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    Methods and systems that sample log/event messages in a distributed log-analytics system
    1.
    发明授权
    Methods and systems that sample log/event messages in a distributed log-analytics system 有权

    公开(公告)号：US11650868B2

    公开(公告)日：2023-05-16

    申请号：US17143203

    申请日：2021-01-07

    Applicant: VMWARE, INC.

    Inventor： Ritesh Jha ,  Jobin Raju George ,  Nikhil Jaiswal ,  Pushkar Patil ,  Vaidic Joshi

    IPC: G06F9/54

    CPC classification number: G06F9/546 ,  G06F9/542

    Abstract: The current document is directed to methods and systems that sample log/event messages for downstream processing by log/event-message systems incorporated within distributed computer facilities. The data-collection, data-storage, and data-querying functionalities of log/event-message systems provide a basis for distributed log-analytics systems which, in turn, provide a basis for automated and semi-automated system-administration-and-management systems. By sampling log/event-messages, rather than processing and storing every log/event-message generated within a distributed computer system, a log/event-message system significantly decreases data-storage-capacity, computational-bandwidth, and networking-bandwidth overheads involved in processing and retaining large numbers of log/event messages that do not provide sufficient useful information to justify these costs. Increase in efficiencies of log/event-message systems obtained by sampling translate directly into increases in bandwidths of distributed computer systems, in general, and to increases in time periods during which useful log/event messages can be stored.

    METHOD AND SUBSYSTEM OF A DISTRIBUTED LOG-ANALYTICS SYSTEM THAT AUTOMATICALLY DETERMINE THE SOURCE OF LOG/EVENT MESSAGES
    5.
    发明申请
    METHOD AND SUBSYSTEM OF A DISTRIBUTED LOG-ANALYTICS SYSTEM THAT AUTOMATICALLY DETERMINE THE SOURCE OF LOG/EVENT MESSAGES 有权

    公开(公告)号：US20220318202A1

    公开(公告)日：2022-10-06

    申请号：US17222050

    申请日：2021-04-05

    Applicant: VMware, Inc.

    Inventor： Ritesh Jha ,  Vaidic Joshi ,  Jobin Raju George ,  Nikhil Jaiswal ,  Pushkar Patil

    IPC: G06F16/17 ,  G06F16/18 ,  G06F16/9035 ,  G06F16/9038 ,  G06F9/30 ,  G06F9/54

    Abstract: The current document is directed to methods and subsystems within distributed log-analytics systems that automatically and autonomously generate indications of log sources for log/event messages received by the distributed log-analytics systems. The log-source indications can be incorporated in tags associated with received log/event messages to facilitate use of log/event-message information and log/event-message-processing tools contained in content packs provided by designers, manufacturers, and vendors of computational entities by log/event-message systems that collect, process, and store large volumes of log/event messages generated by many different types of computational entities within distributed computer systems. Log-source indications are generated by a combination of using currently available log-source indications associated with log/event messages, event-type-clustering based event-type-to-log source mapping, and machine-learning-based event-type-to-log source mapping.

    Methods and systems that efficiently cache log/event messages in a distributed log-analytics system
    6.
    发明授权
    Methods and systems that efficiently cache log/event messages in a distributed log-analytics system 有权

    公开(公告)号：US11586486B2

    公开(公告)日：2023-02-21

    申请号：US17093569

    申请日：2020-11-09

    Applicant: VMWARE, INC.

    Inventor： Ritesh Jha ,  Jobin Raju George ,  Shivam Satija ,  Nikhil Jaiswal ,  Pushkar Patil

    IPC: G06F15/16 ,  G06F9/54 ,  H04L29/06 ,  H04L41/069 ,  G06F11/34

    Abstract: The current document is directed to methods and systems that efficiently cache log/event messages in log/event-message systems incorporated within distributed computer facilities. The log/event-message systems provide the data-collection, data-storage, and data-querying functionalities that provide a basis for distributed log-analytics systems which, in turn, provide a basis for automated and semi-automated system-administration-and-management systems. Efficient caching significantly extends the period of time that networking failures and log/event-message processing delays can be tolerated by log/event-message systems without significant loss of information. Rather than caching individual log/event messages, message collectors that employ the currently disclosed technologies cache information regarding log/event-message types, leading to efficient compression of the cached information. As a result, message collectors can cache log/event messages without significant loss of information for time periods of several orders of magnitude greater than those achieved by caching individual log/event messages.

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