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1. 发明申请

US20100329133A1 NETWORK DETECTION OF REAL-TIME APPLICATIONS USING INCREMENTAL LINEAR REGRESSION 有权
标题翻译：使用增量线性回归的网络检测实时应用
公开(公告)号：US20100329133A1
公开(公告)日：2010-12-30
申请号：US12495236
申请日：2009-06-30
申请人： Fang Hao , Muralidharan Sampath Kodialam , Tirunell V. Lakshman
发明人： Fang Hao , Muralidharan Sampath Kodialam , Tirunell V. Lakshman
IPC分类号： H04L12/26
CPC分类号： H04L41/5019 , H04L41/5087 , H04L41/509 , H04L43/026
摘要： Method and apparatus using incremental linear regression to derive a traffic flow signature indicative of a particular application within a packet stream.
摘要翻译：使用增量线性回归的方法和装置来导出指示分组流内的特定应用的业务流签名。

2. 发明申请

US20080313132A1 HIGH ACCURACY BLOOM FILTER USING PARTITIONED HASHING 有权
标题翻译：使用分级清洗的高精度蒸汽过滤器
公开(公告)号：US20080313132A1
公开(公告)日：2008-12-18
申请号：US11763676
申请日：2007-06-15
申请人： Fang Hao , Muralidharan Sampath Kodialam , Tirunell V. Lakshman
发明人： Fang Hao , Muralidharan Sampath Kodialam , Tirunell V. Lakshman
IPC分类号： G06F17/30
CPC分类号： H04L45/00 , H04L45/745
摘要： A method and system for generating a bloom filter by mapping into respective groups each of a plurality of initial keys according to a first hash function and mapping each group hashed key into a bloom filter using k respective hash functions.
摘要翻译：一种用于通过根据第一散列函数映射到多个初始密钥中的每个组并且将每个组映射到相应组中来生成布隆过滤器的方法和系统，其使用k个相应的散列函数将密钥散列到布隆过滤器中。

3. 发明授权

US07961731B2 Method and system for real-time detection of hidden traffic patterns 有权
标题翻译：实时检测隐藏流量模式的方法和系统
公开(公告)号：US07961731B2
公开(公告)日：2011-06-14
申请号：US11096220
申请日：2005-03-31
申请人： Fang Hao , Muralidharan Sampath Kodialam , Tirunell V. Lakshman
发明人： Fang Hao , Muralidharan Sampath Kodialam , Tirunell V. Lakshman
IPC分类号： H04L12/28 , G01R31/08 , H04J3/24 , G06F15/173
CPC分类号： H04L63/1408 , H04L43/024
摘要： A method for measuring flow is disclosed. The method includes receiving an IP packet; determining if another IP packet is stored in a register; if another IP packet is stored in the register, comparing the stored IP packet with the received IP packet; and determining the longest match between the stored IP packet and the received IP packet.
摘要翻译：公开了一种测量流量的方法。该方法包括：接收IP包; 确定另一个IP包是否存储在一个寄存器中; 如果另一IP分组存储在寄存器中，则将所存储的IP分组与接收的IP分组进行比较; 并确定所存储的IP分组与所接收的IP分组之间的最长匹配。

4. 发明授权

US07930547B2 High accuracy bloom filter using partitioned hashing 有权
标题翻译：使用分区散列的高精度绽放滤镜
公开(公告)号：US07930547B2
公开(公告)日：2011-04-19
申请号：US11763676
申请日：2007-06-15
申请人： Fang Hao , Muralidharan Sampath Kodialam , Tirunell V. Lakshman
发明人： Fang Hao , Muralidharan Sampath Kodialam , Tirunell V. Lakshman
IPC分类号： H04L9/32
CPC分类号： H04L45/00 , H04L45/745
摘要： A method and system for generating a bloom filter by mapping into respective groups each of a plurality of initial keys according to a first hash function and mapping each group hashed key into a bloom filter using k respective hash functions.
摘要翻译：一种用于通过根据第一散列函数映射到多个初始密钥中的每个组并且将每个组映射到相应组中来生成布隆过滤器的方法和系统，其使用k个相应的散列函数将密钥散列到布隆过滤器中。

5. 发明授权

US08266506B2 Method and apparatus for multiset membership testing using combinatorial bloom filters 有权
标题翻译：使用组合绽放滤波器进行多集群成员化测试的方法和装置
公开(公告)号：US08266506B2
公开(公告)日：2012-09-11
申请号：US12426227
申请日：2009-04-18
申请人： Fang Hao , Muralidharan Sampath Kodialam , Tirunell V. Lakshman , Haoyu Song
发明人： Fang Hao , Muralidharan Sampath Kodialam , Tirunell V. Lakshman , Haoyu Song
IPC分类号： G06F11/00
CPC分类号： H03M13/13 , H03M13/51
摘要： A method and apparatus providing improved set membership determination and group membership identification of candidate data elements using a single Bloom filter programmed to provide a plurality of non-zero f-bit binary vectors, where each of the f-bit binary vectors is associated with a respective group. The Bloom filter is programmed using one or more (but not all) of a plurality of hash filter sets.
摘要翻译：一种使用编程为提供多个非零f位二进制向量的单个Bloom滤波器来提供候选数据元素的改进的集合隶属确定和组成员标识的方法和装置，其中每个f位二进制向量与各自组。布隆过滤器使用多个散列滤波器组中的一个或多个（但不是全部）进行编程。

6. 发明授权

US07957272B2 Method and apparatus for coincidence counting for estimating flow statistics 有权
标题翻译：用于估计流量统计的符合计数的方法和装置
公开(公告)号：US07957272B2
公开(公告)日：2011-06-07
申请号：US11372895
申请日：2006-03-10
申请人： Fang Hao , Muralidharan Sampath Kodialam , Tirunell V. Lakshman , Hui Zhang
发明人： Fang Hao , Muralidharan Sampath Kodialam , Tirunell V. Lakshman , Hui Zhang
IPC分类号： G01R31/08
CPC分类号： H04L47/2441 , H04L43/00 , H04L47/10
摘要： The invention includes a method and apparatus for determining a coincidence count associated with a traffic flow in a network. The method includes receiving a first packet having a first flow identifier associated with one of the traffic flows, comparing the first flow identifier of the first packet to each of a plurality of other flow identifiers associated with a respective plurality of other packets, and determining a coincidence count associated with the first flow identifier based on the comparison of the first flow identifier to each of the plurality of other flow identifiers. The method for determining a coincidence count associated with one of a plurality of traffic flows may be extended for determining respective coincidence counts associated with a plurality of traffic flows. The determined coincidence counts may be used for determining at least one traffic flow statistic.
摘要翻译：本发明包括一种用于确定与网络中的业务流相关联的重合计数的方法和装置。该方法包括接收具有与业务流中的一个相关联的第一流标识符的第一分组，将第一分组的第一流标识符与与相应多个其他分组相关联的多个其他流标识符中的每一个进行比较，以及确定基于第一流标识符与多个其他流标识符中的每一个的比较，与第一流标识符相关联的重合计数。可以扩展用于确定与多个业务流中的一个业务流相关联的一致计数的方法，以确定与多个业务流相关联的相应重合计数。确定的重合计数可用于确定至少一个交通流量统计量。

7. 发明申请

US20100269024A1 METHOD AND APPARATUS FOR MULTISET MEMBERSHIP TESTING USING COMBINATORIAL BLOOM FILTERS 有权
标题翻译：使用组合式BLOOM过滤器进行多种成员测试的方法和装置
公开(公告)号：US20100269024A1
公开(公告)日：2010-10-21
申请号：US12426227
申请日：2009-04-18
申请人： Fang Hao , Muralidharan Sampath Kodialam , Tirunell V. Lakshman , Haoyu Song
发明人： Fang Hao , Muralidharan Sampath Kodialam , Tirunell V. Lakshman , Haoyu Song
IPC分类号： G06F17/30 , G06F11/10 , H03M13/05
CPC分类号： H03M13/13 , H03M13/51
摘要： A method and apparatus providing improved set membership determination and group membership identification of candidate data elements using a single Bloom filter programmed to provide a plurality of non-zero f-bit binary vectors, where each of the f-bit binary vectors is associated with a respective group. The Bloom filter is programmed using one or more (but not all) of a plurality of hash filter sets.
摘要翻译：一种使用编程为提供多个非零f位二进制向量的单个Bloom滤波器来提供候选数据元素的改进的集合隶属确定和组成员标识的方法和装置，其中每个f位二进制向量与各自组。布隆过滤器使用多个散列滤波器组中的一个或多个（但不是全部）进行编程。

8. 发明授权

US08218452B2 Network detection of real-time applications using incremental linear regression 有权
标题翻译：使用增量线性回归网络检测实时应用程序
公开(公告)号：US08218452B2
公开(公告)日：2012-07-10
申请号：US12495236
申请日：2009-06-30
申请人： Fang Hao , Muralidharan Sampath Kodialam , Tirunell V. Lakshman
发明人： Fang Hao , Muralidharan Sampath Kodialam , Tirunell V. Lakshman
IPC分类号： H04L12/26
CPC分类号： H04L41/5019 , H04L41/5087 , H04L41/509 , H04L43/026
摘要： Method and apparatus using incremental linear regression to derive a traffic flow signature indicative of a particular application within a packet stream.
摘要翻译：使用增量线性回归的方法和装置来导出指示分组流内的特定应用的业务流签名。

9. 发明授权

US07639611B2 Method and apparatus for payload-based flow estimation 有权
标题翻译：基于有效载荷的流量估计的方法和装置
公开(公告)号：US07639611B2
公开(公告)日：2009-12-29
申请号：US11372898
申请日：2006-03-10
申请人： Fang Hao , Muralidharan Sampath Kodialam , Tirunell V. Lakshman , Hui Zhang
发明人： Fang Hao , Muralidharan Sampath Kodialam , Tirunell V. Lakshman , Hui Zhang
IPC分类号： G01R31/08
CPC分类号： H04L43/0876 , H04L43/022
摘要： The invention includes a method and apparatus for generating a coincidence count table adapted for determining at least one flow statistic. The method includes receiving a plurality of packets comprising a respective plurality of payloads, comparing payloads associated with consecutive ones of the plurality of packets for identifying at least one simple pattern included within the compared payloads of the consecutive ones of the plurality of packets, for each of the consecutive ones of the plurality of packets, if the at least one simple pattern is identified, processing the at least one simple pattern to form a complex pattern, and for each complex pattern, updating a coincidence count associated with the complex pattern, wherein the coincidence counts are adapted for determining at least one flow statistic.
摘要翻译：本发明包括一种用于产生适于确定至少一个流统计量的符合计数表的方法和装置。该方法包括接收包括相应多个有效载荷的多个分组，比较与多个分组中的连续的分组相关联的有效载荷，用于为每个分组中的连续多个分组的比较的有效载荷中包含的至少一个简单模式如果所述至少一个简单模式被识别，则处理所述至少一个简单模式以形成复杂模式，并且对于每个复杂模式，更新与所述复杂模式相关联的重合计数，其中，符合计数适用于确定至少一个流量统计量。

10. 发明授权

US07729257B2 Method and apparatus for link transmission scheduling for handling traffic variation in wireless mesh networks 有权
标题翻译：用于处理无线网状网络中的业务变化的链路传输调度的方法和装置
公开(公告)号：US07729257B2
公开(公告)日：2010-06-01
申请号：US11394372
申请日：2006-03-30
申请人： Muralidharan Sampath Kodialam , Tirunell V. Lakshman , Sudipta Sengupta
发明人： Muralidharan Sampath Kodialam , Tirunell V. Lakshman , Sudipta Sengupta
IPC分类号： H04J1/16
CPC分类号： H04L45/00 , H04L43/0882 , H04L45/302 , H04W28/08 , H04W40/12 , Y02D70/22 , Y02D70/34
摘要： The invention includes a method and apparatus for generating a link transmission schedule for handling traffic variation in wireless networks without dynamic scheduling or routing. The method includes determining fixed traffic capacities associated with respective wireless links of a wireless network according to a routing algorithm, and generating, using the routing algorithm and the fixed traffic capacities, a link transmission schedule including at least one condition by which traffic is transmitted using each of the network links. The link transmission schedule is adapted to remain substantially fixed during dynamic traffic changes. The routing algorithm may be a two-phase routing algorithm in which traffic is distributed by each node in the wireless network to every node in the wireless network using traffic split ratios. For two-phase routing, fixed traffic capacities may be determined using ingress and egress traffic capacities and traffic split ratios associated with respective nodes in the wireless network.
摘要翻译：本发明包括一种用于在没有动态调度或路由的情况下生成用于处理无线网络中的业务变化的链路传输调度的方法和装置。该方法包括根据路由算法确定与无线网络的相应无线链路相关联的固定业务容量，以及使用路由算法和固定业务容量生成链路传输调度，链路传输调度包括至少一个使用每个网络链接。链路传输调度适于在动态业务改变期间保持基本固定。路由算法可以是两阶段路由算法，其中使用业务分流比将流量由无线网络中的每个节点分配给无线网络中的每个节点。对于两相路由，可以使用入口和出口业务容量以及与无线网络中的相应节点相关联的业务分流比来确定固定业务容量。

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