Beyond microservices; Software architecture driven by machine learning

Social, Agile and Transformation

It's not a question of if, it's a question of when and how AI and machine learning will change our programming and software development paradigms. Today's coding models are based on data storage, business logic, services, UX, and presentation. A full stack developer elects to build a three-tiered web architecture using an MVC framework. AI big data data management innovation IOT software development

Nutanix Granted Patent for Its Software-Defined Storage Architecture

Data Center Knowledge

Nutanix is granted a patent for its storage architecture for virtualized data centers, Nimble Storage advances its Infosight analytics with new forensic capabilities, and Avere Systems launches the FXT 4800 edge filer for enterprise storage. Storage avere systems nimble storage nutanix

How Software-Based Storage Is Changing Servers

Chuck's Blog - EMC

As I track the various server vendor announcements, I couldn’t help but notice a pronounced shift towards designs that are obviously intended to be used as part of a storage or database farm. Here, we’re discussing software- based storage (vs. software- defined storage). 

Making The Case For Software-Defined Storage

Chuck's Blog - EMC

My corner of the IT industry is foisting a new concept on enterprise IT shops: software-defined storage.    The existing storage kit seems to be doing the job; why would we need anything radically different? When Will You Hit The Storage Wall?

Why Software-Defined Storage Matters

Chuck's Blog - EMC

  The more information we produce, consume — and depend on —  the more storage matters.    Software is inevitably changing core data center technologies — compute, network and storage — both individually and how they work together.

Software-Defined Storage: An Alternate View

Chuck's Blog - EMC

When it comes to software-defined storage, things are surprisingly genteel: I yet to witness a good #twitpiss on the topic. Fortunately, someone sent me a link to a short PDF produced under the auspices of SNIA — the Storage Networking Industry Association.

Introducing The Software-Defined Storage Series

Chuck's Blog - EMC

If you’re a regular reader of this blog, you know my story:  I’m a storage geek at heart, I work for VMware, and I think the next big phase of this industry is software-defined storage. Related Stories The Future Of Storage Data Services. software defined storage

Driving ROI with Cloud Storage Consolidation Seminars

Storage IO Blog

Driving ROI with Cloud Storage Consolidation Seminars Driving ROI with Cloud Storage Consolidation Seminars Join me in a series of in-person seminars driving ROI with cloud storage consolidation for unstructured file data. The post Driving ROI with Cloud Storage Consolidation Seminars appeared first on StorageIOblog.

Hardware In An Era Of Software-Defined Storage

Chuck's Blog - EMC

While many of us are enamored by the vision of a software-defined data center (SDDC), we also know that hardware will still be a very important consideration: how much, how efficient, how fast, etc.   Certainly, putting flash storage on a PCIe card makes sense. 

Why You Should Care About Software-Defined Storage

Chuck's Blog - EMC

But if you''re in the enterprise IT space, here''s relatively new one to pay attention to: software-defined storage. Software-defined storage won''t be any different -- there will be loud arguments at the outset, followed by people just getting on with things.

Making The Case For Software-Defined Storage

Chuck's Blog - EMC

My corner of the IT industry is foisting a new concept on enterprise IT shops: software-defined storage.    The existing storage kit seems to be doing the job; why would we need anything radically different? When Will You Hit The Storage Wall? Maybe software-defined storage doesn’t solve an immediate, burning problem for you right now, but — over time — many IT organizations will hit an interesting wall. 4 -- Storage now includes servers.

Updated Software Defined Data Infrastructure Webinars and Fall 2016 events

Storage IO Blog

Here is the updated Server StorageIO fall 2016 webinar and event activities covering software defined data center, data infrastructure, virtual, cloud, containers, converged, hyper-converged server, storage, I/O network, performance and data protection among other topics. The post Updated Software Defined Data Infrastructure Webinars and Fall 2016 events appeared first on StorageIOblog.

Are Servers The New Storage?

Chuck's Blog - EMC

At one time, almost all storage was directly attached to servers.    Whether that was through disk drives in the server enclosure itself, or external racks directly connected, there was a clear 1:1 mapping between server, application and dedicated storage resources.

Dell EMC PowerEdge MX 7000 Kinetic Based Data Infrastructure Architecture

Storage IO Blog

Dell EMC PowerEdge MX 7000 Kinetic Based Data Infrastructure Architecture Dell EMC today announced with a tag line IT Unbound their new PowerEdge MX 7000 Kinetic Based Data Infrastructure Architecture slated for general availability September 21, 2018. Previewed earlier this year at Dell Technology World in Las Vegas, PowerEdge MX 7000 is a new family […] The post Dell EMC PowerEdge MX 7000 Kinetic Based Data Infrastructure Architecture appeared first on StorageIOblog.

How Software-Based Storage Is Changing Servers

Chuck's Blog - EMC

As I track the various server vendor announcements, I couldn’t help but notice a pronounced shift towards designs that are obviously intended to be used as part of a storage or database farm. Here, we’re discussing software- based storage (vs. software- defined storage).    The distinction is important: software- based storage is anything that doesn’t prefer specialized external storage hardware, e.g. designed to run on industry-standard servers.

Catching Up With Summer 2018 IBM Cloudy Software Defined Storage Announcements

Storage IO Blog

Summer 2018 IBM Cloudy Software Defined Storage Announcements Time for some catching up with summer 2018 IBM cloudy software defined storage announcements that were made earlier this week. Thus, it is no surprise that it is time for catching up with summer 2018 […] The post Catching Up With Summer 2018 IBM Cloudy Software Defined Storage Announcements appeared first on StorageIOblog.

Who Will Be At Top Of Storage World Next Decade?

Storage IO Blog

Data storage regardless of if hardware, legacy, new, emerging, cloud service or various software defined storage (SDS) approaches are all fundamental resource components of data infrastructures along with compute server, I/O networking as well as management tools, techniques, processes and procedures. The post Who Will Be At Top Of Storage World Next Decade?

Ten tips to reduce your cloud compute storage costs #blogtobertech

Storage IO Blog

Ten tips to reduce your cloud compute storage costs #blogtobertech The following are Ten tips to reduce your cloud compute storage costs. For example, paying the same yet upgrading to fewer, faster servers, […] The post Ten tips to reduce your cloud compute storage costs #blogtobertech appeared first on StorageIOblog. In some cases, reducing your cloud costs means spending the same yet getting more value and resources that provide a business benefit.

Software Defined Cloud Bulk Object Storage Trends News

Storage IO Blog

Cloud products and services among others, along with associated data infrastructures including object storage, file systems, repositories and access methods are at the center of bulk, big data, big bandwidth and little data initiatives on a public, private, hybrid and community basis. The post Software Defined Cloud Bulk Object Storage Trends News appeared first on StorageIOblog.

Cloud File Data Storage Consolidation and Economic Comparison Model #blogtobertech

Storage IO Blog

Cloud File Data Storage Consolidation and Economic Comparison Model #blogtobertech The following is a new Industry Trends Perspective White Paper Report titled Cloud File Data Storage Consolidation and Economic Comparison Model.

NetApp Announces ONTAP 9 software defined storage management

Storage IO Blog

NetApp has announced ONTAP 9 the latest version or generation of their storage software that defines and powers ONTAP storage systems and appliances (e.g. The major theme of ONTAP 9 is simple anywhere eluding to the software runs on storage system appliances (e.g. tin wrapped” or hardware platform based), virtual storage (e.g. The post NetApp Announces ONTAP 9 software defined storage management appeared first on StorageIOblog.

Considering The Next Wave Of Storage Automation

Chuck's Blog - EMC

a nice chunk of new technology has been introduced to help automate perhaps the most difficult part of the data center – storage. It''s worth digging into these new storage automation features: why they are needed, how they work, and why they should be seriously considered.

Software-Defined Storage And The Potential For Disruption.

Chuck's Blog - EMC

Software-Defined Storage And The Potential For Disruption. I believe a similar pattern is brewing in our IT world -- two trends are on a collision course; with the likely result being a significant disruption in the storage sector. But what about storageStorage.

The Future Of Storage Data Services

Chuck's Blog - EMC

So many different ways to store data these days: SAN, NAS, object, scale-up, scale-out, cloud, software-defined, flash, tape, geo-dispersed, etc.  It might seem that we in the storage business are intentionally complicating things.  The New Storage Buyer.

How I saved money storing more data on aws s3 simple storage service #blogtobertech

Storage IO Blog

How I saved money storing more data on aws s3 simple storage service #blogtobertech How I saved money storing more data on aws s3 simple storage service is an example of reducing cloud costs as opposed to merely cutting cloud costs. What this means is that instead of just cutting my cloud storage costs with […] The post How I saved money storing more data on aws s3 simple storage service #blogtobertech appeared first on StorageIOblog.

Going To EMC World? Interested In Software-Defined Storage.

Chuck's Blog - EMC

Interested In Software-Defined Storage? One of the bigger themes at EMC World this year will be software-defined storage : what is it, why does it matter, and what EMC is doing about it. Posted at 10:45 AM in EMC World 2013 , Storage , VMware | Permalink. Storage.

Software Defined Storage Virtual Hard Disk (VHD) Algorithms + Data Structures

Storage IO Blog

or those who are into, or simply like to talk about software-defined storage (SDS), APIs, Windows, Virtual Hard Disks (VHD) or VHDX, or Hyper-V among other related themes, have you ever actually looked at the specification for VHDX? How about Algorithms + Data Structures = Programs, are you familiar with that?

PCIe Server Storage I/O Network Fundamentals #blogtober

Storage IO Blog

PCIe Server Storage I/O Network Fundamentals #blogtober Peripheral Computer Interconnect Express aka PCIe is a Server, Storage, I/O networking fundamental component.

Software Defined, Cloud, Bulk and Object Storage Fundamentals

Storage IO Blog

There are various types of cloud, bulk and object storage including public services such as Amazon Web Services (AWS) Simple Storage Service (S3), Google, Microsoft Azure, IBM Softlayer, Rackspace among many others. The post Software Defined, Cloud, Bulk and Object Storage Fundamentals appeared first on StorageIOblog.

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Cloud Ready Data Protection for Hybrid Data Centers Are In Your Future

Storage IO Blog

Cloud Ready Data Protection for Hybrid Data Centers Are In Your Future Join me for a free webinar Cloud Ready Data Protection for Hybrid Data Centers and Data Infrastructures 11AM PT Thursday July 11th produced by Redmond Magazine sponsored by Quest Software.

AWS Snowball Edge SBE Converged Cloud Storage Appliance

Storage IO Blog

AWS Snowball Edge SBE Converged Cloud Storage Appliance AWS Snowball Edge SBE Converged Cloud Storage Appliance As part of extending their cloud platform reach, recent Amazon Web Services (AWS) announcements include AWS Snowball Edge SBE Converged Cloud Storage Appliance.

DIY converged server software defined storage on a budget using Lenovo TS140

Storage IO Blog

Do you need or want to do a Do It Yourself (DIY) build of a small server compute cluster, or a software defined storage cluster (e.g. scale-out), or perhaps a converged storage for VMware VSAN, Microsoft SOFS or something else? Are you a virtualization or software defined person looking to create a small VMware Virtual SAN (VSAN) needing three or more servers to build a proof of concept or personal lab system?

Solving Application Server Storage I/O Performance Bottlenecks Webinar

Storage IO Blog

Solving Application Server Storage I/O Performance Bottlenecks Webinar Solving Application Server Storage I/O Performance Bottlenecks Webinar The best I/O is the one you do not have to do, the second best is the one with least server I/O and storage overhead along with application performance bottleneck impact.

IBM Server Side Storage I/O SSD Flash Cache Software

Storage IO Blog

IBM Server Side Storage I/O SSD Flash Cache Software As I often say, the best server storage I/O or IOP is the one that you do not have to do. The second best storage I/O or IOP is the one with least impact or that can be done in a cost-effective way. Likewise the question […].

VMware VVOLs and storage I/O fundementals (Part 1)

Storage IO Blog

SAS, SATA, iSCSI, Fibre Channel aka FC, FCoE aka FC over Ethernet, IBA/SRP, etc) or an NFS file system presented by a storage system (or appliance), VVOL’s push more functionality and visibility down into the storage system. VVOL’s shift more intelligence and work from the hypervisor down into the storage system. Instead of a VM host accessing its virtual disk (aka VMDK) which is stored in a VMFS formatted data store (part of ESXi hypervisor) built on top of a SCSI LUN (e.g.