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1. 发明申请

US20220027682A1 CLASSIFICATION OF A NON-MONETARY DONATION BASED ON MACHINE LEARNING 有权
公开(公告)号：US20220027682A1
公开(公告)日：2022-01-27
申请号：US16935538
申请日：2020-07-22
申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION
发明人： Thorsten Muehge , Erik Rueger , Markus Ettl , Beverley Joanne Dyke , Thomas William Moncreaff
IPC分类号： G06K9/62 , G06N20/00
摘要： The present disclosure relates to a method for classifying a non-monetary donation. The method comprises: training a machine learning model comprising input neurons arranged in an input layer, each input neuron being operable for inputting an input value (Xn) of a parameter of the donation, and at least one hidden layer comprising multiple hidden neurons, each hidden neuron being operable for calculating a hidden layer value based on at least one input value and weights (w(Xn, Ym)) associated with the respective input neurons. The number of input parameters may be reduced based on ranking the weights (w(Xn, Ym)) related to the individual input parameters. The number of neurons of the hidden layer may be reduced based on ranking the weights related to the individual neurons of the hidden layer. The trained model, the reduced input parameters, and reduced hidden neurons may be provided for enabling the classification using the trained model.

2. 发明申请

US20210049168A1 PREDICTED DATA PROVISIONING FOR ANALYTIC WORKFLOWS 有权
公开(公告)号：US20210049168A1
公开(公告)日：2021-02-18
申请号：US16539261
申请日：2019-08-13
申请人： International Business Machines Corporation
发明人： Tim Uwe Scheideler , Thorsten Muehge , Erik Rueger , Thomas Snellgrove
IPC分类号： G06F16/2458 , G06F16/25 , G06F16/2455 , H04L29/08 , G06F9/54
摘要： A computer-implemented method for performing an analytic workflow process is provided. The method includes storing data from multiple input sources into a data storage pool, performing at least one analytic workflow executed by computing nodes, identifying data, by an analyzer module, expected to be required for a downstream analytic step. Thereby, the identified data have not yet been received in the in-memory database. The method also includes triggering a push module to move the identified data from the data storage pool to the in-memory database. Additionally, the method includes monitoring, by the analyzer module, output data of an analytic step and identifying pointers to additional data expected to be required for a downstream analytic step of a parallel analytic workflow process different to the analytic step of the monitored output data, and moving, by a push module, the data referred to by the pointers to the in-memory database.

3. 发明授权

US10705909B2 File level defined de-clustered redundant array of independent storage devices solution 有权
公开(公告)号：US10705909B2
公开(公告)日：2020-07-07
申请号：US14749688
申请日：2015-06-25
申请人： International Business Machines Corporation
发明人： Michael Diederich , Thorsten Muehge , Erik Rueger , Stefan Schmidt , Rainer Wolafka
IPC分类号： G06F3/06 , G06F11/10
摘要： A RAID (redundant array of independent storage devices) storage system where a file is stored at a physical protection level corresponding to a RAID protection level defined by metadata included in and/or with the file to be stored.

4. 发明授权

US10359948B2 I/O performance in heterogeneous storage environments 有权
公开(公告)号：US10359948B2
公开(公告)日：2019-07-23
申请号：US15687580
申请日：2017-08-28
申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION
发明人： Itzhack Goldberg , Kai Jehnen , Frank Krick , Thorsten Muehge , Erik Rueger
IPC分类号： G06F12/00 , G06F3/06
摘要： An embodiment of the invention may include a method, computer program product, and system for improving I/O performance in a heterogeneous storage environment. The embodiment may include storage devices of different storage device types having different I/O performances. Each of the storage devices is accessible via a SAS interface. The embodiment may include identifying a plurality of storage devices of the heterogeneous storage environment. The embodiment may include creating a table including information about identifiable storage devices and attributes. The embodiment may include separating a block I/O data stream into storage device type classes. The embodiment may include routing I/O requests of corresponding device type classes to their assigned physical lanes using the information included in the table, thereby improving the I/O performance of the heterogeneous storage environment.

5. 发明授权

US10014024B2 Automated just a bunch of disks management 有权
公开(公告)号：US10014024B2
公开(公告)日：2018-07-03
申请号：US15843557
申请日：2017-12-15
申请人： International Business Machines Corporation
发明人： Uwe Fiebrich-Kandler , Frank Krick , Thorsten Muehge , Erik Rueger
IPC分类号： G06F7/00 , G11B17/22 , G11B33/12
摘要： Embodiments of the present invention provide a drive storage system, method, and computer program process for automatically replacing drives. In one embodiment, one or more computer processors receive a request for a new drive. One or more computer processors direct an exchange robot to obtain the new drive from a drive repository and to proceed to a location of a used drive. One or more computer processors then direct the exchange robot to remove the used drive from the location and to insert the new drive into the location of the used drive.

6. 发明授权

US09996698B2 Automated management of confidential data in cloud environments 有权
公开(公告)号：US09996698B2
公开(公告)日：2018-06-12
申请号：US14948969
申请日：2015-11-23
申请人： International Business Machines Corporation
发明人： Marcus Breuer , Itzhack Goldberg , Thorsten Muehge , Erik Rueger , Matthias Seul
IPC分类号： H04L29/06 , G06F12/14 , G06F7/04 , G06F17/00 , G06F21/60 , G06F21/62 , G06F3/06
CPC分类号： G06F21/602 , G06F3/0622 , G06F3/0623 , G06F3/0637 , G06F3/067 , G06F12/1408 , G06F12/1458 , G06F21/6218 , G06F2212/1052 , G06F2212/402
摘要： A shared networked storage may be separated from a key vault system. A storage request with data to be stored and the storage request with a confidentiality rating may be received. The confidentiality rating may indicate a level of confidentiality the data is associated with. The storage request with the data and the confidentiality rating may be received via a shared networked storage access interface by a security layer. The data to be stored by the key vault system and the confidentiality rating may be encrypted on request of the security layer and into a data container. The shared networked storage may be categorized into Cloud zones. Each Cloud zone may be assigned a trust level. The data container may be stored in one of the Cloud zones of the shared networked storage. The trust level of the one of the Cloud zones may correspond to the confidentiality rating.

7. 发明授权

US09911453B2 Automated just a bunch of disks management 有权
公开(公告)号：US09911453B2
公开(公告)日：2018-03-06
申请号：US14862364
申请日：2015-09-23
申请人： International Business Machines Corporation
发明人： Uwe Fiebrich-Kandler , Frank Krick , Thorsten Muehge , Erik Rueger
IPC分类号： G06F7/00 , G11B17/22 , G11B33/12
CPC分类号： G11B17/225 , G06F11/00 , G11B33/125
摘要： Embodiments of the present invention provide a drive storage system, method, and computer program process for automatically replacing drives. In one embodiment, one or more computer processors receive a request for a new drive. One or more computer processors direct an exchange robot to obtain the new drive from a drive repository and to proceed to a location of a used drive. One or more computer processors then direct the exchange robot to remove the used drive from the location and to insert the new drive into the location of the used drive.

8. 发明授权

US09645897B2 Using duplicated data to enhance data security in RAID environments 有权
公开(公告)号：US09645897B2
公开(公告)日：2017-05-09
申请号：US14644328
申请日：2015-03-11
申请人： International Business Machines Corporation
发明人： Michael Diederich , Thorsten Muehge , Erik Rueger , Rainer Wolafka
IPC分类号： G06F11/00 , G06F11/14 , G06F3/06 , G06F11/20 , G06F11/10
CPC分类号： G06F11/1471 , G06F3/0619 , G06F3/065 , G06F3/0689 , G06F11/1076 , G06F11/1402 , G06F11/2056 , G06F2201/84
摘要： A method for processing a data object access request in a storage system having storage devices can include receiving an access request for accessing a first data object, the request being received by a controller that stores at least two consecutive data objects received by the storage system in different storage devices. The method may then include detecting that the first data object is corrupted, and determining, in response to the detecting, that a second data object has identical data as the first data object. Determining that the second data object has identical information as the first data object can include determining that a first metadata tag corresponding with the first data object and a second metadata tag corresponding with the second data object are identical. The second data object can then be provided in a response to the access request.

9. 发明申请

US20170084304A1 AUTOMATED JUST A BUNCH OF DISKS MANAGEMENT 有权
公开(公告)号：US20170084304A1
公开(公告)日：2017-03-23
申请号：US14862364
申请日：2015-09-23
申请人： International Business Machines Corporation
发明人： Uwe Fiebrich-Kandler , Frank Krick , Thorsten Muehge , Erik Rueger
IPC分类号： G11B17/22 , G11B33/12
CPC分类号： G11B17/225 , G06F11/00 , G11B33/125
摘要： Embodiments of the present invention provide a drive storage system, method, and computer program process for automatically replacing drives. In one embodiment, one or more computer processors receive a request for a new drive. One or more computer processors direct an exchange robot to obtain the new drive from a drive repository and to proceed to a location of a used drive. One or more computer processors then direct the exchange robot to remove the used drive from the location and to insert the new drive into the location of the used drive.

10. 发明申请

US20170054498A1 ESTABLISHING OPTICAL COMMUNICATION LINKS 有权
标题翻译：建立光通信链路
公开(公告)号：US20170054498A1
公开(公告)日：2017-02-23
申请号：US14830887
申请日：2015-08-20
申请人： International Business Machines Corporation
发明人： Johannes Bort , Emil O. Gemes , Frank Krick , Thorsten Muehge , Erik Rueger
IPC分类号： H04B10/11
CPC分类号： H04B10/11 , H04B10/114
摘要： Aspects of the present invention disclose a method, computer program product, and system for establishing an optical communication link. The method includes one or more processors controlling an optical detection apparatus to scan an environment to detect at least one marker. The method further includes one or more processors detecting a first marker of the one or more markers, wherein the first marker includes information that indicates a location of a first optical access point. The method further includes one or more processors determining the location of the first optical access point based on an analysis of the first marker. The method further includes one or more processors controlling an optical communication apparatus to align with the determined location of the first optical access point. The method further includes one or more processors establishing an optical communication link between the optical communication apparatus and the first optical access point.
摘要翻译：本发明的方面公开了一种用于建立光通信链路的方法，计算机程序产品和系统。该方法包括一个或多个处理器，其控制光学检测装置来扫描环境以检测至少一个标记。该方法还包括检测一个或多个标记的第一标记的一个或多个处理器，其中第一标记包括指示第一光接入点的位置的信息。该方法还包括基于第一标记的分析确定第一光接入点的位置的一个或多个处理器。该方法还包括一个或多个处理器，其控制光通信装置以与所确定的第一光接入点的位置对准。该方法还包括在光通信设备和第一光接入点之间建立光通信链路的一个或多个处理器。

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