公开(公告)号：US08713151B2

公开(公告)日：2014-04-29

申请号：US13258057

申请日：2010-06-10

Applicant: Bin Gao ,  Na Zhang

Inventor： Bin Gao ,  Na Zhang

IPC: G06F15/173

CPC classification number: G06F15/177 ,  G06F9/5072 ,  G06F2209/505 ,  H04L41/0893 ,  H04L41/145

Abstract: A method and system for configuring a complex network and a server resource configuration and management module are provided. The method comprises: obtaining an access record of each cloud computing server in a cloud server pool in a network; constructing a complex network model according to the access record(s); performing a community division process to the complex network model to obtain a community structure and memberships of members in each community; and configuring a structure of the network according to the community structure and the memberships of the members in each community. The provided technical scheme is applicable to a cloud computing network. The method and system for configuring a complex network and the server resource configuration and management module, realize configuring the network according to the usage of each cloud computing server in the current network, solve the problem of no mechanism for configuring a cloud computing network reasonably.

Abstract translation: 提供了一种用于配置复杂网络和服务器资源配置和管理模块的方法和系统。 该方法包括：获取网络中云服务器池中每个云计算服务器的访问记录; 根据访问记录构建复杂的网络模型; 对复杂的网络模型进行社区分工过程，以获得每个社区的社区结构和成员资格; 并根据社区结构和每个社区成员的成员资格配置网络结构。 所提供的技术方案适用于云计算网络。 配置复杂网络的方法和系统以及服务器资源配置和管理模块，根据当前网络中每个云计算服务器的使用情况实现网络配置，解决了云计算网络配置不合理的问题。

公开(公告)号：US20130232006A1

公开(公告)日：2013-09-05

申请号：US13783732

申请日：2013-03-04

Applicant: Tim Holcomb ,  Mark Goddard ,  Gopal Venkatraman ,  Ming Hao Bi ,  Xiao Bin Gao

Inventor： Tim Holcomb ,  Mark Goddard ,  Gopal Venkatraman ,  Ming Hao Bi ,  Xiao Bin Gao

IPC: G06F17/30

CPC classification number: G06F16/951 ,  G06F16/9535 ,  G06F16/9537

Abstract: A single search system that returns relevant search results for a user search query by identifying user intent and context implied therein. The inventive system supports POI and address searches initiated from a single search box only. Search query data is input in to a single search box on a single search client to initiate a search for an arbitrary piece of data. Meta-data concerning a nature of a search is not provided to the single search system. A search servlet on a single search server uses an ordered series of filter methods to progressively extract specific aspects of user intent from a freeform search query, and accumulate intent information within a context shared by all filters. The single search system determines a data corpus to search based on context provided in a user search query. Relevant search results are returned to the single search client in a search response.

Abstract translation: 单个搜索系统，通过识别用户意图和上下文隐含的内容，返回用户搜索查询的相关搜索结果。 本发明的系统仅支持从单个搜索框发起的POI和地址搜索。 搜索查询数据输入到单个搜索客户端上的单个搜索框中，以启动对任意数据的搜索。 有关搜索性质的元数据不提供给单一搜索系统。 单个搜索服务器上的搜索servlet使用有序的一系列过滤器方法逐步从自由形式搜索查询中提取用户意图的特定方面，并在所有过滤器共享的上下文中累积意图信息。 单个搜索系统基于用户搜索查询中提供的上下文来确定要搜索的数据语料库。 搜索响应中相关搜索结果返回给单个搜索客户端。

公开(公告)号：US20130128653A1

公开(公告)日：2013-05-23

申请号：US13701626

申请日：2011-05-19

Applicant: Jinfeng Kang ,  Bin Gao ,  Yuansha Chen ,  Bing Sun ,  Lifeng Liu ,  Xiaoyan Liu

Inventor： Jinfeng Kang ,  Bin Gao ,  Yuansha Chen ,  Bing Sun ,  Lifeng Liu ,  Xiaoyan Liu

IPC: G11C13/00 ,  H01L45/00

CPC classification number: G11C13/0002 ,  G11C13/0007 ,  G11C13/003 ,  G11C13/0069 ,  G11C2013/0073 ,  G11C2213/15 ,  G11C2213/72 ,  G11C2213/76 ,  H01L27/2409 ,  H01L27/2463 ,  H01L45/1253 ,  H01L45/16 ,  H01L45/1608

Abstract: A resistive random access memory device, a method for manufacturing the resistive random access memory device, and a method for operating the resistive random access memory device are disclosed. The resistive random access memory device includes a resistive switching memory element including two electrodes and a layer of variable-resistance material between the two electrodes, wherein the layer of variable-resistance material exhibits bipolar resistive switching behavior; and a Schottky diode including a metal layer and a p-doped semiconductor layer which contact each other, wherein the metal layer of the Schottky diode is coupled to one of the two electrodes of the resistive switching memory element. The present disclosure provides the resistive random access memory device operating in bipolar resistive switching scheme.

Abstract translation: 公开了电阻随机存取存储器件，制造电阻随机存取存储器件的方法和用于操作电阻随机存取存储器件的方法。 电阻式随机存取存储器件包括电阻式开关存储元件，该电阻开关存储器元件包括两个电极和两个电极之间的可变电阻材料层，其中该可变电阻材料层具有双极电阻开关行为; 以及包括彼此接触的金属层和p掺杂半导体层的肖特基二极管，其中所述肖特基二极管的金属层耦合到所述电阻式开关存储元件的两个电极中的一个。 本公开提供了在双极性电阻式交换方案中工作的电阻随机存取存储器件。

公开(公告)号：US20130033922A1

公开(公告)日：2013-02-07

申请号：US13641832

申请日：2011-11-18

Applicant: Jinfeng Kang ,  Feifei Zhang ,  Bin Gao ,  Bing Chen ,  Lifeng Liu ,  Xiaoyan Liu

Inventor： Jinfeng Kang ,  Feifei Zhang ,  Bin Gao ,  Bing Chen ,  Lifeng Liu ,  Xiaoyan Liu

IPC: H01L45/00 ,  G11C11/00

CPC classification number: G11C13/0007 ,  G11C11/5685 ,  G11C13/0069 ,  G11C2013/0073 ,  G11C2013/0083

Abstract: The present disclosure provides a resistive-switching device capable of implementing multiary addition operation and a method for implementing multiary addition operation using the resistive-switching device. The resistive-switching device has a plurality of resistance values each corresponding to a respective data value stored by the resistive-switching device and ranging from a high resistance value to a low resistance value. The data value stored by the resistive-switching device is increased by ‘1’ successively with a series of set pulses having a same pulse width and a same voltage amplitude being applied thereto. The data value stored by the resistive-switching device is set to ‘0’ with a reset pulse being applied thereto, and meanwhile a data value stored by a higher-bit resistive-switching device is increased by ‘1’ with a set pulse being applied thereto. In this way, multiary addition operation is implemented. The operation of the resistive-switching device can implement data storage and the multiary addition operation simultaneously, and thus substantially simplifies the circuit structure. As a result, the data storage can be integrated with calculation.

Abstract translation: 本公开提供了一种能够实现多加法运算的电阻式开关装置和使用电阻式开关装置实现多重加法运算的方法。 电阻开关器件具有多个电阻值，每个电阻值对应于由电阻开关器件存储的各个数据值，并且从高电阻值到低电阻值。 由电阻式开关器件存储的数据值以连续的脉冲宽度与施加相同电压幅度的一系列设定脉冲连续增加1。 电阻开关器件存储的数据值被设置为0，并且施加复位脉冲，同时由施加了设定脉冲的高位电阻开关器件存储的数据值增加1。 以这种方式，实现多重添加操作。 电阻式开关器件的工作可以同时实现数据存储和多重加法运算，从而大大简化了电路结构。 因此，数据存储可以与计算集成。

公开(公告)号：US20120284218A1

公开(公告)日：2012-11-08

申请号：US13502462

申请日：2011-11-03

Applicant: Jinfeng Kang ,  Bin Gao ,  Feifei Zhang ,  Bing Chen ,  Lifeng Liu ,  Xiaoyan Liu

Inventor： Jinfeng Kang ,  Bin Gao ,  Feifei Zhang ,  Bing Chen ,  Lifeng Liu ,  Xiaoyan Liu

IPC: G06N3/04 ,  H01L45/00

CPC classification number: G06N3/063

Abstract: A neuron device includes a bottom electrode, a top electrode, and a layer of metal oxide variable resistance material sandwiched between the bottom electrode and the top electrode, in which the neuron device is switched to a normal state upon application of reset pulse, and is switched to an excitation state upon application of stimulus pulses. The neuron device has a comprehensive response to different amplitude, different width of a stimulus voltage pulse and different number of a sequence of stimulus pulses, and provides functionalities of a weighting section and a computing section. The neuron device has a simple structure, excellent scalability, quick speed, low operation voltage, and is compatible with the conventional silicon-based CMOS fabrication process, and thus suitable for mass production. The neuron device is capable of performing many biological functions and complex logic operations.

Abstract translation: 神经元装置包括底部电极，顶部电极和夹在底部电极和顶部电极之间的金属氧化物可变电阻材料层，其中神经元装置在施加复位脉冲时切换到正常状态，并且是 在施加刺激脉冲时切换到激发状态。 神经元装置对刺激电压脉冲的不同幅度，不同宽度和不同数量的刺激脉冲序列具有综合响应，并提供加权部分和计算部分的功能。 神经元器件结构简单，可扩展性好，速度快，工作电压低，与传统的硅基CMOS制造工艺兼容，适合批量生产。 神经元器件能够执行许多生物学功能和复杂的逻辑运算。

公开(公告)号：US08244737B2

公开(公告)日：2012-08-14

申请号：US11764554

申请日：2007-06-18

Applicant: Tie-Yan Liu ,  Hang Li ,  Bin Gao ,  Lei Yang ,  Lei Qi

Inventor： Tie-Yan Liu ,  Hang Li ,  Bin Gao ,  Lei Yang ,  Lei Qi

IPC: G06F17/30

CPC classification number: G06F17/30864

Abstract: Ranking documents based on a series of web graphs collected over time is provided. A ranking system provides multiple transition probability distributions representing different snapshots or times. Each transition probability distribution represents a probability of transitioning from one document to another document within a collection of documents using a link of the document. The ranking system determines a stationary probability distribution for each snapshot based on the transition probability distributions for that snapshot and the stationary probability distribution of the previous snapshot. The stationary probability distributions represent a ranking of the documents over time.

Abstract translation: 提供了基于随时间收集的一系列网络图表排列文档。 排名系统提供代表不同快照或时间的多个转移概率分布。 每个转移概率分布表示使用文档的链接在一个文档集合内从一个文档转换到另一个文档的概率。 排名系统基于该快照的转移概率分布和先前快照的固定概率分布确定每个快照的固定概率分布。 固定概率分布代表文档随时间的排列。

公开(公告)号：US08219549B2

公开(公告)日：2012-07-10

申请号：US12027259

申请日：2008-02-06

Applicant: Bin Gao ,  Tie-Yan Liu ,  Hang Li ,  Congkai Sun

Inventor： Bin Gao ,  Tie-Yan Liu ,  Hang Li ,  Congkai Sun

IPC: G06F7/00

CPC classification number: G06F17/30864

Abstract: An anti-spam technique for protecting search engine ranking is based on mining search engine optimization (SEO) forums. The anti-spam technique collects webpages such as SEO forum posts from a list of suspect spam websites, and extracts suspicious link exchange URLs and corresponding link formation from the collected webpages. A search engine ranking penalty is then applied to the suspicious link exchange URLs. The penalty is at least partially determined by the link information associated with the respective suspicious link exchange URL. To detect more suspicious link exchange URLs, the technique may propagate one or more levels from a seed set of suspicious link exchange URLs generated by mining SEO forums.

Abstract translation: 用于保护搜索引擎排名的反垃圾邮件技术是基于挖掘搜索引擎优化（SEO）论坛。 反垃圾邮件技术从可疑垃圾邮件网站列表中收集诸如SEO论坛帖子的网页，并从收集的网页中提取可疑链接交换网址和相应的链接形成。 然后将搜索引擎排名惩罚应用于可疑链接交换URL。 惩罚至少部分地由与相应的可疑链接交换URL相关联的链接信息确定。 为了检测更多可疑的链接交换URL，该技术可以从采矿SEO论坛产生的可疑链接交换URL的种子集传播一个或多个级别。

公开(公告)号：US20110161330A1

公开(公告)日：2011-06-30

申请号：US13043392

申请日：2011-03-08

Applicant: Tie-Yan Liu ,  Hang Li ,  Lei Qi ,  Bin Gao

Inventor： Tie-Yan Liu ,  Hang Li ,  Lei Qi ,  Bin Gao

IPC: G06F7/00 ,  G06F17/30

CPC classification number: G06F16/951

Abstract: A calculate importance system calculates the global importance of a web page based on a “mean hitting time.” Hitting time of a target web page is a measure of the minimum number of transitions needed to land on the target web page. Mean hitting time of a target web page is an average number of such transitions for all possible starting web pages. The calculate importance system calculates a global importance score for a web page based on the reciprocal of a mean hitting time. A search engine may rank web pages of a search result based on a combination of relevance of the web pages to the search request and global importance of the web pages based on a global hitting time.

Abstract translation: 计算重要度系统基于“平均打击时间”计算网页的全局重要性。目标网页的打击时间是衡量目标网页上所需的最小转换次数的度量。 目标网页的平均打击时间是所有可能的起始网页的平均数量。 计算重要性系统基于平均击球时间的倒数计算网页的全局重要性得分。 搜索引擎可以基于网页与搜索请求的相关性和基于全局打击时间的网页的全球重要性的组合来对搜索结果的网页进行排序。

公开(公告)号：US07743058B2

公开(公告)日：2010-06-22

申请号：US11621848

申请日：2007-01-10

Applicant: Tie-Yan Liu ,  Bin Gao ,  Wei-Ying Ma

Inventor： Tie-Yan Liu ,  Bin Gao ,  Wei-Ying Ma

IPC: G06F7/00 ,  G06F17/30 ,  G06F17/00 ,  G06N5/00

CPC classification number: G06F17/30705 ,  G06K9/6226

Abstract: A method and system for high-order co-clustering of objects of heterogeneous types is provided. A clustering system co-clusters objects of heterogeneous types based on joint distributions for objects of non-central types and objects of a central type. The clustering system uses an iterative approach to co-clustering the objects of the various types. The clustering system divides the co-clustering into a sub-problem, for each non-central type (e.g., first type and second type), of co-clustering objects of that non-central type and objects of the central type based on the joint distribution for that non-central type. After the co-clustering is completed, the clustering system clusters objects of the central type based on the clusters of the objects of the non-central types identified during co-clustering. The clustering system repeats the iterations until the clusters of objects of the central type converge on a solution.

Abstract translation: 提供了一种用于异构类型对象的高阶共聚集的方法和系统。 基于非中心类型对象和中心类型对象的联合分布，聚类系统将异构类型的对象共同聚集。 聚类系统使用迭代方法来共同分类各种类型的对象。 对于每个非中心类型（例如，第一类型和第二类型），聚类系统将共聚类分为非中心类型的共聚类对象和中心类型的对象的子问题，基于 联合分配为非中央型。 在共同聚集完成之后，聚类系统基于在共聚集期间识别的非中心类型的对象的聚类来聚类中心类型的对象。 聚类系统重复迭代，直到中心类型的对象集合在解上。

公开(公告)号：US20100073374A1

公开(公告)日：2010-03-25

申请号：US12236516

申请日：2008-09-24

Applicant: Bin Gao ,  Tie-Yan Liu ,  Hang Li ,  Yuting Liu

Inventor： Bin Gao ,  Tie-Yan Liu ,  Hang Li ,  Yuting Liu

IPC: G06T11/20

CPC classification number: G06F17/30882 ,  G06F17/30864

Abstract: Method for creating a graph representing web browsing behavior, including receiving web browsing behavior data from one or more web browsers; adding a node on the graph for each web page listed in the web browsing behavior data; adding a first link connecting two or more nodes on the graph, wherein the first link representing a hyperlink for accessing a webpage; calculating an amount of time in which each web page is being accessed; determining a number of units of time in the calculated amount of time; adding one or more virtual nodes to the graph based on the number of units of time; and adding a second link connecting two or more virtual nodes on the graph, wherein the second link representing a virtual hyperlink for accessing a webpage.

Abstract translation: 用于创建表示网页浏览行为的图形的方法，包括从一个或多个网络浏览器接收网页浏览行为数据; 在网络浏览行为数据中列出的每个网页的图形上添加一个节点; 添加连接图上的两个或多个节点的第一链接，其中第一链接表示用于访问网页的超链接; 计算每个网页被访问的时间量; 在计算的时间量中确定时间单位的数量; 基于时间单位的数量向图中添加一个或多个虚拟节点; 以及添加连接所述图上的两个或多个虚拟节点的第二链接，其中所述第二链接表示用于访问网页的虚拟超链接。