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公开(公告)号：US20100241903A1
公开(公告)日：2010-09-23
申请号：US12408570
申请日：2009-03-20
CPC分类号： G06F11/079 , G06F11/0709 , G06F11/0748 , H04L41/0681 , H04L43/0823 , H04L43/0888
摘要： The present invention extends to methods, systems, and computer program products for automatically generating and refining health models. Embodiments of the invention use machine learning tools to analyze historical telemetry data from a server deployment. The tools output fingerprints, for example, small groupings of specific metrics-plus-behavioral parameters, that uniquely identify and describe past problem events mined from the historical data. Embodiments automatically translate the fingerprints into health models that can be directly applied to monitoring the running system. Fully-automated feedback loops for identifying past problems and giving advance notice as those problems emerge in the future is facilitated without any operator intervention. In some embodiments, a single portion of expert knowledge, for example, Key Performance Indicator (KPI) data, initiates health model generation. Once initiated, the feedback loop can be fully automated to access further telemetry and refine health models based on the further telemetry.
摘要翻译： 本发明延伸到用于自动生成和改进健康模型的方法，系统和计算机程序产品。 本发明的实施例使用机器学习工具来分析来自服务器部署的历史遥测数据。 这些工具输出指纹，例如，特定指标加行为参数的小组，可以唯一地识别和描述从历史数据中挖掘的过去的问题事件。 实施例将指纹自动转换为可直接应用于监视运行系统的健康模型。 全面自动化的反馈回路用于识别过去的问题，并在未来出现这些问题时提前通知，无需任何操作员干预。 在一些实施例中，专家知识的单一部分，例如关键绩效指标（KPI）数据，启动健康模型生成。 一旦启动，反馈回路可以完全自动化，以进一步遥测和基于进一步的遥测来改进健康模型。
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公开(公告)号：US07962797B2
公开(公告)日：2011-06-14
申请号：US12408570
申请日：2009-03-20
IPC分类号： G06F11/00
CPC分类号： G06F11/079 , G06F11/0709 , G06F11/0748 , H04L41/0681 , H04L43/0823 , H04L43/0888
摘要： The present invention extends to methods, systems, and computer program products for automatically generating and refining health models. Embodiments of the invention use machine learning tools to analyze historical telemetry data from a server deployment. The tools output fingerprints, for example, small groupings of specific metrics-plus-behavioral parameters, that uniquely identify and describe past problem events mined from the historical data. Embodiments automatically translate the fingerprints into health models that can be directly applied to monitoring the running system. Fully-automated feedback loops for identifying past problems and giving advance notice as those problems emerge in the future is facilitated without any operator intervention. In some embodiments, a single portion of expert knowledge, for example, Key Performance Indicator (KPI) data, initiates health model generation. Once initiated, the feedback loop can be fully automated to access further telemetry and refine health models based on the further telemetry.
摘要翻译： 本发明延伸到用于自动生成和改进健康模型的方法，系统和计算机程序产品。 本发明的实施例使用机器学习工具来分析来自服务器部署的历史遥测数据。 这些工具输出指纹，例如，特定指标加行为参数的小组，可以唯一地识别和描述从历史数据中挖掘的过去的问题事件。 实施例将指纹自动转换为可直接应用于监视运行系统的健康模型。 全面自动化的反馈回路用于识别过去的问题，并在未来出现这些问题时提前通知，无需任何操作员干预。 在一些实施例中，专家知识的单一部分，例如关键绩效指标（KPI）数据，启动健康模型生成。 一旦启动，反馈回路可以完全自动化，以进一步遥测和基于进一步的遥测来改进健康模型。
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公开(公告)号：US20150163185A1
公开(公告)日：2015-06-11
申请号：US14624824
申请日：2015-02-18
IPC分类号： H04L12/58
摘要： Described is a technology by which an email filtering service or other gateway includes hybrid proxy and store-and-forward logic. A message is initially processed with proxy logic. If the proxy logic is unable to complete filtering/scanning of a message within a timeout period, the store-and-forward logic is invoked to complete filtering/scanning of the message. The store-and-forward logic also may be invoked if a delivery attempt made by the proxy logic fails or does not complete prior to a delivery timeout period. When such a condition is met, the store-and-forward logic accepts the message, including storing the message, sending a response that indicates the message was accepted, and closing the connection over which the message was received. The store-and-forward logic may complete any scanning if not completed by the proxy logic, and takes over delivery responsibilities.
摘要翻译： 描述了电子邮件过滤服务或其他网关包括混合代理和存储转发逻辑的技术。 最初使用代理逻辑处理消息。 如果代理逻辑无法在超时期限内完成对消息的过滤/扫描，则调用存储转发逻辑以完成消息的过滤/扫描。 如果由代理逻辑进行的传递尝试在传送超时周期之前失败或未完成，则可以调用存储转发逻辑。 当满足这种条件时，存储转发逻辑接受消息，包括存储消息，发送指示消息被接受的响应，并且关闭接收消息的连接。 存储转发逻辑可以完成任何扫描，如果不由代理逻辑完成，并接管交付责任。
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公开(公告)号：US20120054859A1
公开(公告)日：2012-03-01
申请号：US12872728
申请日：2010-08-31
CPC分类号： H04L51/12 , G06Q10/107
摘要： The present invention extends to methods, systems, and computer program products for adaptive electronic message scanning. Embodiments of the invention relate to dynamically (and potentially unpredictably) varying the depth/thoroughness of classifying electronic messages to protect against undesirable message content (e.g., SPAM, viruses, digital leakage, etc.). A minimum effectiveness is maintained and, when available resources permit, can be exceeded to provide increased protection. An optimal subset of available message classification rules can be selected on a per message basis. The selection of rules is based on available system resources, minimum desired effectiveness (e.g., defined in a Service Level Agreement (“SLA”)), and rule characteristics. Feedback loops can be used to optimize selected classification rule subsets.
摘要翻译： 本发明扩展到用于自适应电子消息扫描的方法，系统和计算机程序产品。 本发明的实施例涉及动态（并且潜在地不可预测地）改变分类电子消息的深度/彻底性，以防止不期望的消息内容（例如，垃圾邮件，病毒，数字泄漏等）。 维持最低限度的效力，并且在可获得资源的情况下可以超过这些有效性，以提供更多的保护。 可以在每个消息的基础上选择可用消息分类规则的最佳子集。 规则的选择基于可用的系统资源，最小期望的有效性（例如，在服务水平协议（“SLA”）中定义）和规则特征。 反馈回路可用于优化所选择的分类规则子集。
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公开(公告)号：US08635289B2
公开(公告)日：2014-01-21
申请号：US12872728
申请日：2010-08-31
CPC分类号： H04L51/12 , G06Q10/107
摘要： The present invention extends to methods, systems, and computer program products for adaptive electronic message scanning. Embodiments of the invention relate to dynamically (and potentially unpredictably) varying the depth/thoroughness of classifying electronic messages to protect against undesirable message content (e.g., SPAM, viruses, digital leakage, etc.). A minimum effectiveness is maintained and, when available resources permit, can be exceeded to provide increased protection. An optimal subset of available message classification rules can be selected on a per message basis. The selection of rules is based on available system resources, minimum desired effectiveness (e.g., defined in a Service Level Agreement (“SLA”)), and rule characteristics. Feedback loops can be used to optimize selected classification rule subsets.
摘要翻译： 本发明扩展到用于自适应电子消息扫描的方法，系统和计算机程序产品。 本发明的实施例涉及动态（并且潜在地不可预测地）改变分类电子消息的深度/彻底性，以防止不期望的消息内容（例如，垃圾邮件，病毒，数字泄漏等）。 维持最低限度的效力，并且在可获得资源的情况下，可以超过这些有效性来提供更多的保护 可以在每个消息的基础上选择可用消息分类规则的最佳子集。 规则的选择基于可用的系统资源，最小期望的有效性（例如，在服务水平协议（“SLA”）中定义）和规则特征。 反馈回路可用于优化所选择的分类规则子集。
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公开(公告)号：US08464342B2
公开(公告)日：2013-06-11
申请号：US12872691
申请日：2010-08-31
IPC分类号： H04L29/06
CPC分类号： H04L51/12
摘要： The present invention extends to methods, systems, and computer program products for adaptively selecting electronic message scanning rules. Embodiments of the invention relate to dynamically (and potentially unpredictably) varying the depth/thoroughness of classifying electronic messages to protect against undesirable message content (e.g., SPAM, viruses, digital leakage, etc.). A minimum effectiveness is maintained and, when available resources permit, can be exceeded to provide increased protection. An optimal subset of available message classification rules can be selected on a per message basis. The selection of rules is based on available system resources, minimum desired effectiveness (e.g., defined in a Service Level Agreement (“SLA”)), and rule characteristics. Feedback loops can be used to optimize selected classification rule subsets.
摘要翻译： 本发明扩展到用于自适应地选择电子消息扫描规则的方法，系统和计算机程序产品。 本发明的实施例涉及动态（并且潜在地不可预测地）改变分类电子消息的深度/彻底性，以防止不期望的消息内容（例如，垃圾邮件，病毒，数字泄漏等）。 维持最低限度的效力，并且在可获得资源的情况下可以超过这些有效性，以提供更多的保护。 可以在每个消息的基础上选择可用消息分类规则的最佳子集。 规则的选择基于可用的系统资源，最小期望的有效性（例如，在服务水平协议（“SLA”）中定义）和规则特征。 反馈回路可用于优化所选择的分类规则子集。
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公开(公告)号：US20120054858A1
公开(公告)日：2012-03-01
申请号：US12872691
申请日：2010-08-31
CPC分类号： H04L51/12
摘要： The present invention extends to methods, systems, and computer program products for adaptively selecting electronic message scanning rules. Embodiments of the invention relate to dynamically (and potentially unpredictably) varying the depth/thoroughness of classifying electronic messages to protect against undesirable message content (e.g., SPAM, viruses, digital leakage, etc.). A minimum effectiveness is maintained and, when available resources permit, can be exceeded to provide increased protection. An optimal subset of available message classification rules can be selected on a per message basis. The selection of rules is based on available system resources, minimum desired effectiveness (e.g., defined in a Service Level Agreement (“SLA”)), and rule characteristics. Feedback loops can be used to optimize selected classification rule subsets.
摘要翻译： 本发明扩展到用于自适应地选择电子消息扫描规则的方法，系统和计算机程序产品。 本发明的实施例涉及动态（并且潜在地不可预测地）改变分类电子消息的深度/彻底性，以防止不期望的消息内容（例如，垃圾邮件，病毒，数字泄漏等）。 维持最低限度的效力，并且在可获得资源的情况下可以超过这些有效性，以提供更多的保护。 可以在每个消息的基础上选择可用消息分类规则的最佳子集。 规则的选择基于可用的系统资源，最小期望的有效性（例如，在服务水平协议（“SLA”）中定义）和规则特征。 反馈回路可用于优化所选择的分类规则子集。
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公开(公告)号：US5803717A
公开(公告)日：1998-09-08
申请号：US718478
申请日：1997-01-03
CPC分类号： F04B39/123 , Y10S417/902
摘要： A refrigerant compressor arrangement is disclosed, having a compressor which is arranged in a housing and which has a suction connection, the housing being provided with a suction connector which is joined to the suction connection by way of a suction channel. In such an arrangement, it is desirable to increase the opportunity of the compressor to move, that is, to reduce noise, without at the same time having to accept a deterioration in efficiency. To that end, at its housing end the suction channel is in the form of a telescope tube which is capable of being telescoped into the suction connector.
摘要翻译： PCT No.PCT / DK95 / 00129 Sec。 371日期1997年1月3日 102（e）日期1997年1月3日PCT 1995年3月27日PCT PCT。 WO95 / 27141 PCT公开号 日期1995年10月12日公开了一种制冷剂压缩机装置，其具有布置在壳体中并且具有吸入连接的压缩机，该壳体设置有通过抽吸通道接合到吸入连接的吸入连接器。 在这种布置中，期望增加压缩机移动的机会，即降低噪音，而不必同时接受效率的降低。 为此，在其外壳端部，抽吸通道是能够被套入吸入连接器的望远镜管的形式。
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公开(公告)号：US09021043B2
公开(公告)日：2015-04-28
申请号：US12892769
申请日：2010-09-28
摘要： Described is a technology by which an email filtering service or other gateway includes hybrid proxy and store-and-forward logic. A message is initially processed with proxy logic. If the proxy logic is unable to complete filtering/scanning of a message within a timeout period, the store-and-forward logic is invoked to complete filtering/scanning of the message. The store-and-forward logic also may be invoked if a delivery attempt made by the proxy logic fails or does not complete prior to a delivery timeout period. When such a condition is met, the store-and-forward logic accepts the message, including storing the message, sending a response that indicates the message was accepted, and closing the connection over which the message was received. The store-and-forward logic may complete any scanning if not completed by the proxy logic, and takes over delivery responsibilities.
摘要翻译： 描述了电子邮件过滤服务或其他网关包括混合代理和存储转发逻辑的技术。 最初使用代理逻辑处理消息。 如果代理逻辑无法在超时期限内完成对消息的过滤/扫描，则调用存储转发逻辑以完成消息的过滤/扫描。 如果由代理逻辑进行的传递尝试在传送超时周期之前失败或未完成，则可以调用存储转发逻辑。 当满足这种条件时，存储转发逻辑接受消息，包括存储消息，发送指示消息被接受的响应，并且关闭接收消息的连接。 存储转发逻辑可以完成任何扫描，如果不由代理逻辑完成，并接管交付责任。
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公开(公告)号：US20120079036A1
公开(公告)日：2012-03-29
申请号：US12892769
申请日：2010-09-28
IPC分类号： G06F15/16
摘要： Described is a technology by which an email filtering service or other gateway includes hybrid proxy and store-and-forward logic. A message is initially processed with proxy logic. If the proxy logic is unable to complete filtering/scanning of a message within a timeout period, the store-and-forward logic is invoked to complete filtering/scanning of the message. The store-and-forward logic also may be invoked if a delivery attempt made by the proxy logic fails or does not complete prior to a delivery timeout period. When such a condition is met, the store-and-forward logic accepts the message, including storing the message, sending a response that indicates the message was accepted, and closing the connection over which the message was received. The store-and-forward logic may complete any scanning if not completed by the proxy logic, and takes over delivery responsibilities.
摘要翻译： 描述了电子邮件过滤服务或其他网关包括混合代理和存储转发逻辑的技术。 最初使用代理逻辑处理消息。 如果代理逻辑无法在超时期限内完成对消息的过滤/扫描，则调用存储转发逻辑以完成消息的过滤/扫描。 如果由代理逻辑进行的传递尝试在传送超时周期之前失败或未完成，则可以调用存储转发逻辑。 当满足这种条件时，存储转发逻辑接受消息，包括存储消息，发送指示消息被接受的响应，并且关闭接收消息的连接。 存储转发逻辑可以完成任何扫描，如果不由代理逻辑完成，并接管交付责任。
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