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Training Deep Learning Models in the Cloud

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Industry analysts predict Deep Learning (DL) will account for the majority of cloud workloads. Additionally, training of deep learning models will represent the majority of server applications in the next few years. Among DL workloads, foundation models -- a new class of AI models that are trained on broad data (typically via self-supervision) using billions of parameters – are expected to consume the majority of the infrastructure.

SNIA Compute+Memory+Storage Summit

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Formerly the Persistent Memory+Computational Storage Summit, our 11th annual event returns as an expanded Compute+Memory+Storage Summit focused on architectures, solutions, and community. Our developer, implementer, and solution provider audience is interested in future memory trends, CXL, chiplet opportunities, computational memory, computational storage, developer-friendly programmable frameworks, and more. Call for submissions is open until February 24, 2023.

Persistent Memory Trends

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Where do companies see the industry going with regard to persistent memory? With the improvement of SSD and DRAM I/O over CXL, the overlap of CXL and NVMe, high density persistent memory, and memory-semantic SSDs, there is a lot to talk about! Our moderator and panel of experts from Intel, Marvell, Microchip, and SMART Modular will widen the lens on persistent memory, take a system level approach, and see how the persistent memory landscape is being redefined.

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SNIA Swordfish™ Virtual Hands-on Lab

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Back by popular demand! Please join us online on Wednesday, March 1, 2023 for a one-hour complimentary Swordfish Hands-on Lab hosted by the Storage Management Initiative (SMI). Taught by leading Swordfish experts, this experience will help get you up to speed quickly with guided exercises and handy tips and tricks for creating your own Swordfish implementations.

Top 12 Trends in Data and Cloud Storage

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The SODA Foundation, in partnership with Linux Foundation Research, has recently published its Data and Storage Trends 2022 Report, “Data and Storage Strategies in the Era of the Data-Driven Enterprise.” The findings from this global study provide a comprehensive look at the intersection of cloud computing, data and storage management, the configuration of environments that end-user organizations are gravitating to, and priorities of selected capabilities over the next several years.

Storage Developer Conference

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Taking place on September 18-21, 2023, SNIA's Storage Developer Conference (SDC) will bring the global storage developer community together to collaborate and network through the sharing of ideas, industry developments and best practices.

2023 DMTF Alliance Partner Technical Symposium (APTS)

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Hosted by DMTF and co-hosted by SNIA, the DMTF Alliance Partner Technical Symposium is a hybrid event that will offer meetings focused on technical topics and address the technical work of interest to each of DMTF’s Alliance Partners.

Flash Memory Summit

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Flash Memory Summit (FMS) is an all-inclusive international memory and storage showcase, featuring the latest technologies, the hottest products, and updates on where the latest trends are heading. Sessions will cover everything from applications and architectures through enterprise storage, controllers, and new technologies.

SC23

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The international conference for High Performance Computing, Networking, Storage, and Analysis.

Casting the Net: Scaling Management of Storage and Fabrics

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Composable disaggregated infrastructures provide a promising solution to addressing the provisioning and computational efficiency limitations, as well as hardware and operating costs, of integrated, siloed, systems. But how do we solve these problems in an open, standards-based way?

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