The document discusses the limitations of legacy storage solutions for cloud service providers hosting performance-sensitive applications. Traditional and advanced storage arrays cannot guarantee quality of service due to "noisy neighbor" issues where applications contend for shared resources. Scale-out storage overcomes noisy neighbors by overprovisioning hardware, but cannot set specific service level agreements for tenants. The document introduces CloudByte ElastiStor as a solution that can guarantee quality of service for each application running on shared storage by resolving noisy neighbor issues through its patented technology.
Storage Multi-Tenancy For Cloud Service ProvidersCloudByte Inc.
Storage has mostly been an individually managed entity under server and networking virtualization layers. Today, there is a growing demand for this to change into storage virtualization platforms that act like and can be managed like a server virtualization layer. This presentation will look at the storage requirements that cloud service providers have today and what they can do to create a secure and flexible multi-tenant storage infrastructure.
ScaleIO is software that creates a server-based storage area network (SAN) using local storage drives. It provides elastic scaling of capacity and performance on demand across server nodes. Data is distributed across nodes for high performance parallelism. Additional servers and storage can be added non-disruptively to scale out the system.
The Future of Storage : EMC Software Defined Solution RSD
EMC provides intelligent software-defined storage solutions that help organizations drastically reduce management overhead through automation across traditional storage silos and pave the way for rapid deployment of fully integrated next generation scale-out storage architectures.
Presentation of Executive Briefing, April 2015
Presentazione Tintri - Clouditalia @ VMUGIT UserCon 2015VMUG IT
Transitioning a Legacy Hosting Business to a Modern Virtualized Cloud Service Providing Business - Raffaello Poltronieri, Cloud Specialist, Clouditalia - Tintri session
CloudByte's ElastiStor storage controller uses a patented TSM architecture that fully isolates each application at all storage stack levels, allowing resources to be intelligently provisioned based on an application's performance needs. This enables shared storage to deliver guaranteed quality of service to thousands of applications. ElastiStor controllers can scale linearly and use standard servers with no proprietary hardware, reducing costs by 80-90% over 3-5 years compared to dedicated storage islands.
How Software-Defined Data Center Technology Is Changing Cloud ComputingNIMBOXX
In his session at 15th Cloud Expo, David Cauthron, CTO and Founder of NIMBOXX, highlighted how a mid-sized manufacturer of global industrial equipment bridged the gap from virtualization to software-defined services, streamlining operations and costs while connecting the infrastructure between its corporate data center and remote partner sites.
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.
SDDC – a term that still dwells in the futuristic sense of things, is perhaps the next major milestone in a cloud-centric world that can entirely change the way data is stored and managed.
Storage Multi-Tenancy For Cloud Service ProvidersCloudByte Inc.
Storage has mostly been an individually managed entity under server and networking virtualization layers. Today, there is a growing demand for this to change into storage virtualization platforms that act like and can be managed like a server virtualization layer. This presentation will look at the storage requirements that cloud service providers have today and what they can do to create a secure and flexible multi-tenant storage infrastructure.
ScaleIO is software that creates a server-based storage area network (SAN) using local storage drives. It provides elastic scaling of capacity and performance on demand across server nodes. Data is distributed across nodes for high performance parallelism. Additional servers and storage can be added non-disruptively to scale out the system.
The Future of Storage : EMC Software Defined Solution RSD
EMC provides intelligent software-defined storage solutions that help organizations drastically reduce management overhead through automation across traditional storage silos and pave the way for rapid deployment of fully integrated next generation scale-out storage architectures.
Presentation of Executive Briefing, April 2015
Presentazione Tintri - Clouditalia @ VMUGIT UserCon 2015VMUG IT
Transitioning a Legacy Hosting Business to a Modern Virtualized Cloud Service Providing Business - Raffaello Poltronieri, Cloud Specialist, Clouditalia - Tintri session
CloudByte's ElastiStor storage controller uses a patented TSM architecture that fully isolates each application at all storage stack levels, allowing resources to be intelligently provisioned based on an application's performance needs. This enables shared storage to deliver guaranteed quality of service to thousands of applications. ElastiStor controllers can scale linearly and use standard servers with no proprietary hardware, reducing costs by 80-90% over 3-5 years compared to dedicated storage islands.
How Software-Defined Data Center Technology Is Changing Cloud ComputingNIMBOXX
In his session at 15th Cloud Expo, David Cauthron, CTO and Founder of NIMBOXX, highlighted how a mid-sized manufacturer of global industrial equipment bridged the gap from virtualization to software-defined services, streamlining operations and costs while connecting the infrastructure between its corporate data center and remote partner sites.
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.
SDDC – a term that still dwells in the futuristic sense of things, is perhaps the next major milestone in a cloud-centric world that can entirely change the way data is stored and managed.
EMC's ViPR software-defined storage aims to virtualize, automate, and centralize storage management. It defines storage pools across various storage arrays and delivers storage as a self-service catalog. The ViPR controller automates provisioning and provides centralized monitoring and reporting. ViPR also integrates with VMware and supports third-party storage arrays and OpenStack through adapters. Its open APIs allow new data services to be built on top of the platform.
StorPool presents at Cloud Field Day - the leading technology event focused on the impact of cloud technologies on enterprise IT. During the event, the high-performance block storage specialist will showcase how its storage technology allows cloud builders to easily outperform cloud titans like AWS, Microsoft Azure and GCP.
Performance is of major importance for modern applications and workloads. No matter if you run a private cloud or deliver public cloud services for customers, you need to ensure the excellent performance for the workloads running on the cloud. Often misunderstood, storage has a direct impact not only on the reliability of cloud services, but also on the performance of the entire cloud.
https://storpool.com/news/storpool-presents-at-cloud-field-day-9
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
The document discusses Cisco UCS Director, a software solution for cloud orchestration and automation. It allows for the reduction of resource deployment time from weeks to minutes, encourages collaboration between IT teams, and provides unified automation and management for optimal resource utilization and efficiency. UCS Director can manage infrastructure from Cisco, HP, Dell, EMC, NetApp, VMware and others, and scales to support large environments with thousands of devices and virtual machines.
This document discusses Dell EMC ScaleIO software-defined block storage. It provides an overview of ScaleIO and its benefits, including massive scalability from 3 to over 1,000 nodes, extreme performance with tens of millions of IOPS, unparalleled flexibility to deploy on any hardware and choice of configurations, supreme elasticity to scale on the fly without downtime, and compelling economics with lower TCO. Case studies show how ScaleIO has helped customers drastically reduce costs, improve performance, and scale their storage infrastructure elastically.
This document provides an overview of designing a private Infrastructure as a Service (IaaS) cloud using VMware technologies. It outlines key requirements like agile infrastructure, service level agreements, data protection, and automation. It then discusses constraints like staffing. The design proposes using VMware vRealize Automation for self-service provisioning, vRealize Operations for monitoring, and clustering ESXi hosts across multiple sites with VMware Metro Storage. It depicts the overall architecture including dedicated management clusters, local and stretched compute clusters, and disaster recovery sites. It also introduces the concepts of "pods" which combine computing, networking and storage into standardized hardware blocks, and using these pods along with a leaf-spine fabric to build
From the Austin 2016 OpenStack Summit. Covers ScaleIO integration with OpenStack and a demo. Video from session can be viewed here: https://www.youtube.com/watch?v=HY0H1-uCmbE
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.
Disaster Recovery Cookbook - Secret recipes for hybrid-cloud success.
Digital era make organizations must depend on system to operate, but sometime organizations facing the downtime and data loss which are expensive threats.
In this webinar you will learn how to selecting the right solution to protect, move, and recover mission-critical application with near 0% data loss in cost-effective model.
DATASHEET▶ Enterprise Cloud Backup & Recovery with Symantec NetBackupSymantec
Symantec NetBackup delivers reliable backup and recovery across applications,
platforms, physical and virtual environments.1 A single console unites the management and reporting of both on-premises and on-cloud information to provide additional operating efficiencies and simplified administration. The NetBackup platform has deep VMware® and Microsoft Hyper-V integration, built-in deduplication to protect the private cloud, seamless integration with industry-leading public cloud storage providers, self-service and multi-tenancy for backup as a service (BaaS).
The NetBackup cloud storage module enables you to backup and restore data from cloud storage providers and is integrated with Symantec's Open Storage (OST) module which provides features that can enhance the operational experience of backup and recovery from the cloud.
TwinStrata CloudArray - Disaster Recovery as a Serviceinside-BigData.com
In this slidecast, Nicos Vekiarides from TwinStrata presents: TwinStrata CloudArray 4.5 with DRaaS.
Today, we use a combination of TwinStrata, cloud storage and an always-on cloud compute environment to drive our disaster recovery strategy,” said Vernon Jackson, senior systems engineer, SEPA Laboratories. “While it works well, it's pretty costly to keep secondary infrastructure up and running in the cloud just so we can run DR tests once a quarter. With this new CloudArray DRaaS offering, we can eliminate eight months worth of cloud compute costs, while still maintaining a quarterly DR test schedule. That's a huge savings.”
You can watch this presentation here: http://inside-bigdata.com/?p=3031
INDUSTRY-LEADING TECHNOLOGY FOR LONG TERM RETENTION OF BACKUPS IN THE CLOUDEMC
CloudBoost is a cloud-enabling solution from EMC
Facilitates secure, automatic, efficient data transfer to private and public clouds for Long-Term Retention (LTR) of backups. Seamlessly extends existing data protection solutions to elastic, resilient, scale-out cloud storage
This document provides an overview of software-defined storage (SDS) concepts and discusses several SDS solutions from major vendors. It defines SDS and explains how adding a control layer allows for visibility, communication, and allocation of storage resources. Benefits highlighted include efficiency, automation, flexibility, scalability, reliability and cost savings. Specific SDS products are then profiled from vendors such as EMC, HP, IBM, NetApp, VMware, Coraid, DataCore, Dell, Hitachi, Pivot3, and RedHat.
EMC VSPEX BLUE is an all-in-one Hyper-Converged Infrastructure Appliance powered by Intel processor technology and VMware EVO:RAIL software.
It simplifies and automates deployment, provides and intuitive management dashboard that embeds the VSPEX BLUE Manager to simplify operations, upgrades and patches.
With a software designed building block approach, capacity and performance scale linearly – eliminating the need for pre-planned infrastructure purchases and reducing your upfront investments.
All wrapped with a single point of global support from EMC for both hardware and software
This document discusses data management strategies in a virtualized environment. It covers topics such as storage design impacts on reliability, availability and scalability. It also discusses VMware backup challenges and solutions like VMware Consolidated Backup (VCB), vStorage APIs for Data Protection (VADP), and vStorage APIs for Array Integration (VAAI). Specific solutions mentioned include data deduplication, thin provisioning, replication and snapshots.
This white paper provides a detailed overview of the EMC ViPR Services architecture, a geo-scale cloud storage platform that delivers cloud-scale storage services, global access, and operational efficiency at scale.
Multi-tenant shared container PaaS will deliver a significant advantage when compared with single tenant, dedicated container PaaS.
In single tenant, dedicated container PaaS, significantly more expense is required to run a PaaS environment compared with a multi-tenant, shared application container PaaS.
The proposed PaaS cost evaluation tool compares multi-tenant, shared application container PaaS with single tenant, dedicated container PaaS (i.e. traditional application server deployment in Cloud) across multiple tenant counts and application platform service combinations.
The worksheet incorporates application platform license (or subscription) cost, PaaS Management service cost, infrastructure expense, and IT management overhead.
Across all scenarios, the worksheet calculates cost when application platforms are deployed on Infrastructure as a Service (IaaS).
Dynamic Data Centers - Taking it to the next levelsanvmibj
Delivering on the Promise of a Virtualized Dynamic Data Center
-Maximize economic value with end-to-end virtualization
- Break down your silos (silos of virtualization are still silos)
- Explore the potential of cloud services
Enterprise manager 13c -let's connect to the Oracle CloudTrivadis
Martin Berger gives a presentation on connecting Oracle Enterprise Manager 13c to the Oracle Cloud. The presentation covers the Oracle Cloud stack, configuring a database as a service and backup, installing a Hybrid Cloud Agent, and using Enterprise Manager to manage targets in the cloud. Trivadis offers consulting services to optimize infrastructure using Oracle Cloud services for disaster recovery and high availability.
EMC's ViPR software-defined storage aims to virtualize, automate, and centralize storage management. It defines storage pools across various storage arrays and delivers storage as a self-service catalog. The ViPR controller automates provisioning and provides centralized monitoring and reporting. ViPR also integrates with VMware and supports third-party storage arrays and OpenStack through adapters. Its open APIs allow new data services to be built on top of the platform.
StorPool presents at Cloud Field Day - the leading technology event focused on the impact of cloud technologies on enterprise IT. During the event, the high-performance block storage specialist will showcase how its storage technology allows cloud builders to easily outperform cloud titans like AWS, Microsoft Azure and GCP.
Performance is of major importance for modern applications and workloads. No matter if you run a private cloud or deliver public cloud services for customers, you need to ensure the excellent performance for the workloads running on the cloud. Often misunderstood, storage has a direct impact not only on the reliability of cloud services, but also on the performance of the entire cloud.
https://storpool.com/news/storpool-presents-at-cloud-field-day-9
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
The document discusses Cisco UCS Director, a software solution for cloud orchestration and automation. It allows for the reduction of resource deployment time from weeks to minutes, encourages collaboration between IT teams, and provides unified automation and management for optimal resource utilization and efficiency. UCS Director can manage infrastructure from Cisco, HP, Dell, EMC, NetApp, VMware and others, and scales to support large environments with thousands of devices and virtual machines.
This document discusses Dell EMC ScaleIO software-defined block storage. It provides an overview of ScaleIO and its benefits, including massive scalability from 3 to over 1,000 nodes, extreme performance with tens of millions of IOPS, unparalleled flexibility to deploy on any hardware and choice of configurations, supreme elasticity to scale on the fly without downtime, and compelling economics with lower TCO. Case studies show how ScaleIO has helped customers drastically reduce costs, improve performance, and scale their storage infrastructure elastically.
This document provides an overview of designing a private Infrastructure as a Service (IaaS) cloud using VMware technologies. It outlines key requirements like agile infrastructure, service level agreements, data protection, and automation. It then discusses constraints like staffing. The design proposes using VMware vRealize Automation for self-service provisioning, vRealize Operations for monitoring, and clustering ESXi hosts across multiple sites with VMware Metro Storage. It depicts the overall architecture including dedicated management clusters, local and stretched compute clusters, and disaster recovery sites. It also introduces the concepts of "pods" which combine computing, networking and storage into standardized hardware blocks, and using these pods along with a leaf-spine fabric to build
From the Austin 2016 OpenStack Summit. Covers ScaleIO integration with OpenStack and a demo. Video from session can be viewed here: https://www.youtube.com/watch?v=HY0H1-uCmbE
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.
Disaster Recovery Cookbook - Secret recipes for hybrid-cloud success.
Digital era make organizations must depend on system to operate, but sometime organizations facing the downtime and data loss which are expensive threats.
In this webinar you will learn how to selecting the right solution to protect, move, and recover mission-critical application with near 0% data loss in cost-effective model.
DATASHEET▶ Enterprise Cloud Backup & Recovery with Symantec NetBackupSymantec
Symantec NetBackup delivers reliable backup and recovery across applications,
platforms, physical and virtual environments.1 A single console unites the management and reporting of both on-premises and on-cloud information to provide additional operating efficiencies and simplified administration. The NetBackup platform has deep VMware® and Microsoft Hyper-V integration, built-in deduplication to protect the private cloud, seamless integration with industry-leading public cloud storage providers, self-service and multi-tenancy for backup as a service (BaaS).
The NetBackup cloud storage module enables you to backup and restore data from cloud storage providers and is integrated with Symantec's Open Storage (OST) module which provides features that can enhance the operational experience of backup and recovery from the cloud.
TwinStrata CloudArray - Disaster Recovery as a Serviceinside-BigData.com
In this slidecast, Nicos Vekiarides from TwinStrata presents: TwinStrata CloudArray 4.5 with DRaaS.
Today, we use a combination of TwinStrata, cloud storage and an always-on cloud compute environment to drive our disaster recovery strategy,” said Vernon Jackson, senior systems engineer, SEPA Laboratories. “While it works well, it's pretty costly to keep secondary infrastructure up and running in the cloud just so we can run DR tests once a quarter. With this new CloudArray DRaaS offering, we can eliminate eight months worth of cloud compute costs, while still maintaining a quarterly DR test schedule. That's a huge savings.”
You can watch this presentation here: http://inside-bigdata.com/?p=3031
INDUSTRY-LEADING TECHNOLOGY FOR LONG TERM RETENTION OF BACKUPS IN THE CLOUDEMC
CloudBoost is a cloud-enabling solution from EMC
Facilitates secure, automatic, efficient data transfer to private and public clouds for Long-Term Retention (LTR) of backups. Seamlessly extends existing data protection solutions to elastic, resilient, scale-out cloud storage
This document provides an overview of software-defined storage (SDS) concepts and discusses several SDS solutions from major vendors. It defines SDS and explains how adding a control layer allows for visibility, communication, and allocation of storage resources. Benefits highlighted include efficiency, automation, flexibility, scalability, reliability and cost savings. Specific SDS products are then profiled from vendors such as EMC, HP, IBM, NetApp, VMware, Coraid, DataCore, Dell, Hitachi, Pivot3, and RedHat.
EMC VSPEX BLUE is an all-in-one Hyper-Converged Infrastructure Appliance powered by Intel processor technology and VMware EVO:RAIL software.
It simplifies and automates deployment, provides and intuitive management dashboard that embeds the VSPEX BLUE Manager to simplify operations, upgrades and patches.
With a software designed building block approach, capacity and performance scale linearly – eliminating the need for pre-planned infrastructure purchases and reducing your upfront investments.
All wrapped with a single point of global support from EMC for both hardware and software
This document discusses data management strategies in a virtualized environment. It covers topics such as storage design impacts on reliability, availability and scalability. It also discusses VMware backup challenges and solutions like VMware Consolidated Backup (VCB), vStorage APIs for Data Protection (VADP), and vStorage APIs for Array Integration (VAAI). Specific solutions mentioned include data deduplication, thin provisioning, replication and snapshots.
This white paper provides a detailed overview of the EMC ViPR Services architecture, a geo-scale cloud storage platform that delivers cloud-scale storage services, global access, and operational efficiency at scale.
Multi-tenant shared container PaaS will deliver a significant advantage when compared with single tenant, dedicated container PaaS.
In single tenant, dedicated container PaaS, significantly more expense is required to run a PaaS environment compared with a multi-tenant, shared application container PaaS.
The proposed PaaS cost evaluation tool compares multi-tenant, shared application container PaaS with single tenant, dedicated container PaaS (i.e. traditional application server deployment in Cloud) across multiple tenant counts and application platform service combinations.
The worksheet incorporates application platform license (or subscription) cost, PaaS Management service cost, infrastructure expense, and IT management overhead.
Across all scenarios, the worksheet calculates cost when application platforms are deployed on Infrastructure as a Service (IaaS).
Dynamic Data Centers - Taking it to the next levelsanvmibj
Delivering on the Promise of a Virtualized Dynamic Data Center
-Maximize economic value with end-to-end virtualization
- Break down your silos (silos of virtualization are still silos)
- Explore the potential of cloud services
Enterprise manager 13c -let's connect to the Oracle CloudTrivadis
Martin Berger gives a presentation on connecting Oracle Enterprise Manager 13c to the Oracle Cloud. The presentation covers the Oracle Cloud stack, configuring a database as a service and backup, installing a Hybrid Cloud Agent, and using Enterprise Manager to manage targets in the cloud. Trivadis offers consulting services to optimize infrastructure using Oracle Cloud services for disaster recovery and high availability.
- Oracle VM is Oracle's virtualization software that allows multiple guest operating systems to run concurrently on a single physical host.
- Oracle VM is fully supported and certified for running Oracle products in virtualized environments, unlike other virtualization solutions.
- Running Oracle databases and applications on Oracle VM provides benefits like server consolidation, rapid provisioning using VM templates, high availability with features like live migration and auto-restart.
The document discusses Oracle's Infrastructure as a Service (IaaS) offerings. It provides an overview of Oracle's compute, storage, and networking services including Elastic Compute, Dedicated Compute, Engineered Systems IaaS, and Bare Metal Compute. It describes how these services allow customers to migrate existing workloads to the cloud while maintaining control and using their existing tools and automation. The document also notes challenges that public cloud IaaS offerings have in addressing the needs of large enterprises due to differences from corporate data centers in software stacks, tooling, and network configuration options.
This document discusses leveraging Oracle Integration Cloud Service for integrating Oracle E-Business Suite. It provides an overview of Integration Cloud Service and the E-Business Suite adapter. It demonstrates how the E-Business Suite adapter can be used as an invoke (target) and trigger (source). Example integration scenarios for service requests and order to invoice are also presented. The document concludes with a roadmap for future enhancements to the E-Business Suite adapter and references for additional resources.
Oracle Enterprise Manager Cloud Control 13c for DBAsGokhan Atil
This document provides an overview of Oracle Enterprise Manager Cloud Control 13c for database administrators. It begins with introductions to the presenter and an agenda. It then discusses what Enterprise Manager is, its architecture involving agents, management server, and repository. Some key benefits for DBAs are standardized automation of tasks using a single tool. The document outlines several top features for DBAs, including monitoring, metrics/alerts, incident management, corrective actions, provisioning, patching, ASH analytics, and AWR warehouse. It provides guidance on installing EM13c and post-install tasks. Finally, it covers maintaining EM through tasks like backups, agent management, and keeping everything updated.
Tim Krupinski, a Solution Architect at SageLogix, Inc., offers his experience in using tools like Puppet to facilitate a hybrid cloud approach with Oracle Infrastructure as a Service
Why is Virtualization Creating Storage Sprawl? By Storage SwitzerlandINFINIDAT
Desktop and server virtualization have brought many benefits to the data center. These two initiatives have allowed IT to respond quickly to the needs of the organization while driving down IT costs, physical footprint requirements and energy demands. But there is one area of the data center that has actually increased in cost since virtualization started to make its way into production… storage. Because of virtualization, more data centers need "ash to meet the random I/O nature of the virtualized environment, which of course is more expensive, on a dollar per GB basis, than hard disk drives. The single biggest problem however is the signi!cant increase in the number of discrete storage systems that service the environment. This “storage sprawl” threatens the return on investment (ROI) of virtualization projects and makes storage more complex to manage.
Learn more at www.infinidat.com.
EOUG95 - Client Server Very Large Databases - PaperDavid Walker
The document discusses building large scaleable client/server solutions. It describes breaking the solution into four server components: database server, application server, batch server, and print server. It focuses on the database server, discussing how to make it resilient through clustering and scaleable by partitioning applications and using parallel query options. It also covers backup and recovery strategies.
Virtualized environments have become standard for organizations seeking benefits like reduced costs and flexibility. However, infrastructure elements often remain separated. Hyper-converged infrastructure (HCI) integrates compute, storage, and networking through software to provide these benefits. This document examines the pros and cons of HCI for small and medium-sized businesses, discussing how HCI simplifies management but may also create challenges around security, staffing needs, and scalability.
While apps may display several symptoms indicative of slow or erratic response after being virtualized, the problem boils down to contention for shared storage resources; contention
that did not occur when the apps had the storage all to themselves.
These so called “bottlenecks” occur in spurts as application requests collide randomly, resulting in spikes of sluggish, unpredictable latency. The more frequent, the greater the
users’ dissatisfaction. You may recall that one of the primary reasons these business critical apps were originally
sequestered on separate physical machines was to avoid such collisions
This document provides an overview of NoSQL databases and key-value stores. It discusses why NoSQL databases were created, examples of different NoSQL categories like key-value stores and document stores. It then focuses on key-value stores like Memcached and MemcacheDB. Memcached is an in-memory key-value store while MemcacheDB provides persistence. Both use the BerkeleyDB for storage with MemcacheDB.
The document discusses how the DataCore SANsymphony-V storage hypervisor can help virtualize business-critical applications without performance issues by managing resources across storage systems. It provides adaptive caching, auto-tiering of storage pools from different disk assets, and synchronous mirroring between fault domains. This allows applications to perform predictably even when virtualized, improves throughput by up to 5 times, and provides 99.999% availability. The storage hypervisor is a better solution than expensive hardware modifications to deal with virtualization issues, and provides benefits like preventing downtime and simplifying management of distributed infrastructure.
This document discusses using IBM TotalStorage Productivity Center for Disk to monitor performance of an IBM SAN Volume Controller (SVC). It describes a test environment consisting of SVC nodes, Windows and Linux hosts, Brocade switches, a DS4300 storage array, and IBM TotalStorage Productivity Center. The document outlines a scenario where workloads are run on the hosts to stress the backend storage, and IBM TotalStorage Productivity Center for Disk is used to measure performance and identify bottlenecks. When a bottleneck is detected, virtual disks are migrated to resolve the issue.
This document discusses the challenges of building an optimal data management platform that can leverage on-demand hardware resources. It summarizes the CAP theorem, which states that a distributed system cannot simultaneously provide consistency, availability, and partition tolerance. The document introduces Pivotal's solution, called the Enterprise Data Fabric (EDF), which is designed to mine the gap between strong consistency and availability. The EDF uses service entities, membership roles, and configurable consistency levels to optimize for consistency and availability based on data and workflow requirements. It exploits parallelism and caches data to improve performance across distributed and global deployments.
2020 Cloud Data Lake Platforms Buyers Guide - White paper | QuboleVasu S
Qubole's buyer guide about how cloud data lake platform helps organizations to achieve efficiency & agility by adopting an open data lake platform and why data lakes are moving to the cloud
https://www.qubole.com/resources/white-papers/2020-cloud-data-lake-platforms-buyers-guide
The document discusses a proposed "Cache as a Service" (CaaS) model for cloud computing. It aims to improve I/O performance and cost efficiency for applications with heavy I/O activities by providing remote memory caching as an optional cloud service. The key points are:
1) Current cloud services have limited caching capabilities that hinder performance for I/O intensive applications.
2) The CaaS model proposes dynamically allocating a large pool of remote memory for caching disk data, providing performance gains with minimal extra costs for users.
3) Experiments show the CaaS model improves server consolidation for providers through better performance, increasing profits while keeping user costs similar to no caching.
on the most suitable storage architecture for virtualizationJordi Moles Blanco
This is a paper I wrote on the most suitable storage architecture for virtualization that solved some of the problems we had with shared storage at CDmon. The paper talks about pros and cons of both ISCSI and NFS and tries to get the most stable and best performing storage solution with the tools we had available at that moment.
Strange but true: most infrastructure architectures are deliberately designed from the outset to need little or no change over their lifetimes. There are two main reasons for this:
1. Change often means outages and customer impact and must be avoided
2. Budgets are set at the beginning of a project and getting more cash later is tough
Typically, then, applications are configured with all of the storage capacity they need to support the wildest dreams of their business sponsors (and then some extra is added for contingency by IT). Equally, storage is always configured with the performance level (storage tier) set to cope with the wildest transactional dreams of the business sponsor (and guess what? IT generally adds a bit more for good measure.).
No wonder storage is now one of the largest cost components involved in delivering and running a business application.
This is a paper was written by David Reine, an IT analyst for The Clipper Group, and highlights IBM’s SAN Volume Controller new features, capabilities and benefits. These new capabilities were announced on October 20, 2009Virtualization is at the center of all 21st Century IT systems, yet many CIOs fail to fully understand all of the benefits it can deliver to the data center operation. When we think of virtualization, we think compute, network, and storage—and we mostly think about driving up utilization on each. Storage controllers have always offered the ability to carve out pieces of real storage from a large pool and deliver them efficiently to a number of hosts, but it is storage virtualization itself that offers improvements that drive operational efficiency. IBM has been quietly addressing storage virtualization with SAN Volume Controller (SVC) for the last six years, building up a significant technical lead in this space.
SAN vs NAS vs DAS: Decoding Data Storage SolutionsMaryJWilliams2
Discover the advantages and differences of SAN, NAS, and DAS storage solutions. With our detailed comparison and insights, you'll be able to determine which data storage system suits your needs best.
For more information visit: https://stonefly.com/blog/san-vs-nas-vs-das-a-closer-look/
The document discusses storage area networks (SANs) and fiber channel technology. It provides background on SANs and how they function as a separate high-speed network connecting storage resources like RAID systems directly to servers. It then covers SAN topologies using fiber channel, including point-to-point, arbitrated loop, and fabric switch configurations. Finally, it discusses planning, managing and the management perspective of SANs in the data center.
Enterprise data-centers are straining to keep pace with dynamic business demands, as well as to incorporate advanced technologies and architectures that aim to improve infrastructure performance
Sofware architure of a SAN storage Control SystemGrupo VirreySoft
The document describes the software architecture of a storage control system that uses a cluster of Linux servers to provide storage virtualization and management in a heterogeneous storage area network (SAN) environment. The storage control system, also called the "virtualization engine", aggregates storage resources into a common pool and allocates storage to hosts. It enables advanced functions like fast-write caching, point-in-time copying, remote copying, and transparent data migration. The system is built using commodity hardware and open source software to reduce costs compared to traditional proprietary storage controllers.
50 Shades of Grey in Software-Defined StorageStorMagic
Software-Defined Storage (SDS) has become a meme in industry and trade press discussions of storage technology lately, though the term itself lacks rigorous technical definition. Essentially, SDS is touted as a model for building storage that will work better with virtualized workloads running under server hypervisor technology than do "legacy" NAS and SAN infrastructure. Regardless of the veracity of these claims, the business-savvy IT planner should base his or her choice of storage infrastructure not on trendy memes, but on traditional selection criteria: cost, availability, and simplicity.
Read Jon Toigo's analysis of SDS, and then see for yourself what a cost effective, high availability and simple solution can do for you. Get your free trial of StorMagic SvSAN today: http://stormagic.com/trial/
Cloud computing provides on-demand access to computing resources like servers, storage, databases, networking, software, analytics and more over the internet. It offers advantages like flexibility, scalability, fault tolerance and low upfront costs. There are different cloud deployment models like public cloud, private cloud and hybrid cloud. Popular cloud computing services include Infrastructure as a Service (IaaS), Platform as a Service (PaaS) and Software as a Service (SaaS). Cloud-native applications are designed to take advantage of the cloud environment and scale horizontally.
New Features in PSP2 for SANsymphony™-V10 Software-defined Storage Platform and DataCore™ Virtual SAN. New enhancements include OpenStack support, deduplication and compression, veeam backup integration and random write accelerator.
Connector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectorsDianaGray10
Join us to learn how UiPath Apps can directly and easily interact with prebuilt connectors via Integration Service--including Salesforce, ServiceNow, Open GenAI, and more.
The best part is you can achieve this without building a custom workflow! Say goodbye to the hassle of using separate automations to call APIs. By seamlessly integrating within App Studio, you can now easily streamline your workflow, while gaining direct access to our Connector Catalog of popular applications.
We’ll discuss and demo the benefits of UiPath Apps and connectors including:
Creating a compelling user experience for any software, without the limitations of APIs.
Accelerating the app creation process, saving time and effort
Enjoying high-performance CRUD (create, read, update, delete) operations, for
seamless data management.
Speakers:
Russell Alfeche, Technology Leader, RPA at qBotic and UiPath MVP
Charlie Greenberg, host
LF Energy Webinar: Carbon Data Specifications: Mechanisms to Improve Data Acc...DanBrown980551
This LF Energy webinar took place June 20, 2024. It featured:
-Alex Thornton, LF Energy
-Hallie Cramer, Google
-Daniel Roesler, UtilityAPI
-Henry Richardson, WattTime
In response to the urgency and scale required to effectively address climate change, open source solutions offer significant potential for driving innovation and progress. Currently, there is a growing demand for standardization and interoperability in energy data and modeling. Open source standards and specifications within the energy sector can also alleviate challenges associated with data fragmentation, transparency, and accessibility. At the same time, it is crucial to consider privacy and security concerns throughout the development of open source platforms.
This webinar will delve into the motivations behind establishing LF Energy’s Carbon Data Specification Consortium. It will provide an overview of the draft specifications and the ongoing progress made by the respective working groups.
Three primary specifications will be discussed:
-Discovery and client registration, emphasizing transparent processes and secure and private access
-Customer data, centering around customer tariffs, bills, energy usage, and full consumption disclosure
-Power systems data, focusing on grid data, inclusive of transmission and distribution networks, generation, intergrid power flows, and market settlement data
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.
"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.
Dandelion Hashtable: beyond billion requests per second on a commodity serverAntonios Katsarakis
This slide deck presents DLHT, a concurrent in-memory hashtable. Despite efforts to optimize hashtables, that go as far as sacrificing core functionality, state-of-the-art designs still incur multiple memory accesses per request and block request processing in three cases. First, most hashtables block while waiting for data to be retrieved from memory. Second, open-addressing designs, which represent the current state-of-the-art, either cannot free index slots on deletes or must block all requests to do so. Third, index resizes block every request until all objects are copied to the new index. Defying folklore wisdom, DLHT forgoes open-addressing and adopts a fully-featured and memory-aware closed-addressing design based on bounded cache-line-chaining. This design offers lock-free index operations and deletes that free slots instantly, (2) completes most requests with a single memory access, (3) utilizes software prefetching to hide memory latencies, and (4) employs a novel non-blocking and parallel resizing. In a commodity server and a memory-resident workload, DLHT surpasses 1.6B requests per second and provides 3.5x (12x) the throughput of the state-of-the-art closed-addressing (open-addressing) resizable hashtable on Gets (Deletes).
AI in the Workplace Reskilling, Upskilling, and Future Work.pptxSunil Jagani
Discover how AI is transforming the workplace and learn strategies for reskilling and upskilling employees to stay ahead. This comprehensive guide covers the impact of AI on jobs, essential skills for the future, and successful case studies from industry leaders. Embrace AI-driven changes, foster continuous learning, and build a future-ready workforce.
Read More - https://bit.ly/3VKly70
From Natural Language to Structured Solr Queries using LLMsSease
This talk draws on experimentation to enable AI applications with Solr. One important use case is to use AI for better accessibility and discoverability of the data: while User eXperience techniques, lexical search improvements, and data harmonization can take organizations to a good level of accessibility, a structural (or “cognitive” gap) remains between the data user needs and the data producer constraints.
That is where AI – and most importantly, Natural Language Processing and Large Language Model techniques – could make a difference. This natural language, conversational engine could facilitate access and usage of the data leveraging the semantics of any data source.
The objective of the presentation is to propose a technical approach and a way forward to achieve this goal.
The key concept is to enable users to express their search queries in natural language, which the LLM then enriches, interprets, and translates into structured queries based on the Solr index’s metadata.
This approach leverages the LLM’s ability to understand the nuances of natural language and the structure of documents within Apache Solr.
The LLM acts as an intermediary agent, offering a transparent experience to users automatically and potentially uncovering relevant documents that conventional search methods might overlook. The presentation will include the results of this experimental work, lessons learned, best practices, and the scope of future work that should improve the approach and make it production-ready.
MySQL InnoDB Storage Engine: Deep Dive - MydbopsMydbops
This presentation, titled "MySQL - InnoDB" and delivered by Mayank Prasad at the Mydbops Open Source Database Meetup 16 on June 8th, 2024, covers dynamic configuration of REDO logs and instant ADD/DROP columns in InnoDB.
This presentation dives deep into the world of InnoDB, exploring two ground-breaking features introduced in MySQL 8.0:
• Dynamic Configuration of REDO Logs: Enhance your database's performance and flexibility with on-the-fly adjustments to REDO log capacity. Unleash the power of the snake metaphor to visualize how InnoDB manages REDO log files.
• Instant ADD/DROP Columns: Say goodbye to costly table rebuilds! This presentation unveils how InnoDB now enables seamless addition and removal of columns without compromising data integrity or incurring downtime.
Key Learnings:
• Grasp the concept of REDO logs and their significance in InnoDB's transaction management.
• Discover the advantages of dynamic REDO log configuration and how to leverage it for optimal performance.
• Understand the inner workings of instant ADD/DROP columns and their impact on database operations.
• Gain valuable insights into the row versioning mechanism that empowers instant column modifications.
"$10 thousand per minute of downtime: architecture, queues, streaming and fin...Fwdays
Direct losses from downtime in 1 minute = $5-$10 thousand dollars. Reputation is priceless.
As part of the talk, we will consider the architectural strategies necessary for the development of highly loaded fintech solutions. We will focus on using queues and streaming to efficiently work and manage large amounts of data in real-time and to minimize latency.
We will focus special attention on the architectural patterns used in the design of the fintech system, microservices and event-driven architecture, which ensure scalability, fault tolerance, and consistency of the entire system.
Introducing BoxLang : A new JVM language for productivity and modularity!Ortus Solutions, Corp
Just like life, our code must adapt to the ever changing world we live in. From one day coding for the web, to the next for our tablets or APIs or for running serverless applications. Multi-runtime development is the future of coding, the future is to be dynamic. Let us introduce you to BoxLang.
Dynamic. Modular. Productive.
BoxLang redefines development with its dynamic nature, empowering developers to craft expressive and functional code effortlessly. Its modular architecture prioritizes flexibility, allowing for seamless integration into existing ecosystems.
Interoperability at its Core
With 100% interoperability with Java, BoxLang seamlessly bridges the gap between traditional and modern development paradigms, unlocking new possibilities for innovation and collaboration.
Multi-Runtime
From the tiny 2m operating system binary to running on our pure Java web server, CommandBox, Jakarta EE, AWS Lambda, Microsoft Functions, Web Assembly, Android and more. BoxLang has been designed to enhance and adapt according to it's runnable runtime.
The Fusion of Modernity and Tradition
Experience the fusion of modern features inspired by CFML, Node, Ruby, Kotlin, Java, and Clojure, combined with the familiarity of Java bytecode compilation, making BoxLang a language of choice for forward-thinking developers.
Empowering Transition with Transpiler Support
Transitioning from CFML to BoxLang is seamless with our JIT transpiler, facilitating smooth migration and preserving existing code investments.
Unlocking Creativity with IDE Tools
Unleash your creativity with powerful IDE tools tailored for BoxLang, providing an intuitive development experience and streamlining your workflow. Join us as we embark on a journey to redefine JVM development. Welcome to the era of BoxLang.
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...Jason Yip
The typical problem in product engineering is not bad strategy, so much as “no strategy”. This leads to confusion, lack of motivation, and incoherent action. The next time you look for a strategy and find an empty space, instead of waiting for it to be filled, I will show you how to fill it in yourself. If you’re wrong, it forces a correction. If you’re right, it helps create focus. I’ll share how I’ve approached this in the past, both what works and lessons for what didn’t work so well.
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/
In our second session, we shall learn all about the main features and fundamentals of UiPath Studio that enable us to use the building blocks for any automation project.
📕 Detailed agenda:
Variables and Datatypes
Workflow Layouts
Arguments
Control Flows and Loops
Conditional Statements
💻 Extra training through UiPath Academy:
Variables, Constants, and Arguments in Studio
Control Flow in Studio
How information systems are built or acquired puts information, which is what they should be about, in a secondary place. Our language adapted accordingly, and we no longer talk about information systems but applications. Applications evolved in a way to break data into diverse fragments, tightly coupled with applications and expensive to integrate. The result is technical debt, which is re-paid by taking even bigger "loans", resulting in an ever-increasing technical debt. Software engineering and procurement practices work in sync with market forces to maintain this trend. This talk demonstrates how natural this situation is. The question is: can something be done to reverse the trend?
1. White Paper
For Service Providers
Host Performance-Sensitive Applications in Your Cloud
CloudByte ElastiStor Resolves Noisy Neighbor Issues
and Delivers Guaranteed QoS to Every Application
2. Table of Contents
Executive Summary ………………………………………………………………………………….… 3
Limitations of Legacy Solutions …………….…………………………………………………… 4
ElastiStor Cures Noisy Neighbor Issues ..………………………………………………….… 6
ElastiStor: Key Features …………….……………………..…………………………………………. 7
ElastiStor: Standard Storage Features ………..…………………………………………….… 8
2
3. Executive Summary
Business Opportunity for Service Providers
For organizations today, running applications in the cloud has become a matter of “when will we
deploy,” and not “should we deploy.” Even conservative IT shops that may have shied away from
the public cloud have at least embraced the cost and efficiency advantages of deploying utility
computing.
Large “retail-class” infrastructure as a service (IaaS) providers, like Amazon Web Services, work well
for applications that require scaling to high aggregate processing throughput or near-infinite
storage capacity. But, there are significant challenges in hosting performance-sensitive
applications. A significant business opportunity exists for Cloud Service Providers (CSPs) that can
support QoS-sensitive workloads, like Oracle, SAP, SAS, OLTP, ERP, etc.
Challenges in Hosting Performance-Sensitive Applications
Hosting performance-sensitive enterprise applications requires delivery of guaranteed QoS, which
has been the Achilles heel of large cloud service providers. In fact, without much effort, one can
find many horror stories from many organizations trying to get databases running—and keep them
running—in these environments.
So, what stops legacy solutions from delivering guaranteed QoS? Noisy neighbors! Within a shared
storage platform, legacy solutions cannot isolate and dedicate a specific set of resources to any
application. As a result, applications are in a constant struggle for the shared storage resources. An
application’s IOPS, throughput, and latency are determined by the current state of the system (i.e.,
currently available resources), rather than being in sync with its workload characteristics. An
obvious solution is to dedicate physical storage per application. But this implies a huge wastage of
resources and an exorbitant cost structure for the CSP. The only efficient solution is to virtually
isolate applications and dedicate/control resources allotted to them right from the shared storage
platform i.e., provide a true multi-tenant solution.
Legacy storage solutions—traditional SAN/NAS arrays, advanced SAN/NAS arrays, and scale-out
storage platform–fall woefully short of providing a true multi-tenant storage architecture, that is
capable of guaranteeing QoS. With traditional storage arrays, admins typically resort to faster
spindles and more capable controllers. This is both inefficient and difficult to implement as
datacenters scale. Advanced storage arrays provide compartmentalization of tenants (to an extent)
and CoS (control of service). CoS does not guarantee QoS and just gives the admin a way to decide
which workload loses the least during periods when the system gets busy. Scale-out storage
solutions eliminate multiple points of management by building, in effect, a storage cloud to which
controllers and disk can be added and decommissioned with absolutely no impact to tenant
workloads. They are designed around the principle of throwing hardware at the QoS problem,
albeit making the process easier. To conclude, every legacy storage solution resorts to
overprovisioning to workaround the noisy neighbor problem, resulting in a prohibitively expensive
cost structure for CSPs, especially as they scale to hundreds of applications.
CloudByte ElastiStor Guarantees QoS right from Shared Storage
ElastiStor, with its patented TSMTM architecture, is specifically designed for hosting multiple
disparate workloads on a single system. For the first time ever, ElastiStor delivers guaranteed QoS
to every application within shared storage, resolving the noisy neighbor issues. In addition to
industry-first multi-tenant capabilities, ElastiStor provides all the standard storage features that
CSPs need. Software-only and software-defined, CloudByte also frees CSPs from any proprietary
lock-in, eliminating large upfront and ongoing investments.
3
4. Limitations of Legacy Solutions
Cloud Service Providers have several options when deploying a shared storage solution. They are:
traditional SAN/NAS arrays, advanced SAN/NAS arrays, and scale-out storage platforms. As we will
see in detail, all these solutions fall short of delivering guaranteed QoS within shared storage.
Traditional Storage Arrays are Designed for Capacity Control
With a traditional SAN/NAS array, CSPs have a single parameter that can be controlled for each
tenant: storage capacity. Disk consumption is clearly important, but in a multi-tenant environment,
the most troublesome issue is performance due to multiple workloads competing for scarce
resources. Unfortunately, standard storage platforms do nothing to help the CSP ensure that each
tenant receives its appropriate share. So, administrators need to design storage systems to ensure
that each workloads will have its required resources when they are needed. Additionally, it is vitally
important to allocate some reserve performance capacity to account for bursts of activity and other
such periods where system resources may become constrained.
When a traditional storage array runs low on resources, administrators can scale it up by upgrading
to larger and/or faster controllers with more, and faster, spindles. But, once a system reaches its
configurable limits, the only option is to deploy additional storage systems. This, of course, creates
more points of management and goes completely opposite of the CSP’s design goal of creating an
efficient, shared infrastructure. Both of these effects increase the CSP’s costs and create potential
customer satisfaction issues: a perfect storm for driving down revenues.
Advanced Storage Arrays Enable CoS (Control of Service); Do Not Deliver QoS
Some storage vendors have realized the limitations of traditional SAN/NAS arrays and have
innovated by providing limited compartmentalization and control of service (CoS) features in their
offerings. In some respects, this is a significant advantage over the capabilities offered by
traditional arrays because it provides better isolation and security. However, it does nothing to help
resolve the noisy neighbor problem. The compartmentalization feature merely makes the process
of moving noisy neighbors off of a busy storage system easier. Administrators are still forced to
overprovision hardware and monitor for contention so that they can jump into action to migrate
troublesome workloads before all tenants hosted on a particular system begin to suffer.
To alleviate some of the problems associated with these troublesome workloads, some vendors
offer Control of Service (CoS) features. Although it sounds similar, CoS is not QoS. Rather than
setting detailed SLA parameters for each tenant, CoS allows an administrator to select from a
limited set of priorities that can be assigned to each tenant. When the platform becomes resource
constrained, it will utilize the priorities to apportion the scarce processing resources in a so-called
fair manner. In short, overall system performance will suffer in this situation and CoS just gives the
admin a way to decide which workload loses the least during periods when the system gets busy.
Legacy Noisy Neighbors: Applications
Storage Solutions Contending for Resources
No QoS Control
4
5. Limitations of Legacy Solutions
Scale-Out Storage Overcomes Noisy Neighbors by Overprovisioning
Scale-out storage is one of the hottest topics in the computer industry today. These solutions allow
CSPs to eliminate multiple points of management by building, in effect, a storage cloud to which
controllers and disk can be added and decommissioned with absolutely no impact to tenant
workloads. However, they are designed around the principle of throwing hardware at the problem.
Scale-out storage platforms aggregate hardware resources into a shared pool under a single
management umbrella and then distribute tenant workloads across that pool. Unlike the traditional
or advanced SAN/NAS solutions previously discussed, these platforms significantly reduce the need
for administrators to keep a close watch over system performance or capacity. Since the aggregate
pool is so large, it is highly unlikely for a single workload, or even a handful of workloads, to
completely overwhelm the system. And, when tenant workloads do start to consume too many
resources, they simply grow the pool.
So, what’s the problem? Like their less-capable cousins, traditional and advanced storage arrays,
scale-out storage platforms lack the ability to set specific SLAs for tenant workloads. Therefore,
administrators are still forced to over-provision to keep aggregate performance ahead of the
demands of tenant workloads. Worse yet, end users will see inconsistent performance as each
tenant’s experience is dictated by the current state of the system. This is a zero-sum game for the
CSP because the inability to contain tenants means continually growing the shared storage pool to
meet customer expectations.
5
6. ElastiStor Cures Noisy Neighbor Issues
CloudByte TSM Architecture Cures the Noisy Neighbor Issues
The fundamental difference between legacy storage solutions and CloudByte ElastiStor lies in the
storage controller architecture. ElastiStor, with its TSMTM architecture, is specifically designed for
hosting multiple disparate workloads on a single system.
Legacy solutions have a monolithic storage controller architecture, where applications share a
common pool of resources with no reference to QoS requirements. In a CloudByte controller, each
application is fully isolated at all storage stack levels—this isolated environment known as a TSM is
the fundamental unit of CloudByte architecture. With CloudByte’s TSM architecture, a specific set of
controller resources can now be dedicated to each application, without any impact from other
applications within the shared storage.
Read more about CloudByte technology at http://www.cloudbyte.com/products_technology.aspx
ElastiStor Delivers Guaranteed QoS within Shared Storage
While TSM architecture allows each application to be dedicated a specific set of resources,
CloudByte intelligence takes care of provisioning these resources based on QoS demands for the
application—in terms of IOPS, throughput and latency. Admins can now configure storage
endpoints (LUNs) with the required capacity and performance metrics and CloudByte takes care of
the rest. In short, CloudByte ElastiStor delivers guaranteed QoS to each application within shared
storage—an industry first!
With ElastiStor, CSPs can now affordably host performance-sensitive applications right from shared
storage, without resorting to the expensive dedicated storage or overprovisioning workarounds.
CloudByte ElastiStor also boasts of other industry firsts such as on-demand provisioning and
N-way HA, significantly increasing manageability and reliability. In addition, CloudByte provides all
the standard storage features that CSPs need (see more details in page 8).
Software-defined and software-only, CloudByte frees CSPs from any proprietary lock-in and allows
them to custom-build their infrastructure based on their demands, whether it’s SATA, SAS or SSD.
ElastiStor Delivers Tailored QoS to Every Application within Shared Storage
Every storage endpoint is defined in terms of capacity, IOPS, throughput, latency
6
7. ElastiStor: Key Features
QoS-Configurable Storage Endpoints
Share your storage and deliver predictable performance to every application.
For the first time ever, ElastiStor allows storage LUNs to be defined beyond
capacity, in terms of IOPS, throughput and latency. This allows applications
with diverse workloads to be guaranteed QoS right from a shared storage
platform. Together with linear scaling, a single extensible shared storage
platform from ElastiStor can now replace legacy solutions’ dedicated storage
islands. By un-fragmenting storage islands and optimally utilizing resources,
ElastiStor steeply cuts down your storage footprint, leading to 80-90% cost
savings over 3-5 years.
On-Demand Storage Provisioning
Do you still manually configure hardware to provision storage for any new
application? Break the need for hardwiring storage with ElastiStor's
on-demand provisioning. Just enter the required SLA/QoS parameters and let
ElastiStor automate node selection and resource allocation for you. ElastiStor
includes an intelligent heuristics daemon which continuously learns the
quantity of various controller resources needed to deliver the required QoS.
vCenter-like Administration Console
ElastiStor makes managing storage as easy as managing VMs, even when as
you scale to hundreds of applications. Storage admins can now comprehen-
sively manage the entire storage cluster, spanning across multiple sites, from
a single web-based console. Further, ElastiStor gives you unprecedented ac-
cess and control over resource usage within shared storage, right down to
the application-level granularity.
REST APIs and Plugins for Easy Integration
Every action performed at ElastiStor admin console translates into a REST
based API call in the backend, enabling admins to fully manage ElastiStor
right from their existing portals. Our plugin for VMware vCenter (also based
on REST API) enables storage management right from the vCenter, right from
setting QoS policies to monitoring resource usage.
N-way High Availability
ElastiStor enables N-way High Availability, exponentially increasing reliability
(mean time to failure), compared to the standard 2-way HA provided by
existing solutions. CloudByte's storage un-fragmentation and its patented
TSM architecture make N-way HA affordable and feasible.
Delegated Administration
A much requested feature from the cloud service providers, delegated ad-
ministration empowers both CSPs and its customers to monitor and control
storage, as necessary. Management privileges vary based on the admin func-
tionality – for example, a super admin can manage the entire storage cluster,
whereas a customer admin can manage just the storage resources allotted to
that particular customer.
7
8. ElastiStor: Standard Storage Features
Scalability 128-bit file system
Zettabyte storage capacity
Unlimited file size
Access Protocols NFSv3, NFSv4, CIFS, iSCSI, FC
Storage Connectivity SAS JBODS, iSCSI targets, FC targets
Storage Resilience RAIDZ1, RAIDZ2
Storage Efficiency De-duplication
Compression
Thin provisioning
Backup Efficient Snapshots, Unlimited
Efficient Clones, Unlimited
Tape Backup
Availability N-way high availability (N-way HA)
Partial failure transfer to the available node
Active-Active mode
HA with/without storage redundancy
Disaster Recovery Tenant level disaster recovery
High availability across primary and DR sites
Block level replication
Synchronous mirroring
Asynchronous mirroring
RPO—Last minute
RTO—Few minutes
Data Integrity Protection against silent data corruption
Fixes corrupt block without having to take the file system offline
CloudByte’s file system is built on ZFS and hence, it inherits all the standard ZFS features
8
9. multi-tenant storage
Service Providers can now provide full benefits of dedicated
storage to their customers on a shared storage platform
For more information, visit www.cloudbyte.com or follow us on Twitter @CloudByteInc
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