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At FMS 2024, the technological necessities from the storage and reminiscence subsystem took middle stage. Each SSD and controller distributors had numerous demonstrations touting their suitability for various phases of the AI knowledge pipeline – ingestion, preparation, coaching, checkpointing, and inference. Distributors like Solidigm have several types of SSDs optimized for various phases of the pipeline. On the identical time, controller distributors have taken benefit of one of many options launched lately within the NVM Specific normal – Versatile Information Placement (FDP).
FDP entails the host offering data / hints in regards to the areas the place the controller may place the incoming write knowledge so as to scale back the write amplification. These hints are generated based mostly on particular block sizes marketed by the machine. The function is totally backwards-compatible, with non-FDP hosts working simply as earlier than with FDP-enabled SSDs, and vice-versa.
Silicon Movement’s MonTitan Gen 5 Enterprise SSD Platform was introduced again in 2022. Since then, Silicon Movement has been touting the pliability of the platform, permitting its prospects to include their very own options as a part of the customization course of. This strategy is frequent within the enterprise area, as we’ve got seen with Marvell’s Bravera SC5 SSD controller within the DapuStor SSDs and Microchip’s Flashtec controllers within the Longsys FORESEE enterprise SSDs.
At FMS 2024, the corporate was demonstrating some great benefits of versatile knowledge placement by permitting a single QLC SSD based mostly on their MonTitan platform to participate in several phases of the AI knowledge pipeline whereas sustaining the required high quality of service (minimal bandwidth) for every course of. The corporate even has a trademarked identify (PerformaShape) for the firmware function within the controller that permits the isolation of various concurrent SSD accesses (from totally different phases within the AI knowledge pipeline) to ensure this QoS. Silicon Movement claims that this scheme will allow its prospects to get the utmost write efficiency doable from QLC SSDs with out negatively impacting the efficiency of different varieties of accesses.
Silicon Movement and Phison have market management within the consumer SSD controller market with related approaches. Nonetheless, their enterprise SSD controller advertising could not be extra totally different. Whereas Phison has gone in for a turnkey resolution with their Gen 5 SSD platform (to the extent of not adopting the white label route for this era, and as an alternative opting to get the SSDs certified with totally different cloud service suppliers themselves), Silicon Movement is choosing a distinct strategy. The flexibleness and customization potentialities could make platforms just like the MonTitan enchantment to flash array distributors.