公开(公告)号：WO2021156686A1

公开(公告)日：2021-08-12

申请号：PCT/IB2021/050141

申请日：2021-01-10

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION ,  IBM ISRAEL - SCIENCE &TECHNOLOGY LTD. ,  IBM (CHINA) INVESTMENT COMPANY LTD.

Inventor： GIBLIN, Christopher

IPC: H04L29/06

Abstract: A targeted, topic-based encryption in a publish-subscribe message queue. Topic-based encryption driven by encryption policies for both storing and receiving messages uses activity tracking and logging to ensure confidentiality of certain topics associated with stored encrypted messages. Authentication of both publisher and consumer ensure encryption and decryption keys are used in confidence.

公开(公告)号：WO2021156684A1

公开(公告)日：2021-08-12

申请号：PCT/IB2021/050116

申请日：2021-01-08

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION ,  IBM UNITED KINGDOM LIMITED ,  IBM (CHINA) INVESTMENT COMPANY LIMITED

Inventor： SIRANGIMOORTHY, Jothilakshmi ,  RITWIK, Ray ,  WANG, Hui ,  RAND, Jonathan ,  CARRIER, Scott

IPC: G06F16/36

Abstract: A method for extracting information from textual content, related to the field of machine learning model generation. The method generally includes receiving a training data set including a plurality of documents having related textual strings. A relevancy model is generated from the training data set. The relevancy model is generally configured to generate relevance scores for a plurality of words extracted from the plurality of documents. A knowledge graph model illustrating relationships between the plurality of words extracted from the plurality of documents is generated from the training data set. The relevancy mode-and the knowledge graph model are aggregated into a complimentary model including a plurality of nodes from the knowledge graph model and weights associated with edges between connected nodes, wherein the weights comprise relevance scores generated from the relevancy model, and the complimentary model is deployed for use in analyzing documents.

公开(公告)号：WO2021148927A1

公开(公告)日：2021-07-29

申请号：PCT/IB2021/050351

申请日：2021-01-18

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION ,  IBM UNITED KINGDOM LIMITED ,  IBM (CHINA) INVESTMENT COMPANY LIMITED

Inventor： HWANG, Jinho ,  KALIA, Anup ,  XIAO, Jin ,  JACKSON, Malik ,  VUKOVIC, Maja ,  ROFRANO, John ,  KUMARASAMY MANI, Senthil, Kumar

IPC: G06F9/50 ,  G06F8/72 ,  G06F9/226 ,  H04L41/0803

Abstract: Systems and techniques that facilitate automated recommendation of microservice decomposition strategies for monolithic applications are provided. In various embodiments, a community detection component can detect a disjoint code cluster in a monolithic application based on a code property graph characterizing the monolithic application. In various aspects, the code property graph can be based on a temporal code evolution of the monolithic application. In various embodiments, a topic modeling component can identify a functional purpose of the disjoint code cluster based on a business document corpus corresponding to the monolithic application. In various embodiments, a microservice component can recommend a microservice to replace the disjoint code cluster based on the functional purpose.

公开(公告)号：WO2021140397A1

公开(公告)日：2021-07-15

申请号：PCT/IB2020/062284

申请日：2020-12-21

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION ,  IBM UNITED KINGDOM LIMITED ,  IBM (CHINA) INVESTMENT COMPANY LIMITED

Inventor： DOLBY, Trevor, Clifford ,  REEVE, John, Anthony ,  COLEMAN, Andrew, John ,  GOLBY-KIRK, Matthew

IPC: H04L29/08 ,  G06F11/3006 ,  G06F2009/45591 ,  G06F2009/45595 ,  G06F9/45558 ,  G06F9/546

Abstract: A computer-implemented method, system and computer program product for safely processing integrated flows of messages in a multi-tenant container. Each step in the flows of messages to be processed by the applications in the multi-tenant container is monitored. If the monitored step is determined to run custom logic in a general- purpose programming language, then the flow of messages running such custom logic is suspended from being processed by the application in the container if there are other flows of messages being processed by other applications in the container. Furthermore, new flows of messages are prevented from being processed by the applications in the container. After processing the other flows of messages by the other applications in the container, the suspended flow of messages is now processed by the application in the container. In this manner, the risk of interference with other flows of messages in the container is avoided.

公开(公告)号：WO2021130596A1

公开(公告)日：2021-07-01

申请号：PCT/IB2020/061886

申请日：2020-12-14

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION ,  IBM UNITED KINGDOM LIMITED ,  IBM (CHINA) INVESTMENT COMPANY LIMITED

Inventor： FONG, Liana ,  SEELAM, Seetharami ,  VENKATARAMAN, Ganesh ,  SAHA, Debashish ,  OUM, Punleuk ,  VERMA, Archit ,  REDDY, Prabhat, Maddikunta

IPC: G06F9/50 ,  H04L12/911 ,  G06F2209/482 ,  G06F2209/508 ,  G06F9/4881 ,  G06N20/00

Abstract: A system, program product, and method for supporting elastic execution of a machine learning (ML) workload using application based profiling. A joint profile comprised of both ML application execution and resource usage data is generated. One or more feature(s) and signature(s) from the joint profile are identified, and a ML execution model for ML application execution and resource usage is built. The ML execution model leverages the feature(s) and signature(s) and is applied to provide one or more directives to subsequent application execution. The application of the ML execution model supports and enables the ML execution to elastically allocate and request one or more resources from a resource management component, with the elastic allocation supporting application execution.

公开(公告)号：WO2021123992A1

公开(公告)日：2021-06-24

申请号：PCT/IB2020/061377

申请日：2020-12-02

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION ,  IBM UNITED KINGDOM LIMITED ,  IBM (CHINA) INVESTMENT COMPANY LIMITED

Inventor： FALK, Abram ,  ZAFAR, Sufi

IPC: H01L31/062 ,  H01L31/112 ,  G01N2021/3595 ,  G01N21/35 ,  H01L27/1443 ,  H01L27/1446 ,  H01L31/028 ,  H01L31/1105 ,  H01L31/1136

Abstract: A semiconductor structure including a channel (310) connecting a source (302) on the semiconductor substrate (312) and a drain (304) on the semiconductor substrate (312), wherein the channel (310) comprises a plasmonic resonator. A sensor including a plasmonic film, wherein the plasmonic film includes a sensitivity to a known analyte, a semiconductor structure including a source (302) and a drain (304) of a field effect transistor, and an electrical connection between the plasmonic film and a gate of the semiconductor structure. A method of forming a sensor including forming a field effect transistor ("FET") on a semiconductor substrate (312), the field effect transistor including a source (302), a drain (304), and a gate, where the gate includes a plasmonic resonator.

公开(公告)号：WO2021116857A1

公开(公告)日：2021-06-17

申请号：PCT/IB2020/061478

申请日：2020-12-04

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION ,  IBM UNITED KINGDOM LIMITED ,  IBM (CHINA) INVESTMENT COMPANY LIMITED

Inventor： JALAL, Ajil ,  SHANMUGAM, Karthikeyan ,  VINZAMURI, Bhanukiran

IPC: G06K9/62

Abstract: A system, comprising: a memory(116) that can store computer executable components; a processor(120), operably coupled to the memory(116), and that can execute the computer executable components stored in the memory(116). The computer executable components can comprise a maintenance component(108) that can detect a cause of failure for a mechanical system by employing a greedy hill climbing process to perform a polynomial number of conditional independence tests to determine a Granger causality between variables from time series data of the mechanical system given a conditioning set.

公开(公告)号：WO2021116850A1

公开(公告)日：2021-06-17

申请号：PCT/IB2020/061449

申请日：2020-12-03

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION ,  IBM UNITED KINGDOM LIMITED ,  IBM (CHINA) INVESTMENT COMPANY LIMITED

Inventor： RANCO, Gabriele ,  GARCIA, Moises Noe Sanchez ,  DOYLE, Gordon

IPC: G06F16/93 ,  G06N20/00

Abstract: Identifying groupings of individual users of a mobile network. In particular, some embodiments are configured to obtain transaction data records from one or more mobile network provider(s). Groupings of users may be identified by capturing association patterns in the data by applying word embedding.

公开(公告)号：WO2021111269A1

公开(公告)日：2021-06-10

申请号：PCT/IB2020/061256

申请日：2020-11-30

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION ,  IBM UNITED KINGDOM LIMITED ,  IBM (CHINA) INVESTMENT COMPANY LIMITED

Inventor： KOZLOSKI, James ,  RAKSHIT, Sarbajit ,  GORDON, Michael ,  WELDEMARIAM, Komminist

IPC: G06N7/00 ,  G06T19/00

Abstract: A method for predictively reconstructing a physical event using augmented reality, comprising: identifying relative states of objects located in a physical area by using video analysis to analyze collected video feeds from the physical event before and after a physical event involving at least one of the objects, creating a knowledge corpus including the video analysis and the collected video feeds associated with the physical event and historical information, and capturing data, by a computing device, of the physical event area, identifying possible precursor events based on the captured data and the knowledge corpus, and generating a virtual reconstruction of the physical event using the possible precursor events, displaying, by the computer device, the generated virtual reconstruction of the predicted physical event, wherein the displayed virtual reconstruction of the predicted physical event overlays an image of the physical event area.

公开(公告)号：WO2021111264A1

公开(公告)日：2021-06-10

申请号：PCT/IB2020/061206

申请日：2020-11-27

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION ,  IBM UNITED KINGDOM LIMITED ,  IBM (CHINA) INVESTMENT COMPANY LIMITED

Inventor： STEFFEN, Christopher ,  ALBERTSON, Chad ,  OLLERICH, Nicholas ,  CAMPBELL, Eric

IPC: G06F21/57

Abstract: A system and method for providing a secure image load. The system includes a microcontroller. The microcontroller has a plurality of physically modifiable internal components (PMIC). Each of the plurality of PMICs can only be modified one time. The system further includes an image loader configured to load a boot image from the memory of the microcontroller, and a checksum calculator configured to calculate a checksum value for the boot image. The system further includes a checksum burner configured to modify the plurality of PMICs to create a binary representation of the checksum value for the image. A checksum value is calculated for the image. This checksum value is written to the microcontroller. The value is burned into the microcontroller using the PMICs. Further, responses to the checksum mismatch are burned into the microcontroller using the PMICs that are present in the microcontroller.