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SNIA | Experts on DataStorage, Standards, Storage Networking, Vendor NeutralSNIA is an industry organization that develops global standards and delivers education on all technologies related to data. We are the experts on data.SNIA | Experts on Data Chat with us, powered by LiveChat Skip to main content SNIA Developer Conference September 15-17, 2025 | Santa Clara, CA Login Join SNIA Main navigation About Mission and Vision FAQ History of SNIA Organization Board of Directors Technical Council SNIA Staff Volunteer Recognition Hall of Fame SNIA Member Recognition Program SNIA Alliance Program CXL™ Consortium DMTF Fibre Channel Industry Association (FCIA) The Green Grid DMTF / NVMe Alliance NVM Express OpenFabrics Alliance SODA Foundation SNIA International SNIA India SNIA Japan Corporate Information Annual Reports IP Policy Cookies Policy Copyright Information Privacy Policy Procurement Policy Statement SNIA-Observed Holidays Contact Us Data Focus Areas Technical Work Overview Technical Specifications Open for Public Review Standards and Software Cloud Data Management Interface (CDMI™) SNIA Emerald™ Power Efficiency Measurement Specification​ I/O Traces,Tools & Analysis Repository​ Real World Storage Workload (RWSW) Smart Data Accelerator Interface (SDXI) Specification​ Solid State Storage (SSS) Performance Test Specification (PTS)​ Swordfish Scalable Storage Management API Specification​ TLS Specification for Storage Systems​ XAM Software Development Kit (XAM SDK)​ Completed Standards Common RAID Disk Data Format (DDF)​ IP-Based Drive Management Specification iSCSI Management API (IMA)​ Linear Tape File System (LTFS) Format Specification​ Multipath Management API (MMA)​ NVM Programming Model​ Self-contained Information Retention Format (SIRF) Specification​ Storage Management Initiative Specification (SMI-S)​ eXtensible Access Method (XAM)​ NDMP V4 Technical White papers Connect with SNIA TC SNIA Open Source Liaison​ SNIA Contributor Agreement for Non-Members​ Submit Feedback​ Resources Educational Library Videos Podcasts Blogs SNIA Dictionary What Is…? Geek Out on Storage Membership 2024 SNIA Member Recognition Honorees Membership Benefits Join SNIA Member Directory Groups Overview Cloud Storage Technologies Cloud Storage Standard Knowledge Center Compute, Memory, and Storage Knowledge Center Compute, Memory, and Storage Initiative Committees and SIGs Computational Storage Computational Storage Use Cases Computational Storage Technical Work Group Persistent Memory NVM Programming Technical Work Persistent Memory Programming Workshop & Hackathon Program Persistent Memory Special Interest Group Smart Data Accelerator Interface Technical Work Solid State Storage Solid State Drive Special Interest Group (SSD SIG) Endurance of NVMe, SAS, and SATA SSDs SSD Form Factors Total Cost of Ownership (TCO) Model for Storage Media Sanitization Real World Workloads Reference Real World Workloads Reference Test Platform Solid State Storage Technical Work Group Data Protection & Privacy Data, Storage & Networking Knowledge Center DNA Data Storage Green Storage STA: SCSI Trade Association SFF SFF IP Disclosures SFF Specifications Storage Management SM Lab Program SNIA Swordfish Plugfest April 2025 Swordfish Swordfish CTP Swordfish CTP Results Innovation Labs Events Overview Webinars Event Calendar Contact SDC US Newsroom Overview Press Releases Media Coverage Articles by SNIA Newsletters SNIA Matters Archive Press Center SNIA Logos Clip Art Library Event April 30, 2025 Regional SDC Denver SNIA is excited to bring a special edition of our developer conference to Denver. Created by developers for developers, SDC is a premier educational conference dedicated to providing vendor-neutral information on advancements in data technology. Whether you're a software engineer, product manager, or CTO, SDC caters to professionals across all disciplines. Event OIF 448Gbps Signaling for AI Workshop Podcast Standard Data Management Formats: From Tape to Cloud Webinar Everything You Wanted to Know About RDMA But Were Too Proud to Ask We are the Experts on Data Here are over 3,000 reasons to believe us, and reasons to join the efforts. Educational Library SNIA's Data-Centric Focus SNIA is an industry organization that develops global standards and delivers education on all technologies related to data. Our members collaborate to develop and promote vendor-neutral architectures, standards, and education for management, movement, and security for technologies related to handling and optimizing data. Available Resources Blogs Podcasts Webinars Videos Ceph Storage for AI/ML Q&A Ceph Storage for AI/ML Q&A Learn how Ceph can provide almost limitless scaling capabilities, both for performance and capacity for AI/ML workloads in this Q&A blog. Read more SNIA Fosters Industry Knowledge of Collaborative Standards Engagements SNIA Fosters Industry Knowledge of Collaborative Standards Engagements November 2024 was a memorable month to engage with audiences at The International Conference for High Performance Computing, Networking, Storage, and Analysis (SC) 24 and Technology Live! to provide the latest on collaborative standards development and discuss high performance computing, artificial intelligence, and the future of storage. Read more On-Demand Webinar: Ceph: The Linux of Storage Today On-Demand Webinar: Ceph: The Linux of Storage Today Our recent SNIA Data, Networking & Storage Forum (DNSF) webinar, “AI Storage: The Critical Role of Storage in Optimizing AI Training Workloads,” was an insightful look at how AI workloads interact with storage at every stage of the AI data pipeline with a focus on data loading and checkpointing. Attendees gave this session a 5-star rating and asked a lot of wonderful questions. Read more Breaking Barriers: Transport Technologies and Storage Innovations Breaking Barriers: Transport Technologies and Storage Innovations Explore the collaborative efforts and expertise of SNIA in advancing data transport technologies. Hear from industry experts, Bill Martin, Craig Carlson, Fred Knight, and Anthony Constantine as they discuss the rise of NVMe, innovations like CXL, Fibre Channel's ongoing significance, and the role of standards in creating efficient data solutions. Read more DNA: The Future of Data Storage DNA: The Future of Data Storage Imagine a world where your data could last thousands of years without requiring even a watt of energy. The world is literally running out of data storage, and DNA may be the answer. DNA exceeds many times the storage density of magnetic tape or solid-state media and can store hundreds of petabytes in a mere gram of DNA! Read more Data Protection in a Ransomware Era: Strategies and Insights Data Protection in a Ransomware Era: Strategies and Insights Will AI revolutionize the way businesses operate and the way we live? Hear AI pioneer Dr. Rita Wouhaybi, an expert focused on AI, share her excitement over the rapid advances in AI technology. She explains why she is obsessed with the concept of Edge AI and how Edge breaks down some of the fundamental assumptions that we have had about AI for years. Read more Advancing Sustainable Storage: The Impact of the Circular Economy, Media Sanitization Policies, and Carbon Accounting Advancing Sustainable Storage: The Impact of the Circular Economy, Media Sanitization Policies, and Carbon Accounting Unlocking a Sustainable Future for Data Storage In a world of surging data demands, how can we reduce the environmental toll of storage solutions? Discover the power of the circular economy to reshape the storage industry for a greener tomorrow with this webinar, featuring Jonmichael Hands (Co-Chair SNIA SSD SIG and Board Member, Circular Drive Initiative) and Shruti Sethi (Sr. PM at Microsoft and Leadership Team, Open Compute Project-Sustainability). Read more A Deep Look at New Memories A Deep Look at New Memories New Memories like MRAM, ReRAM, PCM, or FRAM are vying to replace embedded flash and, eventually, even embedded SRAM. Are there other memory technologies threatened with similar fates? What will the memory market look like in another 20 years? Read more The Critical Role of Storage in Optimizing AI Training Workloads The Critical Role of Storage in Optimizing AI Training Workloads This presentation examines the critical role of storage solutions in optimizing AI workloads, with a primary focus on storage-intensive AI training workloads. We will highlight how AI models interact with storage systems during training, focusing on data loading and checkpointing mechanisms. We will explore how AI frameworks like PyTorch utilize different storage connectors to access various storage solutions. Finally, the presentation will delve into the use of file-based storage and object storage in the context of AI training: Read more Ethernet in the Age of AI: Adapting to New Networking Challenges Ethernet in the Age of AI: Adapting to New Networking Challenges This session delves into the various use cases of AI, the nature of traffic for different workloads, and the network impact of these workloads. We explore the multiple networking challenges posed by AI and how Ethernet is evolving to meet these demands. Special focus will be given to congestion issues during model training, the role of Ultra Ethernet Consortium (UEC), and the specific requirements related to training large language models (LLMs) and other use cases. View video SNIA SDC 2024 - Optimized Resource Allocation for CXL Tiered-Memory Systems SNIA SDC 2024 - Optimized Resource Allocation for CXL Tiered-Memory Systems Main memory dominates data center server cost, and hence, data center operators are exploring alternative technologies such as CXL-attached memory to improve cost without jeopardizing performance. View video SNIA SDC 2024 - Memory Optimizations in Machine Learning SNIA SDC 2024 - Memory Optimizations in Machine Learning As Machine Learning continues to forge its way into diverse industries and applications, optimizing computational resources, particularly memory, has become a critical aspect of effective model deployment. This session, ""Memory Optimizations for Machine Learning,"" aims to offer an exhaustive look into the specific memory requirements in Machine Learning tasks and the cutting-edge strategies to minimize memory consumption efficiently. View video SNIA Events From multi-day conferences to symposia to webcasts, SNIA develops and participates in events across the industry and around the world. View the full Events Calendar OIF 448Gbps Signaling for AI Workshop April 15, 2025 Read more SNIA Cloud Object Storage Plugfest April 28, 2025 Read more SNIA Swordfish Plugfest April 28, 2025 Read more SNIA Voting MembersFull list of SNIA member organizations.SNIA Member List    SNIA at a Glance Explore, discover, share, and meet other like-minded industry members. Get ahead, stay ahead, and create industry curves 200 Industry leading organizations 2K Active contributing members 50K IT end users & storage pros worldwide SNIA SNIA: Experts on Data SNIA develops and promotes architectures, standards, and education through vendor-neutral collaboration of experts on data technologies that lead the industry worldwide. Become a member today!Join SNIA Discover SNIA Discover SNIA About Technical Work Education Data Focus Areas Groups News & Events Resources Membership Snia Blogs SNIA Blog SNIA: Experts on Data Blog SNIA Socials Site Map Contact Us Privacy Policy Chat provider: LiveChat Copyright © 2024 SNIAenenhttps://snia.org

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