公开(公告)号：US11354588B2

公开(公告)日：2022-06-07

申请号：US16563076

申请日：2019-09-06

Applicant: International Business Machines Corporation

Inventor： Jing Li ,  Xiang Li ,  Haifeng Liu ,  Guo Tong Xie ,  Yi Qin Yu ,  Shi Lei Zhang

IPC: G06N7/00

Abstract: A method for detecting deviations between an event log and a process model includes converting the process model into a probability process model, the probability process model comprising multiple nodes in multiple hierarchies and probability distribution associated with the multiple nodes, a leaf node among the multiple nodes corresponding to an activity in the process model; detecting differences between at least one event sequence contained in the event log and the probability process model according to a correspondence relationship; and identifying the differences as the deviations in response to the differences exceeding a predefined threshold; wherein the correspondence relationship describes a correspondence relationship between an event in one event sequence of the at least one event sequence and a leaf node in the probability process model.

公开(公告)号：US11070489B2

公开(公告)日：2021-07-20

申请号：US15802023

申请日：2017-11-02

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Yong Deng Hu ,  Jing Li ,  Qiang Liu ,  Jing Quan ,  Jian Wang ,  Xing Xing Di

IPC: G06F15/173 ,  H04L12/927 ,  H04L12/911

Abstract: A method, computer program product, and system are provided. A resource exhaustion is predicted based on the available resource and a consumption speed of the resource in a bare-metal server. Then it is determined whether the resource exhaustion will have an impact on the Service Level Agreement (SLA) and, responsive to the determination that the resource exhaustion will have an impact on the SLA, a control of the resource consumption speed is enacted to slow down the resource exhaustion and to maintain the SLA.

公开(公告)号：US11045255B2

公开(公告)日：2021-06-29

申请号：US15820237

申请日：2017-11-21

Applicant: International Business Machines Corporation

Inventor： Jing Mei ,  Shi Wan Zhao ,  Gang Hu ,  Jing Li ,  Eryu Xia ,  En Liang Xu

IPC: G16H50/50 ,  G16H40/20 ,  G16H50/20 ,  A61B34/10 ,  G06F19/00 ,  G06N3/08 ,  G06F16/903 ,  G06N3/04 ,  G06N3/00

Abstract: Patient treatment may be optimized using Recurrent Neural Network (RNN) based state simulation and Reinforcement learning (RL) techniques to simulate future states and actions. A RNN state simulator and a RL action generator may be trained using patient data such as historical states and actions. The RL action generator may be optimized by applying the RNN state simulator to simulating future states and applying the RL action generator to generate recommended actions based on the simulated future states. This process may be iteratively performed until a computational convergence is reached by the RL action generator which may indicate that the RL action generator has been optimized. A patient state may be fed into the optimized RL action generator to generate an optimal recommended treatment action.

公开(公告)号：US11030064B2

公开(公告)日：2021-06-08

申请号：US15617860

申请日：2017-06-08

Applicant: International Business Machines Corporation

Inventor： Jing Ding ,  Jing Li ,  Ji Jiang Song ,  Jian Wang

IPC: G06N20/00 ,  G06F11/00 ,  G06N5/04 ,  G06F11/22 ,  G06F16/22 ,  G06F16/23 ,  G06N20/10

Abstract: The subject disclosure relates to employing grouping and selection components to facilitate a grouping of failure data associated with oil and gas exploration equipment into one or more equipment failure type groups. In an example, a method comprises grouping, by a system operatively coupled to a processor, training data of a set of equipment failure data into one or more failure type groups based on one or more determined failure criteria, wherein the one or more failure type groups represent equipment failure classifications associated with energy exploration processes; and selecting, by the system, first ungrouped data from the set of equipment failure data based on a level of similarity between the first ungrouped data and the training data.

公开(公告)号：US10832809B2

公开(公告)日：2020-11-10

申请号：US14828649

申请日：2015-08-18

Applicant: International Business Machines Corporation

Inventor： Jing Li ,  Xiang Li ,  Haifeng Liu ,  Jing Mei ,  Guo Tong Xie ,  Yi Qin Yu

IPC: G06Q10/00 ,  G06Q50/00 ,  G16H40/20

Abstract: The present disclosure provides a method, apparatus and system for processing a case management model (CMM). According to an embodiment, there is provided a method for processing a CMM, the method includes: obtaining an existing CMM having a plurality of elements; obtaining a new CMM having at least one element; aligning an element of the new CMM to an element of the existing CMM according to match costs between the element of the new CMM and the plurality of elements of the existing CMM; and fusing the new CMM into the existing CMM based on the match cost between the aligned elements.

公开(公告)号：US10594771B2

公开(公告)日：2020-03-17

申请号：US15428203

申请日：2017-02-09

Applicant: International Business Machines Corporation

Inventor： Feng Gao ,  Peng Hui Jiang ,  Jing Li ,  Qin Li ,  Guang H. Sui ,  Bin Xu ,  Jian Hua Zhang

IPC: H04L29/08 ,  H04L29/06

Abstract: A method for distributed file transfers with high performance and reliability includes creating, on a first Trivial File Transfer Protocol (TFTP) server, a global cache, where the global cache is used to store up to a first portion of a data file. The method further includes storing, on the first TFTP server, in the global cache, one or more continuous data blocks that have exceeded a defined first request rate threshold, where the one or more continuous data blocks make up a subset of the data blocks of the first portion of the data file. The method further includes predicting, on the first TFTP server, a next data block in the data file to be stored in the global cache and in response to predicting the next data block, storing, on the first TFTP server, the next data block in the global cache.

公开(公告)号：US20180357568A1

公开(公告)日：2018-12-13

申请号：US15842561

申请日：2017-12-14

Applicant: International Business Machines Corporation

Inventor： Jing Ding ,  Jing Li ,  Ji Jiang Song ,  Jian Wang

IPC: G06N99/00 ,  G06N5/04 ,  G06F17/30

CPC classification number: G06N99/005 ,  G06F17/30312 ,  G06F17/30371 ,  G06N5/047

Abstract: The subject disclosure relates to employing grouping and selection components to facilitate a grouping of failure data associated with oil and gas exploration equipment into one or more equipment failure type groups. In an example, a method comprises grouping, by a system operatively coupled to a processor, training data of a set of equipment failure data into one or more failure type groups based on one or more determined failure criteria, wherein the one or more failure type groups represent equipment failure classifications associated with energy exploration processes; and selecting, by the system, first ungrouped data from the set of equipment failure data based on a level of similarity between the first ungrouped data and the training data.

公开(公告)号：US10009412B1

公开(公告)日：2018-06-26

申请号：US15840444

申请日：2017-12-13

Applicant: International Business Machines Corporation

Inventor： Feng Gao ,  Peng Hui Jiang ,  Jing Li ,  Qin Li ,  Guang H. Sui ,  Bin Xu ,  Jian Hua Zhang

IPC: G06F15/16 ,  H04L29/08 ,  H04L29/06

CPC classification number: H04L67/06 ,  H04L67/10 ,  H04L67/2842 ,  H04L67/42

Abstract: A method for distributed file transfers with high performance and reliability includes creating, on a first Trivial File Transfer Protocol (TFTP) server, a global cache, where the global cache is used to store up to a first portion of a data file. The method further includes storing, on the first TFTP server, in the global cache, one or more continuous data blocks that have exceeded a defined first request rate threshold, where the one or more continuous data blocks make up a subset of the data blocks of the first portion of the data file. The method further includes predicting, on the first TFTP server, a next data block in the data file to be stored in the global cache and in response to predicting the next data block, storing, on the first TFTP server, the next data block in the global cache.

公开(公告)号：US09343545B2

公开(公告)日：2016-05-17

申请号：US13786573

申请日：2013-03-06

Applicant: International Business Machines Corporation

Inventor： Chung H. Lam ,  Jing Li ,  Edward W. Kiewra

IPC: H01L27/118 ,  H01L29/66 ,  H01L27/22 ,  H01L27/24 ,  G11C13/00

CPC classification number: H01L29/66666 ,  G11C13/003 ,  G11C2213/79 ,  H01L27/228 ,  H01L27/2454 ,  H01L27/2463

Abstract: A memory array and a method for electrically coupling memory cell access devices to a word line. The memory array includes a source line electrically coupled to each source terminal of the memory cell access devices. The memory array also includes a first set of at least two vertical pillars positioned above and electrically coupled to the source line. A second set of vertical pillars electrically isolated from the source line and positioned such that the source line does not extend below the second set of vertical pillars is also included. Furthermore, gate terminals of the memory cell access devices laterally surround the first set of vertical pillars and the second set of vertical pillars. Finally, a first word line contact is positioned between two of the second set of vertical pillars. The first word line contact is electrically coupled to the gate terminals.

Abstract translation: 一种用于将存储器单元访问设备电耦合到字线的存储器阵列和方法。 存储器阵列包括电耦合到存储器单元访问设备的每个源端的源极线。 存储器阵列还包括位于上方并电耦合到源极线的至少两个垂直柱的第一组。 第二组垂直柱与源极线电隔离并且定位成使得源极线不延伸到第二组垂直柱之下。 此外，存储器单元访问装置的栅极端子横向围绕第一组垂直支柱和第二组垂直支柱。 最后，第一个字线触点位于第二组垂直支柱之间。 第一字线触点电耦合到栅极端子。

公开(公告)号：US09311009B2

公开(公告)日：2016-04-12

申请号：US14826305

申请日：2015-08-14

Applicant: International Business Machines Corporation

Inventor： Bing Dai ,  Chung H. Lam ,  Jing Li

IPC: G06F12/00 ,  G06F3/06 ,  G06F12/02 ,  G06F1/32 ,  G06F9/50

CPC classification number: G06F3/0625 ,  G06F1/3225 ,  G06F1/3275 ,  G06F3/0631 ,  G06F3/0653 ,  G06F3/0679 ,  G06F9/5016 ,  G06F12/02 ,  Y02D10/13 ,  Y02D10/14 ,  Y02D10/22

Abstract: A memory system, system including the memory system and method of reducing memory system power consumption. The memory system includes multiple memory units allocable to one of a number of processor units, e.g., processors or processor cores. A memory controller receives requests for memory from the processor units and allocates sufficient space from the memory to each requesting processor unit. Allocated memory can include some Single Level per Cell (SLC) memory units storing a single bit per cell and other memory units storing more than one bit per cell. Thus, two processor units may be assigned identical memory space, while half, or fewer, than the number of cells of one are assigned to the other.

Abstract translation: 一种存储系统，包括内存系统和减少内存系统功耗的方法。 存储器系统包括可分配到多个处理器单元之一（例如处理器或处理器核）中的多个存储器单元。 存储器控制器从处理器单元接收对存储器的请求，并从存储器向每个请求处理器单元分配足够的空间。 分配的存储器可以包括存储每个单元的单个位的单个单元（SLC）存储器单元和存储每个单元多于一个位的其它存储器单元。 因此，两个处理器单元可以被分配相同的存储器空间，而一个或更少个分配给另一个的单元的数量。