Name: Storage Performance Benchmarking: Part 2
Start: 2015-10-21T16:00:00Z
End: 2015-10-21T17:03:19.000Z
Location: BrightTALK
Rating: 4.73

The Storage Networking Industry Association (SNIA) is a non-profit organization made up of member companies spanning information technology. A globally recognized and trusted authority, SNIA’s mission is to lead the storage industry in developing and promoting vendor-neutral architectures, standards and educational services that facilitate the efficient management, movement and security of information.

Our 1st and 2nd webcasts in this xPU series explained what xPUs are, how they work, and what they can do. In this 3rd webcast, we will dive deeper into next steps for xPU deployment and solutions, discussing:
When to deploy
• Pros and cons of dedicated accelerator chips versus running everything on the CPU
• xPU use cases across hybrid, multi-cloud and edge environments 
• Cost and power considerations
Where to deploy
• Deployment operating models: Edge, Core Data Center, CoLo, Public Cloud
• System location: In the server, with the storage, on the network, or in all those locations?
How to deploy
• Mapping workloads to hyperconverged and disaggregated infrastructure 
• Integrating xPUs into workload flows 
• Applying offload and acceleration elements within an optimized solution

xPU Deployment and Solutions Deep Dive

Organizations are adopting containers at an increasingly rapid rate. In fact, there are few organizations that haven’t implemented containers in their environment today. DevOps expect a flexible, seamless development, deployment and orchestration experience. With platform agnostic capabilities and a stateless container design, Kubernetes streamlines these processes – and with the contribution of persistent, cloud native storage, stateful information becomes reality along with advanced storage capabilities including features such as snapshots, rollbacks, etc.

Storage implications for Kubernetes will be the topic of this live webcast where storage experts from the Storage Networking Industry Association (SNIA) and Kubernetes experts from the Cloud Native Computing Foundation (CNCF) will discuss: 

• Key storage attributes of cloud native storage for Kubernetes
• How do we use cloud native storage in Kubernetes environments?  
• Workloads and real-world use cases

This webcast will help you better understand and address storage and persistent data challenges in a Kubernetes environment.
After you watch the presentation, check out the Q&A blog https://bit.ly/KubernetesEverywhereQA

Kubernetes is Everywhere – What About Cloud Native Storage?

Edge is the new frontier of compute and data in today’s world, driven by the explosive growth of mobile devices, work from home, digital video, smart cities, and connected cars. An increasing percentage of data is generated and processed at the edge of the network. With this trend comes the need for faster computing, access to storage, and movement of data at the edge as well as between the edge and the data center. Attend this SNIA Networking Storage Forum webcast on June 15, 2022 where we will discuss: 

• The increasing need to do more at the edge across compute, storage and networking
• The rise of intelligent edge locations
• Different solutions that provide faster processing or data movement at the edge
• How computational storage can speed up data processing and transmission at the edge
• Security considerations for edge processing 
 
We look forward to having you join us to cover all this and more. We promise to keep you on the edge of your virtual seat!

Storage Life on the Edge: Accelerated Performance Strategies

As covered in our first webcast “SmartNICs and xPUs: Why is the Use of Accelerators Accelerating,” we discussed the trend to deploy dedicated accelerator chips to assist or offload the main CPU. These new accelerators (xPUs) have multiple names such as SmartNIC, DPU, IPU, APU, NAPU.  

This second webcast in this series will cover a deeper dive into the accelerator offload functions of the xPU. We’ll discuss what problems the xPUs are coming to solve, where in the system they live, and the functions they implement, focusing on:
Network Offloads  
• Virtual switching and NPU 
• P4 pipelines
• QoS and policy enforcement
• NIC functions
• Gateway functions (tunnel termination, load balancing, etc)
Security  
• Encryption
• Policy enforcement
• Key management and crypto
• Regular expression matching
• Firewall
• Deep Packet Inspection (DPI)
Compute  
• AI calculations, model resolution
• General purpose processing (via local cores)
• Emerging use of P4 for general purpose
Storage  
• Compression and data at rest encryption 
• NVMe-oF offload
• Regular expression matching
• Storage stack offloads

xPU Accelerator Offload Functions

What do you think is a more secure way of securely removing data from a hard drive - putting it through a shredder, or doing an instant secure erase? The answer might surprise you!  Companies go to great lengths to secure their data and prevent confidential information from being made available to others. When a company is done using its ICT equipment, including the storage device, it is important to render the data inaccessible. Sanitization is process or method to render access to target data on storage media infeasible for a given level of effort. SSDs and HDDs have various security features that make this sanitization quick, secure, and verifiable. We will go over the different types of sanitization defined in the new IEEE P2883 Specification for Sanitization of Storage, including “clear”, “purge”, and “Destruct”. We will cover easy ways to perform these methods in mainstream storage interfaces like SATA, SAS, and NVMe. We will cover some recommendations for the verification of sanitization to ensure that devices are meeting stringent requirements.

Selecting the proper form of media sanitization with data sensitivity also needs to be weighed with the consequences of physical destruction. Circular business models are essential for the ICT industry, as a large percentage of energy and carbon emissions come from manufacturing products. Circular business models design waste out, keep materials in use as long as possible, and restore environmental systems in the process. Physical destruction, quite obviously, prevents further use phases for a device. We will cover the purge technique for media sanitization that can be quick, secure, reliable, and verifiable - and most importantly keeps the device in one piece.

Is the Data Really Gone?  A Primer on the Sanitization of Storage Devices

As applications continue to increase in complexity and users demand more from their workloads, there is a trend to again deploy dedicated accelerator chips to assist or offload the main CPU.  These new accelerators (xPUs) have multiple names such as SmartNIC, DPU, IPU, APU, NAPU. How are these different than GPU, TPU, CPU? xPUs accelerate and offload functions including math, networking, storage, cryptography, security, and management. This webcast will cover key topics about, and clarify questions surrounding, xPUs, including… 

1. xPU Definition: What is an xPU (SmartNIC, DPU, IPU, APU, NAPU), GPU, TPU, CPU? A focus on high-level architecture and definition of the xPU.

2. Trends and Workloads: What is driving the trend to use hardware accelerators again after years of software-defined everything? What types of workloads are typically offloaded or accelerated?  

3. Deployment and Solutions: What are the pros and cons of dedicated accelerator chips versus running everything on the CPU?   

4. Market landscape Who provides these new accelerators—the CPU, storage, networking, and/or cloud vendors?  How do cost and power factor in?  
 
On May 19th, join us for Part 1 of this xPU Series to get the answers to these questions. Part 2 of this series will take a deep dive on accelerator offload functions and Part 3 will focus on deployment and solutions.

SmartNICs to xPUs – Why is the Use of Accelerators Accelerating?

The complex and changeable structure of edge computing, together with its network connections, massive real-time data, challenging operating environment, distributed edge cloud collaboration, and other characteristics, create a multitude of security challenges. This panel of experts will explore these challenges and wade into the debate as to whether existing security practices and standards are adequate for this emerging area of computing. Join us for a discussion that will cover:
• Understanding the key security issues associated with edge computing
• Identify potentially relevant standards and industry guidance (e.g., IoT security)
• Offer awareness of new security initiatives focused on edge computing

Storage Life on the Edge: Security Challenges

This presentation will define data protection landscape particularly in the context of modern cloud-native containerized applications. It describes various constructs and capabilities of these applications thereby articulating data protection challenges. We will also cover different Backup and Recovery solution considerations for scale, performance, optimizations and protection from any ransomware attack.

Data protection considerations for Cloud-native containerized applications

Data privacy, data governance and data security are all terms that are mistakenly used interchangeably. They are indeed related, particularly when it comes to keeping data in the cloud protected, private and secure, but the definitions and mechanics of executing on each are all quite different. 

Join us for another “15 Minutes in the Cloud” session for an overview of what each of these terms means, how and where they intersect, and why it’s a balancing act to pay adequate attention to each one or risk threatening the overall security of your data. 

Presenting will be security experts Thomas Rivera, CISSP, CIPP/US, CDPSE and
Strategic Success Manager at VMware Black Carbon together with Eric Hibbard, CISSP-ISSAP, ISSMP, ISSEP, CIPP/US, CIPT, CISA, CDPSE, CCSK and Director, Product Planning – Storage Networking & Security, Samsung Semiconductor.

15 Minutes in the Cloud: Data Privacy vs. Governance vs. Security

This second webcast in the Storage Life on the Edge series, provides an overview of edge to cloud use cases where storage and compute resources need to be deployed in practical topologies that deliver the very best in application performance. From data analytics and AI inference to emerging IoT edge applications, our panelists will provide a cornucopia of use cases across these categories along with specific, real-world examples.

After you watch the presentation, read the Q&A blog: https://bit.ly/3uQphRS

Storage Life on the Edge: Edge Storage Use Cases

Digital transformation is driving technology to rapidly evolve towards modernisation of applications with microservices-based architecture being at the core. With the ubiquitous adoption of Kubernetes, cloud-native container technologies are enabling microservices-based application modernization. Such architecture drives the value across the stack and eventually enables business spanning from small-to-medium businesses to large enterprises to be more agile. Such architectural pattern evolution applied across industry vertical drives the need for an infrastructure solution tailor-made for application modernization. In this talk, we present a vendor neutral viewpoint, experiences and observation of the application mordernization trend across the industry and how modern day hyper converged systems are emerging to cater to this growing need.

Enabling Application Modernisation with Hyper Converged Systems

Everyone is familiar with the term “Cloud” but it’s still worth asking “What is cloud?”  The definition of Cloud has only been around for a dozen years or so. It can be defined as “networked computing facilities providing remote data storage and processing services via the internet.” While the definition is simple, the real-world of cloud is complex, and changing constantly. 

This first talk in the SNIA Cloud Storage Technologies Initiative “15 Minutes in the Cloud” series will present a brief history of “The Cloud.” If you are a cloud expert, these sessions might not be for you, but for everyone else, this series of short talks might clear up a lot of questions you may have. Join us for a discussion on:
• Common Cloud Terminology
• How all the parts work together
• Why the cloud and what it’s used for
•	Example use cases
•	SNIA Educational resources on Cloud

15 Minutes in the Cloud: What is Cloud?

Blockchains, cryptocurrency, and the internet of markets are working to transform finance, wealth, safety, digital security, and trust. Storage-based cryptocurrencies had a breakout year in 2021. Proof of Space and Time is a new blockchain consensus that uses storage capacity to secure the blockchain. Decentralized file storage will enable alternatives to hyperscale data centers for hosting files and objects. Understanding the TCO of a storage system and optimizing the utilization of the storage hardware is critical in scaling these systems. Proof of space generation requires temporary compute and ephemeral storage resources. Having compute resources onboard an SSD can allow for local data processing to decrease overall system Total Cost of Ownership (TCO).
Join SNIA members Jonmichael Hands of Chia Network, and Eli Tiomkin of NGD Systems as they discuss how a new approach of auto-plotting SSDs combined with computational storage can lower the total TCO. They will discuss how autoplotting works, provide server use cases that illustrate significant performance/TB gains, and discuss the results based on the SNIA Total Cost of Ownership Mode for Storage. This is a perfect opportunity to learn about the SNIA TCO model with an interactive case study.

Why Cryptocurrency and Computational Storage?

As the computational performance of modern supercomputers is approaching the ExaFLOPS level (10**18 floating point operations per second), the demands on the storage systems that feed these supercomputers continue to increase. On top of traditional HPC simulation workloads, more and more supercomputers are also designed to simultaneously satisfy new data centric workflows with very different I/O characteristics.
 
Through their massive scale-out capabilities, current parallel file systems are more than able to provide the capacity and raw bandwidth that is needed at Exascale. But it can be difficult to achieve high performance for the increasingly complex data access patterns, to manage billions of small files efficiently, and to continuously feed large GPU based systems with the huge datasets that are required in ML/AI workloads.
 
This webcast will examine the different I/O workflows seen on supercomputers today, discussing the approaches the industry is taking to support the convergence of HPC and AI workflows, and highlighting some of the innovations in both storage hardware and parallel file system software that will enable high performance storage at Exascale and beyond, discussing: 
• Overview of typical use cases: Numerical simulation, sensor data ingest and analysis, ML/AI, etc.
•	Advancements in HPC storage hardware: From HDDs to storage class memory
•	Solution design: HPC storage fabrics, software stacks, heterogeneity, and tiering
•	Workflows: How to ensure data is available in the right place at the right moment
•	Realities of high-performance storage management – from the perspective of end users and storage administrators

High Performance Storage at Exascale

The convergence of 5G, Edge Compute and Artificial Intelligence (AI) promise to be catalyst for Digital transformation within industrial segments. Advanced 5G is specifically designed to address the needs of verticals with capabilities like enhanced mobile broadband (emBB), ultra-reliable low latency communications (urLLC), and massive machine type communications (mMTC), to enable near real-time distributed intelligence applications. For example, automated guided vehicle and autonomous mobile robots (AGV/AMRs), wireless cameras, augmented reality for connected workers, and smart sensors across many verticals ranging from healthcare and immersive media, to factory automation. 

Using this data, manufacturers are looking to maximize operational efficiency and process optimization by leveraging AI and machine learning. To do that, they need to understand and effectively manage the sources and trustworthiness of timely data.

This presentation will take a deep dive into how:
• Edge can be defined and current state of the industry  
•	Industrial Edge is being transformed  
•	5G and Time-Sensitive Networking (TSN) play a foundational role in Industry 4.0  
•	The convergence of high-performance wireless connectivity and AI creates new data-intensive use cases         
•	The right data pipeline layer provides persistent, trustworthy storage from edge to cloud

5G Industrial Private Networks and Edge Data Pipelines

Cloud to Edge infrastructures are rapidly growing.  It is expected that by 2025, up to 75% of all data generated will be created at the edge.  However, Edge is a tricky word and you’ll get a different definition depending on who you ask. The physical edge could be in a factory, retail store, hospital, car, plane, cell tower level, or on your mobile device. The network edge could be a top-of-rack switch, server running host-based networking, or 5G base station. 

The Edge means putting servers, storage, and other devices outside the core data center and closer to both the data sources and the users of that data—both edge sources and edge users could be people or machines. 

At our first webcast in this series, “Storage Life on the Edge: Managing Data from the Edge to the Cloud and Back” you‘ll learn:

• Data and compute pressure points: aggregation, near & far Edge
• Supporting IoT data
• Analytics and AI considerations
• Understanding data lifecycle to generate insights
• Governance, security & privacy overview
• Managing multiple Edge sites in a unified way
After you watch the presentation, check out the Q&A blog from our presenters https://bit.ly/3CrLngE

Storage Life on the Edge: Managing Data from the Edge to the Cloud and Back

Ransomware is malware that encrypts valuable data and then asks the victim for ransom in lieu of providing the decryption keys. One way to not fall prey to Ransomware is to keep regular backups, and use them as last line of defence. Lately some of the ransomware attacks have started encrypting or destroying the backup images as well. They target predominately Windows as of now, though other systems are also targeted.
  
This webinar is about solutions built from the ground up to lockdown disk-based backup images. It goes beyond storage, and protects certain specific processes from code injection and masquerading to gain trust. Here we will discuss our experience of designing and developing this solution on Windows platform.

In this session we will:
- Explain ransomware behaviour around backup data with concrete examples
- Explain best practices when dealing with 3rd party products, anti-virus etc.
- Share experiences with customers involving real ransomware attacks
- Discuss future directions

Mitigating the Ransomware Threat: a Backup Solution Perspective

As storing data in the cloud has become ubiquitous and mature, many organizations have adopted a multi-cloud strategy. Eliminating dependence on a single cloud platform is quite a compelling case.

But multi-cloud environments are not without challenges. Taking advantage of the benefits without increasing complexity requires a strategy that ensures applications are not tightly coupled to cloud-specific technologies. Supporting a storage abstraction layer that insulates the application from the underlying cloud provider's interfaces allows an application to be easily used with multiple clouds. It allows storage features specific to a cloud to be exposed in a standardized manner and enables data to be transparently accessed and migrated as needed in order to take advantage of cloud-specific features without the application being aware of the underlying mechanics, thus reducing or eliminating the limits and vulnerabilities of any one cloud.

How, and why, to support a storage abstraction layer will be the focus of this live webcast where our experts will cover:

• Risk mitigation of multiple clouds
• Transparent movement of data from cloud to cloud
• Political, regulatory and compliance considerations
• Multi-cloud as part of a business continuity strategy
• Exit cost reduction
•	Running work in parallel across clouds

Why Use Multiple Clouds?

Integrated Data Centers of the Future

The Future of Storage Consolidation

Five Tips For Building a More Efficient Data Center

New Storage Architectures Driving Application Performance & IT Efficiency

Calculating the cost of critical system downtime

Software-defined Storage Architecture for Analytics Computing

Storage Networking

The Webcast aims to bring anyone untrained in the file performance arts to a common base with the experts. Discover some commonalities and differences between basic Block and File terminology and learn:
 
·       Basic File Components and the meaning of the data workloads  
·       Main characteristics of various workloads and their respective dependencies, assumptions and environmental components
·       The complexity of the technology benchmark interpretations
Discover why file performance benchmarking truly is an art and reach enlightenment via the industry-grade common sense and presenter's guru-esc advice.

Storage Performance Benchmarking: Part 2

Storage

Performance

Benchmarking

Fundamentals

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Storage Performance Benchmarking: Part 2

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