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Motivated by the recently launched mobile data trading markets (e.g., China Mobile Hong Kong's 2nd exChange Market), in this paper we study the mobile data trading problem under the future data demand uncertainty. We introduce a…

计算机科学与博弈论 · 计算机科学 2017-02-10 Junlin Yu , Man Hon Cheung , Jianwei Huang , H. Vincent Poor

Privacy is an essential issue in data trading markets. This work uses a mechanism design approach to study the optimal market model to economize the value of privacy of personal data, using differential privacy. The buyer uses a finite…

计算机科学与博弈论 · 计算机科学 2021-12-24 Tao Zhang , Quanyan Zhu

We study the optimal usage-based pricing problem in a resource-constrained network with one profit-maximizing service provider and multiple groups of surplus-maximizing users. With the assumption that the service provider knows the utility…

网络与互联网体系结构 · 计算机科学 2015-03-17 Shuqin Li , Jianwei Huang

Internet services are traditionally priced at flat rates; however, many Internet service providers (ISPs) have recently shifted towards two-part tariffs where a data cap is imposed to restrain data demand from heavy users. Although the…

网络与互联网体系结构 · 计算机科学 2017-11-28 Xin Wang , Richard T. B. Ma , Yinlong Xu

Motivated by the recent popularity of machine learning training services, we introduce a contract design problem in which a provider sells a service that results in an outcome of uncertain quality for the buyer. The seller has a set of…

计算机科学与博弈论 · 计算机科学 2026-05-06 Krishnamurthy Iyer , Alec Sun , Haifeng Xu , You Zu

ISPs are increasingly selling "tiered" contracts, which offer Internet connectivity to wholesale customers in bundles, at rates based on the cost of the links that the traffic in the bundle is traversing. Although providers have already…

网络与互联网体系结构 · 计算机科学 2011-12-19 Vytautas Valancius , Cristian Lumezanu , Nick Feamster , Ramesh Johari , Vijay V. Vazirani

The participation of renewable, energy storage, and resources with limited fuel inventory in electricity markets has created the need for optimal scheduling and pricing across multiple market intervals for resources with intertemporal…

最优化与控制 · 数学 2019-10-08 Jinye Zhao , Tongxin Zheng , Eugene Litvinov

As Internet applications have become more diverse in recent years, users having heavy demand for online video services are more willing to pay higher prices for better services than light users that mainly use e-mails and instant messages.…

网络与互联网体系结构 · 计算机科学 2017-01-17 Mao Zou , Richard T. B. Ma , Xin Wang , Yinlong Xu

As smart meters continue to be deployed around the world collecting unprecedented levels of fine-grained data about consumers, we need to find mechanisms that are fair to both, (1) the electric utility who needs the data to improve their…

We introduce the concept of {\it fresh data trading}, in which a destination user requests, and pays for, fresh data updates from a source provider, and data freshness is captured by the {\it age of information} (AoI) metric. Keeping data…

网络与互联网体系结构 · 计算机科学 2021-05-04 Meng Zhang , Ahmed Arafa , Jianwei Huang , H. Vincent Poor

To exploit users' heterogeneous data demands, several mobile network operators worldwide have launched the mobile data trading markets, where users can trade mobile data quota with each other. In this paper, we aim to understand the…

计算机科学与博弈论 · 计算机科学 2020-12-07 Junlin Yu , Man Hon Cheung , Jianwei Huang

The recent advancements in mobile/data technology have fostered a widespread adoption of on-demand or gig service platforms. The increasingly available data and independent contractors have enabled these platforms to design customized…

最优化与控制 · 数学 2024-11-12 Lijian Lu , Xin Weng , Li Xiao

In recent years, offloading mobile traffic through Wi-Fi has emerged as a potential solution to lower down the communication cost for mobile users. Users hope to reduce the cost while keeping the delay in an acceptable range through Wi-Fi…

网络与互联网体系结构 · 计算机科学 2020-08-21 Xiaoyi Zhou , Tong Ye , Tony T. Lee

We analyze the effect of sponsored data platforms when Internet service providers (ISPs) compete for subscribers and content providers (CPs) compete for a share of the bandwidth usage by the customers. Our analytical model is of a full…

网络与互联网体系结构 · 计算机科学 2019-06-04 Pooja Vyavahare , D. Manjunath , Jayakrishnan Nair

Spectrum reservation is emerging as one of the potential solutions to cater for the communication needs of massive number of wireless Internet of Things (IoT) devices with reliability constraints particularly in mission-critical scenarios.…

网络与互联网体系结构 · 计算机科学 2019-12-03 Muhammad Junaid Farooq , Quanyan Zhu

We consider a profit maximization problem in an urban mobility on-demand service, of which the operator owns a fleet, provides both exclusive and shared trip services, and dynamically determines prices of offers. With knowledge of the…

最优化与控制 · 数学 2018-02-13 Han Qiu , Ruimin Li , Jinhua Zhao

As more manufacturers shift their focus from selling products to end solutions, full-service maintenance contracts gain traction in the business world. These contracts cover all maintenance related costs during a predetermined horizon in…

应用统计 · 统计学 2020-09-10 Laurens Deprez , Katrien Antonio , Robert Boute

The rise of big data analytics has automated the decision-making of companies and increased supply chain agility. In this paper, we study the supply chain contract design problem faced by a data-driven supplier who needs to respond to the…

机器学习 · 计算机科学 2022-11-10 Xuejun Zhao , Ruihao Zhu , William B. Haskell

Modern business models have enabled service systems to leverage a large pool of casual employees with flexible hours, paid based on piece rates, to fulfill on-demand work. These systems have been successfully implemented in sectors such as…

最优化与控制 · 数学 2025-04-09 Prakash Gawas , Antoine Legrain , Louis-Martin Rousseau

We design an optimal contract between a demand response aggregator (DRA) and power grid customers for incentive-based demand response. We consider a setting in which the customers are asked to reduce their electricity consumption by the DRA…

最优化与控制 · 数学 2017-01-17 Donya Ghavidel Dobakhshari , Vijay Gupta