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公开(公告)号:US20240362246A1
公开(公告)日:2024-10-31
申请号:US18308050
申请日:2023-04-27
Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP
Inventor: KALAPRIYA KANNAN , CHIRAG TALREJA , CHINMAY CHATURVEDI , SAGAR VENKAPPA NYAMAGOUDA , JAYASANKAR NALLASAMY , PRASAD PIMPLASKAR
IPC: G06F16/25 , G06F16/215 , G06N20/00
CPC classification number: G06F16/254 , G06F16/215 , G06N20/00
Abstract: Systems and methods are provided for generating extract-transform-load (“ETL”) machine learning (“ML”) pipeline validation rules based on user-input, wherein the ETL ML pipeline validation rules may be applicable to validate an ETL ML pipeline against multiple test datasets. The ETL ML pipeline validation rules may comprise compute-type validation rules for computing expected values of data structures within a dataset output by the ETL ML pipeline. The ETL ML pipeline validation rules may comprise check-type validation rules for checking whether data structures within a dataset output by the ETL ML pipeline have intended characteristics.
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公开(公告)号:US20240362194A1
公开(公告)日:2024-10-31
申请号:US18766437
申请日:2024-07-08
Applicant: KPMG LLP
Inventor: Don ROBERTS , Laurence Anthony BROWN , Visal NAIR
IPC: G06F16/215 , G06F16/23 , G06F16/25
CPC classification number: G06F16/215 , G06F16/2379 , G06F16/254
Abstract: A computer-implemented method for extracting bulk data by generating with a secure agent a transfer request for transfer of the bulk data; generating with a content management unit a bulk data extraction job having a job ID associated therewith in response to the transfer request and then transferring the job ID to the secure agent; generating a programmatic call using the job ID with the secure agent requesting data files including a manifest file; generating with the secure agent a search request for searching the manifest file for selected information; retrieving the manifest file with the content management unit in response to the search request; searching and parsing the manifest file with the content management unit to identify and retrieve the data files corresponding to the job ID; and transferring the data files associated with the job ID with the content management unit to a data extraction unit.
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公开(公告)号:US12130830B1
公开(公告)日:2024-10-29
申请号:US16352161
申请日:2019-03-13
Applicant: BMC Software, Inc.
Inventor: Walter Fred Caldwell, Jr. , Robert Ward Blackhall , Jason Ronald Torola , John David O'Dowd
IPC: G06F16/25
CPC classification number: G06F16/254 , G06F16/258
Abstract: Systems and methods are provided that extract information from IMS log records to reduce the amount of data transmitted and input to an analysis engine. An example method includes writing IMS log records matching log types identified in an extraction list to a file within an IMS control region of a mainframe computer and outside of the IMS control region, and reading records from the file. For each record read, the method may also include extracting fields of interest from the log record based on fields of interest associated with the log type of the log record in the extraction list and a data-to-field mapping for the log type, converting the fields of interest to a predetermined format based on the data-to-field mapping, and writing at least one field of interest to an output file. The method may also include transmitting the output file to an analytics engine for processing.
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公开(公告)号:US12130802B2
公开(公告)日:2024-10-29
申请号:US17581741
申请日:2022-01-21
Applicant: COUPANG CORP.
Inventor: Bin Dong
IPC: G06F16/23 , G06F7/14 , G06F9/54 , G06F16/22 , G06F16/245 , G06F16/2455 , G06F16/25 , G06Q10/08 , G06Q10/10 , G06Q30/0601
CPC classification number: G06F16/2379 , G06F7/14 , G06F9/541 , G06F16/2282 , G06F16/2358 , G06F16/245 , G06F16/24554 , G06F16/254 , G06F16/258 , G06Q10/08 , G06Q10/10 , G06Q30/0601
Abstract: A computer-implemented system and method for generating a data transaction log is disclosed. The method has the steps of: generating a registry; maintaining at least one data source agent, each data source agent being configured to: query the registry to receive an address of the one or more first data table; receiving, in response to the query, the at least one transaction logs from at least one first storage, wherein each transaction log is associated with a transaction time; compiling one or more modified transaction logs; and maintaining at least one streaming process, each streaming process being configured to: generate the at least one second data table based on the modified transaction logs for storage in the at least one second storage; and generate display based on the at least one second data table.
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公开(公告)号:US12119108B2
公开(公告)日:2024-10-15
申请号:US18363701
申请日:2023-08-01
Applicant: ZHEJIANG LAB
Inventor: Jingsong Li , Wenchao Xiang , Guangyuan Deng , Tianshu Zhou , Yu Tian
CPC classification number: G16H40/20 , G06F9/4881 , G06F16/254 , G16H10/60
Abstract: The present disclosure discloses a medical ETL task dispatching method, system and apparatus based on multiple centers. The method includes following steps: step S1: testing and verifying ETL tasks; step S2: deploying the ETL tasks to a hospital center, and dispatching the ETL tasks to a plurality of executors for execution; step S3: screening an executor set meeting resource demands of ETL tasks to be dispatched; step S4: calculating a current task load of each executor in the executor set; step S5: selecting the executor with a minimum current task load to execute the ETL tasks; and step S6: selecting, by the dispatching machine, the ETL tasks from executor active queues according to a priority for execution. The present disclosure selects the most suitable executor by analyzing a serving index as a task to be dispatched on a current dispatching machine.
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公开(公告)号:US12118396B2
公开(公告)日:2024-10-15
申请号:US17317571
申请日:2021-05-11
Applicant: Microsoft Technology Licensing, LLC
Inventor: Adi Eldar , Shahar Davidovich
IPC: G06F9/50 , G06F16/2458 , G06F16/25
CPC classification number: G06F9/5027 , G06F16/2465 , G06F16/254
Abstract: Methods, systems, apparatuses, and computer-readable storage mediums described herein are configured to automatically allocate or deallocate computing resources based on a prediction of performance metrics behavior. For instance, the historical behavior of compute metrics (or a time series obtained therefor) is analyzed to detect a seasonality (i.e., a seasonal pattern) and a trend therefor. A prediction of the metrics' behavior for a future time frame is determined based on the seasonality and the trend. Based on the prediction, computing resources are allocated or deallocated at or prior to the future time frame occurring. For example, if a prediction is made that a particular metric will increase, additional compute resources are allocated to handle the increase ahead of the predicted metric increase. If a prediction is made that a particular metric will decrease, compute resources are deallocated at the time the metric is predicted to decrease.
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公开(公告)号:US20240330319A1
公开(公告)日:2024-10-03
申请号:US18738875
申请日:2024-06-10
Applicant: Snowflake Inc.
Inventor: Benoit Dageville , Thierry j:;ruanes , Marcin Zukowski
IPC: G06F16/27 , A61F5/56 , G06F9/48 , G06F9/50 , G06F16/14 , G06F16/182 , G06F16/21 , G06F16/22 , G06F16/23 , G06F16/2453 , G06F16/2455 , G06F16/2458 , G06F16/25 , G06F16/28 , G06F16/951 , G06F16/9535 , G06F16/9538 , H04L67/1095 , H04L67/1097 , H04L67/568
CPC classification number: G06F16/273 , A61F5/566 , G06F9/4881 , G06F9/5016 , G06F9/5044 , G06F9/5083 , G06F9/5088 , G06F16/148 , G06F16/1827 , G06F16/211 , G06F16/221 , G06F16/2365 , G06F16/24532 , G06F16/24545 , G06F16/24552 , G06F16/2456 , G06F16/2471 , G06F16/254 , G06F16/27 , G06F16/283 , G06F16/951 , G06F16/9535 , G06F16/9538 , H04L67/1095 , H04L67/1097 , H04L67/568
Abstract: Example resource management systems and methods are described. In one implementation, a system includes a memory and a processing device operatively coupled to the memory. The processing device is to receive a query referencing database data stored in a storage platform, determine a task associated with processing the received query, and create an execution node comprising cache resources and processing resources. Furthermore, a size of the cache resources of the execution node is determined upon creation of the execution node, based at least in part on the task, and processing resources of the execution node are determined upon creation of the execution node, based at least in part on the task. The execution node is included within a plurality of execution nodes to process the task associated with processing the received query.
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公开(公告)号:US12105730B2
公开(公告)日:2024-10-01
申请号:US18052309
申请日:2022-11-03
Applicant: Waters Technologies Ireland Limited
Inventor: Romuald McSweeney , Steven Cohn , Matthew Buehler
IPC: G06F16/00 , G06F16/21 , G06F16/25 , G06F16/26 , G06F16/904
CPC classification number: G06F16/26 , G06F16/214 , G06F16/254 , G06F16/256 , G06F16/904
Abstract: Exemplary embodiments provide computer-implemented methods, mediums, and apparatuses configured to visualize data stored in a cloud-based storage service. A database in the data storage ecosystem may store results sets from an analytical chemistry system. An uploader may automatically upload the data into cloud storage. Because a great deal of data can be made available this way, more complex analyses can be performed based on visualizations for the data. Examples of analyses performed in connection with these visualizations include product analyses for potency and stability, analyst performance analyses, analytical method analyses, site performance analyses, etc.
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公开(公告)号:US12105725B2
公开(公告)日:2024-10-01
申请号:US17589778
申请日:2022-01-31
Applicant: Salesforce, Inc.
Inventor: Zineb Laraki , Penny Tselikis , Till Christian Bergmann , Michael Weil , Christian Posse , Jason Teller , Alex Edelstein , Sarah Joann Aerni , Mehmet Ezbiderli
IPC: G06F16/25 , G06F16/23 , G06F16/2457 , G06N20/00
CPC classification number: G06F16/254 , G06F16/23 , G06F16/2457 , G06N20/00
Abstract: Methods, systems, apparatuses, devices, and computer program products are described. A system may identify, from an event log including log entries for a tenant of a multi-tenant database system, a pattern of log entries corresponding to main actions and satisfying a frequency threshold. The system may identify log entries associated with the pattern and corresponding to the main actions, detailed actions, or both. The system may retrieve data corresponding to a history field of a data object associated with the pattern and may determine at least a portion of a process flow for the data object according to the pattern and based on the log entries and the historical data. The process flow may include operations to perform using the data object. In some cases, the system may transmit, to a user device, an indication of the portion of the process flow for user review and implementation.
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公开(公告)号:US20240320202A1
公开(公告)日:2024-09-26
申请号:US18678357
申请日:2024-05-30
Applicant: Snowflake Inc.
Inventor: Vlad Bunescu , Joshua Klahr , Louis Magarshack , Shiyu Qu , Zerui Wei , Jiaqi Yan
CPC classification number: G06F16/2228 , G06F16/254
Abstract: Methods, systems, and computer programs are described for tracking evaluation of workload stability through performance indexing. A plurality of metric source data is received by at least one hardware processor. Based on this data, a workload is identified as a stable workload candidate. A performance index is then generated, reflecting the characteristics of the identified stable workload candidate. The performance index is continuously tracked over a period of time, enabling the detection and analysis of any modifications to the workload and the subsequent impact on system performance.
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