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Items Tagged: data+mining

news

Are all software-defined storage vendors the same?

What does software-defined storage mean? How is it implemented? And why does it matter for data center managers?

  • Premiered: 03/17/15
  • Author: Mike Matchett
  • Published: TechTarget: Search Data Center
Topic(s): TBA Storage TBA SDS TBA software-defined storage TBA Datacenter TBA Software Defined Storage TBA VMWare TBA VSAN TBA HP TBA StoreVirtual TBA StoreOnce TBA VSA TBA Maxta TBA Maxta Storage Platform TBA Tarmin TBA GridBank TBA data-defined TBA DDS TBA Data Defined Storage TBA Nexenta TBA NexentaStor TBA Big Data TBA replication TBA scalability TBA Cloud TBA data mining
Profiles/Reports

Cohesity Data Platform: Hyperconverged Secondary Storage

Primary storage is often defined as storage hosting mission-critical applications with tight SLAs, requiring high performance.  Secondary storage is where everything else typically ends up and, unfortunately, data stored there tends to accumulate without much oversight.  Most of the improvements within the overall storage space, most recently driven by the move to hyperconverged infrastructure, have flowed into primary storage.  By shifting the focus from individual hardware components to commoditized, clustered and virtualized storage, hyperconvergence has provided a highly-available virtual platform to run applications on, which has allowed IT to shift their focus from managing individual hardware components and onto running business applications, increasing productivity and reducing costs. 

Companies adopting this new class of products certainly enjoyed the benefits, but were still nagged by a set of problems that it didn’t address in a complete fashion.  On the secondary storage side of things, they were still left dealing with too many separate use cases with their own point solutions.  This led to too many products to manage, too much duplication and too much waste.  In truth, many hyperconvergence vendors have done a reasonable job at addressing primary storage use cases, , on their platforms, but there’s still more to be done there and more secondary storage use cases to address.

Now, however, a new category of storage has emerged. Hyperconverged Secondary Storage brings the same sort of distributed, scale-out file system to secondary storage that hyperconvergence brought to primary storage.  But, given the disparate use cases that are embedded in secondary storage and the massive amount of data that resides there, it’s an equally big problem to solve and it had to go further than just abstracting and scaling the underlying physical storage devices.  True Hyperconverged Secondary Storage also integrates the key secondary storage workflows - Data Protection, DR, Analytics and Test/Dev - as well as providing global deduplication for overall file storage efficiency, file indexing and searching services for more efficient storage management and hooks into the cloud for efficient archiving. 

Cohesity has taken this challenge head-on.

Before delving into the Cohesity Data Platform, the subject of this profile and one of the pioneering offerings in this new category, we’ll take a quick look at the state of secondary storage today and note how current products haven’t completely addressed these existing secondary storage problems, creating an opening for new competitors to step in.

Publish date: 03/30/16
news

Accelerate predictive analytics software with flash technology

For organizations that must analyze large amounts of data quickly and efficiently, nothing beats solid-state storage. Predictive analytics applications perform better with flash.

  • Premiered: 09/19/17
  • Author: Taneja Group
  • Published: TechTarget: Search Storage
Topic(s): TBA Storage TBA SSD TBA Flash TBA solid state TBA predictive analytics TBA Artificial Intelligence TBA AI TBA Machine Learning TBA data mining TBA IBM TBA Mike Matchett TBA deep learning TBA web-scale TBA Big Data TBA NVMe TBA big data cluster TBA MRAM TBA HDD