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1.发明公开公开(公告)号：US20240362000A1
公开(公告)日：2024-10-31
申请号：US18308570
申请日：2023-04-27
Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP
Inventor： DEJAN S. MILOJICIC , ADITYA DHAKAL , EITAN FRACHTENBERG , NINAD SANJAY HOGADE , ROLANDO PABLO HONG ENRIQUES , GOURAV RATTIHALLI , TOBIAS PFANDZELTER
CPC classification number: G06F8/447 , G06F9/4881 , G06N5/022
Abstract: Systems and methods are provided for implementing an iterative function deployment in a Function-as-a-Service (FaaS) computing environment. For example, the system may receive a request to execute a program and convert machine-readable code from the request into functions that are deployable in the FaaS computing environment. The system may determine a first deployment of the functions that defines scheduling and execution tasks, and also an execution metric by a trained prediction model. The system may adjust execution of the plurality of functions and also adjust the execution metric in a second deployment. The system may implement the second deployment at run-time, such that the machine-readable code from the request is executed by the computing components of the FaaS infrastructure in accordance with the second deployment.
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公开(公告)号：US20240362022A1
公开(公告)日：2024-10-31
申请号：US18309203
申请日：2023-04-28
Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP
Inventor： DEJAN S. MILOJICIC , KAIWEN CAO , ADITYA DHAKAL
CPC classification number: G06F9/3005 , G06F9/3877
Abstract: Systems and methods are provided for a dynamic communication architecture that can include decentralized heterogenous accelerators, and an operation of mapping corresponding decentralized virtualized accelerators. The mapping of corresponding decentralized virtualized accelerators is performed on top of, for example, a memory-mapped multi-accelerator communication architecture to enable effective and flexible sharing of data. The mapping can be dynamically adjusted with regard to the workload running by analyzing workflow communication.
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