PERNIXDATA OPTIMIZES STORAGE FOR VIRTUALIZED ENVIRONMENTS. By decoupling strategic storage performance and management functions from the underlying storage hardware, our software maximizes VM performance, delivers predictable scale-out growth, and minimizes storage costs.
- See more at: http://pernixdata.com/#sthash.8zXxu1cd.dpuf
Building an open memory-centric computing architecture using intel optaneUniFabric
OOW 2017 presentation showcasing Fabric Attached Memory with 2 node RAC system based on two standard x86 servers running 200 GB/s with a per licensed cpu core data rate of 25 GB/s.
The bottleneck in flash storage is often the interface. SAS/SATA interfaces were designed specifically for hard disk drives not for flash media. For example, flash storage can support many more simultaneous I/O operations. The resolution to the problem is to use a different interface, one that is higher throughput and is more directly accessible from the CPU. Leveraging one of these interfaces and extracting optimal performance from the flash media means leaving the confines of the SCSI protocol with customized proprietary drivers. The result is complexity and slow innovation.
PERNIXDATA OPTIMIZES STORAGE FOR VIRTUALIZED ENVIRONMENTS. By decoupling strategic storage performance and management functions from the underlying storage hardware, our software maximizes VM performance, delivers predictable scale-out growth, and minimizes storage costs.
- See more at: http://pernixdata.com/#sthash.8zXxu1cd.dpuf
Building an open memory-centric computing architecture using intel optaneUniFabric
OOW 2017 presentation showcasing Fabric Attached Memory with 2 node RAC system based on two standard x86 servers running 200 GB/s with a per licensed cpu core data rate of 25 GB/s.
The bottleneck in flash storage is often the interface. SAS/SATA interfaces were designed specifically for hard disk drives not for flash media. For example, flash storage can support many more simultaneous I/O operations. The resolution to the problem is to use a different interface, one that is higher throughput and is more directly accessible from the CPU. Leveraging one of these interfaces and extracting optimal performance from the flash media means leaving the confines of the SCSI protocol with customized proprietary drivers. The result is complexity and slow innovation.
PCI Express* based Storage: Data Center NVM Express* Platform TopologiesOdinot Stanislas
(FR)
Le PCI Express se démocratise de plus en plus dans les serveurs. Présents depuis des années comme bus pour les cartes d'extensions, on va maintenant le trouver en façades des serveurs pour servir des disque flash 2,5 pouces (connecteur SF-8639) et sous la forme de câble appelés OCulink.
(EN)
PCI Express is becoming more and more present in servers. As a communication bus for extension cards since years, now it will serve 2.5 inches flash drive and through PCIe cables named OCulink.
Auteurs/Authors:
Michael Hall
Director of Technology Solutions Enabling, Data Center Group, Intel Corporation
Jonmichael Hands
Technical Program Manager, Non-Volatile Memory Solutions Group, Intel Corporation
Yesterday's thinking may still believe NVMe (NVM Express) is in transition to a production ready solution. In this session, we will discuss how the evolution of NVMe is ready for production, the history and evolution of NVMe and the Linux stack to address where NVMe has progressed today to become the low latency, highly reliable database key value store mechanism that will drive the future of cloud expansion. Examples of protocol efficiencies and types of storage engines that are optimizing for NVMe will be discussed. Please join us for an exciting session where in-memory computing and persistence have evolved.
Linux is usually at the edge of implementing new storage standards, and NVMe over Fabrics is no different in this regard. This presentation gives an overview of the Linux NVMe over Fabrics implementation on the host and target sides, highlighting how it influenced the design of the protocol by early prototyping feedback. It also tells how the lessons learned during developing the NVMe over Fabrics, and how they helped reshaping parts of the Linux kernel to support NVMe over Fabrics and other storage protocols better."
This presentation was delivered at LinuxCon Japan 2016 by Christoph Hellwig
Re-Think Storage – PernixData. Meet & greet with Frank DennemanDigicomp Academy AG
Die Verwendung von Storage-Arrays wird allgemein als natürliches Design einer Virtualisierung angesehen. Die Verwendung dieser Storage-Arrays fürhrt allerdings oft zu Problemen mit der Speicherleistung. Flash-Speicher wird als Retter für die Speicherengpässe angesehen. Stellt sich nur noch die Frage, wo denn Flash am sinnvollsten eingesetz werden sollte?
Frank Denneman, Tech Evangelist und Author, sprach am VMware Storage Event vom 30. April 2015 über den Einsatz von Flash-Speicher. Ebenfalls stellte er in seiner Präsentation PernixData FVP™, mit der die Storage-Performance um ein vielfaches erhöht werden kann.
DataCore has spent the last 17 years developing a hardware agnostic set of storage services. Some of these services are common among modern storage systems. Things like snapshots, thin provisioning and mirroring. No other vendor can offer this functionality in a universally compatible format. Our storage services can be found in our SANsymphony-V & DataCore Virtual SAN products.
PCI Express* based Storage: Data Center NVM Express* Platform TopologiesOdinot Stanislas
(FR)
Le PCI Express se démocratise de plus en plus dans les serveurs. Présents depuis des années comme bus pour les cartes d'extensions, on va maintenant le trouver en façades des serveurs pour servir des disque flash 2,5 pouces (connecteur SF-8639) et sous la forme de câble appelés OCulink.
(EN)
PCI Express is becoming more and more present in servers. As a communication bus for extension cards since years, now it will serve 2.5 inches flash drive and through PCIe cables named OCulink.
Auteurs/Authors:
Michael Hall
Director of Technology Solutions Enabling, Data Center Group, Intel Corporation
Jonmichael Hands
Technical Program Manager, Non-Volatile Memory Solutions Group, Intel Corporation
Yesterday's thinking may still believe NVMe (NVM Express) is in transition to a production ready solution. In this session, we will discuss how the evolution of NVMe is ready for production, the history and evolution of NVMe and the Linux stack to address where NVMe has progressed today to become the low latency, highly reliable database key value store mechanism that will drive the future of cloud expansion. Examples of protocol efficiencies and types of storage engines that are optimizing for NVMe will be discussed. Please join us for an exciting session where in-memory computing and persistence have evolved.
Linux is usually at the edge of implementing new storage standards, and NVMe over Fabrics is no different in this regard. This presentation gives an overview of the Linux NVMe over Fabrics implementation on the host and target sides, highlighting how it influenced the design of the protocol by early prototyping feedback. It also tells how the lessons learned during developing the NVMe over Fabrics, and how they helped reshaping parts of the Linux kernel to support NVMe over Fabrics and other storage protocols better."
This presentation was delivered at LinuxCon Japan 2016 by Christoph Hellwig
Re-Think Storage – PernixData. Meet & greet with Frank DennemanDigicomp Academy AG
Die Verwendung von Storage-Arrays wird allgemein als natürliches Design einer Virtualisierung angesehen. Die Verwendung dieser Storage-Arrays fürhrt allerdings oft zu Problemen mit der Speicherleistung. Flash-Speicher wird als Retter für die Speicherengpässe angesehen. Stellt sich nur noch die Frage, wo denn Flash am sinnvollsten eingesetz werden sollte?
Frank Denneman, Tech Evangelist und Author, sprach am VMware Storage Event vom 30. April 2015 über den Einsatz von Flash-Speicher. Ebenfalls stellte er in seiner Präsentation PernixData FVP™, mit der die Storage-Performance um ein vielfaches erhöht werden kann.
DataCore has spent the last 17 years developing a hardware agnostic set of storage services. Some of these services are common among modern storage systems. Things like snapshots, thin provisioning and mirroring. No other vendor can offer this functionality in a universally compatible format. Our storage services can be found in our SANsymphony-V & DataCore Virtual SAN products.
DataCore has spent the last 17 years developing a hardware agnostic set of storage services. Some of these services are common among modern storage systems. Things like snapshots, thin provisioning and mirroring. No other vendor can offer this functionality in a universally compatible format. Our storage services can be found in our SANsymphony-V & DataCore Virtual SAN products.
Dealing with data storage pain points? Learn why a true Software-defined Storage solution is ideal for improving application performance, managing diversity and migrating between different vendors, models and generations of storage devices.
EMC Symmetrix VMAX: An Introduction to Enterprise Storage: Brian Boyd, Varrow...Brian Boyd
This session gives an overview of the EMC Symmetrix VMAC enterprise storage array. We will discuss the appropriate time to start looking at enterprise storage in your datacenter, the benefits and difference in technology between VMAC and other storage arrays, and give specific examples of how VMAX has helped out customers in their environments
Are you ready for NVMe? IBM FlashSystem uses NVMe inside, and is NVMe-ready for use with FCP and Ethernet fabrics. This session explains FC-NVMe and NVMe-OF and how IBM FlashSystem uses NVMe inside.
EMEA TechTalk – The NetApp Flash Optimized PortfolioNetApp
EMEA TechTalk – October 7th, 2014 - Learn how NetApp Flash Optimized Storage improves application performance, reduces storage capacity, costs and complexity in the data centre.
Comprehensive and Simplified Management for VMware vSphere Environments - now...Hitachi Vantara
Learn how to build out a robust private cloud infrastructure with the assurance that all the underlying server, storage, and network resources are in place and aligned to the appropriate service levels.
See how to achieve predictable reliability based on business needs in a robust, enterprise-class cloud platform – Hitachi Unified Compute Platform Pro for VMware vSphere.
We’ll take you through the latest updates to this industry-leading solution that is deeply integrated with vSphere, including HDS servers and storage, Brocade Fibre Channel, your choice of Cisco or Brocade Ethernet networking. We’ll also talk about software updates that include bare-metal support, improved monitoring and performance tuning, federated management, and non-disruptive firmware upgrades.
Increase Your Mission Critical Application Performance without Breaking the B...DataCore Software
In virtualized environments, mission critical applications get bogged down, leading to user complaints. Root cause analysis has shown that inadequate storage performance is the culprit. But, fixing these performance issues will cost 5 to 7 times your current storage.
In this presentation, learn about a revolutionary solution that combines Skyera’s advanced All Flash Arrays (AFA) with DataCore’s innovative Software-defined Storage platform. This solution will easily accelerate your SQL Servers at a price that fits your budget.
White paper: IBM FlashSystems in VMware EnvironmentsthinkASG
Drive performance in VMware environments with IBM FlashSystem. IBM flash storage delivers extreme, scalable performance for virtualized infrastructure.
Virtual SAN: It’s a SAN, it’s Virtual, but what is it really?DataCore Software
What do you think of when you hear the words “Virtual SAN”? For some, it may mean addressing application latency and infrastructure costs through consolidation. For others, it may be addressing potential single point of failures. Regardless of the use case, Virtual SANs are becoming one of the hottest software-defined storage solutions for IT organizations to maximize storage resources, lower overall TCO, and increase availability of critical applications and data.
This presentation introduces the concept of Virtual SAN and does a technical deep dive on the most common use cases and deployment models involved with a DataCore Virtual SAN solution.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
Generating a custom Ruby SDK for your web service or Rails API using Smithyg2nightmarescribd
Have you ever wanted a Ruby client API to communicate with your web service? Smithy is a protocol-agnostic language for defining services and SDKs. Smithy Ruby is an implementation of Smithy that generates a Ruby SDK using a Smithy model. In this talk, we will explore Smithy and Smithy Ruby to learn how to generate custom feature-rich SDKs that can communicate with any web service, such as a Rails JSON API.
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
2. Agenda
Commoditization of Hardware and the
Software Defined Millennium
Virtual Environment Storage Design
Considerations
The Worlds First Flash Hypervisor
FVP Demo – Charlie Gautreaux
Questions and Answers
3. Rate of Technology Change
Ray Kurzweil
Author of The Singularity is Near
7. VMware
Founded in 1998
Still the leader in Virtualization because it
was first to innovate in their space.
8. Data Domain
Founded in 2001
Proprietary Software Algorithm for target
based Deduplication appliances
Acquired by EMC in 2009
According to IDC, EMC in 2010 captured
64.2% share of the market for purpose-built
backup devices worldwide, including
mainframes.
13. FVP Design Considerations
It must be truly clustered and
compatible with cross-host functions
like vMotion, DRS, HA, etc.
It must support write
acceleration, and in a manner that
doesn’t incur data loss on host
failures.
It must not be a virtual
appliance.
14. FVP Design Considerations
It must not require in-guest or
application level changes. This is
operationally un-scalable
It must be flash technology
agnostic!
It must work on per VM basis
28. References
eGroup Blog – Software Defined Storage, A game Changer
http://www.egroup-us.com/2013/04/software-defined-storage-
a-game-changer/
PernixData Back Story – Building the worlds first Flash
Hypervisor
http://blog.pernixdata.com/the-pernixdata-backstory-building-
the-first-flash-hypervisor/
CRN – PernixData FVP clusters server flash to increase
storage performance in virtualized environments.
http://www.crn.com/news/storage/240159476/pernixdata-fvp-
clusters-server-flash-to-add-performance-in-virtualized-
environments.htm
In 1960 you could buy one transistor for a dollar. In 2002 you can buy 10 million.
According to the report, if hard drives continue to progress at their current pace, then in 2020 a two-platter, 2.5-inch disk drive will be capable of storing more than 14 terabytes (TB) and will cost about $40. It also investigates 13 up-and-comingnon-volatile memory technologies to see whether one of them might outperform hard drives on a cost-per-TB basis in 2020.Mark Kryder
No - How to leverage server flash for a specific use caseYes - How to leverage server flash as an indivisible part of virtual infrastructure