View source for 18094962. WORKLOAD ASSIGNMENT TECHNIQUE simplified abstract (NVIDIA Corporation)

=WORKLOAD ASSIGNMENT TECHNIQUE=


==Organization Name==

[[:Category:NVIDIA Corporation|NVIDIA Corporation]]


[[Category:NVIDIA Corporation]]

==Inventor(s)==

[[:Category:Federico Busato of Santa Clara CA (US)|Federico Busato of Santa Clara CA (US)]][[Category:Federico Busato of Santa Clara CA (US)]]

==WORKLOAD ASSIGNMENT TECHNIQUE - A simplified explanation of the abstract==


This abstract first appeared for US patent application 18094962 titled 'WORKLOAD ASSIGNMENT TECHNIQUE

'''Simplified Explanation''': The patent application describes apparatuses, systems, and techniques for distributing workloads in parallel computing by assigning threads of a group equal numbers of items based on the locations of non-zero values in a data structure that mostly contains zeros.

'''Key Features and Innovation''':
* Workload distribution in parallel computing based on non-zero values in a data structure.
* Equal assignment of items to threads within a group.
* Optimization of workload distribution for efficient parallel processing.

'''Potential Applications''':
This technology can be applied in:
* High-performance computing clusters.
* Data centers for large-scale data processing.
* Scientific simulations and modeling.

'''Problems Solved''':
* Uneven workload distribution in parallel computing.
* Inefficient resource utilization in parallel processing.
* Bottlenecks in data processing due to uneven thread assignments.

'''Benefits''':
* Improved performance and efficiency in parallel computing.
* Enhanced scalability for large-scale data processing tasks.
* Optimal resource utilization leading to cost savings.

'''Commercial Applications''':
Title: "Optimized Workload Distribution Technology for Parallel Computing"
This technology can be utilized in various commercial applications such as:
* Cloud computing services.
* Big data analytics platforms.
* High-frequency trading systems.

'''Prior Art''':
Readers can explore prior art related to workload distribution algorithms in parallel computing, data structure optimization, and thread assignment techniques.

'''Frequently Updated Research''':
Stay updated on research related to workload distribution algorithms, parallel computing optimization, and advancements in data processing efficiency.

'''Questions about Workload Distribution in Parallel Computing''':
1. How does the technology ensure equal workload distribution among threads?
2. What are the implications of optimizing thread assignments based on non-zero values in the data structure?


==Original Abstract Submitted==

Apparatuses, systems, and techniques to distribute workloads in parallel computing. In at least one embodiment, threads of a group are assigned equal numbers of items based, at least in part, on locations of non-zero values in a data structure that contains mostly zeros.



[[Category:G06F9/38]]
[[Category:CPC_G06F9/3824]]