公开(公告)号：US20200159638A1

公开(公告)日：2020-05-21

申请号：US16197088

申请日：2018-11-20

Applicant: International Business Machines Corporation

Inventor： Manish Gupta ,  Sreekrishnan Venkateswaran

IPC: G06F11/34 ,  G06F11/20 ,  G06F9/54 ,  G06F9/50

Abstract: An approach is provided in which a system subscribes a set of workloads executing on a data center to a set of data sources that provide a set of data. The system analyzes the set of data against one or more thresholds, and the analyzing indicates at least one impending workload-specific event corresponding to at least one workload in the set of workloads. In turn, the system generates a workload-specific alert corresponding to the identified workload based on the impending workload-specific event.

公开(公告)号：US20200234346A1

公开(公告)日：2020-07-23

申请号：US16254728

申请日：2019-01-23

Applicant: International Business Machines Corporation

Inventor： Sreekrishnan Venkateswaran ,  Deepak Poola Chandrashekar ,  Jigar Navanitrai Kapasi ,  Madhusudan Kunigal Satyanarayana

IPC: G06Q30/02 ,  G06F11/36

Abstract: Metering based on application code complexity is provided. Code of an application to be executed is received from a user. Values of parameters corresponding to the application are extracted based on analysis of the code. A set of computational vectors corresponding to extracted values of the parameters of the application is generated to calculate a complexity of the code. A metering metric to charge the user to execute the application is determined based on the complexity of the code. The application is executed at the metering metric based on the complexity of the code.

公开(公告)号：US20200073723A1

公开(公告)日：2020-03-05

申请号：US16122435

申请日：2018-09-05

Applicant: International Business Machines Corporation

Inventor： Santosh Thomas ,  Manish Gupta ,  Sreekrishnan Venkateswaran ,  Piotr Uzar

IPC: G06F9/50 ,  H04L12/24 ,  G06N7/00

Abstract: A model drive system models tier changes within enterprise workloads by analyzing past data to automatically generate the capability to detect factors or situations which demand a change of service tier in a preferably hybrid cloud context with potentially multiple providers.

公开(公告)号：US20170249283A1

公开(公告)日：2017-08-31

申请号：US15054904

申请日：2016-02-26

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Manish Gupta ,  Sreekrishnan Venkateswaran

IPC: G06F17/11 ,  G06N5/04 ,  G06F17/18

CPC classification number: G06N5/003 ,  G06F9/542

Abstract: An approach is provided for optimally routing events in an IT system to solvers which provide resolutions of the events. Event streams originating from the IT system are defined. Events are classified into the event streams. An optimization problem is solved that minimizes costs incurred for using respective solvers based on constraints which include success rates of the solvers. Based on the solved optimization problem, policies are defined that associate the event streams to the solvers in a many-to-one correspondence. In real time, the defined policies are applied to the event streams. Based on the applied policies and the classified events, the events are routed to respective solvers. An indication is received that the events are resolved by the respective solvers, which reduces downtime in the IT system.

公开(公告)号：US20210303713A1

公开(公告)日：2021-09-30

申请号：US16827874

申请日：2020-03-24

Applicant: International Business Machines Corporation

Inventor： Vugranam C. Sreedhar ,  Sreekrishnan Venkateswaran ,  Charanjit Singh Jutla

IPC: G06F21/62 ,  H04L9/06 ,  G06F16/23 ,  H04L9/08

Abstract: An example operation may include one or more of capturing a current version of sensitive data by a data processor node, hashing, by the data processor node, the current version of the sensitive data, storing, by the data processor node, a hash of the current version of the sensitive data on a first blockchain, encrypting, by the data processor node, the current version of the sensitive data using a secret key, and storing the encrypted current version of the sensitive data on a second blockchain.

公开(公告)号：US10740445B2

公开(公告)日：2020-08-11

申请号：US15652944

申请日：2017-07-18

Applicant: International Business Machines Corporation

Inventor： Anuradha Bhamidipaty ,  Ashish Kundu ,  Debasisha Padhi ,  Sreekrishnan Venkateswaran

IPC: G06F21/31 ,  G06F21/62 ,  G06N99/00 ,  G06F21/36 ,  G06N20/00

Abstract: A system, method and program product for providing cognitive behavior security control (CBSC). A system is disclosed that includes: a repository having a plurality of challenges each including an interactive graphical task; a user interface for graphically presenting challenges to users; an enrollment system for assigning challenges to users and determining an authentic response for each user; an authentication system that collects an observed response from a user presented with an assigned challenge and determines a security control result based on a closeness of the observed response with the authentic response of the user.

公开(公告)号：US20200073690A1

公开(公告)日：2020-03-05

申请号：US16117219

申请日：2018-08-30

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Shiva P. Chandrashekar ,  ASHOKA S. RAO ,  Sreekrishnan Venkateswaran

IPC: G06F9/455 ,  G06F9/50 ,  H04L12/24 ,  H04L29/08 ,  G06F11/34

Abstract: Aspects utilize a computing processing capability of a device connected to a cellular network wherein processors are configured to determine processing capabilities of each of a plurality of devices as function of device hardware configuration, software configuration, and average idle utilization, determine first remaining uptime periods of availability that each of the plurality of devices are available for data processing as a function of respective device data comprising battery level, signal strength and usage patterns, wherein the usage patterns are power usage patterns or data usage patterns, in response to receiving a processing task that comprises a needed processing capability, identify a subset of devices that each have a threshold amount of uptime of processing capability in an amount inclusive of the needed processing capability of the task, and assign the processing task to one of the subset devices.

公开(公告)号：US10142491B1

公开(公告)日：2018-11-27

申请号：US15641619

申请日：2017-07-05

Applicant: International Business Machines Corporation

Inventor： Shiva P. Chandrashekar ,  Ashoka S. Rao ,  Sreekrishnan Venkateswaran

IPC: H04M15/00 ,  G06Q20/00 ,  G06Q30/02 ,  G06Q20/14

Abstract: A system, method and program product for implementing a cellular resource sharing support system. A system is disclosed that includes: a behavior analysis system that collects usage data from a set of mobile devices in a cellular network; a subscription manager that computationally generates offers to mobile device owners to avail excess compute resources of the mobile devices to a resource sharing services system; a device manager that tracks the real-time availability and usage of participating mobile devices that are associated with mobile device owners that have accepted offers to avail excess compute resources; and an account manager that calculates a compensation for participating mobile devices.

公开(公告)号：US20210350275A1

公开(公告)日：2021-11-11

申请号：US16870202

申请日：2020-05-08

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Sreekrishnan Venkateswaran ,  Debasisha Padhi ,  Shubhi Asthana ,  Anuradha Bhamidipaty ,  Ashish Kundu

IPC: G06N20/00 ,  G06F40/30 ,  G06F17/16

Abstract: An explainable artificially intelligent (XAI) application contains an ordered sequence of artificially intelligent software modules. When an input dataset is submitted to the application, each module generates an output dataset and an explanation that represents, as a set of Boolean expressions, reasoning by which each output element was chosen. If any pair of explanations are determined to be semantically inconsistent, and if this determination is confirmed by further determining that an apparent inconsistency was not a correct response to an unexpected characteristic of the input dataset, nonzero inconsistency scores are assigned to inconsistent elements of the pair of explanations. If the application's overall inconsistency score exceeds a threshold value, the system forwards information about the explanation, the offending modules, and the input dataset to a downstream machine-learning component that uses this information to train the application to better respond to future input that shares certain characteristics with the current input.

公开(公告)号：US20210081256A1

公开(公告)日：2021-03-18

申请号：US16573537

申请日：2019-09-17

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Poornima Sathyanaraya ,  Raghava Reddy Kapu Veera ,  Deepak Poola Chandrashekar ,  Sreekrishnan Venkateswaran

IPC: G06F9/50 ,  G06F9/54 ,  G06F9/48 ,  H04L29/08

Abstract: A computer implemented method for migrating streaming applications from on-premise non-cloud infrastructure to target clouds. The method may include receiving at the message connector a source message from an on-premise application. The method may further include analyzing the source message to assess feasibility of migrating the on-premise application to the target cloud wherein analysis includes extracting communication data from the source message and meta data from the source message. The method may also include converting the source message to a format native to the target cloud application, wherein the conversion by the message connector includes a cognitive engine to match a selected target cloud to the on premise application.