Benefits of FC-NVMe for Containerized ML Models
Machine learning (ML) is the study and development of algorithms that improves with use of data. As it deals with the training data, the machine algorithm changes and grows. Most ML models begin with...
View ArticleTraining Deep Learning Models in the Cloud
Industry analysts predict Deep Learning will account for the majority of cloud workloads. Additionally, training of Deep Learning models will represent the majority of server applications in the next...
View ArticleCyberstorage and XDR: Threat Detection through a Storage Lens
Cybercriminals have always been about data – stealing data, compromising data, holding data hostage. Businesses continue to respond with malware detection on laptops and networks to protect data and...
View ArticleTop 12 Trends in Data and Cloud Storage
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...
View ArticleSustainability in the Data Center Ecosystem
Data centers continue to expand their environmental footprints, currently consuming 2% of the developed world’s electricity. Experts predict this number could rise to 13% by 2030. This webinar will...
View ArticleCasting the Net: Scaling Management of Storage and Fabrics
Composable disaggregated infrastructures provide a promising solution to addressing the provisioning and computational efficiency limitations, as well as hardware and operating costs, of integrated,...
View ArticleWhy Web 3.0 is Important to Enterprise Storage
Explore the exciting and rapidly evolving world of decentralized storage and how it is bridging the gap between Web 2.0 and Web 3.0 In this webinar, we will provide an overview of the importance of...
View ArticlePersistent Memory , CXL, and Memory Tiering - Past , Present & Future
Join Jim Handy of Objective Analysis as he moderates a panel featuring Andy Rudoff and Bhushan Chitlur from Intel, David McIntyre from Samsung, and Sudhir Balasubramanian and Arvind Jagannath from...
View ArticleData Fabric: Connecting the Dots between Structured and Unstructured Data
Data Fabric is an architecture, set of services and platform that standardizes and integrates data across the enterprise regardless of data location (On-Prem, Cloud, Multi Cloud, Hybrid Cloud),...
View ArticleNVMe/TCP: Performance, Deployment and Automation
Since its ratification in late 2018, NVMe/TCP has gained a lot of attention due to its great performance characteristics and relatively low cost. Since then, the NVMe/TCP protocol has been enhanced to...
View ArticleThe Rise of Confidential AI
With cloud data privacy regulations evolving worldwide and accelerated adoption of AI technologies such as ChatGPT, Large Language Models (LLMs) and more, companies must ensure data and AI models are...
View ArticleWhy Distributed Edge Data is the Future of AI
AI is disrupting so many domains and industries and by doing so, AI models and algorithms are becoming increasingly large and complex. This complexity is driven by the proliferation in size and...
View ArticleSimplified Namespace Management – The Open Standards Way
The days of simple, static, self-contained file systems have long passed. Today, we have complex, dynamic namespaces, mixing block, file, object, key-value, queue, and graph-based resources, accessed...
View ArticleCatch the Wave – Managing NVMe-oF™ in the Enterprise
The enterprise storage market is rapidly expanding to include NVMe and NVMe-oF products pervasively. This presents the challenge: how do you manage these as part of your enterprise data center? As the...
View ArticleNVMe over FC: Deep Dive in Protocol, Architecture and Use Cases
The majority of today’s SAN infrastructures leverage the traditional SCSI/FCP protocol. The relatively new NVMe/FC protocol has become ubiquitous in enterprise storage offerings, delivering multiple...
View ArticleNavigating the Complexities of Object Storage Compatibility
Object Storage has firmly established itself as a cornerstone of modern data centers and cloud infrastructure. Ensuring API compatibility has become crucial for object storage developers who want to...
View ArticleEmerging Memories Branch Out
Emerging memories are now found in multiple applications both as stand-alone chips and embedded into systems on chips (SoCs) as they replace established technologies, including SRAM, NOR flash, and...
View ArticleAccelerating Generative AI – Options for Conquering the Dataflow Bottlenecks
Workloads using generative artificial intelligence trained on large language models are frequently throttled by insufficient resources (e.g., memory, storage, compute, or network dataflow bottlenecks)....
View ArticleEverything You Wanted to Know About Throughput, IOPs, and Latency
Any discussion about storage systems is incomplete without the mention of Throughput, IOPs, and Latency. But what exactly do these terms mean and why are they important? Collectively, these three terms...
View ArticleAddressing the Hidden Costs of AI
The latest buzz around generative artificial intelligence (AI) ignores the massive costs to run and power the technology. Without any guard rails in place, what are the impacts of AI on sustainability...
View ArticleStorage Trends 2024
What new storage trends are developing in the coming year? What applications and other factors are driving these trends? Learn from this discussion between industry experts Jeff Janukowicz, Research...
View ArticleCeph: The Linux of Storage Today
Data is one of the most critical resources of our time. Storage for data is always a critical architectural element in any data center. There are considerations for storage: performance, scalability,...
View ArticleAIOps: Reactive to Proactive – Revolutionizing the IT Mindset
The digital landscape is in hyperdrive, demanding an IT metamorphosis that transcends mere tools. Enter AIOps – not just a technological upgrade, but a paradigm shift redefining how we approach IT...
View ArticleFibre Channel Data Center Interconnects (DCI): 64G FC and More
Organizations often operate data centers in multiple locations and are often geographically distributed to provide scale and disaster recovery capabilities. As with any fabric topology, scalability,...
View ArticleThe Evolution of Congestion Management in Fibre Channel
The key to optimal SAN performance is managing performance impacts due to congestion. The Fibre Channel industry introduced Fabric Notifications as a key resiliency mechanism for storage networks in...
View ArticleZero Downtime: Ensuring Reliable Service Availability
Maintaining continuous service availability is not just a priority—it's a necessity. Join us for an insightful webinar to explore the critical aspects of defending your network against Distributed...
View ArticleAdvancing Sustainable Storage: The Impact of the Circular Economy, Media...
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...
View ArticleThe 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...
View ArticleEthernet in the Age of AI: Adapting to New Networking Challenges
Join us for an insightful webinar on the transformative impact of AI on networking. This session will delve into the various use cases of AI, the nature of traffic for different workloads, and the...
View ArticleBuilding Community to Tackle Cloud Object Storage Incompatibilities
The SNIA Cloud Storage Technologies Initiative (CSTI) conducted a poll early in 2024 during a live webinar “Navigating Complexities of Object Storage Compatibility,” citing 72% of organizations have...
View ArticleA 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...
View ArticleCeph Storage in a World of AI/ML Workloads
Artificial intelligence and Machine learning (AI/ML) is a hot topic in every business at the moment, and there is a growing dialog about what constitutes an Open Model, is it the weights? Is it the...
View ArticleStorage Trends in AI 2025
As artificial intelligence continues to transform industries, the demands on storage systems are evolving at an unprecedented pace. Join STA for a dynamic roundtable discussion featuring industry...
View ArticleEverything You Wanted to Know About RDMA But Were Too Proud to Ask
In today's world of AI/ML, high-performance computing, and data centers, RDMA (Remote Direct Memory Access) is essential due to its ability to provide high-speed, low-latency data transfer. This...
View ArticleUnlocking CXL's Potential: Revolutionizing Server Memory and Performance
Join Jim Handy of Objective Analysis, Mahesh Natu of the CXL Consortium, and Torry Steed of SMART Modular Technologies as they delve into Compute Express Link® (CXL), a groundbreaking technology that...
View ArticleCommunity Driven S3 Compatibility Testing
SNIA's Cloud Object Storage community organized and hosted the industry first open multi-vendor compatibility testing (Plugfest) at SDC’24, in Santa Clara, CA. Most of the participants focused on their...
View ArticleUnlocking Sustainable Data Centers: Optimizing SSD Power Efficiency and...
Explore cutting-edge innovations in solid-state drive (SSD) power efficiency and liquid cooling, designed to mitigate AI workload bottlenecks and reduce Total Cost of Ownership (TCO) in data centers....
View ArticleAgentic AI – Use Cases, Benefits, Risks
Agentic AI is an emergent and disruptive paradigm beyond generative AI that carries great promise and great risk. With generative AI, a large language model (LLM) generates content as the result of a...
View ArticleSNIA Cloud Object Storage Test Tools (Open-Source Industry Interoperability...
During SNIA's Cloud Object Storage (COS) multi-vendor compatibility plugfests, it became apparent to the community that a lack of commonly accepted open-source COS test tools is one of the more obvious...
View ArticleAccelerating AI with Real-World CXL Platforms
The rapid growth of AI is driving unprecedented demand for high-bandwidth, high-capacity memory solutions. Compute Express Link (CXL) is emerging as a key enabler in 2025, unlocking new levels of...
View ArticleEverything You Wanted to Know About PCIe But Were Too Proud to Ask
In this webinar, we’ll introduce the PCI Express (PCIe) interface which is an essential component of AI systems due to its ability to provide high bandwidth and low latency over short distances. We’ll...
View ArticleIntroduction to AI and Machine Learning
This webinar will provide a foundational understanding of Artificial Intelligence (AI) and Machine Learning (ML). We will explore the basic concepts, history, and applications of AI/ML, setting the...
View ArticleReduce Your Risk of Data Loss! "Critical Testing Insights for Developers"
In today’s data-driven world, ensuring the resilience of your storage systems is critical for long-term success. This vendor-neutral webinar, hosted by the STA, will bring together industry experts to...
View ArticleAI Model Inferencing and Deployment Options
This webinar will explain the process of model inferencing and deployment options. We will discuss how trained models are used to make predictions and the considerations for deploying models. Attendees...
View ArticleVersatility of Fibre Channel: Multi-Protocol Magic
Storage networking consumers are fully aware of the classic benefits of Fibre Channel as a dedicated storage networking solution that provides reliable and lossless data transfer as well as high...
View ArticleFrom Data to Decisions: Understanding How AI Models Learn
Join us for an insightful webinar and demonstration as we explore the foundational process of training machine learning models, with a special focus on computer vision applications. This session will...
View ArticleAccelerating AI Infrastructure: The Role of 400G and PCIe 8.0 in Next-Gen...
As AI workloads continue to scale, the physical infrastructure supporting them must evolve to deliver the performance, reliability, and efficiency required by modern data-intensive applications. This...
View ArticleIntelligent Data Management: Shaping the Future for AI Workloads
Smarter data management is the key to unlocking the full potential of next-generation data infrastructure for AI. This webinar explores how the SNIA Cloud Data Management Interface (CDMI™) standard...
View ArticleThe Storage Security Shake-Up: Adapt Now or Get Left Behind
Storage security changes and adaptations are a fact of life to deal with the ever-changing threat and regulatory landscapes. A black swan event, a new standard, or a regulation often serves as a...
View ArticleAI Meets Storage: Comparing On-Prem, Cloud, and Hybrid Architectures Across...
In today’s evolving IT landscape, selecting the right storage architecture is critical for optimal performance, scalability, data governance, and cost-efficiency. Furthermore, AI workloads have...
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