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" ... A key ability for machine learning application is the capability of the algorithms to look at data in large datasets. This requires rapid access to large amounts of memory. By using energy efficiency nonvolatile emerging memory technologies combined with novel ways to design and process memory and processing on chips this capability is enabled on mobile and especially battery powered devices. ... "
" ... Another key trend is the massive increase in disk bandwidth from NVMe (nonvolatile memory express) drives. NVMe is storage access and transport protocol for flash and next-generation solid-state drives (SSDs). It supports thousands of parallel command queues, much faster than the single command queue used by hard disks and traditional all-flash architectures. The performance is such that it is outstripping the ability of what CPUs can consume. ... "
" ... EERAM is a standalone nonvolatile RAM memory that uses the same SPI and I2C protocols as serial SRAM. This enables devices to retain SRAM content during power loss without using an external battery. When power starts going away data is automatically transferred to the non-volatile memory and it moves back to the SRAM when power is restored. ... "
" ... Micron also announced the launching of the Xccela Consortium to promote a new high speed, low signal level interface bus and associated ecosystem. The mission of the consortium is to promote the Xccela Bus interface as an open standard for a new type of digital interconnect and data communications bus suitable for volatile and nonvolatile memories as well as other types of integrated circuits. Micron, Winbond Electronics, GigaDevice Semiconductor, and AP Memory Technology are the initial members of the consortium and will work with other member companies to accelerate the industry efforts to bring a broad set of Xccela Bus compliant memories, controllers, ASICs, SoCs, and other devices to the market. ... "