International Business Machines Corporation

Andrew James Dunnings

Oliver Masters

Samuel Jonathan Smith

Samuel B Hawker

Simon Page

Alexander John Naylor

Alexander John Naylor-Teece

Alex C Chatt

Uchendu Emmanuel Nnorom

Adam J Pilkington

Eunjin Lee

Matthew Chirgwin

Joseph Payne

Andrew Hurt

A method, computer system, and a computer program product for deploying a plurality of microservices across a service infrastructure having a plurality of resources is provided. The present invention may include determining at least one dependency of the plurality of microservices. The present invention may include for each resource of the plurality of resources, determining an outage distribution descriptive of an availability of the resource with respect to time. The present invention may include based on the outage distribution associated with each resource and the at least one dependency of the plurality of microservices, determining a deployment configuration of the plurality of microservices across the resources of the service infrastructure.

Deploying microservices across a service infrastructure

A computer implemented method, apparatus, and computer program product for a sound system. Speech recognition is performed on input audio data comprising speech input to a sound system. Speech recognition is additionally performed on at least one instance of output audio data comprising speech reproduced by one or more audio speakers of the sound system. A difference between a result of speech recognition performed on the input audio data and a result of speech recognition performed on an instance of corresponding output audio data is determined. The quality of the reproduced speech is determined as unsatisfactory when the difference is greater than or equal to a threshold. A corrective action may be performed, to improve the quality of the speech reproduced by the sound system, if it is determined that the speech quality of the reproduced sound is unsatisfactory.

Audio quality of speech in sound systems

This present invention is directed towards a container orchestration method such as Kubernetes in which pods monitor themselves to determine if they are likely to require additional resources or vertical scaling within a given timeframe. If the pod determines that it will need additional processing power it notifies the state manager to begin allocating these resources on the same node or a different virtual or physical node before the CPU usage reaches 99%+. The state manager receives this request and allocates the necessary resources ahead of time. When the pod's CPU usage reaches 99%+, the state manager will remove the pod from the existing node and moves the application to the new pod on a different node in which sufficient resources are allocated. This invention brings about efficient utilization of nodes.

Method for managing and allocating resources in a clustered computing environment

This present invention is directed towards a container orchestration system such as Kubernetes in which pods monitor themselves to determine if they are likely to require additional resources or vertical scaling within a given timeframe. If the pod determines that it will need additional processing power it notifies the state manager to begin allocating these resources on the same node or a different virtual or physical node before the CPU usage reaches 99%+. The state manager receives this request and allocates the necessary resources ahead of time. When the pod's CPU usage reaches 99%+, the state manager will remove the pod from the existing node and moves the application to the new pod on a different node in which sufficient resources are allocated. This invention brings about efficient utilization of nodes.

Tool for managing and allocating resources in a clustered computing environment

An approach is provided in which the approach captures usage data corresponding to multiple users accessing a codebase that includes multiple code lines. The approach uses the captured usage data to compute a code line usage weighting for at least one of the code lines. The approach also computes a code line test coverage score for at least one code line based on at least one current software test program that tests the codebase. The approach compares the code line usage weighting against the code line test coverage score and flags the code line based on the comparison.

Traffic-based mutation/coverage testing requirements

A computer-implemented method for configuring deployment of a distributed system across a plurality of machines of a network. The method may include obtaining network information describing network communication characteristics between a plurality of machines of a network. The method may also include obtaining inter-container communication information describing at least one characteristic of communication between pairs of machines of the plurality of machines for a predetermined time period. The method may also include determining a cost function, the cost function mapping a potential container deployment configuration to an expected communication time, based on the network information and the inter-container communication. The method may also include processing the cost function with an optimization algorithm. The method may also include, in response to the processing, identifying a container deployment configuration having an associated cost that meets a cost requirement.

Distributed system deployment

In a transfer of tasks between devices in a network, a failing device determines that it will not complete a task. The failing device compares the requirements of the task with sets of device capabilities on a device list, where each set is associated with a device in the network. The failing device determines that the requirements of the task matches, a set of device capabilities associated with a given device, and in response, sends a request to transfer the given task to the given device. When a rejection of the request is received, the failing device compares the requirements of the task with remaining sets of device capabilities on the device list, determines that the requirements of the task matches a second set of device capabilities associated with a second given device, and in response, sends a second request to transfer the task to the second given device.

Transferring tasks from failing devices using IoT

A method, apparatus, system, and computer program product for processing messages. A message is received from a producer by a computer system. The message is sent to a consumer by the computer system. The message is sent to a set of consumers in addition to the consumer by the computer system in response to an adverse condition being present for the consumer after sending the message the consumer. A set of actions is performed in response to the adverse condition being present in the set of consumers receiving the message.

Growing community of inventors

Southampton, United Kingdom

Andrew James Dunnings