An adaptive pricing scheme for content delivery systems
نویسندگان
چکیده
Content delivery has become an important enterprise on the Internet. There exists a huge demand for bandwidth-intensive, rich multimedia content like news, entertainment services and software. Two key issues associated with any content-delivery system are: revenue and user satisfaction. In this paper, we explore the domain of pricing for content delivery, and how it relates to revenue, and system utilization. A fundamental contribution of this paper is to consider a probabilistic user behavior model where users can refuse the offered service based on their capacity to pay and the price quoted. As a first step, we consider a system which delivers multimedia content on a First-Come-First-Served basis, and analyze pricing mechanisms which maximize the expectation of revenue. We argue that charging a constant price based on the customers' capacities to pay maximizes the expected revenue. Since the customers' capacities are highly varying and not known beforehand, we develop an adaptive pricing model and validate it using simulation. Our simulation results indicate that the adaptive pricing scheme generates nearly the same revenue as the theoretical expectation.
منابع مشابه
Designing a Robust Control Scheme for Robotic Systems with an Adaptive Observer
This paper introduces a robust task-space control scheme for a robotic system with an adaptive observer. The proposed approach does not require the availability of the system states and an adaptive observer is developed to estimate the state variables. These estimated states are then used in the control scheme. First, the dynamic model of a robot is derived. Next, an observer-based robust contr...
متن کاملThe Dynamics of Price, Revenue, and System Utilization
Content delivery is a growing enterprise in the Internet. Critical to the management of content delivery systems is understanding customer behavior, its impact on the consumption of system resources and how together, these affect revenue. We believe that price dictates overall customer behavior and that understanding the relationship between price and customer behavior is the key to effective s...
متن کاملPricing strategies for differentiated services content delivery networks
In order to reduce the user latency, the web sites disseminate some of their information to surrogate caches located closer to the users. We discuss a simple differentiated service type architecture for content delivery networks. A pricing scheme is next proposed to complement this architecture and provide fair service to the subscribed publishers. Then, we show that the suggested pricing schem...
متن کاملADAPTIVE FUZZY TRACKING CONTROL FOR A CLASS OF NONLINEAR SYSTEMS WITH UNKNOWN DISTRIBUTED TIME-VARYING DELAYS AND UNKNOWN CONTROL DIRECTIONS
In this paper, an adaptive fuzzy control scheme is proposed for a class of perturbed strict-feedback nonlinear systems with unknown discrete and distributed time-varying delays, and the proposed design method does not require a priori knowledge of the signs of the control gains.Based on the backstepping technique, the adaptive fuzzy controller is constructed. The main contributions of the paper...
متن کاملImproving adaptive resolution of analog to digital converters using least squares mean method
This paper presents an adaptive digital resolution improvement method for extrapolating and recursive analog-to-digital converters (ADCs). The presented adaptively enhanced ADC (AE-ADC) digitally estimates the digital equivalent of the input signal by utilizing an adaptive digital filter (ADF). The least mean squares (LMS) algorithm also determines the coefficients of the ADF block. In this sch...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2001