International Business Machines Corporation

Airbnb, Inc.

Yuhong Yin

Brian C Schimpf

Lisa M Frankel

Shailaja Sthalekar Golikeri

Arthur Francis Crotty

Paul Komar

Peter H Klenk

Matthew R Alexander

Lu Liang

Zhi Qiang Sun

Gandhi Sivakumar

Anbumunee Ponniah

Shweta Shandilya

Filipe Joao Afonso Barroso

Chester Lee

Silvia Lopez

Lakshmanan Annamalai

Computer implemented method, systems, and computer program products include program code executing on a processor(s) mapping, based on analyzing two or more nodes over which tasks comprising the workflow are distributed, each node to one or more parameters utilized to evaluate efficacy of the workflow. The processor(s) determines, based on the mapping, costs associated with each node and costs associated with changes to each node. The processor(s) identifies tasks in the workflow that can be changed to counter disruptions impacting at least one parameter of the one or more parameters utilized to evaluate the efficacy of the workflow.

Determining dynamic workflows

Methods and systems for generating a computer program for a governance, risk, compliance (GRC) system are described. In an example, a processor may detect a change among a plurality of objects in the GRC system. The processor may generate a snapshot of the plurality of objects in response to the detected change. The snapshot may include the detected change among the plurality of objects. The processor may train a machine learning model using the snapshot. The trained machine learning model may indicate relationships among a set of related objects, where the related objects may be among the plurality of objects. The processor may generate a computer program based on the trained machine learning model. The computer program may include a set of instructions for setting a field value of an object among the set of related objects.

Autonomous generation of GRC programs

Software lifecycle management includes, searching, using a processor, historical development data including prior development tasks for a software system. The searching is performed according to a current development task for the software system. A determination is made as to whether the current development task has an affinity with a selected prior development task implemented within the software system. A recommendation is provided for the current development task based upon the selected prior development task.

Affinity recommendation in software lifecycle management

Providing dynamic, interest-based change notifications includes detecting an event for an artifact managed by a collaborative system, determining a user subscribed to the artifact, and, responsive to the event, calculating a score for the event using a processor. The score is user-specific and indicates a level of interest of the user for the event. The score is compared with a threshold score. A change notification of the event is sent to the user responsive to determining that the score exceeds the threshold score.

Dynamic interest-based notifications

Software development data indicative of a development activity is accessed. A component parameter of a component of a software development platform is set, in which the component parameter is based upon, at least in part, an anticipated component workload associated with the development actively. At least one system resource is allocated for the component of the software development platform based upon, at least in part, the component parameter.

Resource allocation for software development

A method, computer program product, and computer system for maintaining, between a plurality of participating computing devices, a collaboration session that includes a group instant messaging session within an object, wherein the plurality of participating computing devices includes a host computing device and one or more non-host computing devices in the group instant messaging session. A first sub-object of a plurality of sub-objects is generated within the object, wherein the first sub-object is rendered on the host computing device and the one or more non-host computing devices. Permission is assigned to the host computing device to edit content in the first sub-object, wherein the content in the first sub-object is rendered on the host computing device and the one or more non-host computing devices, and wherein the non-host computing devices are precluded from editing the content in the first sub-object.

Enhancing collaboration in real-time group chat system and method

Growing community of inventors

Westford, MA, United States of America

Yuhong Yin