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The software enabling a software-defined storage environment may also provide policy management for features such as data deduplication, replication, thin provisioning, snapshots and backup.<br /><br /><span style=\"font-weight: bold;\">SDS system</span> hardware may or may not also have abstraction, pooling, or automation software of its own. When implemented as software only in conjunction with commodity servers with internal disks, it may suggest software such as a virtual or global file system. If it is software layered over sophisticated large storage arrays, it suggests software such as storage virtualization or storage resource management, categories of products that address separate and different problems. If the policy and management functions also include a form of artificial intelligence to automate protection and recovery, it can be considered as intelligent abstraction.\r\n<span style=\"font-weight: bold;\">Software-defined storage solutions</span> may be implemented via appliances over a traditional storage area network (SAN), or implemented as network-attached storage (NAS), or using object-based storage. ","materialsDescription":"<h1 class=\"align-center\"> <span style=\"font-weight: normal;\">What does SDS mean?</span></h1>\r\n<span style=\"font-weight: bold; \">SDS </span>stays for <span style=\"font-weight: bold; \">software-defined storage </span>solution - it is a computer program that manages data storage resources and functionality and has no dependencies on the underlying physical storage hardware.\r\nAll storage systems have always been software-defined. What's changed is that the <span style=\"font-weight: bold; \">software has become portable</span>.\r\nBut nothing in the storage world elicits more divergent opinions than the term &quot;software-defined storage products&quot;. With no universally accepted definition, SDS is vendor-specific. Software defined storage leaders shape the SDS definition to match their storage offerings. The result is that every storage vendor appears to offer SDS.\r\nStorage system software historically was tied to the hardware it managed. When the hardware ran out of capacity or performance, it had to be replaced and the software licensing was repurchased along with the hardware.<br />What made matters significantly worse was that storage system architectures created isolated silos. Unique infrastructures made everything from storage provisioning, data protection, disaster recovery, tech refresh, data migration, power and cooling more and more untenable. Compound that with the ongoing trend of rapid data growth and the need to store ever-increasing amounts of data, and the available architectures made storage systems management too complicated, difficult, expensive and ultimately unmaintainable.\r\n<h1 class=\"align-center\"><span style=\"font-weight: normal;\">What are SDS categories pros and cons?</span></h1>\r\n&nbsp;With no working standard SDS definition, a variety of technologies have emerged in the software-defined storage market. For our purposes, the four categories of SDS include: \r\n<ul><li class=\"align-left\"><span style=\"font-weight: bold; \">Hypervisor-based SDS</span></li><li class=\"align-left\"><span style=\"font-weight: bold; \">Hyper-converged infrastructure (HCI) SDS</span></li><li class=\"align-left\"><span style=\"font-weight: bold; \">Storage virtualization SDS</span></li><li class=\"align-left\"><span style=\"font-weight: bold; \">Scale-out object and/or file SDS</span></li></ul>\r\n<p class=\"align-center\"><span style=\"font-weight: bold;\">&nbsp;Hypervisor-based SDS pros:</span><br /> </p>\r\n<span style=\"font-weight: bold; \">Flexibility</span>. VSAN works with both hard disk drives (HDDs) and solid-state drives (SSDs), including DIMM-based flash drives, PCIe, SAS, SATA and even NVMe. VMware vSAN supports both HDDs and SSDs in a hybrid mode or all SSDs in all-flash mode.<span style=\"font-weight: bold; \"></span>\r\n<span style=\"font-weight: bold; \">Scalability and performance</span>. VSAN is highly scalable while delivering high levels of performance. It scales out through vSphere clustering and can support up to 64 vSphere hosts per cluster. Each vSphere host supports approximately 140 TB raw storage capacity and well north of 8 PB of raw storage capacity per cluster. On the performance side, each vSAN host can supply 100,000 or more IOPS, yielding millions of IOPS per cluster.\r\n<p class=\"align-center\"><span style=\"font-weight: bold;\">Hypervisor-based SDS cons:</span></p>\r\n<span style=\"font-weight: bold; \">Scalability and performance issues.</span> If a VM requires more IOPS than one physical vSphere host can provide, it can get them from other nodes in the cluster, but with a considerable latency penalty. Inter-cluster storage performance is another issue. Most vSAN clusters use 10 Gbps to 40 Gbps Ethernet and TCP/IP to interconnect the hosts. This architecture essentially replaces a deterministic system bus with a non-deterministic TCP/IP network so latencies between hosts become highly variable. Unless the cluster uses more sophisticated and faster interconnections, its storage performance from one clustered host to another will be highly variable and inconsistent.<span style=\"font-weight: bold; \"></span>\r\n<span style=\"font-weight: bold; \">Some things are not so simple. </span>Converting from a siloed storage environment to a pure vSAN requires converting non-VM images to VMs first. It's a time-consuming process for non-vSphere environments.\r\n<p class=\"align-center\"><span style=\"font-weight: bold;\">Hyper-converged infrastructure (HCI) SDS pros:</span></p>\r\n<span style=\"font-weight: bold; \">Scalability and performance.</span> Scaling HCI is as simple as adding a node to the cluster. Scaling storage capacity just requires adding drives (HDDs or SSDs) up to a node's maximum or adding additional nodes. Each HCI product has its own scalability and performance limitations; however, most scale well into the PBs and add performance linearly with each server node added to the cluster.<span style=\"font-weight: bold; \"></span>\r\n<span style=\"font-weight: bold; \">Simplicity. </span>Plug it in, turn it on, configure and you're done. Few systems are simpler. No DIY, and there's just one throat to choke for support.\r\n<p class=\"align-center\"><span style=\"font-weight: bold;\">Hyper-converged infrastructure (HCI) SDS cons:</span></p>\r\n<span style=\"font-weight: bold; \">Scalability and performance issues.</span> HCI cluster capacity is limited by the number of nodes supported in the cluster and the amount of capacity supported per node. If a VM requires more IOPS than a given host can provide, it can get IOPS from other nodes, but with a considerable latency penalty. Inter-cluster storage performance is another issue. Most HCI clusters use 10 Gbps to 40 Gbps Ethernet and TCP/IP to interconnect the hosts so latencies between hosts can be highly variable.<span style=\"font-weight: bold; \"></span>\r\n<span style=\"font-weight: bold; \">Some things are not so simple.</span> Converting from a siloed storage environment to an HCI cluster requires first converting both non-VM images and VMs to the HCI VMs or Docker containers, a time-consuming process.\r\n<p class=\"align-center\"><span style=\"font-weight: bold;\">Storage virtualization SDS pros:</span></p>\r\n<span style=\"font-weight: bold; \"></span><span style=\"font-weight: bold;\">Flexibility.</span> It works with most x86 physical hosts or VMs as long as the hardware or hypervisor is certified and supported by the vendor. It converts all storage that sits behind it into the virtual storage pool, enabling repurposing of older storage. The scale-out versions permit physical or VM access to any node. Multi-copy mirroring isn't necessary to protect against a single controller failure, although it's available. Storage virtualization SDS can be provided as software or bundled with server hardware similar to HCI.<span style=\"font-weight: bold; \"></span>\r\n<span style=\"font-weight: bold; \">Total cost of ownership (TCO)</span>. The biggest cost savings in storage virtualization SDS comes from commodity hardware and server-based drives. Another cost saving comes from inline data reduction technologies. Compared to equivalent storage systems, most storage virtualization SDS will yield a much more favorable TCO.<span style=\"font-weight: bold; \"><br /></span>\r\n<p class=\"align-center\"><span style=\"font-weight: bold;\">Storage virtualization SDS cons:</span></p>\r\n<span style=\"font-weight: bold;\">Flexibility issues. </span>Most storage virtualization SDS can only run on the specific commodity hardware certified and supported by the vendor. Products that can run as VSAs require hypervisors certified and supported by the vendor.<span style=\"font-weight: bold; \"></span>\r\n<span style=\"font-weight: bold; \">Scalability and performance issues.</span> On paper, these systems support tremendous capacity scalability, but the pragmatic approach is a bit different. Storage virtualization SDS capacity is constrained by x86 server limitations. Each server can handle only so much capacity before performance declines below acceptable levels. Storage virtualization SDS scale-out is constrained by clustering because the number of storage controller nodes supported is limited. Performance may also be constrained by the same limitations. \r\n<p class=\"align-center\"><span style=\"font-weight: bold; \">Scale-out object and/or file SDS pros:<br /></span></p>\r\n<span style=\"font-weight: bold; \">Scalability and performance. </span>Scaling is multi-dimensional: each node can be scaled individually and generally the cluster itself can add nodes for capacity or performance. Performance for both will never approach that of high-performance block storage.<span style=\"font-weight: bold; \"></span><span style=\"font-weight: bold; \"></span>\r\n<span style=\"font-weight: bold; \">Simplicity. </span>When bundled with hardware, scale-out object or file storage is very simple to set up, configure, and manage. Implementing it as software requires DIY systems integration. Both types leverage commodity hardware, have exceptional scalability and -- in the case of scale-out object storage -- unmatched data resilience and longevity via erasure coding.\r\n<p class=\"align-center\"><span style=\"font-weight: bold;\">Scale-out object and/or file SDS cons:</span></p>\r\n<span style=\"font-weight: bold;\">Flexibility issues. </span>Whether delivered as software or bundled with hardware, the hardware must be certified and supported by the vendors.\r\n<span style=\"font-weight: bold; \">Scalability and performance issues.</span> Scale-out file SDS generally doesn't scale as high as scale-out object storage, but object will have somewhat higher latencies. Object storage has significant additional latencies from the metadata and data resiliency functions. Both types are best suited for secondary applications where high performance is not a requirement.<span style=\"font-weight: bold; \"></span>\r\n<span style=\"font-weight: bold; \">Some things are not so simple. </span>When scale-out file or object storage SDS is purchased as software, it's a DIY project, so special skills, professional services or a systems integrator may be required.\r\n\r\n","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/icon_Software_defined_storage_platforms.png"}],"characteristics":[],"concurentProducts":[{"id":149,"logoURL":"https://old.roi4cio.com/fileadmin/user_upload/HITACHI_VIRTUAL_STORAGE_PLATFORM_G1000.jpg","logo":true,"scheme":false,"title":"Hitachi Virtual Storage Platform G1000","vendorVerified":0,"rating":"2.00","implementationsCount":1,"suppliersCount":0,"supplierPartnersCount":4,"alias":"hitachi-virtual-storage-platform-g1000","companyTitle":"Hitachi Data Systems","companyTypes":["vendor"],"companyId":313,"companyAlias":"hitachi-data-systems","description":"Hitachi Virtual Storage Platform G1000 is a unified storage system that\r\nprovides high performance, high availability, and reliability. VSP G1000 scales\r\nto meet the demands of IT organizations’ ever-increasing workloads. When\r\ncombined with server virtualization, the mission-critical storage virtualization\r\nof VSP G1000 supports a new breed of applications at cloud scale while\r\nreducing complexity.\r\nThe following key features illustrate how VSP G1000 provides a Continuous\r\nCloud Infrastructure for the enterprise:\r\n• Global storage virtualization enables an always-on infrastructure with\r\nenterprise-wide scalability that provides a complete separation between\r\nhost and storage. The scalability is independent of connectivity, location,\r\nstorage system, or vendor. Remote data center replication support allows\r\nprovisioning and management of virtual storage machines up to 100\r\nmeters apart.\r\n• Integrated active mirroring enables volume extensibility between systems\r\nand across sites through the provisioning and management of active-active\r\nvolumes up to 100 km apart. Combined with remote data center\r\nreplication, this mirroring is an ideal solution for critical applications that\r\nrequire zero recovery point and recovery time objectives. Active mirroring\r\nis enabled by the Hitachi global-active device feature.\r\n• Unified storage with enterprise scalability allows you to centrally manage\r\nmultivendor storage resources across all virtualized internal and external\r\nstorage pools, whether deployed for SAN, NAS, or object storage.\r\n• Unified storage management software (Hitachi Command Suite) simplifies\r\nadministrative operations and streamlines basic management tasks.\r\n• Hitachi Accelerated Flash storage offers a patented data center-class\r\ndesign and rack-optimized form factor that delivers more than 600 TB per\r\nsystem. It supports a sustained performance of 100,000 8K I/O operations\r\nper second per device, with fast and consistent response time.\r\n• Server virtualization integration with leading virtual server platforms\r\nprovides end-to-end visibility, from an individual virtual machine to the\r\nstorage logical unit, protecting large-scale multivendor environments","shortDescription":"Hitachi Virtual Storage Platform G1000 is a unified storage system that provides high performance, high availability, and reliability. VSP G1000 scales to meet the demands of IT organizations’ ever-increasing workloads.","type":null,"isRoiCalculatorAvaliable":false,"isConfiguratorAvaliable":false,"bonus":100,"usingCount":16,"sellingCount":1,"discontinued":0,"rebateForPoc":0,"rebate":0,"seo":{"title":"Hitachi Virtual Storage Platform G1000","keywords":"storage, with, G1000, provides, management, Hitachi, that, virtualization","description":"Hitachi Virtual Storage Platform G1000 is a unified storage system that\r\nprovides high performance, high availability, and reliability. VSP G1000 scales\r\nto meet the demands of IT organizations’ ever-increasing workloads. When\r\ncombined with server virtualizat","og:title":"Hitachi Virtual Storage Platform G1000","og:description":"Hitachi Virtual Storage Platform G1000 is a unified storage system that\r\nprovides high performance, high availability, and reliability. VSP G1000 scales\r\nto meet the demands of IT organizations’ ever-increasing workloads. When\r\ncombined with server virtualizat","og:image":"https://old.roi4cio.com/fileadmin/user_upload/HITACHI_VIRTUAL_STORAGE_PLATFORM_G1000.jpg"},"eventUrl":"","translationId":150,"dealDetails":null,"roi":null,"price":null,"bonusForReference":null,"templateData":[],"testingArea":"","categories":[{"id":507,"title":"Mission Critical Storage","alias":"mission-critical-storage","description":" As enterprises become more digital, the role of mission-critical applications on which the functioning of the business depends. In practice, this requires more platform flexibility to serve both traditional applications and modern cloud computing.\r\nIT professionals who are already fully loaded with support for traditional corporate tools, such as virtualization or database management systems, have to implement and maintain modern applications such as containers or analytics.\r\nServer virtualization has almost become the main driver for the development of storage virtualization, especially since virtual machines have already penetrated quite a lot into the critical applications segment.\r\nData storage systems help to cope with the ever-growing volumes of data, allowing you to effectively work with information. Storage systems for mission-critical applications are focused on the needs of companies of various sizes - from remote branches to large enterprises with significant amounts of information.\r\nAlso many factors affect the selection of a data center location, but utility infrastructure, uptime, talent, and speed are always the focal points.\r\nFew people are unaware of the large electric loads (usage) of data centers. Naturally, due to the amount of power they need, data centers are very price-sensitive to a location’s cost of electricity. The cost is more than centers per kWh, though. Data centers have unique ramp-up needs and reserved capacity demands. The utility’s ability to accommodate these requirements can have a significant impact on cost. Likewise, the mission-critical aspect of the data center, requiring it to be online at all times, drives rigorous power redundancy and reliability requirements. The utility’s “cost-to-serve” and revenue credit policies must be factored into the overall cost of providing the requisite power.","materialsDescription":" <span style=\"font-weight: bold;\">What is mission-critical data?</span>\r\nA 'mission-critical' operation, system or facility may sound fairly straightforward – something that is essential to the overall operations of a business or process within a business. Essentially, something that is critical to the mission.","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/icon_Mission_Critical_Storage.png"},{"id":383,"title":"Software-defined storage platforms, SDS","alias":"software-defined-storage-platforms-sds","description":" <span style=\"font-weight: bold;\">Software-defined storage (SDS)</span> is a marketing term for computer data storage software for policy-based provisioning and management of data storage independent of the underlying hardware. \r\n<span style=\"font-weight: bold;\">SDS software</span> typically includes a form of storage virtualization to separate the storage hardware from the software that manages it. The software enabling a software-defined storage environment may also provide policy management for features such as data deduplication, replication, thin provisioning, snapshots and backup.<br /><br /><span style=\"font-weight: bold;\">SDS system</span> hardware may or may not also have abstraction, pooling, or automation software of its own. When implemented as software only in conjunction with commodity servers with internal disks, it may suggest software such as a virtual or global file system. If it is software layered over sophisticated large storage arrays, it suggests software such as storage virtualization or storage resource management, categories of products that address separate and different problems. If the policy and management functions also include a form of artificial intelligence to automate protection and recovery, it can be considered as intelligent abstraction.\r\n<span style=\"font-weight: bold;\">Software-defined storage solutions</span> may be implemented via appliances over a traditional storage area network (SAN), or implemented as network-attached storage (NAS), or using object-based storage. ","materialsDescription":"<h1 class=\"align-center\"> <span style=\"font-weight: normal;\">What does SDS mean?</span></h1>\r\n<span style=\"font-weight: bold; \">SDS </span>stays for <span style=\"font-weight: bold; \">software-defined storage </span>solution - it is a computer program that manages data storage resources and functionality and has no dependencies on the underlying physical storage hardware.\r\nAll storage systems have always been software-defined. What's changed is that the <span style=\"font-weight: bold; \">software has become portable</span>.\r\nBut nothing in the storage world elicits more divergent opinions than the term &quot;software-defined storage products&quot;. With no universally accepted definition, SDS is vendor-specific. Software defined storage leaders shape the SDS definition to match their storage offerings. The result is that every storage vendor appears to offer SDS.\r\nStorage system software historically was tied to the hardware it managed. When the hardware ran out of capacity or performance, it had to be replaced and the software licensing was repurchased along with the hardware.<br />What made matters significantly worse was that storage system architectures created isolated silos. Unique infrastructures made everything from storage provisioning, data protection, disaster recovery, tech refresh, data migration, power and cooling more and more untenable. Compound that with the ongoing trend of rapid data growth and the need to store ever-increasing amounts of data, and the available architectures made storage systems management too complicated, difficult, expensive and ultimately unmaintainable.\r\n<h1 class=\"align-center\"><span style=\"font-weight: normal;\">What are SDS categories pros and cons?</span></h1>\r\n&nbsp;With no working standard SDS definition, a variety of technologies have emerged in the software-defined storage market. For our purposes, the four categories of SDS include: \r\n<ul><li class=\"align-left\"><span style=\"font-weight: bold; \">Hypervisor-based SDS</span></li><li class=\"align-left\"><span style=\"font-weight: bold; \">Hyper-converged infrastructure (HCI) SDS</span></li><li class=\"align-left\"><span style=\"font-weight: bold; \">Storage virtualization SDS</span></li><li class=\"align-left\"><span style=\"font-weight: bold; \">Scale-out object and/or file SDS</span></li></ul>\r\n<p class=\"align-center\"><span style=\"font-weight: bold;\">&nbsp;Hypervisor-based SDS pros:</span><br /> </p>\r\n<span style=\"font-weight: bold; \">Flexibility</span>. VSAN works with both hard disk drives (HDDs) and solid-state drives (SSDs), including DIMM-based flash drives, PCIe, SAS, SATA and even NVMe. VMware vSAN supports both HDDs and SSDs in a hybrid mode or all SSDs in all-flash mode.<span style=\"font-weight: bold; \"></span>\r\n<span style=\"font-weight: bold; \">Scalability and performance</span>. VSAN is highly scalable while delivering high levels of performance. It scales out through vSphere clustering and can support up to 64 vSphere hosts per cluster. Each vSphere host supports approximately 140 TB raw storage capacity and well north of 8 PB of raw storage capacity per cluster. On the performance side, each vSAN host can supply 100,000 or more IOPS, yielding millions of IOPS per cluster.\r\n<p class=\"align-center\"><span style=\"font-weight: bold;\">Hypervisor-based SDS cons:</span></p>\r\n<span style=\"font-weight: bold; \">Scalability and performance issues.</span> If a VM requires more IOPS than one physical vSphere host can provide, it can get them from other nodes in the cluster, but with a considerable latency penalty. Inter-cluster storage performance is another issue. Most vSAN clusters use 10 Gbps to 40 Gbps Ethernet and TCP/IP to interconnect the hosts. This architecture essentially replaces a deterministic system bus with a non-deterministic TCP/IP network so latencies between hosts become highly variable. Unless the cluster uses more sophisticated and faster interconnections, its storage performance from one clustered host to another will be highly variable and inconsistent.<span style=\"font-weight: bold; \"></span>\r\n<span style=\"font-weight: bold; \">Some things are not so simple. </span>Converting from a siloed storage environment to a pure vSAN requires converting non-VM images to VMs first. It's a time-consuming process for non-vSphere environments.\r\n<p class=\"align-center\"><span style=\"font-weight: bold;\">Hyper-converged infrastructure (HCI) SDS pros:</span></p>\r\n<span style=\"font-weight: bold; \">Scalability and performance.</span> Scaling HCI is as simple as adding a node to the cluster. Scaling storage capacity just requires adding drives (HDDs or SSDs) up to a node's maximum or adding additional nodes. Each HCI product has its own scalability and performance limitations; however, most scale well into the PBs and add performance linearly with each server node added to the cluster.<span style=\"font-weight: bold; \"></span>\r\n<span style=\"font-weight: bold; \">Simplicity. </span>Plug it in, turn it on, configure and you're done. Few systems are simpler. No DIY, and there's just one throat to choke for support.\r\n<p class=\"align-center\"><span style=\"font-weight: bold;\">Hyper-converged infrastructure (HCI) SDS cons:</span></p>\r\n<span style=\"font-weight: bold; \">Scalability and performance issues.</span> HCI cluster capacity is limited by the number of nodes supported in the cluster and the amount of capacity supported per node. If a VM requires more IOPS than a given host can provide, it can get IOPS from other nodes, but with a considerable latency penalty. Inter-cluster storage performance is another issue. Most HCI clusters use 10 Gbps to 40 Gbps Ethernet and TCP/IP to interconnect the hosts so latencies between hosts can be highly variable.<span style=\"font-weight: bold; \"></span>\r\n<span style=\"font-weight: bold; \">Some things are not so simple.</span> Converting from a siloed storage environment to an HCI cluster requires first converting both non-VM images and VMs to the HCI VMs or Docker containers, a time-consuming process.\r\n<p class=\"align-center\"><span style=\"font-weight: bold;\">Storage virtualization SDS pros:</span></p>\r\n<span style=\"font-weight: bold; \"></span><span style=\"font-weight: bold;\">Flexibility.</span> It works with most x86 physical hosts or VMs as long as the hardware or hypervisor is certified and supported by the vendor. It converts all storage that sits behind it into the virtual storage pool, enabling repurposing of older storage. The scale-out versions permit physical or VM access to any node. Multi-copy mirroring isn't necessary to protect against a single controller failure, although it's available. Storage virtualization SDS can be provided as software or bundled with server hardware similar to HCI.<span style=\"font-weight: bold; \"></span>\r\n<span style=\"font-weight: bold; \">Total cost of ownership (TCO)</span>. The biggest cost savings in storage virtualization SDS comes from commodity hardware and server-based drives. Another cost saving comes from inline data reduction technologies. Compared to equivalent storage systems, most storage virtualization SDS will yield a much more favorable TCO.<span style=\"font-weight: bold; \"><br /></span>\r\n<p class=\"align-center\"><span style=\"font-weight: bold;\">Storage virtualization SDS cons:</span></p>\r\n<span style=\"font-weight: bold;\">Flexibility issues. </span>Most storage virtualization SDS can only run on the specific commodity hardware certified and supported by the vendor. Products that can run as VSAs require hypervisors certified and supported by the vendor.<span style=\"font-weight: bold; \"></span>\r\n<span style=\"font-weight: bold; \">Scalability and performance issues.</span> On paper, these systems support tremendous capacity scalability, but the pragmatic approach is a bit different. Storage virtualization SDS capacity is constrained by x86 server limitations. Each server can handle only so much capacity before performance declines below acceptable levels. Storage virtualization SDS scale-out is constrained by clustering because the number of storage controller nodes supported is limited. Performance may also be constrained by the same limitations. \r\n<p class=\"align-center\"><span style=\"font-weight: bold; \">Scale-out object and/or file SDS pros:<br /></span></p>\r\n<span style=\"font-weight: bold; \">Scalability and performance. </span>Scaling is multi-dimensional: each node can be scaled individually and generally the cluster itself can add nodes for capacity or performance. Performance for both will never approach that of high-performance block storage.<span style=\"font-weight: bold; \"></span><span style=\"font-weight: bold; \"></span>\r\n<span style=\"font-weight: bold; \">Simplicity. </span>When bundled with hardware, scale-out object or file storage is very simple to set up, configure, and manage. Implementing it as software requires DIY systems integration. Both types leverage commodity hardware, have exceptional scalability and -- in the case of scale-out object storage -- unmatched data resilience and longevity via erasure coding.\r\n<p class=\"align-center\"><span style=\"font-weight: bold;\">Scale-out object and/or file SDS cons:</span></p>\r\n<span style=\"font-weight: bold;\">Flexibility issues. </span>Whether delivered as software or bundled with hardware, the hardware must be certified and supported by the vendors.\r\n<span style=\"font-weight: bold; \">Scalability and performance issues.</span> Scale-out file SDS generally doesn't scale as high as scale-out object storage, but object will have somewhat higher latencies. Object storage has significant additional latencies from the metadata and data resiliency functions. 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