17941704. LOADING DATA IN A TIERED MEMORY SYSTEM simplified abstract (Micron Technology, Inc.)
Contents
- 1 LOADING DATA IN A TIERED MEMORY SYSTEM
LOADING DATA IN A TIERED MEMORY SYSTEM
Organization Name
Inventor(s)
Sudharshan Sankaran Vazhkudai of Austin TX (US)
Moiz Arif of Rochester NY (US)
Kevin Assogba of Rochester NY (US)
Muhammad Mustafa Rafique of Rochester NY (US)
LOADING DATA IN A TIERED MEMORY SYSTEM - A simplified explanation of the abstract
This abstract first appeared for US patent application 17941704 titled 'LOADING DATA IN A TIERED MEMORY SYSTEM
Simplified Explanation
The patent application describes methods, systems, and devices for loading data in a tiered memory system. It involves determining computing resource allocations for nodes in a cluster, analyzing a data set to be processed, generating data processing instructions for nodes based on resource allocations and data set analysis, and distributing subsets of data across multiple memory tiers at the nodes.
- Computing resource allocations are determined for nodes in a cluster.
- Data set analysis is performed to generate data processing instructions for nodes.
- Data processing instructions include distributing subsets of data across multiple memory tiers at the nodes.
Potential Applications
The technology described in the patent application could be applied in various fields such as data processing, cloud computing, and distributed systems.
Problems Solved
This technology helps optimize data processing and memory usage in a cluster environment with nodes having multiple memory tiers. It ensures efficient allocation of computing resources and data distribution for improved performance.
Benefits
The benefits of this technology include enhanced data processing efficiency, optimized memory usage, and improved overall performance of a cluster system. It allows for better utilization of computing resources and memory tiers.
Potential Commercial Applications
Optimizing data processing and memory usage in cluster systems can have commercial applications in industries such as big data analytics, cloud computing services, and high-performance computing solutions.
Unanswered Questions
How does this technology handle data redundancy in the cluster system?
The patent application does not specifically address how data redundancy is managed within the cluster system to ensure data integrity and reliability.
What security measures are in place to protect data processed in the cluster system?
The patent application does not detail the security measures implemented to safeguard the data processed within the cluster system from unauthorized access or breaches.
Original Abstract Submitted
Methods, systems, and devices for loading data in a tiered memory system are described. A respective allocation of computing resources may be determined for each node in a cluster, where at least one of the nodes may include multiple memory tiers, and a data set to be processed by the nodes may be analyzed. Based on the allocation of computing resources and the analysis of the data set, respective data processing instructions indicating respective portions of the data set to be processed by respective nodes may be generated and sent to the respective nodes. The respective data processing instructions may also indicate a respective distribution of subsets of the respective portions of the data set across the multiple memory tiers at the respective nodes.
