International Business Machines Corporation

Emile L Kowalski

Julio Alejandro Maldonado

Alberto Garza

Rodolfo Lopez

Jose L Rodriquez

An apparatus for detecting printed circuit board ('PCB') design violations includes an analysis module that analyzes a position of a trace on a PCB design to determine conductivity of a design material over which the trace is being added and/or an electrical property of the trace at the position. The apparatus further includes an identification module that identifies, in real time, a void violation on the PCB design in response to the design material including a non-conductive material and/or a reference voltage violation on the PCB design in response to the position including a voltage and a notification module that notifies a user of the void violation and/or the reference voltage violation. At least a portion of said modules include hardware circuits, a programmable hardware device, and/or executable code stored on one or more non-transitory computer-readable storage media.

Detecting printed circuit board design violations

Systems, methods, and computer program products to perform an operation comprising identifying a plurality of data sources, receiving input specifying one or more of the plurality of data sources and a set of parameters, wherein the set of parameters comprise at least a product and a due date for the product, generating, based on a machine learning (ML) model and data received from each of the specified one or more data sources, a resource allocation plan for a product specified in the input, wherein the resource allocation plan specifies at to allocate at least one resource to the product, wherein the at least one resource comprises one or more of hardware resources and software resources, and responsive to receiving input accepting the generated resource allocation plan, allocating the at least one resource in the resource allocation plan to develop the product.

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Mission, TX, United States of America

Emile L Kowalski