公开(公告)号：US11870858B2

公开(公告)日：2024-01-09

申请号：US17590334

申请日：2022-02-01

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Sudheesh S. Kairali ,  Sarbajit K. Rakshit

IPC: G06F15/16 ,  H04L67/306 ,  H04L67/104 ,  H04L67/01

CPC classification number: H04L67/306 ,  H04L67/01 ,  H04L67/1051 ,  H04L67/1053

Abstract: A processor may analyze one or more microservice chains based on one or more user profiles. The processor may generate, based on the analyzing, a health status associated with the one or more microservice chains. The processor may determine, based on the health status, whether a microservice in the one or more microservice chains is unhealthy. The processor may implement, automatically, a select microservice chain.

公开(公告)号：US20230291717A1

公开(公告)日：2023-09-14

申请号：US17654250

申请日：2022-03-10

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Sudheesh S. Kairali ,  Sarbajit K. Rakshit

IPC: H04L9/40

CPC classification number: H04L63/04

Abstract: A method, computer system, and a computer program product for data confidentiality is provided. The present invention may include detecting a confidentiality level of data within a source edge. The present invention may include identifying a required safety level of a route of travel based on the detected confidentiality level. The present invention may include selecting the route of travel based on the required safety level and the detected confidentiality level.

公开(公告)号：US20230259415A1

公开(公告)日：2023-08-17

申请号：US17671995

申请日：2022-02-15

Applicant: International Business Machines Corporation

Inventor： Sudheesh S. Kairali ,  Sarbajit K. Rakshit

IPC: G06F9/54 ,  H04L67/51

CPC classification number: G06F9/547 ,  H04L67/16

Abstract: Systems, methods and/or computer program products optimizing network policies between microservices of a service mesh. The service mesh tracks incoming API calls of applications and based on the historical transactions, the context of API calls, and the microservices in the microservice chain being invoked, network controls and policy configurations are set to optimize the transactions performed by the service mesh. Dimensions of the communications between microservices of the service mesh are dynamically optimized via the service mesh control plane using a policy optimizer. Optimized dimensions of service mesh transactions includes automated policy adjustments to retries between microservices, circuit breaking between microservices, automated timeout adjustments between microservices and intelligent rate limiting between microservices and/or rate limiting applied to user profiles.

公开(公告)号：US11729081B2

公开(公告)日：2023-08-15

申请号：US17648530

申请日：2022-01-20

Applicant: International Business Machines Corporation

Inventor： Sudheesh S. Kairali ,  Sarbajit K. Rakshit

IPC: H04L43/0852

CPC classification number: H04L43/0852

Abstract: In an approach to optimize server connection timeout errors in a cloud environment, embodiments create a knowledge corpus associated with connection timeout patterns based on historical learning of transaction parameters and predicts a criticality of a transaction based on one or more identified contextual situations. Further, embodiments dynamically adjust a connection timeout range of the transaction based on the predicted criticality and one or more identified contextual situations of the transaction, and selectively identify a connection timeout range for the transaction based on an evaluation of the one or more contextual situations. Additionally, embodiments analyze generated timeout errors on a remote server from within a service mesh, and adjust timeout values of the transaction based on the analyzed generated timeouts errors. Responsive to the transaction receiving a timeout error, embodiments output a recommended timeline detailing when the transaction can be reinitiated.

公开(公告)号：US20230247099A1

公开(公告)日：2023-08-03

申请号：US17590334

申请日：2022-02-01

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Sudheesh S. Kairali ,  Sarbajit K. Rakshit

IPC: H04L67/306 ,  H04L67/1042 ,  H04L67/01

CPC classification number: H04L67/306 ,  H04L67/1051 ,  H04L67/1053 ,  H04L67/42

Abstract: A processor may analyze one or more microservice chains based on one or more user profiles. The processor may generate, based on the analyzing, a health status associated with the one or more microservice chains. The processor may determine, based on the health status, whether a microservice in the one or more microservice chains is unhealthy. The processor may implement, automatically, a select microservice chain.

公开(公告)号：US20230062388A1

公开(公告)日：2023-03-02

申请号：US17462288

申请日：2021-08-31

Applicant: International Business Machines Corporation

Inventor： Hariharan Krishna ,  Shajeer K Mohammed ,  Sudheesh S. Kairali

IPC: G06F16/2455 ,  G06F16/23 ,  G06F16/215 ,  G06F16/27

Abstract: An approach is provided that receives a request to write an entry to a database. Database caches are then checked for a portion of the entry, such as a portion that includes a primary key. Based on the checking, the approach determines whether to write the entry to the database. In response to the determination being that the entry cannot be written to the database, an error is returned with the error being returned without accessing the database, only the caches. On the other hand, the entry is written to the database in response to the determination being that the entry can be written to the database.

公开(公告)号：US11556238B1

公开(公告)日：2023-01-17

申请号：US17579353

申请日：2022-01-19

Applicant: International Business Machines Corporation

Inventor： Sudheesh S. Kairali ,  Sarbajit K. Rakshit

IPC: G06F3/0486 ,  G06F3/0481 ,  G06F40/186 ,  G06F9/451

Abstract: An example operation may include one or more of storing, in memory, a cloud architecture document of a cloud computing environment, transforming the cloud architecture document into infrastructure as code (IaC) based on predefined code and storing the IaC in a machine-readable file, deploying the cloud computing environment via a host platform, and executing the machine-readable file and automatically configuring cloud resources of the cloud computing environment based on the IaC included in the machine-readable file.

公开(公告)号：US11501071B2

公开(公告)日：2022-11-15

申请号：US16923123

申请日：2020-07-08

Applicant: International Business Machines Corporation

Inventor： Ankur Tagra ,  Sudheesh S. Kairali ,  Vijay Kalangumvathakkal

IPC: G06N5/02 ,  G06F40/284 ,  G06N3/08 ,  G06N20/00 ,  G06F40/30 ,  G06V10/82

Abstract: Embodiments relate to a system, program product, and method for leveraging cognitive systems to facilitate the management of word and image relationships in a combined vector space. More specifically, the system, computer program product, and method disclosed herein facilitate establishing one or more continuous semantic relationships with word vectors, sentence vectors, and image vectors within an image-word combined vector space with N-dimensional coordinates. In general, the word vectors, sentence vectors, and image vectors are generated within their respective domains that are resident within the image-word combined vector space. Such domains of word vectors, sentence vectors, and image vectors include inherent semantic relationships between respective members of each domain that facilitate establishing continuous, formal, virtual relationships between respective word vectors, image vectors, and sentence vectors within the image-word combined vector space.

公开(公告)号：US20220272157A1

公开(公告)日：2022-08-25

申请号：US17179571

申请日：2021-02-19

Applicant: International Business Machines Corporation

Inventor： Sudheesh S. Kairali ,  Abhinav Gupta ,  Abhishek Seth ,  Shajeer K Mohammed ,  Hariharan Krishna

IPC: H04L29/08

Abstract: A method for migrating an application includes representing the application as a vector including metadata about the application and at least one customer constraint, scoring a deviation of data consistency for the application related to each of a plurality of clouds, including a cloud in which the application is currently deployed and a plurality of potential target clouds, selecting one of the potential target clouds based on the scoring, wherein the selected cloud has an improved score over the cloud in which the application is current deployed, and migrating the application to the selected cloud.

公开(公告)号：US20210209142A1

公开(公告)日：2021-07-08

申请号：US16736923

申请日：2020-01-08

Applicant: International Business Machines Corporation

Inventor： Ankur Tagra ,  Vijay Kalangumvathakkal ,  Sudheesh S. Kairali

IPC: G06F16/34 ,  G06F40/30 ,  G06F40/166 ,  G06F17/16 ,  G06N3/04 ,  G06N3/08

Abstract: In an approach to summarizing contextually sensitive text documents based on long short-term memory networks, one or more computer processors create a model based on a vectorized document corpus. The one or more computer processors determine one or more contextually relevant sections utilizing the created model. The one or more computer processors generate a relevancy level for each of the one or more respective determined sections. The one or more computer processors prioritize each of the one or more determined sections based on the respective relevancy level. The one or more computer processors generate one or more textual summaries based on the prioritized sections, wherein the generated one or more textual summaries are aggregated into a document.