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1. 发明授权

US06260038B1 Clustering mixed attribute patterns 失效
标题翻译：聚合混合属性模式
公开(公告)号：US06260038B1
公开(公告)日：2001-07-10
申请号：US09394883
申请日：1999-09-13
申请人： David C. Martin , Dharmendra Shantilal Modha , Shivakumar Vaithyanathan
发明人： David C. Martin , Dharmendra Shantilal Modha , Shivakumar Vaithyanathan
IPC分类号： G06F1730
CPC分类号： G06F17/30598 , G06K9/6218 , Y10S707/99932 , Y10S707/99935 , Y10S707/99936 , Y10S707/99937 , Y10S707/99942 , Y10S707/99943
摘要： A technique for clustering data points in a data set that is arranged as a matrix having n objects and m attributes. Each categorical attribute of the data set is converted to a 1-of-p representation of the categorical attribute. A converted data set A is formed based on the data set and the 1-of-p representation for each categorical attribute. The converted data set A is compressed using, for example, a Goal Directed Projection compression technique or a Singular Value Decomposition compression technique, to obtain q basis vectors, with q being defined to be at least m+1. The transformed data set is projected onto the q basis vectors to form a data matrix having at least one vector, with each vector having q dimensions. Lastly, a clustering technique is performed on the data matrix having vectors having q dimensions.
摘要翻译：一种用于聚类数据集中的数据点的技术，其被布置为具有n个对象和m个属性的矩阵。将数据集的每个分类属性转换为分类属性的1-p表示。基于数据集和每个分类属性的1-p表示形成转换数据集A. 转换的数据集合A使用目标定向投影压缩技术或奇异值分解压缩技术进行压缩，以获得q个基本向量，其中q被定义为至少m + 1。经变换的数据集被投影到q基向量上以形成具有至少一个向量的数据矩阵，其中每个向量具有q维度。最后，对具有q维的向量的数据矩阵执行聚类技术。

2. 发明授权

US07721043B2 Managing write requests in cache directed to different storage groups 有权
标题翻译：管理针对不同存储组的缓存中的写入请求
公开(公告)号：US07721043B2
公开(公告)日：2010-05-18
申请号：US11621061
申请日：2007-01-08
申请人： Binny Sher Gill , Michael Thomas Benhase , Joseph Smith Hyde, II , Thomas Charles Jarvis , Bruce McNutt , Dharmendra Shantilal Modha
发明人： Binny Sher Gill , Michael Thomas Benhase , Joseph Smith Hyde, II , Thomas Charles Jarvis , Bruce McNutt , Dharmendra Shantilal Modha
IPC分类号： G06F12/00
CPC分类号： G06F12/0804 , G06F12/0873 , G06F12/121 , G06F2212/502
摘要： Provided are a method, system, and article of manufacture for managing write requests in cache directed to different storage groups. A determination is made of a high and low thresholds for a plurality of storage groups configured in a storage, wherein the high and low thresholds for one storage group indicate a high and low percentage of a cache that may be used to store write requests to the storage group. A determination is made of a number of tasks to assign to the storage groups based on the determined high and low thresholds for the storage groups, wherein each task assigned to one storage group destages write requests from the cache to the storage group.
摘要翻译：提供了一种用于管理针对不同存储组的缓存中的写请求的方法，系统和制品。确定在存储器中配置的多个存储组的高和低阈值，其中一个存储组的高和低阈值指示高速和低百分比的高速缓存，其可用于将写请求存储到存储组。基于确定的存储组的高和低阈值来确定分配给存储组的多个任务，其中分配给一个存储组的每个任务将来自高速缓存的写入请求转发到存储组。

3. 发明申请

US20080183969A1 SYSTEM AND METHOD FOR DYNAMIC SIZING OF CACHE SEQUENTIAL LIST 失效
标题翻译：高速缓存序列表动态大小的系统和方法
公开(公告)号：US20080183969A1
公开(公告)日：2008-07-31
申请号：US12060945
申请日：2008-04-02
申请人： Binny Sher Gill , Dharmendra Shantilal Modha
发明人： Binny Sher Gill , Dharmendra Shantilal Modha
IPC分类号： G06F12/08
CPC分类号： G06F12/0862 , G06F12/0866 , G06F12/123
摘要： A self-tuning, low overhead, simple to implements locally adaptive, novel cache management policy that dynamically and adaptively partitions the cache space amongst sequential and random streams so as to reduce read misses.
摘要翻译：自调整，低开销，简单实现本地自适应，新颖的缓存管理策略，动态和自适应地分级顺序和随机流中的高速缓存空间，以减少读取未命中。

4. 发明申请

US20080168220A1 USING DIFFERENT ALGORITHMS TO DESTAGE DIFFERENT TYPES OF DATA FROM CACHE 有权
标题翻译：使用不同的算法从缓存中减少不同类型的数据
公开(公告)号：US20080168220A1
公开(公告)日：2008-07-10
申请号：US11621057
申请日：2007-01-08
申请人： Binny Sher Gill , Michael Thomas Benhase , Joseph Smith Hyde , Thomas Charles Jarvis , Bruce McNutt , Dharmendra Shantilal Modha
发明人： Binny Sher Gill , Michael Thomas Benhase , Joseph Smith Hyde , Thomas Charles Jarvis , Bruce McNutt , Dharmendra Shantilal Modha
IPC分类号： G06F12/08
CPC分类号： G06F12/0804 , G06F12/0866 , G06F12/124 , G06F2212/502
摘要： Provided are a method, system, and article of manufacture for using different algorithms to destage different types of data from cache. A first destaging algorithm is used to destage a first type of data to a storage for a first duration. A second destaging algorithm is used to destage a second type of data to the storage for a second duration.
摘要翻译：提供了一种使用不同算法从缓存中去除不同类型的数据的方法，系统和制品。使用第一个降级算法将第一类型的数据转储到第一个持续时间的存储器。第二种去度数算法被用于在第二持续时间内将存储的第二类型的数据转移到存储器中。

5. 发明申请

US20080021853A1 USING MULTIPLE DATA STRUCTURES TO MANAGE DATA IN CACHE 失效
标题翻译：使用多个数据结构来管理缓存中的数据
公开(公告)号：US20080021853A1
公开(公告)日：2008-01-24
申请号：US11459004
申请日：2006-07-20
申请人： Dharmendra Shantilal Modha , Binny Sher Gill , Michael Thomas Benhase , Joseph Smith Hyde
发明人： Dharmendra Shantilal Modha , Binny Sher Gill , Michael Thomas Benhase , Joseph Smith Hyde
IPC分类号： G06N3/10
CPC分类号： G06F12/124 , G06F12/123
摘要： Provided are a method, system and program for using multiple data structures to manage data in cache. A plurality of data structures each have entries identifying data from a first computer readable medium added to a second computer readable medium. A request is received for data in the first computer readable medium. A determination is made as to whether there is an entry for the requested data in one of the data structures. The requested data is retrieved from the first computer readable medium to store in the second computer readable medium in response to determining that there is no entry for the requested data in one of the data structures. One of the data structures is selected in response to determining that there is no entry for the requested data in one of the data structures and an entry for the retrieved data is added to the selected data structure.
摘要翻译：提供了一种使用多个数据结构来管理缓存中的数据的方法，系统和程序。多个数据结构各自具有标识来自添加到第二计算机可读介质的第一计算机可读介质的数据的条目。接收第一计算机可读介质中的数据的请求。确定在数据结构之一中是否存在所请求的数据的条目。响应于确定在数据结构之一中没有针对所请求的数据的条目，从第一计算机可读介质检索所请求的数据以存储在第二计算机可读介质中。响应于确定在数据结构之一中没有针对所请求的数据的条目而选择数据结构中的一个，并且将所检索的数据的条目添加到所选择的数据结构。

6. 发明授权

US07233943B2 Clustering hypertext with applications to WEB searching 有权
标题翻译：将超文本聚类到应用程序到WEB搜索
公开(公告)号：US07233943B2
公开(公告)日：2007-06-19
申请号：US10660242
申请日：2003-09-11
申请人： Dharmendra Shantilal Modha , William Scott Spangler
发明人： Dharmendra Shantilal Modha , William Scott Spangler
IPC分类号： G06F17/30 , G06F7/00
CPC分类号： G06K9/6223 , G06F17/30864 , Y10S707/99933
摘要： A method of searching a database of documents, wherein the method includes performing a search of the database using a query to produce query result documents; constructing a word dictionary of words within the query result documents; constructing an out-link dictionary of documents within the database that are pointed to by the query result documents; adding the query result documents to the out-link dictionary; constructing an in-link dictionary of documents within the database that point to the query result documents; and adding the query result documents to the in-link dictionary.
摘要翻译：一种搜索文档数据库的方法，其中所述方法包括使用查询来执行数据库的搜索以产生查询结果文档; 在查询结果文档中构建单词词典; 构建数据库中由查询结果文档指向的文档的外链接字典; 将查询结果文档添加到外链字典; 构建数据库中指向查询结果文档的文档的链接字典; 并将查询结果文档添加到链接字典中。

7. 发明授权

US06560597B1 Concept decomposition using clustering 失效
标题翻译：使用聚类的概念分解
公开(公告)号：US06560597B1
公开(公告)日：2003-05-06
申请号：US09528941
申请日：2000-03-21
申请人： Inderjit Singh Dhillon , Dharmendra Shantilal Modha
发明人： Inderjit Singh Dhillon , Dharmendra Shantilal Modha
IPC分类号： G06F1730
CPC分类号： G06F17/3071 , Y10S707/99934 , Y10S707/99936 , Y10S707/99943
摘要： A system and method operates with a document collection in which documents are represented as normalized document vectors. The document vector space is partitioned into a set of disjoint clusters and a concept vector is computed for each partition, the concept vector comprising the mean vector of all the documents in each partition. Documents are then reassigned to the cluster having their closest concept vector, and a new set of concept vectors for the new partitioning is computed. From an initial partitioning, the concept vectors are iteratively calculated to a stopping threshold value, leaving a concept vector subspace of the document vectors. The documents can then be projected onto the concept vector subspace to be represented as a linear combination of the concept vectors, thereby reducing the dimensionality of the document space. A search query can be received for the content of text documents and a search can then be performed on the projected document vectors to identify text documents that correspond to the search query.
摘要翻译：系统和方法与文档集合一起操作，其中文档被表示为归一化的文档向量。文档向量空间被分割成一组不相交的簇，并且为每个分区计算概念向量，该概念向量包括每个分区中的所有文档的平均向量。然后将文档重新分配给具有最接近的概念向量的集群，并且计算新的分区的新的一组概念向量。从初始分割，将概念向量迭代计算为停止阈值，留下文档向量的概念向量子空间。然后可以将文档投影到概念向量子空间上以被表示为概念向量的线性组合，从而降低文档空间的维度。可以接收关于文本文档的内容的搜索查询，然后可以对投影的文档向量执行搜索以识别与搜索查询相对应的文本文档。

8. 发明授权

US08127084B2 Using different algorithms to destage different types of data from cache 有权
标题翻译：使用不同的算法来从缓存中分配不同类型的数据
公开(公告)号：US08127084B2
公开(公告)日：2012-02-28
申请号：US12731111
申请日：2010-03-24
申请人： Binny Sher Gill , Michael Thomas Benhase , Joseph Smith Hyde, II , Thomas Charles Jarvis , Bruce McNutt , Dharmendra Shantilal Modha
发明人： Binny Sher Gill , Michael Thomas Benhase , Joseph Smith Hyde, II , Thomas Charles Jarvis , Bruce McNutt , Dharmendra Shantilal Modha
IPC分类号： G00F12/00
CPC分类号： G06F12/0804 , G06F12/0866 , G06F12/124 , G06F2212/502
摘要： Provided are a method, system, and article of manufacture for using different algorithms to destage different types of data from cache. A first destaging algorithm is used to destage a first type of data to a storage for a first duration. A second destaging algorithm is used to destage a second type of data to the storage for a second duration.
摘要翻译：提供了一种使用不同算法从缓存中去除不同类型的数据的方法，系统和制品。使用第一个降级算法将第一类型的数据转储到第一个持续时间的存储器。第二种去度数算法被用于在第二持续时间内将存储的第二类型的数据转移到存储器中。

9. 发明授权

US07818273B2 System and method for cortical simulation 有权
标题翻译：皮质模拟系统及方法
公开(公告)号：US07818273B2
公开(公告)日：2010-10-19
申请号：US11857212
申请日：2007-09-18
申请人： Rajagopal (Ananth) Ananthanarayanan , Dharmendra Shantilal Modha
发明人： Rajagopal (Ananth) Ananthanarayanan , Dharmendra Shantilal Modha
IPC分类号： G06E1/00
CPC分类号： G06N3/049
摘要： A cortical simulator optimizing the simulation scale and time through computationally efficient simulation of neurons in a clock-driven and synapses in an event-driven fashion, memory efficient representation of simulation state, and communication efficient message exchanges.
摘要翻译：皮质模拟器通过计算有效地模拟时钟驱动的神经元并以事件驱动的方式突击，模拟状态的存储器有效表示和通信有效的消息交换来优化模拟规模和时间。

10. 发明授权

US07783839B2 Using different algorithms to destage different types of data from cache 有权
标题翻译：使用不同的算法来从缓存中分配不同类型的数据
公开(公告)号：US07783839B2
公开(公告)日：2010-08-24
申请号：US11621057
申请日：2007-01-08
申请人： Binny Sher Gill , Michael Thomas Benhase , Joseph Smith Hyde, II , Thomas Charles Jarvis , Bruce McNutt , Dharmendra Shantilal Modha
发明人： Binny Sher Gill , Michael Thomas Benhase , Joseph Smith Hyde, II , Thomas Charles Jarvis , Bruce McNutt , Dharmendra Shantilal Modha
IPC分类号： G06F12/00
CPC分类号： G06F12/0804 , G06F12/0866 , G06F12/124 , G06F2212/502
摘要： Provided are a method, system, and article of manufacture for using different algorithms to destage different types of data from cache. A first destaging algorithm is used to destage a first type of data to a storage for a first duration. A second destaging algorithm is used to destage a second type of data to the storage for a second duration.
摘要翻译：提供了一种使用不同算法从缓存中去除不同类型的数据的方法，系统和制品。使用第一个降级算法将第一类型的数据转储到第一个持续时间的存储器。第二种去度数算法被用于在第二持续时间内将存储的第二类型的数据转移到存储器中。

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