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1. 发明授权

US08433786B2 Selective instrumentation of distributed applications for transaction monitoring 失效
标题翻译：用于交易监控的分布式应用程序的选择性测试
公开(公告)号：US08433786B2
公开(公告)日：2013-04-30
申请号：US12484240
申请日：2009-06-14
申请人： Dakshi Agrawal , Animashree Anandkumar , Chatschik Bisdikian , Ting He , Shoel Perelman
发明人： Dakshi Agrawal , Animashree Anandkumar , Chatschik Bisdikian , Ting He , Shoel Perelman
IPC分类号： G06F15/173 , G06F7/38
CPC分类号： G06F11/3495 , G06F2201/87
摘要： Systems and methods provide a selective instrumentation strategy for monitoring the progress of transactions in a distributed computing system. The monitoring of the transactive processing of jobs is considered through a collection of computer operating stages in a distributed system, using limited information. The monitoring is performed by observing log records (or footprints) produced during each stage of processing in the system. The footprints lack unique transaction identifiers resulting in uncertainties in monitoring transaction instances. The processing stages are selective instrumented to reduce monitoring uncertainty under the given constraints such as limited budget for instrumentation cost.
摘要翻译：系统和方法提供了一种用于监视分布式计算系统中事务进度的选择性仪器策略。通过使用有限的信息在分布式系统中收集计算机操作阶段来考虑作业的交互处理的监控。通过观察系统中每个处理阶段产生的日志记录（或足迹）来执行监视。足迹缺少唯一的事务标识符，导致监视事务实例的不确定性。处理阶段是选择性的，以在给定的约束条件下减少监测不确定性，例如仪器成本预算有限。

2. 发明申请

US20100318648A1 Selective Instrumentation of Distributed Applications for Transaction Monitoring 失效
标题翻译：分布式应用程序的交易监控选择性测试
公开(公告)号：US20100318648A1
公开(公告)日：2010-12-16
申请号：US12484240
申请日：2009-06-14
申请人： Dakshi Agrawal , Animashree Anandkumar , Chatschik Bisdikian , Ting He , Shoel Perelman
发明人： Dakshi Agrawal , Animashree Anandkumar , Chatschik Bisdikian , Ting He , Shoel Perelman
IPC分类号： G06F15/173 , G06F17/30
CPC分类号： G06F11/3495 , G06F2201/87
摘要： Systems and methods provide a selective instrumentation strategy for monitoring the progress of transactions in a distributed computing system. The monitoring of the transactive processing of jobs is considered through a collection of computer operating stages in a distributed system, using limited information. The monitoring is performed by observing log records (or footprints) produced during each stage of processing in the system. The footprints lack unique transaction identifiers resulting in uncertainties in monitoring transaction instances. The processing stages are selective instrumented to reduce monitoring uncertainty under the given constraints such as limited budget for instrumentation cost.
摘要翻译：系统和方法提供了一种用于监视分布式计算系统中事务进度的选择性仪器策略。通过使用有限的信息在分布式系统中收集计算机操作阶段来考虑作业的交互处理的监控。通过观察系统中每个处理阶段产生的日志记录（或足迹）来执行监视。足迹缺少唯一的事务标识符，导致监视事务实例的不确定性。处理阶段是选择性的，以在给定的约束条件下减少监测不确定性，例如仪器成本预算有限。

3. 发明授权

US08577818B2 Automatic model evolution 有权
标题翻译：自动模型演化
公开(公告)号：US08577818B2
公开(公告)日：2013-11-05
申请号：US13604933
申请日：2012-09-06
申请人： Chatschik Bisdikian , Joel W. Branch , Ting He
发明人： Chatschik Bisdikian , Joel W. Branch , Ting He
IPC分类号： G06F15/18 , G06N3/00 , G06N3/12
CPC分类号： G06F11/3447 , G06F8/355 , G06F11/3476 , G06F2201/81 , G06F2201/87
摘要： A method includes performing, on a processor, evaluating log data; determining at least one discrepancy between the log data and a system model; generating a candidate model based on the discrepancy and a model template; and updating the system model based on the candidate model.
摘要翻译：一种方法包括在处理器上执行评估日志数据; 确定日志数据与系统模型之间的至少一个差异; 基于差异生成候选模型和模型模板; 并根据候选模型更新系统模型。

4. 发明授权

US08489525B2 Automatic model evolution 有权
标题翻译：自动模型演化
公开(公告)号：US08489525B2
公开(公告)日：2013-07-16
申请号：US12783782
申请日：2010-05-20
申请人： Chatschik Bisdikian , Joel W. Branch , Ting He
发明人： Chatschik Bisdikian , Joel W. Branch , Ting He
IPC分类号： G06F15/18 , G06N3/00 , G06N3/12
CPC分类号： G06F11/3447 , G06F8/355 , G06F11/3476 , G06F2201/81 , G06F2201/87
摘要： A system includes a storage medium. The storage medium includes a model generation module that generates a candidate model based on a discrepancy and a model template. The storage medium also includes a model evaluation module that selectively updates a system model based on the candidate model.
摘要翻译：系统包括存储介质。存储介质包括基于差异和模型模板生成候选模型的模型生成模块。存储介质还包括模型评估模块，其基于候选模型选择性地更新系统模型。

5. 发明申请

US20110289029A1 AUTOMATIC MODEL EVOLUTION 有权
标题翻译：自动模型演化
公开(公告)号：US20110289029A1
公开(公告)日：2011-11-24
申请号：US12783782
申请日：2010-05-20
申请人： Chatschik Bisdikian , Joel W. Branch , Ting He
发明人： Chatschik Bisdikian , Joel W. Branch , Ting He
IPC分类号： G06N3/12 , G06F15/18
CPC分类号： G06F11/3447 , G06F8/355 , G06F11/3476 , G06F2201/81 , G06F2201/87
摘要： A method comprising: performing on a processor, evaluating log data; determining at least one discrepancy between the log data and a system model; generating a candidate model based on the discrepancy and a model template; and updating the system model based on the candidate model.
摘要翻译：一种方法，包括：在处理器上执行评估日志数据; 确定日志数据与系统模型之间的至少一个差异; 基于差异生成候选模型和模型模板; 并根据候选模型更新系统模型。

6. 发明授权

US08660022B2 Adaptive remote decision making under quality of information requirements 失效
标题翻译：自适应远程决策在信息质量要求下
公开(公告)号：US08660022B2
公开(公告)日：2014-02-25
申请号：US12619121
申请日：2009-11-16
申请人： Chatschik Bisdikian , Ting He , Murtaza Zafer
发明人： Chatschik Bisdikian , Ting He , Murtaza Zafer
IPC分类号： H04L12/26
CPC分类号： G06Q10/06395 , G06Q10/04 , H04L41/147 , H04L43/0829 , H04L43/103 , H04L43/16 , H04L67/12
摘要： A system and method for adaptive remote decision making includes steps of: receiving from an application layer a target range for a level of reporting quality for processed data; setting data collection parameters to meet the target range; collecting the data from a plurality of remote data collecting devices deployed in the distributed computing system, a portion of said data being compromised during the collecting process; processing the collected data to produce the processed data; evaluating the processed data based on observable metrics of current collected data and reported data losses; forecasting an expected reporting quality while continuing to collect the data; comparing the expected reporting quality with the target range; and reporting the processed data when the expected reporting quality falls within the target range for the level of reporting quality.
摘要翻译：一种用于自适应远程决策的系统和方法，包括以下步骤：从应用层接收处理数据的报告质量水平的目标范围; 设置数据采集参数以达到目标范围; 从部署在分布式计算系统中的多个远程数据收集装置收集数据，所述数据的一部分在收集过程中被破坏; 处理收集的数据以产生处理的数据; 根据当前收集的数据和报告的数据损失的可观察度量来评估处理的数据; 在继续收集数据的同时预测预期的报告质量; 将预期报告质量与目标范围进行比较; 并且当报告质量水平达到目标范围时，报告处理的数据。

7. 发明申请

US20120330639A1 AUTOMATIC MODEL EVOLUTION 有权
标题翻译：自动模型演化
公开(公告)号：US20120330639A1
公开(公告)日：2012-12-27
申请号：US13604933
申请日：2012-09-06
申请人： Chatschik Bisdikian , Joel W. Branch , Ting He
发明人： Chatschik Bisdikian , Joel W. Branch , Ting He
IPC分类号： G06F9/45
CPC分类号： G06F11/3447 , G06F8/355 , G06F11/3476 , G06F2201/81 , G06F2201/87
摘要： A method includes performing, on a processor, evaluating log data; determining at least one discrepancy between the log data and a system model; generating a candidate model based on the discrepancy and a model template; and updating the system model based on the candidate model.
摘要翻译：一种方法包括在处理器上执行评估日志数据; 确定日志数据与系统模型之间的至少一个差异; 基于差异生成候选模型和模型模板; 并根据候选模型更新系统模型。

8. 发明申请

US20110119523A1 ADAPTIVE REMOTE DECISION MAKING UNDER QUALITY OF INFORMATION REQUIREMENTS 失效
标题翻译：根据信息质量要求进行适应性远程决策
公开(公告)号：US20110119523A1
公开(公告)日：2011-05-19
申请号：US12619121
申请日：2009-11-16
申请人： CHATSCHIK BISDIKIAN , Ting He , Murtaza Zafer
发明人： CHATSCHIK BISDIKIAN , Ting He , Murtaza Zafer
IPC分类号： G06F11/07 , G06F15/16 , G06Q10/00 , G06F17/10
CPC分类号： G06Q10/06395 , G06Q10/04 , H04L41/147 , H04L43/0829 , H04L43/103 , H04L43/16 , H04L67/12
摘要： A system and method for adaptive remote decision making includes steps of: receiving from an application layer a target range for a level of reporting quality for processed data; setting data collection parameters to meet the target range; collecting the data from a plurality of remote data collecting devices deployed in the distributed computing system, a portion of said data being compromised during the collecting process; processing the collected data to produce the processed data; evaluating the processed data based on observable metrics of current collected data and reported data losses; forecasting an expected reporting quality while continuing to collect the data; comparing the expected reporting quality with the target range; and reporting the processed data when the expected reporting quality falls within the target range for the level of reporting quality.
摘要翻译：一种用于自适应远程决策的系统和方法，包括以下步骤：从应用层接收处理数据的报告质量水平的目标范围; 设置数据采集参数以达到目标范围; 从部署在分布式计算系统中的多个远程数据收集装置收集数据，所述数据的一部分在收集过程中被破坏; 处理收集的数据以产生处理的数据; 根据当前收集的数据和报告的数据损失的可观察度量来评估处理的数据; 在继续收集数据的同时预测预期的报告质量; 将预期报告质量与目标范围进行比较; 并且当报告质量水平达到目标范围时，报告处理的数据。

9. 发明申请

US20130190026A1 ENHANCED RESOURCE MANAGEMENT FOR A NETWORK SYSTEM 有权
标题翻译：网络系统的增强资源管理
公开(公告)号：US20130190026A1
公开(公告)日：2013-07-25
申请号：US13357204
申请日：2012-01-24
申请人： Dakshi Agrawal , Ting He , Ramya Raghavendra
发明人： Dakshi Agrawal , Ting He , Ramya Raghavendra
IPC分类号： H04W24/00 , H04B7/24
CPC分类号： H04W28/16 , H04W28/06 , H04W28/20
摘要： According to exemplary embodiments, a method for resource management of network systems includes sampling channel states of a first set of channels from at least one base station associated with a radio network controller providing an application and estimating channel states of a second set of channels from the at least one base station, wherein the estimated channel states are based on previously sampled channel states and currently sampled channel states. The method further includes adapting at least one runtime parameter of the application based on the sampled channel states of the first set of channels and the estimated channel states of the second set of channels.
摘要翻译：根据示例性实施例，一种用于网络系统的资源管理的方法包括从与提供应用的无线电网络控制器相关联的至少一个基站对第一组信道的信道状态进行采样，并估计第二组信道的信道状态至少一个基站，其中估计的信道状态基于先前采样的信道状态和当前采样的信道状态。该方法还包括基于第一组信道的采样信道状态和第二组信道的估计信道状态来适配应用的至少一个运行时参数。

10. 发明授权

US09094872B2 Enhanced resource management for a network system 有权
标题翻译：增强网络系统的资源管理
公开(公告)号：US09094872B2
公开(公告)日：2015-07-28
申请号：US13357204
申请日：2012-01-24
申请人： Dakshi Agrawal , Ting He , Ramya Raghavendra
发明人： Dakshi Agrawal , Ting He , Ramya Raghavendra
IPC分类号： H04B7/00 , H04W28/16 , H04W28/06 , H04W28/20
CPC分类号： H04W28/16 , H04W28/06 , H04W28/20
摘要： According to exemplary embodiments, a method for resource management of network systems includes sampling channel states of a first set of channels from at least one base station associated with a radio network controller providing an application and estimating channel states of a second set of channels from the at least one base station, wherein the estimated channel states are based on previously sampled channel states and currently sampled channel states. The method further includes adapting at least one runtime parameter of the application based on the sampled channel states of the first set of channels and the estimated channel states of the second set of channels.
摘要翻译：根据示例性实施例，一种用于网络系统的资源管理的方法包括从与提供应用的无线电网络控制器相关联的至少一个基站对第一组信道的信道状态进行采样，并估计第二组信道的信道状态至少一个基站，其中估计的信道状态基于先前采样的信道状态和当前采样的信道状态。该方法还包括基于第一组信道的采样信道状态和第二组信道的估计信道状态来适配应用的至少一个运行时参数。

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