin Xu , Ning An

In mobile edge computing systems, base stations (BSs) equipped with edge servers can provide computing services to users to reduce their task execution time. However, there is always a conflict of interest between the BS and users. The BS…

机器学习 · 计算机科学 2024-07-08 Yiming Chen , Xingyuan Hu , Bo Gu , Shimin Gong , Zhou Su

IaaS clouds invest substantial capital in operating their data centers. Reducing the cost of resource provisioning, is their forever pursuing goal. Computing resource trading among multiple IaaS clouds provide a potential for IaaS clouds to…

网络与互联网体系结构 · 计算机科学 2013-12-10 Jian Zhao , Chuan Wu , Zongpeng Li

In the context of `Everything-as-a-Service', the transportation sector has been evolving towards user-centric business models in which customized services and mode-agnostic mobility resources are priced in a unified framework. Yet, in the…

最优化与控制 · 数学 2021-03-30 Haoning Xi , Wei Liu , David Rey , S. Travis Waller , Philip Kilby

Driven by the unceasing development of maritime services, tasks of unmanned aerial vehicle (UAV)-assisted maritime data collection (MDC) are becoming increasingly diverse, complex and personalized. As a result, effective task allocation for…

多智能体系统 · 计算机科学 2025-11-04 Xiaoling Han , Bin Lin , Zhenyu Na , Bowen Li , Chaoyue Zhang , Ran Zhang

Crowd-sourcing has become a popular means of acquiring labeled data for a wide variety of tasks where humans are more accurate than computers, e.g., labeling images, matching objects, or analyzing sentiment. However, relying solely on the…

机器学习 · 计算机科学 2014-12-23 Barzan Mozafari , Purnamrita Sarkar , Michael J. Franklin , Michael I. Jordan , Samuel Madden

Cooperative spectrum sensing has been shown to yield a significant performance improvement in cognitive radio networks. In this paper, we consider distributed cooperative sensing (DCS) in which secondary users (SUs) exchange data with one…

网络与互联网体系结构 · 计算机科学 2014-08-15 Tianyu Wang , Lingyang Song , Zhu Han , Walid Saad

Increasing number of the cloud-based Internet applications demands for efficient resource and cost management. This paper proposes a real-time group auction system for the cloud instance market. The system is designed based on a…

计算机科学与博弈论 · 计算机科学 2013-04-03 Chonho Lee , Ping Wang , Dusit Niyato

In this paper, we consider a community energy storage (CES) system that is shared by various electricity consumers who want to charge and discharge the CES throughout a given time span. We study the problem facing the manager of such a CES…

系统与控制 · 电气工程与系统科学 2022-03-15 Nathaniel Tucker , Mahnoosh Alizadeh

This paper investigates two fundamental descriptors of data, i.e., density distribution versus mass distribution, in the context of clustering. Density distribution has been the de facto descriptor of data distribution since the…

机器学习 · 统计学 2026-01-26 Kai Ming Ting , Ye Zhu , Hang Zhang , Tianrun Liang

Allowing members of the crowd to propose novel microtasks for one another is an effective way to combine the efficiencies of traditional microtask work with the inventiveness and hypothesis generation potential of human workers. However,…

人机交互 · 计算机科学 2020-12-23 Abigail Hotaling , James P. Bagrow

We explore the design of an effective crowdsourcing system for an $M$-ary classification task. Crowd workers complete simple binary microtasks whose results are aggregated to give the final decision. We consider the scenario where the…

人机交互 · 计算机科学 2017-10-30 Qunwei Li , Pramod K. Varshney