Mon 9/15 | Lafayette | Winchester | San Tomas + Lawrence | Stevens Creek |
---|---|---|---|---|
8:30 AM - 9:20 AM |
Data Architecture / Storage Architecture 8:30 AM - 9:20 AM HDD Innovation for Hyperscale: CDLs, SMR, Depop and SCSI Advancements in LinuxDamien Le Moal, Distinguished Engineer, Western Digital Rick Kutcipal, At-Large Director, Board of Directors, SNIA SCSI Trade Association (STA) |
Sustainability & Green 8:30 AM - 9:20 AM Advancing the AI Factory SustainabilityChih-Tsung Huang, Senior Director, Cisco Wei-Jen Huang, Distinguished Engineer, Cisco |
Solid State Storage Solutions 8:30 AM - 9:20 AM Host Management of NVM Express™ Exported NVM Subsystems in PCIe™ SSDsMike Allison, Senior Director - NAND Product Planning - Standards, Samsung Lee Prewitt, Director of Cloud Hardware Storage Microsoft |
AI / ML 8:30 AM - 9:20 AM Storage for AI 102, A Further Perspective on Storage use in AI WorkflowsCurtis Ballard, Technical Council, SNIA; Strategist, Technology Enablement, HPE |
9:30 AM - 10:20 AM |
Data Architecture / Storage Architecture 9:30 AM - 10:20 AM SMR and HAMR Advancing HDD Areal DensityBabar Khan, AI Engineer and PhD Candidate, Independent |
Sustainability & Green 9:30 AM - 10:20 AM SNIA Emerald Update for V1.0 Device and V5.0 System SpecificationsWayne Adams, SNIA Chairman Emeritus, Industry Advisor |
Solid State Storage Solutions 9:30 AM - 10:20 AM Sprandom - A Fast Method to Reduce the Random Preconditioning Time of SSDs from Days to HoursSteven Sprouse, Distinguished Engineer, SanDisk |
AI / ML 9:30 AM - 10:20 AM Why does NVMe Need to Evolve for Efficient Storage Access from GPUs?Chandra Guda, SSD Systems Architect - SMTS, Micron Technology Suresh Rajgopal, SSD Systems Architect - DMTS, Micron Technology |
10:35 AM - 11:25 AM |
Data Architecture / Storage Architecture 10:35 AM - 11:25 AM Command Duration Limits - Improving IOPS per TB in HDDsDavid Landsman, Distinguished Engineer, Western Digital Damien Le Moal, Distinguished Engineer, Western Digital |
Sustainability & Green 10:35 AM - 11:25 AM Panel: Driving Sustainability in Datacenters – Standardizing Carbon Assessment MethodologiesShruti Sethi, Senior PM, Microsoft Ines Sousa, Senior Sustainability Industry Advisor, Microsoft Bahar Riazi, Technical Program Manager - Net Zero, Google Alan Deng, Senior Supply Engagement Manager - Net Zero, Google Lisa Rivalin, Staff System Engineer, AI Fleet - Sustainability Meta |
Solid State Storage Solutions 10:35 AM - 11:25 AM Navigating NVMe-oF Authentication: Best Practices for Key Management in Pre-AVE and Post-AVE DeploymentsSwati Chawdhary, Senior Manager, Samsung |
AI / ML 10:35 AM - 11:25 AM Disaggregated KV Storage: A New Tier for Efficient Scalable LLM InferenceEshcar Hillel, Principal Research Scientist, Pliops |
11:35 AM - 12:25 PM |
Data Architecture / Storage Architecture 11:35 AM - 12:25 PM Drive Regeneration in Action: Enhancing Fault Tolerance in DatacentersCurtis Stevens, Strategist, Seagate Technology Dave Craton, Principal Product Manager, Seagate Techology |
Magic Memory 11:35 AM - 12:25 PM Disrupting the GPU Hegemony: Can Smart Memory and Storage Redefine AI InfrastructureNilesh Shah, VP Business Development, ZeroPoint Technologies Jungmin Choi, Director of Memory Systems Sk Hynix Vikas Chaudhary, VP & GM, MaxLinear Nilesh Gharia, Founder & CTO, Numem |
Modeling & Simulation 11:35 AM - 12:25 PM Total Cost and Performance Analysis of SSDs in AI Data CentersAndy Banta, Storage Janitor, Magnition IO Scott Shadley, Director of Leadership Narrative and Evangelist, Solidigm |
AI / ML 11:35 AM - 12:25 PM Rethinking Storage for the AI/ML Era: Disaggregation Powered with FDPSathish Kumar M, Associate Technical Director, Samsung Semiconductor India Research |
1:30 PM - 2:20 PM |
Magic Memory 1:30 PM - 2:20 PM Radical Reduction in Computing Costs with AI-powered Predictive Memory TechnologyGary Smerdon, Founder and CEO, MEXT |
AI / ML 1:30 PM - 2:20 PM KV-Cache Storage Offloading for Efficient Inference in LLMsUgur Kaynar, Technical Staff, Dell Technologies |
Modeling & Simulation 1:30 PM - 2:20 PM CXL Ecosystem Innovation Leveraging QEMU-based EmulationAnisa Su, Associate Engineer, Samsung Adam Manzanares, Director, Samsung |
File Systems & Protocols 1:30 PM - 2:20 PM Open Flash Platform: An Initiative for Open, Highly Efficient AI StorageDavid Flynn, CEO, Co-Founder, Hammerspace |
2:30 PM - 3:20 PM |
Magic Memory 2:30 PM - 3:20 PM Towards Memory Efficient RAG Pipelines with CXL TechnologyArun George, Associate Technical Director, Samsung Semiconductor India Research Roshan Nair, Staff Engineer Samsung Semiconductor India Research, Bangalore |
AI / ML 2:30 PM - 3:20 PM Scaling RAG with NVME: DISKANN's Hybrid Approach to Vector Databases IndexingAlessandro Goncalves, Solutions Architect, Solidigm |
Modeling & Simulation 2:30 PM - 3:20 PM Simulating CXL.mem for Fun and ProfitDiman Zad Tootaghaj, Senior Researcher HPE |
File Systems & Protocols 2:30 PM - 3:20 PM Scalable Metadata in Distributed File Systems: Revisiting the GoogleFS Design for Exabyte-Scale NamespacesPiotr Modrzyk, Principal Architect, Leil Storage |
3:35 PM - 4:25 PM |
Magic Memory 3:35 PM - 4:25 PM Compute Express Link (CXL) as a Scalable and Highly Cost-Effective Memory Architecture for Modern Computing WorkloadsPramod Peethambaran, Director of Engineering, Samsung |
AI / ML 3:35 PM - 4:25 PM 448G/lane? PCIe™ 7.0? E2 form factor? Suffer the egos of the opinionated experts working to meet the bandwidth, interconnect, and capacity for these AI capable interconnects and form factors.Anthony Constantine, Distinguished Member of Technical Staff, Micron Technology Mike Allison, Senior Director - NAND Product Planning - Standards, Samsung John Geldman, Director of SSD Industry Standards, KIOXIA |
Modeling & Simulation 3:35 PM - 4:25 PM Smarter Cloud Storage—Optimizing Costs with Tiering and AutomationShruti Sethi, Senior PM, Microsoft Vignesh Shanbhag, PM, Microsoft |
File Systems & Protocols 3:35 PM - 4:25 PM Zoned XFS: Transparent and Efficient Zoned Storage Support For Scalable Storage SystemsChristoph Hellwig, Kernel Hacker, [N/A] Damien Le Moal, Distinguished Engineer, Western Digital |
4:35 PM - 5:25 PM |
Magic Memory 4:35 PM - 5:00 PM Advantages of CXL Memory Pooling and TieringAnil Godbole, MWG Co-Chair, CXL Consortium Magic Memory 5:00 PM - 5:25 PM Host Addressing of NVMe Subsystem Local MemoryJason Molgaard, Principal Storage Solutions Architect, Solidigm |
AI / ML 4:35 PM - 5:25 PM Small Granularity Graph Neural Network Training and the Future of StorageJohn Mazzie, MTS, Systems Performance Engineer, Micron Technology |
Modeling & Simulation 4:35 PM - 5:25 PM Design Specification and AI-Driven Digital Twin Architecture for Storage DevicesHemant Gaikwad, Technical Staff, Dell Technologies Rahul Vishwakarma, CTO WorkOnward |
File Systems & Protocols 4:35 PM - 5:25 PM Highly Scalable, Masterless, Distributed Filesystem at RubrikAbhinav Agarwal, Senior Software Engineer, Rubrik Avishek Ganguli, Senior Software Engineer, Rubrik |
Tue 9/16 | Santa Clara Ballroom |
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8:30 AM - 8:45 AM |
Keynote 8:30 AM - 8:45 AM Welcome Remarks and Keynote IntroductionScott Shadley, Director of Leadership Narrative and Evangelist, Solidigm |
8:45 AM - 9:25 AM |
Keynote 8:45 AM - 9:25 AM State of the HPC-AI Market ― Highlights from End-User Research on Technology Gaps for HPC and AIAddison Snell, CEO, Intersect360 Research |
9:25 AM - 10:10 AM |
Keynote 9:25 AM - 10:10 AM Storage Blending: The Evolving Role of HDD and SSD in Data Systems for an AI and Analytics EraSteven Wells, Retired, Self Curtis Ballard, Technical Council, SNIA; Strategist, Technology Enablement, HPE Mohamad EL-Batal, Office of the CTO Chief Technologist, Seagate Technology Madhavan Ravi, Hardware Systems Engineer, Meta Currie Munce, Senior Storage Strategist & Advisor Micron Technology |
10:20 AM - 11:00 AM |
Keynote 10:20 AM - 11:00 AM Maximizing the Benefits of QLC Flash with Pure's Hyperscale Architecture for Applications Ranging from AI/ML to HDD DisplacementRiley Thomasson, Member of Technical Staff, Pure Storage |
11:00 AM - 11:30 AM |
Keynote 11:00 AM - 11:30 AM SNIA and OCP - Driving Open Storage and NetworkingJames Kelly, VP Market Intelligence and Innovation, OCP Foundation |
11:30 AM - 12:10 PM |
Keynote 11:30 AM - 12:10 PM Storage.AI™ from SNIA - Industry Leaders and Partners Join ForcesJ Metz, Chair of SNIA’s Board of Directors; Technical Director for Systems Design, AMD |
12:10 PM - 1:00 PM |
Tue 9/16 | Lafayette | Winchester | San Tomas + Lawrence | Stevens Creek |
---|---|---|---|---|
1:00 PM - 1:50 PM |
Magic Memory 1:00 PM - 1:50 PM CXL Memory in WindowsChet Douglas, Principal Software Engineer, Microsoft Scott Lee, Principal Software Engineer Lead, Microsoft |
File Systems & Protocols 1:00 PM - 1:50 PM Taming the Multi-Protocol Jungle: Unifying File and Object Access in Modern Data WorkflowsErez Zilber, SW Architect, VAST Data |
Data Architecture / Storage Architecture 1:00 PM - 1:50 PM SSD Virtualization: Enabling New Possibilities for SSD-Based EcosystemsDaniel Helmick, Principal Architect, Samsung |
AI / ML 1:00 PM - 1:50 PM Storage Devices for the AI Data CenterErich Haratsch, Senior Director, Marvell |
2:00 PM - 2:50 PM |
Magic Memory 2:00 PM - 2:25 PM SNIA SDXI v1.1 Data Movement Accelerator Interface UpdateWilliam Moyes, Fellow AMD Shyam Iyer, Distinguished Engineer -- Technical Council, SDXI TWG Chair Dell Technologies -- SNIA Magic Memory 2:25 PM - 2:50 PM Can SDXI work with NVMe?Jason Molgaard, Principal Storage Solutions Architect, Solidigm Shyam Iyer, Distinguished Engineer -- Technical Council, SDXI TWG Chair Dell Technologies -- SNIA |
File Systems & Protocols 2:00 PM - 2:50 PM Choosing Your AI Storage Protocol: A Deep Dive into SMB and NFS Performance, Tuning, and OverheadSergei Platonov, VP of Strategy, Xinnor |
Data Architecture / Storage Architecture 2:00 PM - 2:50 PM Storage Multi-Queue on Windows - A New Stack for High Performance Storage HardwareScott Lee, Principal Software Engineer Lead, Microsoft |
AI / ML 2:00 PM - 2:50 PM Storage for AI in Public Clouds: Case Study of Vela in IBM CloudVasily Tarasov, Principal Research Scientist, IBM |
3:05 PM - 3:55 PM |
Cloud Storage 3:05 PM - 3:55 PM War Stories from the Storage Trenches: Moving Data Across NFS, SMB, and S3Carl D'Halluin, CTO, Datadobi |
File Systems & Protocols 3:05 PM - 3:55 PM Eliminating NTLM in Storage: Modernizing SMB Authentication on WindowsMariam Gewida, Product Manager, Microsoft Tanmay Pydisetti, Software Engineer, Microsoft |
Data Architecture / Storage Architecture 3:05 PM - 3:55 PM Why should we have yet another Enterprise and Datacenter Standard Form Factor for SSDs?Anthony Constantine, Distinguished Member of Technical Staff, Micron Technology |
AI / ML 3:05 PM - 3:55 PM Storage Implications for the New Generation of AI ApplicationsCJ Newburn, Distinguished Engineer, NVIDIA Wen-Mei Hwu, Senior Distinguished Research Scientist and Senior Research Director, NVIDIA |
4:05 PM - 4:55 PM |
Cloud Storage 4:05 PM - 4:55 PM Accelerating Object Storage for AI/ML with S3 RDMAJason Goldschmidt, Member of Technical Staff, Dell Technologies |
File Systems & Protocols 4:05 PM - 4:55 PM Activating Untapped Tier 0 Storage Within Your GPU- and CPU-based Compute ClustersFloyd Christofferson, VP Product Marketing, Hammerspace |
Emerging Technologies 4:05 PM - 4:30 PM OCP Storage Project UpdateRoss Stenfort, Hardware Systems Engineer, Meta Data Architecture / Storage Architecture 4:30 PM - 4:55 PM Fibre Channel Update - What you need to know about the Dawn of 256GFC (Gen 9)Howard Johnson, Technology Architect, Broadcom; Chair, INCITS/Fibre Channel Technical Committee Mark Jones, Director of Technical Marketing -- Chair Broadcom -- Fibre Channel Industry Association |
AI / ML 4:05 PM - 4:55 PM Towards Building Flexible, Efficient and Resilient Training with Adaptive Checkpointing on AMD GPU PlatformsPratik Mishra, Senior Staff - Research, AMD |
Wed 9/17 | Lafayette | Winchester | San Tomas + Lawrence | Stevens Creek |
---|---|---|---|---|
8:30 AM - 9:20 AM |
File Systems & Protocols 8:30 AM - 9:20 AM Famfs: Get Ready for Big Pools of Disaggregated Shared MemoryJohn Groves, Technical Director, Micron Technology |
Cloud Storage 8:30 AM - 9:20 AM Cloud Storage Considerations for Retrieval Augmented Generation (RAG) in AI ApplicationsScott Hoag, Principal Product Manager, Microsoft |
Emerging Technologies 8:30 AM - 9:20 AM Chiplets, UCIe, Persistent Memory, and Heterogeneous Integration: The Processor Chip of the Future!Jim Handy, General Director, Objective Analysis Tom Coughlin, President, Coughlin Associates |
AI / ML 8:30 AM - 9:20 AM Discussion and Analysis of the MLPerf Storage Benchmark Suite and AI Storage WorkloadsWesley Vaske, SMTS, Storage Solutions Architect, Micron Technology |
9:30 AM - 10:20 AM |
File Systems & Protocols 9:30 AM - 10:20 AM Scaling Secure File Access - what's New in Linux SMB3.1.1: Performance, Security, and BeyondSteven French, Principal Software Engineer, Microsoft |
Cloud Storage 9:30 AM - 10:20 AM Blending Objects and Files in Google Cloud StorageJeff Terrace, Senior Staff Software Engineer, Google Hsiu-Fan Wang, Senior Staff Software Engineer, Google |
Emerging Technologies 9:30 AM - 10:20 AM Data-Intensive Inference Done Better: Scaling Models and RAG in Limited Memory with SSD OffloadAce Stryker, Director of Market Development, Solidigm |
AI / ML 9:30 AM - 10:20 AM Assessing AI Storage Communication Performance At ScaleCliff Tavares, Senior Director Engineering, Keysight Technologies Venkat Pullela, Chief Technologist, Networking, Keysight Technologies |
10:35 AM - 11:25 AM |
File Systems & Protocols 10:35 AM - 11:25 AM Always-On Diagnostics: eBPF-Powered Insights for Linux SMB and NFS ClientsMeetakshi Setiya, Software Engineer, Microsoft |
Cloud Storage 10:35 AM - 11:25 AM CSAL with Core Scaling for RAID5F: Revolutionizing Cloud Storage Performance and ReliabilityMariusz Barczak, Principal Engineer - Storage Software Architect, Solidigm |
Data Architecture / Storage Architecture 10:35 AM - 11:25 AM Towards Unified Knowledge Platforms: Evolving Storage Systems for Generative and Agentic AIAnnmary Justine Koomthanam, Senior Research Engineer, HPE Srikant Varadan, Distinguished Technologist, HPE |
AI / ML 10:35 AM - 11:25 AM Beyond Throughput: Benchmarking Storage for the Complex I/O Patterns of AI with MLPerf Storage and DLIOHuihuo Zheng, Computer Scientist, Argonne National Laboratory |
11:35 AM - 12:25 PM |
File Systems & Protocols 11:35 AM - 12:25 PM New Transports in Samba: QUIC and SMB-Direct SupportStefan Metzmacher, Software Architect, SerNet |
Cloud Storage 11:35 AM - 12:25 PM Enabling Standard Block Protocols on a Distributed Cloud-Native Platform - Azure StorageEmily Kilian, Principal Software Engineer, Microsoft Yuemin Lu, Principal Product Manager/Architect Microsoft |
Data Architecture / Storage Architecture 11:35 AM - 12:25 PM Global Distributed Client-side Caching for HPC/AI Storage SystemsClarete Crasta, Principal Engineer, HPE David Emberson, Senior Distinguished Technologist, HPE |
AI / ML 11:35 AM - 12:25 PM Gen6 is coming, but what is Needed from NV Storage?Suresh Rajgopal, SSD Systems Architect - DMTS, Micron Technology |
1:30 PM - 2:20 PM |
File Systems & Protocols 1:30 PM - 2:20 PM Samba 2025: Enterprise-Ready, Cloud-OptimizedRalph Böhme, Software Engineer, SerNet Samba Team |
Cloud Storage 1:30 PM - 2:20 PM Modern Data Management at Exabyte Scale — With Visibility, Efficiency, and ControlAkshay Agrawal, Principal Product Manager, Microsoft Preethi Thippeswamy, Product Manager, Microsoft |
Data Security 1:30 PM - 2:20 PM New Developments in Data Security AlgorithmsPaul Suhler, Principal Engineer, SSD Standards, KIOXIA; Security in Storage Working Group Chair, IEEE |
|
2:30 PM - 3:20 PM |
File Systems & Protocols 2:30 PM - 3:20 PM Why S3FS Fails in AI/ML — and How to Achieve Scalable POSIX Access AnywayRui Su, Co-Founder, Juicedata |
Cloud Storage 2:30 PM - 3:20 PM CDMI 3.0: Standardized Management of any URI-accessible ResourceDavid Slik, Scientist, Huawei Technologies Canada Co., Ltd. |
Data Security 2:30 PM - 3:20 PM SPDM PQC & AuthorizationJeff Hilland, President / SPDM WG Co-Chair; Distinguished Technologist, HPE Brett Henning, Security Architect, Broadcom; President / SPDM WG Co-Chair, DMTF |
AI / ML 2:30 PM - 3:20 PM Optimizing Hyperscale Flash Storage Innovations in Large-Capacity QLC, Host-Based FTL, Configurable Indirection Unit and Application-Optimizing Data PlacementJoshua Freilich, Principal Engineer, Pure Storage |
3:35 PM - 4:25 PM |
Management 3:35 PM - 4:25 PM What’s New with SNIA Swordfish®: Standards-Based Storage Management for Enterprise and Data CenterRichelle Ahlvers, SM Chair, SNIA Vice Chair, and Swordfish TWG Chair; Director of Ecosystem Enabling, and Technology Initiatives Intel |
Cloud Storage 3:35 PM - 4:00 PM Report from September ‘25 Cloud Object Storage Plugfest (community driven S3 compatibility testing)Jeff Terrace, Senior Staff Software Engineer, Google Frank Borich, Principal Engineer IBM Cloud Storage 4:00 PM - 4:25 PM SNIA Cloud Object Storage Test Tools - Foundation for Heterogeneous Multi-Vendor InteroperabilityAdam Gray, Principal Software Engineer, IBM; Cloud Object Storage (COS) Test Tools Provisional TWG Chair, SNIA Michael Hoard, Chair for Cloud Storage Technologies (CST) community SNIA |
Data Security 3:35 PM - 4:25 PM Emerging Trends in Automotive Fabrics and Data SecurityBill Gervasi, Principal Memory Solutions Architect, MPS Junjian Zhao, Technical Marketing & Apps Engineering, MPS |
AI / ML 3:35 PM - 4:25 PM AI Driven Mass-Storage EvolutionMohamad EL-Batal, Office of the CTO Chief Technologist, Seagate Technology Thomas Prohofsky, Principal Engineer, CTO Office, Seagate Technology |
4:35 PM - 5:25 PM |
Management 4:35 PM - 5:00 PM The Latest Features in DMTF Redfish® for Storage ManagementJeff Hilland, President / SPDM WG Co-Chair; Distinguished Technologist, HPE Management 5:00 PM - 5:25 PM OFA Sunfish: New Applications for Distributed Storage with SNIA Swordfish®Nathan Hanford, Computer Scientist, Livermore Computing Division, Lawrence Livermore National Laboratory |
Emerging Technologies 4:35 PM - 5:25 PM Media Objectives for Next-Generation Video GamesJohn Carlsen, Principal, Syncopated Systems |
Data Security 4:35 PM - 5:25 PM Inspired by Nature: Biomimicry of the Immune System for Ransomware MitigationVivek Kohli, Product Management, Self Employed Rajeev Angal, Architect, Senior Director Cybersecurity, Self Employed |
AI / ML 4:35 PM - 5:25 PM Enhancing Defect Triaging in Storage Systems Using Generative AI from Integration Test-Based Knowledge GraphsNuthan Prasad B N, Expert, HPE Dhishankar Sengupta, Distinguished Technologist, USA HPE |
Birds of a Feather sessions
Mon 9/15 | Lafayette | Winchester | San Tomas + Lawrence | Stevens Creek | Cypress |
---|---|---|---|---|---|
7:00 PM - 8:00 PM |
Birds-of-a-Feather 7:00 PM - 8:00 PM Directing the future of our industry: Can we develop the next class of storage?Bruce Thompson , CEO, In2Bank |
Birds-of-a-Feather 7:00 PM - 8:00 PM Cruising with StorageJason Molgaard , Principal Storage Solutions Architect, Solidigm |
Birds-of-a-Feather 7:00 PM - 8:00 PM Power Metric Extensions for Performance IO ToolsWayne Adams , SNIA Chairman Emeritus, Industry Advisor David Slik , Scientist, Huawei Technologies Canada Co., Ltd. |
Birds-of-a-Feather 7:00 PM - 8:00 PM S3 Interoperability - Adoption Proliferation and Strategic TestingMichael Hoard , Chair for Cloud Storage Technologies (CST) community SNIA Adam Gray , Principal Software Engineer, IBM; Cloud Object Storage (COS) Test Tools Provisional TWG Chair, SNIA |
|
8:00 PM - 9:00 PM |
Birds-of-a-Feather 8:00 PM - 9:00 PM Toward an ISO Standard for an Open Long-Term Storage Framework TVSteffen Hellmold , VP Strategic Initiatives Western Digital |
Tue 9/16 | Lafayette | Winchester | San Tomas + Lawrence | Stevens Creek | Cypress |
---|---|---|---|---|---|
7:00 PM - 8:00 PM |
Birds-of-a-Feather 7:00 PM - 8:00 PM SMB3 Posix/Linux ExtensionsSteven French , Principal Software Engineer Microsoft |
Birds-of-a-Feather 7:00 PM - 8:00 PM Storage.AI - The Evolution of Data with SNIAJ Metz , Chair of SNIA’s Board of Directors; Technical Director for Systems Design, AMD |
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8:00 PM - 9:00 PM |
Birds-of-a-Feather 8:00 PM - 9:00 PM Object Storage for Structured StorageHimaBindu Tummala , Distinguished Engineer Dell Technologies |
Birds-of-a-Feather 8:00 PM - 9:00 PM S3 over RDMAJason Goldschmidt , Member of Technical Staff, Dell Technologies |
Birds-of-a-Feather 8:00 PM - 9:00 PM Storage Blending: The Evolving Role of HDD and SSD in Data Systems for an AI and Analytics EraSteven Wells , Retired, Self |