18471843. NEURAL NETWORK SCHEDULING MECHANISM simplified abstract (Intel Corporation)

NEURAL NETWORK SCHEDULING MECHANISM

Organization Name

Intel Corporation

Inventor(s)

Liwei Ma of Beijing (CN)

Nadathur Rajagopalan Satish of Santa Clara CA (US)

Jeremy Bottleson of Rancho Cordova CA (US)

Farshad Akhbari of Chandler AZ (US)

Eriko Nurvitadhi of Hillsboro OR (US)

Chandrasekaran Sakthivel of Sunnyvale CA (US)

Barath Lakshmanan of Chandler AZ (US)

Jingyi Jin of Folsom CA (US)

Justin E. Gottschlich of Santa Clara CA (US)

Michael Strickland of Sunnyvale CA (US)

NEURAL NETWORK SCHEDULING MECHANISM - A simplified explanation of the abstract

This abstract first appeared for US patent application 18471843 titled 'NEURAL NETWORK SCHEDULING MECHANISM

Simplified Explanation

The patent application describes an apparatus designed to facilitate workload scheduling for clients by processing workloads using hardware resources and scheduling logic.

• The apparatus includes one or more clients.
• It also includes one or more processing units to process workloads received from the clients.
• The processing units have hardware resources and scheduling logic to schedule direct access of the hardware resources to the clients for processing the workloads.

Potential Applications

This technology could be applied in various industries such as cloud computing, data centers, and network management systems.

Problems Solved

1. Efficient workload scheduling for clients. 2. Optimizing hardware resource utilization.

Benefits

1. Improved performance and efficiency in processing workloads. 2. Streamlined workflow management for clients.

Potential Commercial Applications

Optimizing workload scheduling in cloud computing services for improved customer satisfaction and resource management.

Unanswered Questions

How does the apparatus prioritize workloads from different clients?

The patent application does not specify the exact method used to prioritize workloads from multiple clients. This could be a crucial aspect in ensuring fair and efficient workload scheduling.

What security measures are in place to protect client data during workload processing?

The patent application does not address the security protocols implemented to safeguard client data while processing workloads. This is essential in maintaining the confidentiality and integrity of sensitive information.

Original Abstract Submitted

An apparatus to facilitate workload scheduling is disclosed. The apparatus includes one or more clients, one or more processing units to processes workloads received from the one or more clients, including hardware resources and scheduling logic to schedule direct access of the hardware resources to the one or more clients to process the workloads.