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    • 77. 发明授权
    • System and method for providing differentiated services on the web
    • 在网络上提供差异化​​服务的系统和方法
    • US06816907B1
    • 2004-11-09
    • US09644915
    • 2000-08-24
    • Gee-Gwo MeiKun-Lung WuPhilip S. Yu
    • Gee-Gwo MeiKun-Lung WuPhilip S. Yu
    • G06F1516
    • H04L29/06H04L67/10H04L67/1002H04L67/1012H04L67/322H04L67/327H04L69/329H04L2029/06054
    • A data communications network includes network servers, clusters of network servers, as well as content providers and service providers, such as ISPs and ASPs, and further includes at least one data processor that operates under control of a stored program resident on a memory media. The stored program directs operation of the data processor to provide users with differentiated services by defining, for individual ones of the plurality of content providers, a plurality of levels of services for users, and for responding to service level tables received from individual ones of the plurality of content providers, where individual ones of users are assigned to one of the plurality of levels of service. There is also at least one resource requirement table for defining at least a minimum set of resources required for realizing individual ones of said plurality of service levels. The program further directs operation of the at least one data processor to merge the plurality of resource requirement tables into a merged resource requirement table for use by a particular one of the network servers. The particular one of the network servers assigns differentiated service levels to incoming user requests in accordance with the service level tables, and in accordance with the merged resource requirement tables and currently available resources. The resources can include one of numbers of available servers, available memory capacity, and available bandwidth. The program further controls operation of the at least one data processor to redirect an incoming user request to a network server having sufficient available resources to provide a specified level of service for the user request.
    • 数据通信网络包括网络服务器,网络服务器群集以及诸如ISP和ASP之类的内容提供商和服务提供商,并且还包括至少一个数据处理器,其在驻留在存储介质上的存储程序的控制下操作。 存储的程序指导数据处理器的操作,以向用户提供差异化​​服务,通过为多个内容提供商中的各个内容提供商定义用于用户的多个级别的服务,以及响应从 多个内容提供商,其中单个用户被分配到多个服务级别中的一个。 还存在至少一个用于定义用于实现所述多个服务级别中的各个的所需资源的至少一组资源的至少一个资源需求表。 该程序进一步指导至少一个数据处理器的操作,以将多个资源需求表合并成合并的资源需求表,供特定的一个网络服务器使用。 特定的一个网络服务器根据服务等级表,根据合并的资源需求表和当前可用的资源,将不同的服务级别分配给传入的用户请求。 资源可以包括可用服务器数量,可用内存容量和可用带宽之一。 该程序进一步控制至少一个数据处理器的操作,以将传入的用户请求重定向到具有足够可用资源的网络服务器,以提供用户请求的指定级别的服务。
    • 78. 发明授权
    • Semantic based collaborative filtering
    • 基于语义的协同过滤
    • US06487539B1
    • 2002-11-26
    • US09369741
    • 1999-08-06
    • Charu C. AggarwalPhilip S. Yu
    • Charu C. AggarwalPhilip S. Yu
    • G06F1760
    • G06Q30/02G06Q30/0222G06Q30/0224
    • A method for providing product recommendations to customers in an e-commerce environment includes the step of generating content and compatibility representations of products corresponding to a plurality of customers. A similarity function is calculated between pairs of content attributes corresponding to the products. A similarity function is calculated between pairs of compatibility attributes corresponding to the products. The plurality of customers are clustered into a plurality of peer groups. For a given customer, a closest peer group of the plurality of peer groups is determined. At least one potential recommendation is then generated for the given customer based on the closest peer group.
    • 在电子商务环境中向客户提供产品推荐的方法包括产生与多个客户对应的产品的内容和兼容性表示的步骤。 在对应于产品的内容属性对之间计算相似度函数。 在对应于产品的兼容性属性对之间计算相似度函数。 多个客户被聚集成多个对等体组。 对于给定的客户,确定多个对等组中最接近的对等组。 然后,基于最接近的对等组,为给定的客户生成至少一个潜在的建议。
    • 79. 发明授权
    • Multiple hash tables based on access frequency
    • 基于访问频率的多个哈希表
    • US5450595A
    • 1995-09-12
    • US196923
    • 1994-02-15
    • Ming-Syan ChenPhilip S. Yu
    • Ming-Syan ChenPhilip S. Yu
    • G06F17/30G06F12/14
    • G06F17/30949Y10S707/99931
    • An access frequency is determined for each data unit in a data sharing environment employing a hashing scheme, either from an estimate or from a history of data accesses. The data units are then categorized into access frequency classes. Available hash entries are then allocated among the various access frequency classes, with more hash entries being allocated to relatively higher access frequency classes. Once the hash entries are allocated, the data units are allocated to the hash entries in a given access frequency class. In the simplest form, the data units are evenly allocated among the hash entries of a given access frequency class.
    • 使用散列方案的数据共享环境中的每个数据单元,从数据访问的估计或历史确定访问频率。 然后将数据单元分类为接入频率等级。 然后在各种接入频率类别中分配可用的哈希条目,将更多的哈希条目分配给相对较高的接入频率等级。 一旦哈希条目被分配,数据单元被分配给给定访问频率类中的散列条目。 在最简单的形式中,数据单元在给定的访问频率类的散列条目之间被均匀地分配。