Samsung electronics co., ltd. (20240201909). SYSTEMS, METHODS, AND DEVICES FOR ACCELERATORS WITH VIRTUALIZATION AND TIERED MEMORY simplified abstract
Contents
SYSTEMS, METHODS, AND DEVICES FOR ACCELERATORS WITH VIRTUALIZATION AND TIERED MEMORY
Organization Name
Inventor(s)
Yang Seok Ki of Palo Alto CA (US)
Krishna T. Malladi of San Jose CA (US)
Rekha Pitchumani of Oak Hill VA (US)
SYSTEMS, METHODS, AND DEVICES FOR ACCELERATORS WITH VIRTUALIZATION AND TIERED MEMORY - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240201909 titled 'SYSTEMS, METHODS, AND DEVICES FOR ACCELERATORS WITH VIRTUALIZATION AND TIERED MEMORY
The abstract describes a device with an interconnect interface, a memory system with first and second type memory devices, and an accelerator to perform operations using data from these memory devices. The memory system includes a cache to store data for the second type memory devices. Another device includes an interconnect interface, a memory system, an accelerator, and virtualization logic to partition the accelerator's resources into virtual accelerators for specific operations on data.
- The device has an interconnect interface, memory system, and accelerator for processing data efficiently.
- The memory system includes different types of memory devices and a cache for improved performance.
- Virtualization logic allows for the partitioning of accelerator resources into virtual accelerators for specific tasks.
- The technology aims to enhance data processing capabilities and optimize resource utilization.
- By partitioning resources, the device can efficiently handle different types of operations on data.
Potential Applications: - High-performance computing - Data analytics - Artificial intelligence and machine learning applications
Problems Solved: - Efficient utilization of accelerator resources - Improved data processing speed and performance
Benefits: - Faster data processing - Enhanced resource management - Improved overall system efficiency
Commercial Applications: Title: Accelerated Data Processing Technology for Enhanced Performance This technology can be applied in industries such as finance, healthcare, and research where fast data processing is crucial for decision-making and analysis. It can also be used in cloud computing environments to optimize resource allocation and improve overall system performance.
Questions about the technology: 1. How does the virtualization logic help in optimizing the accelerator's resources? 2. What are the potential challenges in implementing this technology in real-world applications?
Original Abstract Submitted
a device may include an interconnect interface, a memory system including one or more first type memory devices to receive first data, one or more second type memory devices to receive second data, and an accelerator configured to perform an operation using the first data and the second data. the memory system may further include a cache configured to cache the second data for the one or more second type memory devices. a device may include an interconnect interface, a memory system coupled to the interconnect interface to receive data, an accelerator coupled to the memory system, and virtualization logic configured to partition one or more resources of the accelerator into one or more virtual accelerators, wherein a first one of the one or more virtual accelerators may be configured to perform a first operation on a first portion of the data.
