V sphere virtual volumes technical overviewsolarisyougood
This document discusses VMware vSphere Virtual Volumes (VVols), which provide a management and integration framework for external storage. VVols virtualize SAN and NAS devices by representing virtual disks natively on arrays. Key points include:
VVols are enabled through a VASA provider that communicates between vSphere and storage arrays. Storage containers on arrays house VVols and can apply storage policies. Protocol endpoints provide access between ESXi hosts and arrays. Operations like provisioning and migration can be offloaded to arrays for improved efficiency. Snapshots create point-in-time copies of VVols for tasks like backup and testing.
VMworld 2014: Virtual Volumes Technical Deep DiveVMworld
This document provides an overview of virtual volumes (VVols) presented at the STO1965 conference. It begins with an introduction to VVols and the high-level architecture, including storage containers, protocol endpoints, and the VASA provider. The document then covers managing storage capacity with storage containers, ensuring service level objectives through storage policies, and the different types of virtual machine objects that can be VVols. It concludes by discussing data services like snapshots and replication that can be offloaded to arrays, and the transition process from traditional storage to VVols.
VMworld 2015: Virtual Volumes Technical Deep DiveVMworld
This document provides a technical deep dive on virtual volumes. It begins with an overview of the challenges with today's LUN-centric storage architectures, such as complex provisioning, wasted resources, and lack of granular control. It then introduces an application-centric model using virtual volumes that provides dynamic storage service levels, fine-grained control at the VM level, and common management across arrays. The rest of the document details the management plane, data plane, consumption model using storage policy-based management, virtual machine lifecycles, snapshots, and offloading operations with virtual volumes.
The document discusses best practices for virtualizing Microsoft Exchange Server 2013. It recommends virtualizing Exchange for standardization, optimizations in deployment, management, and monitoring. However, virtualization may increase complexity and impact performance. The Microsoft Exchange team supports virtualization when sized correctly to avoid oversubscription issues. Key best practices include avoiding single points of failure, properly sizing virtual machines for CPU and memory, and using features like storage area networks and database availability groups for high availability rather than host-based clustering or hypervisor snapshots.
VMworld Europe 2014: Top 10 Do’s / Don’ts of Data Protection For VMware vSphereVMworld
The document discusses new VMware technologies that are under development and subject to change, with features that may or may not be delivered in products depending on technical feasibility and market demand, and pricing has not been determined. It then provides an overview of VMware vSphere Replication capabilities for data protection and disaster recovery. The remainder of the document outlines best practices, configurations, and limitations for different transport modes when using VMware vSphere Replication.
Genau an dem Tag, an dem die neue Veeam Availability Suite V9 erschienen ist, konnten wir unser «What's new» Referat durchführen. Somit erhielten die Teilnehmer am 12. Januar brandheisse News zu den neusten Features.
Unser Veeam Certified Trainer Rinon Belegu zeigte an diesem Abend, warum er der Ansicht ist, dass die «Veeam Availability Suite» das beste Produkt für Hochverfügbarkeit in virtuellen Umgebungen ist und den Erfolgskurs mit der Version 9 fortführt.
Diese Features stellte Rinon Belegu vor:
- Veeam integration with EMC Storage Snapshots
- Veeam Cloud Connect Replication
- Primary Storage Integration
- Veeam Explorer™for Oracle and other Explorer enhancements
- Enterprise Enhancements
- Backup Storage Integration
- Scale-out Backup Repository™
VMworld 2015: Site Recovery Manager and Policy Based DR Deep Dive with Engine...VMworld
Policy based management greatly simplifies the work of IT Administrators making it easy to ensure that applications and VMs receive the resources, protection and functionality required. Learn about the latest enhancements of Site Recovery Manager in this space, which represent a huge step towards providing policy based DR. In this session we'll dive deep into how this approach works and how to work with them.
V sphere virtual volumes technical overviewsolarisyougood
This document discusses VMware vSphere Virtual Volumes (VVols), which provide a management and integration framework for external storage. VVols virtualize SAN and NAS devices by representing virtual disks natively on arrays. Key points include:
VVols are enabled through a VASA provider that communicates between vSphere and storage arrays. Storage containers on arrays house VVols and can apply storage policies. Protocol endpoints provide access between ESXi hosts and arrays. Operations like provisioning and migration can be offloaded to arrays for improved efficiency. Snapshots create point-in-time copies of VVols for tasks like backup and testing.
VMworld 2014: Virtual Volumes Technical Deep DiveVMworld
This document provides an overview of virtual volumes (VVols) presented at the STO1965 conference. It begins with an introduction to VVols and the high-level architecture, including storage containers, protocol endpoints, and the VASA provider. The document then covers managing storage capacity with storage containers, ensuring service level objectives through storage policies, and the different types of virtual machine objects that can be VVols. It concludes by discussing data services like snapshots and replication that can be offloaded to arrays, and the transition process from traditional storage to VVols.
VMworld 2015: Virtual Volumes Technical Deep DiveVMworld
This document provides a technical deep dive on virtual volumes. It begins with an overview of the challenges with today's LUN-centric storage architectures, such as complex provisioning, wasted resources, and lack of granular control. It then introduces an application-centric model using virtual volumes that provides dynamic storage service levels, fine-grained control at the VM level, and common management across arrays. The rest of the document details the management plane, data plane, consumption model using storage policy-based management, virtual machine lifecycles, snapshots, and offloading operations with virtual volumes.
The document discusses best practices for virtualizing Microsoft Exchange Server 2013. It recommends virtualizing Exchange for standardization, optimizations in deployment, management, and monitoring. However, virtualization may increase complexity and impact performance. The Microsoft Exchange team supports virtualization when sized correctly to avoid oversubscription issues. Key best practices include avoiding single points of failure, properly sizing virtual machines for CPU and memory, and using features like storage area networks and database availability groups for high availability rather than host-based clustering or hypervisor snapshots.
VMworld Europe 2014: Top 10 Do’s / Don’ts of Data Protection For VMware vSphereVMworld
The document discusses new VMware technologies that are under development and subject to change, with features that may or may not be delivered in products depending on technical feasibility and market demand, and pricing has not been determined. It then provides an overview of VMware vSphere Replication capabilities for data protection and disaster recovery. The remainder of the document outlines best practices, configurations, and limitations for different transport modes when using VMware vSphere Replication.
Genau an dem Tag, an dem die neue Veeam Availability Suite V9 erschienen ist, konnten wir unser «What's new» Referat durchführen. Somit erhielten die Teilnehmer am 12. Januar brandheisse News zu den neusten Features.
Unser Veeam Certified Trainer Rinon Belegu zeigte an diesem Abend, warum er der Ansicht ist, dass die «Veeam Availability Suite» das beste Produkt für Hochverfügbarkeit in virtuellen Umgebungen ist und den Erfolgskurs mit der Version 9 fortführt.
Diese Features stellte Rinon Belegu vor:
- Veeam integration with EMC Storage Snapshots
- Veeam Cloud Connect Replication
- Primary Storage Integration
- Veeam Explorer™for Oracle and other Explorer enhancements
- Enterprise Enhancements
- Backup Storage Integration
- Scale-out Backup Repository™
VMworld 2015: Site Recovery Manager and Policy Based DR Deep Dive with Engine...VMworld
Policy based management greatly simplifies the work of IT Administrators making it easy to ensure that applications and VMs receive the resources, protection and functionality required. Learn about the latest enhancements of Site Recovery Manager in this space, which represent a huge step towards providing policy based DR. In this session we'll dive deep into how this approach works and how to work with them.
Not content to simply describe the Virtual Volume (VVOL) framework, this session instead examines practical use cases: How different configurations and workloads benefit from VVOLs. Learn how Storage Policy Based Management (SPBM) couples with VVOLs to provide VM configuration options not previously available. We demonstrate a handful of real-life scenarios, specifically covering how VVOLs benefits oversubscribed systems, disaster recovery preparation and multi-tenant requirements for customers. Specific configuration options and constraints are covered in detail, including how they work with underlying storage.
Veeam Backup & Replication v8 for VMware — General OverviewVeeam Software
The document provides an overview of the Veeam Backup & Replication v8 product. It describes the key components including the Veeam Backup Server, Backup Proxies, Backup Repositories, Backup Enterprise Manager, data encryption capabilities, Cloud Connect feature, Veeam Explorers for application-specific restores, and Virtual Lab technology for recovery verification of backups.
VMworld 2013: Maximize Database Performance in Your Software-Defined Data CenterVMworld
VMworld 2013
Mark Achtemichuk, VMware
Michael Webster, VMware
Learn more about VMworld and register at http://www.vmworld.com/index.jspa?src=socmed-vmworld-slideshare
VMware - Virtual SAN - IT Changes EverythingVMUG IT
Virtual SAN is a hyper-converged storage platform that is built into the ESXi hypervisor. It aggregates locally attached flash and disk drives from each ESXi host in a cluster to provide a shared datastore. Virtual SAN provides dynamic capacity and performance scaling. It utilizes storage policies to provide per-VM storage service levels from the single shared datastore. Virtual SAN simplifies storage management by automating control of storage capacity, performance, and availability based on application needs.
VMworld 2013: VMware vSphere High Availability - What's New and Best PracticesVMworld
VMworld 2013
Keith Farkas, VMware
Learn more about VMworld and register at http://www.vmworld.com/index.jspa?src=socmed-vmworld-slideshare
Jeff Hunter, VMware
VMworld 2013: Lowering TCO for Virtual Desktops with VMware View and VMware V...VMworld
VMworld 2013
Jad Chamcham, VMware
Narasimha Krishnakumar, VMware, view, vsan, tco
Learn more about VMworld and register at http://www.vmworld.com/index.jspa?src=socmed-vmworld-slideshare
VMworld Europe 2014: A DevOps Story - Unlocking the Power of Docker with the ...VMworld
This document discusses new technologies that are currently under development by VMware and subject to change. It provides an overview of trends in development practices, containers, and DevOps. It then summarizes VMware's approach to supporting containers and DevOps workflows through tools that integrate building, running, and managing containerized applications across the application lifecycle. A new technology called Project Fargo is introduced that allows for rapid cloning of virtual machines for improved provisioning and portability of applications.
A day in the life of a VSAN I/O - STO7875Duncan Epping
This document provides an overview and summary of a VMworld session about Virtual SAN I/O. The session covers Virtual SAN concepts, the I/O flow of reads and writes in Virtual SAN, failure scenarios and how Virtual SAN handles them, and new features like deduplication and compression. The document includes diagrams demonstrating how data is distributed and replicated across hosts in a Virtual SAN cluster. It also provides details on how reads, writes, and failures are handled at a technical level in Virtual SAN. In the conclusion, it recommends three ways for attendees to get started with Virtual SAN: a hands-on lab, 60-day free evaluation, or working with a VMware partner on an assessment.
VMware: Enabling Software-Defined Storage Using Virtual SAN (Technical Decisi...VMware
VMware Virtual SAN is a software-defined storage solution that is built into vSphere and pools flash-based devices and magnetic disks from standard servers into a shared datastore. It delivers high performance, is highly resilient with zero data loss even during hardware failures, and provides a simplified storage management experience through storage policies applied at the virtual machine level. Virtual SAN supports a variety of use cases including virtual desktop infrastructure, test/development environments, and business critical applications through its scale, performance, integration with VMware technologies, and interoperability with solutions such as Horizon View, vSphere Replication, and OpenStack.
This document provides an overview of the MRSCAPS design framework and how it can be applied to analyze VMware Virtual SAN (VSAN). It discusses VSAN considerations for each element of MRSCAPS: manageability using the vSphere console and health check plugin; recoverability through backups and replication; security with additional encryption options; cost based on licensing models; availability leveraged through storage policies and HA; performance through hardware optimizations and flash configurations; and scalability to large clusters and additional hosts. The presentation includes screenshots and concludes with a Q&A session.
Nashville VMUG Keynote April 8 2015 - vSphere 6Adam Eckerle
This document provides an overview of vSphere 6.0 including key highlights, deployment options for vCenter Server and the Platform Services Controller, and certification updates. The main points are:
- vSphere 6.0 has seen faster adoption and fewer issues than previous versions. Key features include improved fault tolerance, larger cluster sizes, and simplified workload migration.
- vCenter Server now uses an embedded or external Platform Services Controller for single sign-on, licensing, and certificate management. There are multiple deployment configurations for high availability.
- New certification paths are available, including beta exams for VCP6-DCV and upcoming exams for VCIX6-DCV. Resources like hands-on labs and documentation
VMware is developing several software-defined storage initiatives to provide storage services and automation across different types of storage infrastructure. These include Virtual SAN (VSAN) which enables distributed storage using local disks in a vSphere cluster, vFlash which integrates solid state drives as a new storage tier in vSphere, and Virtual Volumes (VVOLs) which allows for per-VM data services like snapshots and cloning to be performed directly on storage arrays. The goal is for vSphere to serve as a unified platform for different storage services regardless of where the underlying storage is located.
VMware introduced several new features in vSphere 6 including increased scalability limits, usability improvements to the vSphere Web Client, enhanced vMotion capabilities such as cross-vCenter and long distance vMotion, expanded fault tolerance support, and the introduction of vSphere Virtual Volumes and its policy-based management framework. Key networking updates included Network I/O Control version 3 and multiple TCP/IP stacks. Storage features focused on Virtual SAN enhancements, Storage DRS integration, and support for VASA 2.0 storage capabilities.
The document summarizes a company's experience migrating from vSphere 4.1 to 5.0. Key aspects of the migration included upgrading ESXi and vCenter licenses, performing a new vCenter installation with vCenter Heartbeat for high availability, migrating VMs between ESXi hosts using a "shuttle" host, and implementing post-migration tasks like applying updates and permissions. The migration addressed challenges like multiple environments and sites, production uptime needs, and ensuring a highly available vCenter.
VMworld Europe 2014: Advanced SQL Server on vSphere Techniques and Best Pract...VMworld
This document provides an overview and agenda for a presentation on virtualizing SQL Server workloads on VMware vSphere. The presentation will cover designing SQL Server virtual machines for performance in production environments, consolidating multiple SQL Server workloads, and ensuring SQL Server availability using vSphere features. It emphasizes understanding the workload, optimizing for storage and network performance, avoiding swapping, using large memory pages, and accounting for NUMA when configuring SQL Server virtual machines.
VMworld Europe 2014: A Blueprint for Disaster Recovery of Business Critical A...VMworld
This presentation discussed disaster recovery solutions for business critical applications using VMware Site Recovery Manager (SRM). SRM supports various replication technologies including vSphere Replication, array-based replication, and application-consistent replication options like Oracle Data Guard. SRM automates the failover and failback of virtual machines in protection groups between sites using recovery plans. A demo showed configuring an SAP environment for disaster recovery with SRM and vSphere Replication, including performing a test failover recovery. Another section demonstrated using SRM for a planned migration of VMs from an on-premises data center to a cloud provider.
VMworld Europe 2014: Virtual SAN Architecture Deep DiveVMworld
This document provides an overview of Virtual SAN (VSAN) including:
- VSAN aggregates local flash and HDDs across ESXi hosts into a shared datastore for VMs. It provides software-defined storage that is integrated with VMware's stack.
- VSAN's goals are to provide compelling TCO through reduced CAPEX/OPEX and be the software-defined storage for all VMware products through strong integration.
- The document discusses VSAN architecture, deployment, scaling, performance, resiliency, and management.
VMworld Europe 2014: What’s New in End User Computing: Full Desktop Automatio...VMworld
This document discusses integrating VMware's cloud orchestration and desktop virtualization products. It begins with an agenda for the presentation and then discusses the goal of using cloud and automation to enable organizations. It describes how integrating vCloud Automation Center (vCAC) and VMware Horizon View can provide workflow control, approval tracking, and self-service for end users and delegated administrators. The rest of the document covers prerequisites, configuring workflows in vCenter Orchestrator, lessons learned, and frequently asked questions about the integration.
This document discusses approaches for storing data on the client side beyond a page refresh without transmitting it to the server. It reviews the history of cookies, Flash cookies, Gears, and other approaches. It then summarizes modern approaches like Application Cache, Web Storage, Web SQL Database, IndexedDB, and the File API which allow persistent local storage on the client. It concludes with tips for using these storage options and libraries to help manage offline data.
Societal Impact of Applied Data Science on the Big Data StackStealth Project
This document discusses big data and data science projects at a Center for Data Science. It provides an overview of various research areas like healthcare informatics, intelligent systems, social computing, and big data security. It also describes technologies used for big data like machine learning, distributed databases, and data integration. Specific projects are summarized, such as predicting hospital readmissions for congestive heart failure patients and detecting malware activity based on domain names. The document outlines the steps involved in building predictive models, from data understanding to predictive modeling. Performance of initial models is discussed, with areas for improvement noted.
Not content to simply describe the Virtual Volume (VVOL) framework, this session instead examines practical use cases: How different configurations and workloads benefit from VVOLs. Learn how Storage Policy Based Management (SPBM) couples with VVOLs to provide VM configuration options not previously available. We demonstrate a handful of real-life scenarios, specifically covering how VVOLs benefits oversubscribed systems, disaster recovery preparation and multi-tenant requirements for customers. Specific configuration options and constraints are covered in detail, including how they work with underlying storage.
Veeam Backup & Replication v8 for VMware — General OverviewVeeam Software
The document provides an overview of the Veeam Backup & Replication v8 product. It describes the key components including the Veeam Backup Server, Backup Proxies, Backup Repositories, Backup Enterprise Manager, data encryption capabilities, Cloud Connect feature, Veeam Explorers for application-specific restores, and Virtual Lab technology for recovery verification of backups.
VMworld 2013: Maximize Database Performance in Your Software-Defined Data CenterVMworld
VMworld 2013
Mark Achtemichuk, VMware
Michael Webster, VMware
Learn more about VMworld and register at http://www.vmworld.com/index.jspa?src=socmed-vmworld-slideshare
VMware - Virtual SAN - IT Changes EverythingVMUG IT
Virtual SAN is a hyper-converged storage platform that is built into the ESXi hypervisor. It aggregates locally attached flash and disk drives from each ESXi host in a cluster to provide a shared datastore. Virtual SAN provides dynamic capacity and performance scaling. It utilizes storage policies to provide per-VM storage service levels from the single shared datastore. Virtual SAN simplifies storage management by automating control of storage capacity, performance, and availability based on application needs.
VMworld 2013: VMware vSphere High Availability - What's New and Best PracticesVMworld
VMworld 2013
Keith Farkas, VMware
Learn more about VMworld and register at http://www.vmworld.com/index.jspa?src=socmed-vmworld-slideshare
Jeff Hunter, VMware
VMworld 2013: Lowering TCO for Virtual Desktops with VMware View and VMware V...VMworld
VMworld 2013
Jad Chamcham, VMware
Narasimha Krishnakumar, VMware, view, vsan, tco
Learn more about VMworld and register at http://www.vmworld.com/index.jspa?src=socmed-vmworld-slideshare
VMworld Europe 2014: A DevOps Story - Unlocking the Power of Docker with the ...VMworld
This document discusses new technologies that are currently under development by VMware and subject to change. It provides an overview of trends in development practices, containers, and DevOps. It then summarizes VMware's approach to supporting containers and DevOps workflows through tools that integrate building, running, and managing containerized applications across the application lifecycle. A new technology called Project Fargo is introduced that allows for rapid cloning of virtual machines for improved provisioning and portability of applications.
A day in the life of a VSAN I/O - STO7875Duncan Epping
This document provides an overview and summary of a VMworld session about Virtual SAN I/O. The session covers Virtual SAN concepts, the I/O flow of reads and writes in Virtual SAN, failure scenarios and how Virtual SAN handles them, and new features like deduplication and compression. The document includes diagrams demonstrating how data is distributed and replicated across hosts in a Virtual SAN cluster. It also provides details on how reads, writes, and failures are handled at a technical level in Virtual SAN. In the conclusion, it recommends three ways for attendees to get started with Virtual SAN: a hands-on lab, 60-day free evaluation, or working with a VMware partner on an assessment.
VMware: Enabling Software-Defined Storage Using Virtual SAN (Technical Decisi...VMware
VMware Virtual SAN is a software-defined storage solution that is built into vSphere and pools flash-based devices and magnetic disks from standard servers into a shared datastore. It delivers high performance, is highly resilient with zero data loss even during hardware failures, and provides a simplified storage management experience through storage policies applied at the virtual machine level. Virtual SAN supports a variety of use cases including virtual desktop infrastructure, test/development environments, and business critical applications through its scale, performance, integration with VMware technologies, and interoperability with solutions such as Horizon View, vSphere Replication, and OpenStack.
This document provides an overview of the MRSCAPS design framework and how it can be applied to analyze VMware Virtual SAN (VSAN). It discusses VSAN considerations for each element of MRSCAPS: manageability using the vSphere console and health check plugin; recoverability through backups and replication; security with additional encryption options; cost based on licensing models; availability leveraged through storage policies and HA; performance through hardware optimizations and flash configurations; and scalability to large clusters and additional hosts. The presentation includes screenshots and concludes with a Q&A session.
Nashville VMUG Keynote April 8 2015 - vSphere 6Adam Eckerle
This document provides an overview of vSphere 6.0 including key highlights, deployment options for vCenter Server and the Platform Services Controller, and certification updates. The main points are:
- vSphere 6.0 has seen faster adoption and fewer issues than previous versions. Key features include improved fault tolerance, larger cluster sizes, and simplified workload migration.
- vCenter Server now uses an embedded or external Platform Services Controller for single sign-on, licensing, and certificate management. There are multiple deployment configurations for high availability.
- New certification paths are available, including beta exams for VCP6-DCV and upcoming exams for VCIX6-DCV. Resources like hands-on labs and documentation
VMware is developing several software-defined storage initiatives to provide storage services and automation across different types of storage infrastructure. These include Virtual SAN (VSAN) which enables distributed storage using local disks in a vSphere cluster, vFlash which integrates solid state drives as a new storage tier in vSphere, and Virtual Volumes (VVOLs) which allows for per-VM data services like snapshots and cloning to be performed directly on storage arrays. The goal is for vSphere to serve as a unified platform for different storage services regardless of where the underlying storage is located.
VMware introduced several new features in vSphere 6 including increased scalability limits, usability improvements to the vSphere Web Client, enhanced vMotion capabilities such as cross-vCenter and long distance vMotion, expanded fault tolerance support, and the introduction of vSphere Virtual Volumes and its policy-based management framework. Key networking updates included Network I/O Control version 3 and multiple TCP/IP stacks. Storage features focused on Virtual SAN enhancements, Storage DRS integration, and support for VASA 2.0 storage capabilities.
The document summarizes a company's experience migrating from vSphere 4.1 to 5.0. Key aspects of the migration included upgrading ESXi and vCenter licenses, performing a new vCenter installation with vCenter Heartbeat for high availability, migrating VMs between ESXi hosts using a "shuttle" host, and implementing post-migration tasks like applying updates and permissions. The migration addressed challenges like multiple environments and sites, production uptime needs, and ensuring a highly available vCenter.
VMworld Europe 2014: Advanced SQL Server on vSphere Techniques and Best Pract...VMworld
This document provides an overview and agenda for a presentation on virtualizing SQL Server workloads on VMware vSphere. The presentation will cover designing SQL Server virtual machines for performance in production environments, consolidating multiple SQL Server workloads, and ensuring SQL Server availability using vSphere features. It emphasizes understanding the workload, optimizing for storage and network performance, avoiding swapping, using large memory pages, and accounting for NUMA when configuring SQL Server virtual machines.
VMworld Europe 2014: A Blueprint for Disaster Recovery of Business Critical A...VMworld
This presentation discussed disaster recovery solutions for business critical applications using VMware Site Recovery Manager (SRM). SRM supports various replication technologies including vSphere Replication, array-based replication, and application-consistent replication options like Oracle Data Guard. SRM automates the failover and failback of virtual machines in protection groups between sites using recovery plans. A demo showed configuring an SAP environment for disaster recovery with SRM and vSphere Replication, including performing a test failover recovery. Another section demonstrated using SRM for a planned migration of VMs from an on-premises data center to a cloud provider.
VMworld Europe 2014: Virtual SAN Architecture Deep DiveVMworld
This document provides an overview of Virtual SAN (VSAN) including:
- VSAN aggregates local flash and HDDs across ESXi hosts into a shared datastore for VMs. It provides software-defined storage that is integrated with VMware's stack.
- VSAN's goals are to provide compelling TCO through reduced CAPEX/OPEX and be the software-defined storage for all VMware products through strong integration.
- The document discusses VSAN architecture, deployment, scaling, performance, resiliency, and management.
VMworld Europe 2014: What’s New in End User Computing: Full Desktop Automatio...VMworld
This document discusses integrating VMware's cloud orchestration and desktop virtualization products. It begins with an agenda for the presentation and then discusses the goal of using cloud and automation to enable organizations. It describes how integrating vCloud Automation Center (vCAC) and VMware Horizon View can provide workflow control, approval tracking, and self-service for end users and delegated administrators. The rest of the document covers prerequisites, configuring workflows in vCenter Orchestrator, lessons learned, and frequently asked questions about the integration.
This document discusses approaches for storing data on the client side beyond a page refresh without transmitting it to the server. It reviews the history of cookies, Flash cookies, Gears, and other approaches. It then summarizes modern approaches like Application Cache, Web Storage, Web SQL Database, IndexedDB, and the File API which allow persistent local storage on the client. It concludes with tips for using these storage options and libraries to help manage offline data.
Societal Impact of Applied Data Science on the Big Data StackStealth Project
This document discusses big data and data science projects at a Center for Data Science. It provides an overview of various research areas like healthcare informatics, intelligent systems, social computing, and big data security. It also describes technologies used for big data like machine learning, distributed databases, and data integration. Specific projects are summarized, such as predicting hospital readmissions for congestive heart failure patients and detecting malware activity based on domain names. The document outlines the steps involved in building predictive models, from data understanding to predictive modeling. Performance of initial models is discussed, with areas for improvement noted.
CaixaBank is using big data and its partnership with Oracle to develop a new technology platform to improve business and better anticipate customer needs with a 360 degree view of customers. CaixaBank consolidated 17 data marts into one centralized data pool built on Oracle technologies. This has improved customer relationships, employee efficiency, and regulatory reporting. The data pool collects data from various sources to power business use cases like deposits pricing, customized ATM menus, online risk scoring, and online marketing automation.
Introduction to Machine Learning for Oracle Database ProfessionalsAlex Gorbachev
This document summarizes a presentation on practical machine learning for database administrators. It discusses using machine learning to classify PL/SQL code as good or bad, classify database schemas, cluster SQL statements, and detect anomalies in database workloads. The presentation covers what machine learning is, why it can be useful for databases, and provides examples of applying machine learning to common DBA problems like code classification. It describes building a naive Bayes classification model in Oracle to classify PL/SQL code, including extracting text features, training and testing the model, and assessing performance.
JEEConf 2015 - Introduction to real-time big data with Apache SparkTaras Matyashovsky
This presentation will be useful to those who would like to get acquainted with Apache Spark architecture, top features and see some of them in action, e.g. RDD transformations and actions, Spark SQL, etc. Also it covers real life use cases related to one of ours commercial projects and recall roadmap how we’ve integrated Apache Spark into it.
Was presented on JEEConf 2015 in Kyiv.
Design by Yarko Filevych: http://www.filevych.com/
What is the impact of Big Data on Analytics from a Data Science perspective.
Presented at the Big Data and Analytics Summit 2014, Nasscom by Mamatha Upadhyaya.
The Efficient Big data Platform - IDC 360, CopenhagenPetri Pekkarinen
- Gain insight into how requirements on higher data performance increases at an exponential rate
- Find out why a tight relationship with customers is key and how to adopt diverse data and real-time analysis tools
- Learn why a brand new efficient infrastructure platform is needed for big data and how to build it
The recent focus on Big Data in the data management community brings with it a paradigm shift—from the more traditional top-down, “design then build” approach to data warehousing and business intelligence, to the more bottom up, “discover and analyze” approach to analytics with Big Data. Where does data modeling fit in this new world of Big Data? Does it go away, or can it evolve to meet the emerging needs of these exciting new technologies? Join this webinar to discuss:
Big Data –A Technical & Cultural Paradigm Shift
Big Data in the Larger Information Management Landscape
Modeling & Technology Considerations
Organizational Considerations
The Role of the Data Architect in the World of Big Data
Deep Learning Use Cases - Data Science Pop-up SeattleDomino Data Lab
Companies like Google, Microsoft, Amazon and Facebook are in fierce competition for teams that can build deep-learning applications. Because of deep learning's general usefulness in pattern recognition, those applications are surprisingly diverse, ranging from image recognition to machine translation. This talk will explore deep learning use cases for the major data types -- image, sound, text and time series -- as they're emerging in the private sector. Presented by Chris Nicholson, Co-Founder and CEO at Skymind.
VMworld 2013: Software-defined Storage - The Next Phase in the Evolution of E...VMworld
VMworld 2013
Alberto Farronato, VMware
Vijay Ramachandran, VMware
Learn more about VMworld and register at http://www.vmworld.com/index.jspa?src=socmed-vmworld-slideshare
Virtual SAN (VSAN) is a hypervisor-converged storage solution from VMware that radically simplifies storage. It pools server-attached flash, SSD, and HDD storage and manages it through storage policies from the vSphere client. VSAN is integrated with vSphere and provides high performance, resilience against hardware failures, and linear scalability. It can reduce both capital and operating expenses compared to traditional external storage arrays.
VMworld 2016: Virtual Volumes Technical Deep DiveVMworld
Virtual Volumes provide a more efficient operational model for external storage management in vSphere. They integrate storage capabilities directly into virtual machines at the individual disk level through Storage Policy-Based Management. This simplifies operations by removing the need for static LUN/volume provisioning and allows storage services to be applied non-disruptively on a per-virtual machine basis according to policies. A key component is the VASA Provider, which is used to publish an array's storage capabilities and manage the creation of VM-level objects called Virtual Volumes on behalf of vSphere.
HDS and VMware vSphere Virtual Volumes (VVol) Hitachi Vantara
This document discusses Hitachi Data Systems' (HDS) support for VMware vSphere Virtual Volumes (VVol). It summarizes HDS's VVol capabilities including native support with HNAS and VSP storage arrays, VASA provider virtual appliances, storage container management, VM storage policies, and data protection features like hardware snapshot offloading. It also discusses how VVols can provide automated storage tiering and migration to better match changing VM requirements over time.
What is coming for VMware vSphere?
Delivered at VMUG DK/UK/BE in November 2014. Session is all about vSphere futures, what can be expected in the near future.
IT could resolve storage issues much faster with better visibility into the storage area network. VMware’s vCenter Operations improves storage operations by offering an extensible, flexible architecture.
Learn more about how VMware works with leading storage solutions to create single-pane-of-glass management. VMware’s storage partners include:
- EMC
- Hitachi
- NetApp
- HP
- Fujitsu
- IBM
- Dell
VMworld 2013: Storage IO Control: Concepts, Configuration and Best Practices ...VMworld
VMworld 2013
Sachin Manpathak, VMware
Mustafa Uysal, VMware
Sunil Muralidhar, VMware
Learn more about VMworld and register at http://www.vmworld.com/index.jspa?src=socmed-vmworld-slideshare
Track 1 Virtualizing Critical Applications with VMWARE VISPHERE by Roshan ShettyEMC Forum India
Virtualizing Critical Applications with Vsphere 5 provides concise summaries of the key enhancements in vSphere 5 that enable virtualizing even the most critical applications. These include support for larger virtual machines with up to 32 vCPUs, 1TB of RAM and 4x larger sizes. It also improves availability, storage, and network services with features like Storage DRS, Profile-Driven Storage, and Network I/O Control that provide performance guarantees and help prevent resource starvation issues. The document also highlights how vSphere 5 simplifies infrastructure deployment and management with capabilities such as Auto Deploy, vCenter Server Appliance, and the new Web Client.
Presentation v mware cloud infrastructure - success in virtualizationsolarisyourep
This document provides an overview of VMware's cloud infrastructure products and capabilities. It discusses VMware's journey to the cloud model, highlighting cost efficiency, quality of service, and business agility. It then covers the key components and features of vSphere 5, including enhanced compute, storage, network, and application services. Specific capabilities like larger virtual machines, storage I/O controls, and the vSphere storage appliance are summarized. The document concludes by emphasizing how vSphere 5 can accelerate virtualization and help customers achieve their cloud goals.
- vSphere 5.0 introduces several new platform enhancements including support for 2TB of host memory, 160 logical CPUs, and 512 VMs per host. ESXi now runs exclusively as the hypervisor.
- Storage features are improved with VMFS-5, which supports volumes over 2TB and faster operations. Storage DRS allows for initial placement and load balancing of VMs across datastores.
- Networking features include support for multiple vMotion NICs for faster migration. The new web client allows remote administration from any browser.
VMworld 2014: Site Recovery Manager and vSphere ReplicationVMworld
Site Recovery Manager and vSphere Replication: What’s New Technical Deep Dive provides an overview of the new features in VMware Site Recovery Manager (SRM) 5.8 and vSphere Replication 5.8. The document recaps SRM and VR, discusses new capabilities in SRM like vCAC integration and VSAN support, and new features in VR like reporting and MPIT recovery. It also reviews use cases, architecture, limitations and recommendations for both solutions.
VMworld 2013
Christos Karamanolis, VMware
Kiran Madnani, VMware
James Streit, Thomson Reuters
Learn more about VMworld and register at http://www.vmworld.com/index.jspa?src=socmed-vmworld-slideshare
VMworld 2013
Kiran Madnani, VMware
Rawlinson Rivera, VMware
Learn more about VMworld and register at http://www.vmworld.com/index.jspa?src=socmed-vmworld-slideshare
VMworld 2014: VMware Vision and Strategy for Software-Defined StorageVMworld
VMware's vision is for software-defined storage that abstracts and pools infrastructure to make virtual disks the primary data management unit. This will be achieved through storage policy-based management that provides a common consumption model and granular control of storage services for individual VMs across all storage tiers. Key VMware technologies for software-defined storage include virtual volumes, which natively represent virtual disks on external storage arrays, and VMware Virtual SAN, which pools server-attached storage and provides a shared datastore for VMs.
This document provides an overview of the EVO:RAIL hyper-converged infrastructure appliance that is powered entirely by VMware technologies. It discusses that EVO:RAIL simplifies how customers buy, deploy, and operate their software-defined data centers. Key features highlighted include its simple deployment and ongoing management through the EVO:RAIL engine, which configures vCenter, ESXi, Virtual SAN, and Log Insight. The appliance allows customers to deploy their first virtual machine within 15 minutes of powering it on. The document also introduces EVO:RACK, a data center-scale hyper-converged cloud infrastructure solution that is targeted for larger use cases like IaaS, VDI, and big
VMworld 2013: Software-Defined Storage: The VCDX Way VMworld
VMworld 2013
Wade Holmes VCDX, VMware
Rawlinson Rivera VCDX, VMware
Learn more about VMworld and register at http://www.vmworld.com/index.jspa?src=socmed-vmworld-slideshare
Experts Round Table Webinar: Why should you care about VVOLs?NetApp
This deck is from a webinar on June 3, 2015, presented by SolidFire and VMware. Learn what you haven’t heard about vSphere Virtual Volumes (VVOLs). The purpose of this webinar is to provide a deep dive into the technical aspects and overall benefits of implementing VVOLs. This will be a slide-driven virtual roundtable, with a panel of participants including Rawlinson Rivera and Ken Werneburg from VMware, Josh Atwell and Andy Banta from SolidFire, moderated by Keith Norbie from SolidFire. Watch the recording here: https://www.youtube.com/watch?v=uYWL2UDNdFs
Accelerate Your Migration to "Application-Centric" Storage-as-a-Service from ...VMware
This document summarizes a presentation by VMware and IndonesianCloud about accelerating migration to storage-as-a-service using VMware vCloud and Virtual SAN. It discusses IndonesianCloud's past issues with a traditional storage platform and how Virtual SAN addressed their needs for cost efficiency, operational simplicity, reliability, and scalability. Specifically, Virtual SAN allowed them to match competitors' storage prices, simplify operations through policy-based management and per-VM services, improve reliability through a scale-out design that accommodates failures, and easily scale capacity and performance by adding servers. IndonesianCloud deployed a Virtual SAN platform using SuperMicro servers with SSDs and HDDs to provide storage as a service.
Similar to VMworld 2013: Tech Preview: Accelerating Data Operations Using VMware VVols and Storage Profile Based Management (20)
VMworld 2016: vSphere 6.x Host Resource Deep DiveVMworld
1. This document provides an overview and agenda for a presentation on vSphere 6.x host resource deep dive topics including compute, storage, and network.
2. It introduces the presenters, Niels Hagoort and Frank Denneman, and provides background on their expertise.
3. The document outlines the topics to be covered under each section, including NUMA, CPU cache, DIMM configuration, I/O queue placement, driver considerations, RSS and NetQueue scaling for networking.
VMworld 2016: Troubleshooting 101 for HorizonVMworld
This document provides an overview of troubleshooting tools and techniques for Horizon. It begins with introductions and disclaimers. It then covers defining problems, identifying symptoms, gathering additional information, determining possible causes, identifying the root cause, resolving problems, and documenting solutions. Common troubleshooting tools are discussed, including ESXCLI commands, vSphere CLI commands, and log file locations and contents. Methods for collecting log files from Horizon components like desktops, clients, and servers are also provided.
VMworld 2016: Advanced Network Services with NSXVMworld
NSX provides network virtualization and security services including distributed firewalling, load balancing, and VPN connectivity. It reproduces traditional network and security functions in software throughout the virtual infrastructure for improved performance, agility, and security compared to physical appliances. Over 1700 customers use NSX across various industries, with growth of 100% year-over-year. NSX services can be distributed across hypervisors for massive scalability. The platform also integrates with security and application delivery partners to enhance its native capabilities.
VMworld 2016: How to Deploy VMware NSX with Cisco InfrastructureVMworld
This document provides an overview of how to deploy VMware NSX with Cisco infrastructure, including:
- NSX has minimal requirements of 1600 MTU and IP connectivity and is agnostic to the underlying network topology.
- When using Cisco Nexus switches, VLANs must be configured for various traffic types and SVIs created with consistent IP subnets. Jumbo MTU is required across all links.
- NSX is also compatible with Cisco ACI fabrics using Fabric Path or DFA topologies, with the VXLAN VLAN spanning multiple pods/clusters across the fabric.
VMworld 2016: Enforcing a vSphere Cluster Design with PowerCLI AutomationVMworld
This document discusses enforcing vSphere cluster designs using PowerCLI automation. It provides an overview of vSphere cluster design basics like HA and DRS configurations. It then discusses crafting declarative configurations to define the desired infrastructure state. Infrastructure as code principles are reviewed for managing configurations outside the endpoints. The presentation introduces the Vester project for declaratively configuring vSphere clusters using PowerCLI.
Horizon 7 introduces several new features including just-in-time desktops that instantly provision desktops and applications when users log in using VMware's instant clone technology. It also features smart policies that dynamically change desktop configurations based on user location or device. Infrastructure updates improve scalability and failover capabilities. The user experience is enhanced with support for 3D graphics, new protocols like Blast Extreme for optimized mobile access, and expanded capabilities for hosted applications and RDS desktops.
VMworld 2016: The KISS of vRealize Operations! VMworld
This presentation introduces new features in vRealize Operations 6.3 that simplify operations management. It begins with an overview of the vRealize Operations architecture and dashboard. New features are then demonstrated, including a recommended actions page, cluster resource dashboard, data collection notifications, workload balancing through rebalancing containers, guided remediation through alerts, integration with vRealize Log Insight, capacity management of clusters and projections, and extensibility with management packs. Finally, related VMworld sessions are listed that provide further information on capacity planning, troubleshooting, intelligent operations management, log insight, and network insight.
VMworld 2016: Getting Started with PowerShell and PowerCLI for Your VMware En...VMworld
This document provides an overview and introduction to PowerShell and PowerCLI for managing VMware environments. It discusses what PowerShell and PowerCLI are, important terminology like modules and functions, how to set them up and configure profiles, and examples of how to start coding with PowerShell including gathering data, writing logic statements, and using cmdlets safely. The presenters are introduced and an agenda is provided covering these topics at a high level to get started with PowerShell and PowerCLI.
VMworld 2016: Ask the vCenter Server Exerts PanelVMworld
This document is a disclaimer stating that the presentation may include features still under development and not committed to be delivered in final products. Any features discussed are subject to change based on technical feasibility and market demand, and pricing and packaging have not been determined for any new technologies presented. The document is confidential.
VMworld 2016: Virtualize Active Directory, the Right Way! VMworld
Virtualizing Active Directory domain controllers provides benefits like increased availability, scalability, and manageability. However, there are some technical challenges to address like ensuring proper time synchronization. This presentation provides best practices for virtualizing domain controllers including using host-guest affinity rules, disabling time synchronization settings, and ensuring the ESXi host clock is correct. It also introduces new "safety" features in Windows Server 2012 like VM GenerationID that help address issues from restoring or reverting snapshots like USN rollback.
VMworld 2016: Migrating from a hardware based firewall to NSX to improve perf...VMworld
Iain Leiter from A.T. Still University discussed their organization's migration from a hardware-based firewall to NSX to improve performance and compliance. Some key advantages of NSX include distributed firewalling for high performance and scalability, pay-as-you-grow flexibility, and advanced security features like microsegmentation. Their deployment process involved installing NSX, defining security groups, building security policies using syslog data from "recon rules", and applying a common services policy. Discoveries included many backdoors, application architecture issues, and the security benefits of microsegmentation.
VMworld 2015: Troubleshooting for vSphere 6VMworld
The document provides an overview of troubleshooting tools and techniques for vSphere 6. It discusses gathering diagnostic information, identifying potential causes, and resolving problems. The vSphere ESXi Shell and vCLI commands can be used to troubleshoot issues locally or remotely via SSH. An example troubleshooting process is provided to demonstrate defining a vMotion failure problem, gathering logs, testing connectivity, and resolving an incorrect VMkernel interface IP address.
VMworld 2015: Monitoring and Managing Applications with vRealize Operations 6...VMworld
This year VMware vSphere 6 combined with vRealize Operations 6.1 (vR Ops 6) adds critical features to increase technical agility in the infrastructure, and reduce Mean time to Repair. With a new Automated remediation action framework in vR Ops, vSphere 6’s ability to vMotion Physical Raw Device mappings (RDMs), and a complete Management Pack Ecosystem for monitoring Infrastructure to applications, administrators have the tools needed to get to maintain 5 9’s uptime, shorten Mean Time to Repair (MTTR), and predict capacity requirements as and when the business requires.. This session will be a deep technical explanation, and live demonstration of these tools. It will give administrators a solid understanding of how they can use these tools to monitor and manage their application clusters, keep applications running during Infrastructure maintenance, and get deep holistic visibility into the entire Application ecosystem, from Storage to Networking.
VMworld 2015: Advanced SQL Server on vSphereVMworld
Microsoft SQL Server is one of the most widely deployed “apps” in the market today and is used as the database layer for a myriad of applications, ranging from departmental content repositories to large enterprise OLTP systems. Typical SQL Server workloads are somewhat trivial to virtualize; however, business critical SQL Servers require careful planning to satisfy performance, high availability, and disaster recovery requirements. It is the design of these business critical databases that will be the focus of this breakout session. You will learn how build high-performance SQL Server virtual machines through proper resource allocation, database file management, and use of all-flash storage like XtremIO. You will also learn how to protect these critical systems using a combination of SQL Server and vSphere high availability features. For example, did you know you can vMotion shared-disk Windows Failover Cluster nodes? You can in vSphere 6! Finally, you will learn techniques for rapid deployment, backup, and recovery of SQL Server virtual machines using an all-flash array.
VMworld 2015: Virtualize Active Directory, the Right Way!VMworld
Active Directory Domain Services (ADDS) allows organizations to deploy a scalable and secure directory service for managing users, resources and applications. Virtualization of ADDS has been supported for many years now, however has required careful management to avoid pitfalls around replication, time management, and access. Windows Server 2012 provides greater support for virtualization by including virtualization-safe features and support for rapid domain controller deployment.
VMworld 2015: Building a Business Case for Virtual SANVMworld
This presentation discusses building a business case for VMware Virtual SAN. It provides an overview of Virtual SAN and its benefits for customers like choice, integration, cost savings and performance. A case study is presented of how Dominos Pizza implemented Virtual SAN which resulted in roughly 40% lower costs compared to a traditional storage array. The presentation concludes by demonstrating the Virtual SAN assessment tool and various ways customers can try Virtual SAN.
The popularity of Virtual SAN is growing daily. Server admins are finally free to aggregate storage in their servers to create a shared storage system that scales with their compute needs. The underlying key to making it all work is networking. All Virtual SAN data flows through it, and correct selection and configuration of networking components will mean the difference between disruptive success or dramatic failure. This session will give deep insight in the do's and don'ts of Virtual SAN networking. Best practices for physical and virtual switch configuration and performance testing will be discussed. Virtual SAN 5.5 and 6.0 will be covered, and the networking differences discussed. Methods of troubleshooting network issues will be covered. For those configuring a Virtual SAN network for the first time, for labs or enterprise scale, this session is a must-see.
This presentation discusses the concept of a software-defined data center (SDDC) and its benefits. An SDDC virtualizes and automates all infrastructure, delivering it as a service. This ideal architecture can be used for private, hybrid, and public clouds. An SDDC can dramatically accelerate innovation, reduce costs, streamline operations, improve security and control, and deliver better IT outcomes. The presentation then introduces a panel of representatives from various organizations discussing their SDDC experiences. Attendees are polled to vote for the best SDDC.
VMworld 2015: Conversation with the VMware CIO Suggestions on being an IT LeaderVMworld
Bask Iyer, VMware's CIO, discusses how IT leaders can shift from a back office orientation to front office leadership focused on business outcomes and the customer experience. He emphasizes catching the right innovation waves like mobile and cloud computing. Iyer also outlines how the cloud can help businesses increase agility and flexibility while reducing costs over time. Lastly, he shares examples of how VMware has transformed its internal IT organization to operate like a business, focusing on customer experience and simplicity.
"Scaling RAG Applications to serve millions of users", Kevin GoedeckeFwdays
How we managed to grow and scale a RAG application from zero to thousands of users in 7 months. Lessons from technical challenges around managing high load for LLMs, RAGs and Vector databases.
The Department of Veteran Affairs (VA) invited Taylor Paschal, Knowledge & Information Management Consultant at Enterprise Knowledge, to speak at a Knowledge Management Lunch and Learn hosted on June 12, 2024. All Office of Administration staff were invited to attend and received professional development credit for participating in the voluntary event.
The objectives of the Lunch and Learn presentation were to:
- Review what KM ‘is’ and ‘isn’t’
- Understand the value of KM and the benefits of engaging
- Define and reflect on your “what’s in it for me?”
- Share actionable ways you can participate in Knowledge - - Capture & Transfer
Session 1 - Intro to Robotic Process Automation.pdfUiPathCommunity
👉 Check out our full 'Africa Series - Automation Student Developers (EN)' page to register for the full program:
https://bit.ly/Automation_Student_Kickstart
In this session, we shall introduce you to the world of automation, the UiPath Platform, and guide you on how to install and setup UiPath Studio on your Windows PC.
📕 Detailed agenda:
What is RPA? Benefits of RPA?
RPA Applications
The UiPath End-to-End Automation Platform
UiPath Studio CE Installation and Setup
💻 Extra training through UiPath Academy:
Introduction to Automation
UiPath Business Automation Platform
Explore automation development with UiPath Studio
👉 Register here for our upcoming Session 2 on June 20: Introduction to UiPath Studio Fundamentals: https://community.uipath.com/events/details/uipath-lagos-presents-session-2-introduction-to-uipath-studio-fundamentals/
"Choosing proper type of scaling", Olena SyrotaFwdays
Imagine an IoT processing system that is already quite mature and production-ready and for which client coverage is growing and scaling and performance aspects are life and death questions. The system has Redis, MongoDB, and stream processing based on ksqldb. In this talk, firstly, we will analyze scaling approaches and then select the proper ones for our system.
Introduction of Cybersecurity with OSS at Code Europe 2024Hiroshi SHIBATA
I develop the Ruby programming language, RubyGems, and Bundler, which are package managers for Ruby. Today, I will introduce how to enhance the security of your application using open-source software (OSS) examples from Ruby and RubyGems.
The first topic is CVE (Common Vulnerabilities and Exposures). I have published CVEs many times. But what exactly is a CVE? I'll provide a basic understanding of CVEs and explain how to detect and handle vulnerabilities in OSS.
Next, let's discuss package managers. Package managers play a critical role in the OSS ecosystem. I'll explain how to manage library dependencies in your application.
I'll share insights into how the Ruby and RubyGems core team works to keep our ecosystem safe. By the end of this talk, you'll have a better understanding of how to safeguard your code.
Monitoring and Managing Anomaly Detection on OpenShift.pdfTosin Akinosho
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
Skybuffer SAM4U tool for SAP license adoptionTatiana Kojar
Manage and optimize your license adoption and consumption with SAM4U, an SAP free customer software asset management tool.
SAM4U, an SAP complimentary software asset management tool for customers, delivers a detailed and well-structured overview of license inventory and usage with a user-friendly interface. We offer a hosted, cost-effective, and performance-optimized SAM4U setup in the Skybuffer Cloud environment. You retain ownership of the system and data, while we manage the ABAP 7.58 infrastructure, ensuring fixed Total Cost of Ownership (TCO) and exceptional services through the SAP Fiori interface.
Must Know Postgres Extension for DBA and Developer during MigrationMydbops
Mydbops Opensource Database Meetup 16
Topic: Must-Know PostgreSQL Extensions for Developers and DBAs During Migration
Speaker: Deepak Mahto, Founder of DataCloudGaze Consulting
Date & Time: 8th June | 10 AM - 1 PM IST
Venue: Bangalore International Centre, Bangalore
Abstract: Discover how PostgreSQL extensions can be your secret weapon! This talk explores how key extensions enhance database capabilities and streamline the migration process for users moving from other relational databases like Oracle.
Key Takeaways:
* Learn about crucial extensions like oracle_fdw, pgtt, and pg_audit that ease migration complexities.
* Gain valuable strategies for implementing these extensions in PostgreSQL to achieve license freedom.
* Discover how these key extensions can empower both developers and DBAs during the migration process.
* Don't miss this chance to gain practical knowledge from an industry expert and stay updated on the latest open-source database trends.
Mydbops Managed Services specializes in taking the pain out of database management while optimizing performance. Since 2015, we have been providing top-notch support and assistance for the top three open-source databases: MySQL, MongoDB, and PostgreSQL.
Our team offers a wide range of services, including assistance, support, consulting, 24/7 operations, and expertise in all relevant technologies. We help organizations improve their database's performance, scalability, efficiency, and availability.
Contact us: info@mydbops.com
Visit: https://www.mydbops.com/
Follow us on LinkedIn: https://in.linkedin.com/company/mydbops
For more details and updates, please follow up the below links.
Meetup Page : https://www.meetup.com/mydbops-databa...
Twitter: https://twitter.com/mydbopsofficial
Blogs: https://www.mydbops.com/blog/
Facebook(Meta): https://www.facebook.com/mydbops/
High performance Serverless Java on AWS- GoTo Amsterdam 2024Vadym Kazulkin
Java is for many years one of the most popular programming languages, but it used to have hard times in the Serverless community. Java is known for its high cold start times and high memory footprint, comparing to other programming languages like Node.js and Python. In this talk I'll look at the general best practices and techniques we can use to decrease memory consumption, cold start times for Java Serverless development on AWS including GraalVM (Native Image) and AWS own offering SnapStart based on Firecracker microVM snapshot and restore and CRaC (Coordinated Restore at Checkpoint) runtime hooks. I'll also provide a lot of benchmarking on Lambda functions trying out various deployment package sizes, Lambda memory settings, Java compilation options and HTTP (a)synchronous clients and measure their impact on cold and warm start times.
What is an RPA CoE? Session 1 – CoE VisionDianaGray10
In the first session, we will review the organization's vision and how this has an impact on the COE Structure.
Topics covered:
• The role of a steering committee
• How do the organization’s priorities determine CoE Structure?
Speaker:
Chris Bolin, Senior Intelligent Automation Architect Anika Systems
Northern Engraving | Nameplate Manufacturing Process - 2024Northern Engraving
Manufacturing custom quality metal nameplates and badges involves several standard operations. Processes include sheet prep, lithography, screening, coating, punch press and inspection. All decoration is completed in the flat sheet with adhesive and tooling operations following. The possibilities for creating unique durable nameplates are endless. How will you create your brand identity? We can help!
This talk will cover ScyllaDB Architecture from the cluster-level view and zoom in on data distribution and internal node architecture. In the process, we will learn the secret sauce used to get ScyllaDB's high availability and superior performance. We will also touch on the upcoming changes to ScyllaDB architecture, moving to strongly consistent metadata and tablets.
inQuba Webinar Mastering Customer Journey Management with Dr Graham HillLizaNolte
HERE IS YOUR WEBINAR CONTENT! 'Mastering Customer Journey Management with Dr. Graham Hill'. We hope you find the webinar recording both insightful and enjoyable.
In this webinar, we explored essential aspects of Customer Journey Management and personalization. Here’s a summary of the key insights and topics discussed:
Key Takeaways:
Understanding the Customer Journey: Dr. Hill emphasized the importance of mapping and understanding the complete customer journey to identify touchpoints and opportunities for improvement.
Personalization Strategies: We discussed how to leverage data and insights to create personalized experiences that resonate with customers.
Technology Integration: Insights were shared on how inQuba’s advanced technology can streamline customer interactions and drive operational efficiency.
Essentials of Automations: Exploring Attributes & Automation ParametersSafe Software
Building automations in FME Flow can save time, money, and help businesses scale by eliminating data silos and providing data to stakeholders in real-time. One essential component to orchestrating complex automations is the use of attributes & automation parameters (both formerly known as “keys”). In fact, it’s unlikely you’ll ever build an Automation without using these components, but what exactly are they?
Attributes & automation parameters enable the automation author to pass data values from one automation component to the next. During this webinar, our FME Flow Specialists will cover leveraging the three types of these output attributes & parameters in FME Flow: Event, Custom, and Automation. As a bonus, they’ll also be making use of the Split-Merge Block functionality.
You’ll leave this webinar with a better understanding of how to maximize the potential of automations by making use of attributes & automation parameters, with the ultimate goal of setting your enterprise integration workflows up on autopilot.
Fueling AI with Great Data with Airbyte WebinarZilliz
This talk will focus on how to collect data from a variety of sources, leveraging this data for RAG and other GenAI use cases, and finally charting your course to productionalization.
VMworld 2013: Tech Preview: Accelerating Data Operations Using VMware VVols and Storage Profile Based Management
1. Tech Preview: Accelerating Data Operations
Using VMware VVols and
Storage Profile Based Management
Suzy Visvanathan, VMware
STO7449
#STO7449
2. 22
Software-Defined
Data Center
SDDC | SDS
All infrastructure is virtualized
and delivered as a service, and
the control of this data center is
entirely automated by software.
Software-Defined
Storage
SDS is the abstraction and
pooling of heterogeneous storage
resources to deliver applications
storage resources through a
software-driven framework.
3. 33
Storage - Keeping pace with SDDC
vSphere
vSphere
Compute
Storage has been slower
to evolve, despite some
crucial growth factors
As a piece of the SDDC
puzzle, Storage must
• Adapt to an “as-a-
service” model of
operations.
• Scale to newer apps.
• Be highly performant
• Be Resilient
• Be easy to manage
Network StorageSoftware Defined
Infrastructure Services
Layer
4. 44
Several Pain Points with Storage
Three Main Pain Point Areas
“Setting up storage requires too much time”
“Data operations are LUN centric, whereas we want VM
focused operations”
“We overprovision storage”
“Our Storage budget keeps going up”
“Cannot ensure predictable performance”
“Troubleshooting is very hard”
5. 55
The Storage Management Challenge
Setting up storage requires:
1. Spreadsheet black-magic
to determine right configs
2. Several additional steps:
• Build disk pools
• Assign RAID levels
• Create LUN/volumes
• Zone and map LUNs
• Format LUN/Volumes
• Assign data services
(Replication, etc.)
Which LUNs
have the right
performance and
availability for
each VM?
Here are
your LUNs.
vSphere
Admin
Storage
Admin
I need more
storage for
my VMs.
Exactly what
performance do
you need?
Day 1 Day N Day N++
It should just
be fast.
Who needs
more LUNs?
How do we simplify the management
for the storage admin?
At the same time, how do we give the vSphere
admin what she wants?
6. 66
Achieving the “Per VM” Management Requirement
1. Data operations need to be done at a VM/VMDK level rather than on
the entire LUN/datastore
2. Visibility of VM/VMDK must be provided at all levels – at the
application, vSphere and underlying array level
3. Provisioning decisions must be automatically made by matching up
requirements given by the vSphere admin with the compliant storage
Datastore
7. 77
Agenda
Introducing a new Storage paradigm
How are the roles in a datacenter affected
- Array Vendors
- Storage Administrator
- vSphere Administrator
Enhancing Storage Profiles for VVols
Summary
8. 88
Introducing a New Storage Paradigm
Snapshot VMDK
Replicate VMDK
Snapshot Datastore
Replicate Datastore
Snapshot VMDK
Replicate VMDK
1. No LUNs
2. Expose
VMDK to
the array
3. Offload data
operations
to the array
9. 99
What Does It Mean to Your Array Vendor?
Create distinct entities, called Virtual Volumes (VVols). A single
Virtual Volume will represent a single VMDK.
Enable data services on VVols
Integrate with vSphere, through an established set of APIs (VASA),
to handle offloaded operations on the VVols
Can control the efficient execution of operations
Publish a VASA provider plug-in to customers, that is VVol-ready
Broad Industry Support
And many more…
10. 1010
What Does It Mean to the Storage Administrator?
FC HBA iSCSI HBA
Ethernet
NIC
LAN/SAN
PE
1
No need to configure LUNs
or NFS shares
2
Set up a single IO access called
Protocol Endpoint, PE, to setup
a data path from VMs to VVols
3
Set up a logical entity, called
Storage Container, SC, to group
together multiple VVols, for
easy management.
11. 1111
Properties of a Protocol Endpoint (PE)
Setup by the Storage administrator
PE is part of the physical storage fabric,
so is treated “like a LUN”
Typical SCSI and NFS commands are
supported by a PE
PE establishes a data path between
VMs and VVols
PE will be discovered by ESX during
a rescan
VVols are “bound” and “unbound”
to a PE. ESX/VC initiates the “bind”,
“unbind” operation
Existing multi-path policies and NFS
topology requirements can be applied
to the PE
FC HBA iSCSI HBA
Ethernet
NIC
LAN/SAN
PE
13. 1313
Properties of a Storage Container (SC)
Setup by the Storage administrator
SC is part of the logical storage
fabric and is a logical unit of the
underlying hardware
Must set up at least on SC
per storage system
SCs may span storage systems
within or across datacenters
FC HBA iSCSI HBA
Ethernet
NIC
LAN/SAN
PE
15. 1515
SC Discovery Process
Vendor Provider Plugin
Storage Admin
vSphere
vCenter
• Choose max space for Storage Container
• Create Storage Container
• Discover Storage Container
• Report Storage Container to vCenter
• Creates as many VVols as fits within the
Storage Container
16. 1616
Achieving the “Per VM” Management Requirement
1. Data operations need to be done at a VM/VMDK level rather than on
the entire LUN/datastore
2. Visibility of VM/VMDK must be provided at all levels – at the
application, vSphere and underlying array level
3. Provisioning decisions must be automatically made by matching up
requirements given by the vSphere admin with the compliant storage
Datastore
17. 1717
Enhancing Storage Profiles for VVols
vSphere
Storage Policy Based Management
Vendor Provider Plugin
Exportcapabilitiesto
SPBM
Setup SC, assign capabilities
Sets VM requirements
vSphere
admin
Storage
admin
Matches VM
requirements with
SC capabilities
and suggests
provisioning choices
20. 2020
Here is a
Storage
Container
vSphere
Admin
Storage
Admin
I need more
storage for my
VMs and
performance
should be fast.
Day 1
How Storage Management Will Look with VVols
I can configure,
manage storage
efficiently
I can provision
Storage Container
according to my
needs. Profiles
makes my decision
process easier.
Day 1
21. 2121
Overall Benefits to vSphere and Storage Admin
Today With VVols Today With VVols
LUN based Fewer number
of entities
with Storage
Containers
Use Tag
based policies
Use fine
granular policies
Frequent
configuring
of LUNs
Smaller number
of storage
containers
Frequent
interaction with
Storage admin
to manage
app needs
Self sufficient by
filling up Storage
Containers with
VVols
Datastore / LUN-
based
VM/VMDK at the
array level
Per VM,
datastore
Per VM, Storage
Container
Storage Admin vSphere Admin
Provisioning
Management
Monitoring
22. 2222
So… What Is Vvols?
A solution, that:
Eliminates LUNs
Allows VMDKs to reside natively on the storage system
for offloading per VM/VMDK operations
Augmented with Storage Policy Based management facilitates
easy management
23. 2323
What’s recommended for you
Visit the expo booths.
• Several partners have demos around VVols in their booths.
Get familiar with the plans your storage array vendor
has for VVol.
Engage in a 1:1 meeting with VMware and your Array
vendor.
Participate in Beta when call for nominations are sent
25. 2525
FAQ
ESX will continue to support VAAI APIs
VVols can be setup in your datacenter along with other type
of datastores
VMs can be migrated to and from a VVol datastore
Features, such as DRS, HA, FT would perceive a VVol datastore
as just another datastore
Storage Profile APIs will be made externally available