Abstract: Methods, apparatus, systems, and articles of manufacture to load data into an accelerator are disclosed. An example apparatus includes data provider circuitry to load a first section and an additional amount of compressed machine learning parameter data into a processor engine. Processor engine circuitry executes a machine learning operation using the first section of compressed machine learning parameter data. A compressed local data re-user circuitry determines if a second section is present in the additional amount of compressed machine learning parameter data. The processor engine circuitry executes a machine learning operation using the second section when the second section is present in the additional amount of compressed machine learning parameter data.

Abstract: A method for distributed inventory management includes receiving information regarding a number of participants in a value chain and information regarding one or more items relevant in the value chain. The method also includes modeling relationships between two or more of the participants based on the received information and modeling the one or more items based on the received information. The method further includes receiving inventory data from the participants relating to the one or more items, evaluating the received inventory data according to one or more business rules associated with an agent, executing a business process associated with the agent based on the evaluation of the inventory data and the models of the relationships and the items, and communicating output of the business process to one or more of the participants.

Abstract: A method for distributed inventory management includes receiving information regarding a number of participants in a value chain and information regarding one or more items relevant in the value chain. The method also includes modeling relationships between two or more of the participants based on the received information and modeling the one or more items based on the received information. The method further includes receiving inventory data from the participants relating to the one or more items, evaluating the received inventory data according to one or more business rules associated with an agent, executing a business process associated with the agent based on the evaluation of the inventory data and the models of the relationships and the items, and communicating output of the business process to one or more of the participants.

Abstract: A method for distributed inventory management includes receiving information regarding a number of participants in a value chain and information regarding one or more items relevant in the value chain. The method also includes modeling relationships between two or more of the participants based on the received information and modeling the one or more items based on the received information. The method further includes receiving inventory data from the participants relating to the one or more items, evaluating the received inventory data according to one or more business rules associated with an agent, executing a business process associated with the agent based on the evaluation of the inventory data and the models of the relationships and the items, and communicating output of the business process to one or more of the participants.

Abstract: A method for distributed inventory management includes receiving information regarding a number of participants in a value chain and information regarding one or more items relevant in the value chain. The method also includes modeling relationships between two or more of the participants based on the received information and modeling the one or more items based on the received information. The method further includes receiving inventory data from the participants relating to the one or more items, evaluating the received inventory data according to one or more business rules associated with an agent, executing a business process associated with the agent based on the evaluation of the inventory data and the models of the relationships and the items, and communicating output of the business process to one or more of the participants.

Abstract: A method for distributed inventory management includes receiving information regarding a number of participants in a value chain and information regarding one or more items relevant in the value chain. The method also includes modeling relationships between two or more of the participants based on the received information and modeling the one or more items based on the received information. The method further includes receiving inventory data from the participants relating to the one or more items, evaluating the received inventory data according to one or more business rules associated with an agent, executing a business process associated with the agent based on the evaluation of the inventory data and the models of the relationships and the items, and communicating output of the business process to one or more of the participants.