Home Health and LifestyleHybrid Cloud Infrastructure, the Future-Proof, Organic Data Center

Hybrid Cloud Infrastructure, the Future-Proof, Organic Data Center

by Delarno
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Hybrid Cloud Infrastructure, the Future-Proof, Organic Data Center


As a field and consulting engineer, I have witnessed the evolution of data center technologies firsthand, from traditional bare-metal server deployments and virtualized cluster environments to the growing demands on storage and the convergence of compute and storage. My experience with hyperconverged environments using Cisco and Nutanix HCI solutions has led me to realize that we need a new definition.

Four-panel diagram titled with the four pillars of hybrid cloud infrastructure: Incremental Storage Expansion (stacked network switches), Software-Defined Infrastructure (a monitor showing the Cisco logo), Heterogeneous Hardware Systems (a Cisco network switch), and Evolvable Infrastructure (an upward step-chart of colored nodes).Four-panel diagram titled with the four pillars of hybrid cloud infrastructure: Incremental Storage Expansion (stacked network switches), Software-Defined Infrastructure (a monitor showing the Cisco logo), Heterogeneous Hardware Systems (a Cisco network switch), and Evolvable Infrastructure (an upward step-chart of colored nodes).
The pillars of hybrid cloud infrastructure (HCI)

HCI usually stands for “hyper-converged infrastructure.” But do we really understand the true essence and impact of the technology? HCI radically changes data center architecture by eliminating centralized network storage and consolidating storage and compute resources into a single standard server node. The nodes are clustered, virtualized, and overlaid with distributed HCI software that abstracts and aggregates the capacity of all nodes into a shared resource pool.

Side-by-side architecture comparison. Left: a traditional 3-tier stack with user VMs on a hypervisor connecting through HBAs and FC SANs to controllers and DAE storage arrays. Right: a hyperconverged design where each node combines a controller VM, user VMs, hypervisor, CPU, memory, and local storage, linked over a shared Ethernet network.Side-by-side architecture comparison. Left: a traditional 3-tier stack with user VMs on a hypervisor connecting through HBAs and FC SANs to controllers and DAE storage arrays. Right: a hyperconverged design where each node combines a controller VM, user VMs, hypervisor, CPU, memory, and local storage, linked over a shared Ethernet network.
A 3-tier data center vs. Nutanix HCI architectures

Of course, all resources are software-defined and managed via a simple Web UI. The result is a drastic simplification of the data center architecture, increased utilization and efficiency through higher consolidation, the ability to define storage properties per VM disk, lower total cost of ownership, etc.

But there’s much more to HCI than resource consolidation and management simplification provided by Cisco UCS-X modular systems, Intersight cloud-management, and future-proof Nutanix HCI architecture. We argue that HCI should stand for “hybrid cloud infrastructure!” Let’s explore the five underlying, less obvious, but future-impacting HCI design cues.

1. Incremental storage capacity expansion

Imagine not having 70 percent of storage go unused (wasted) for the first three years.

HCI fundamentally changes the way you manage your data center growth. We traditionally purchase storage systems that last more than five years. Plus, we always add buffer capacity margins, just in case. As a result, the storage system is extremely underutilized initially.

Line graph of capacity over time showing three progressively larger Cisco chassis. A pink "Provisioned Capacity" line steps up sharply with each "Forklift Upgrade for Scale," while a gradual "Required Capacity" line rises beneath it — the gap between the two illustrating wasted overprovisioning of resources.Line graph of capacity over time showing three progressively larger Cisco chassis. A pink "Provisioned Capacity" line steps up sharply with each "Forklift Upgrade for Scale," while a gradual "Required Capacity" line rises beneath it — the gap between the two illustrating wasted overprovisioning of resources.
Suboptimal storage scaling with traditional storage systems

So, instead of buying in advance many resources that slowly (if ever) get fully utilized, you can optimally expand your infrastructure footprint by buying what you really need (a capacity node or a performance storage node) when you actually need it. This way you avoid relying on your magic ball and eliminate forklift upgrades. Essentially, you’re wasting fewer resources by avoiding overprovisioning of idle capacity on Day 1.

Fun fact: Nutanix (as of recently) also supports adding external third-party storage systems, such as those from Everpure.

2. Software-defined infrastructure always evolves 

Do you know about the data center Fountain of Youth? Your existing infrastructure cluster can get better over time!

Line diagram of three identical server nodes feeding into a central gear, which outputs to a single server on the right, labeled "Infrastructure Always Evolves" — illustrating how software-defined infrastructure continuously improves over time.Line diagram of three identical server nodes feeding into a central gear, which outputs to a single server on the right, labeled "Infrastructure Always Evolves" — illustrating how software-defined infrastructure continuously improves over time.
SDI is the data center’s eternal Fountain of Youth

Moving advanced features processing (data efficiency and tiering, network functions, security mechanisms, etc.) to software enables your HCI stack to stay in shape by relying on over-the-air upgrades for new features, hardware compatibility, and security posture.

It’s not just about features. With this approach, you can also boost your data center performance by receiving HCI software stack optimization patches*. This process is similar to how you can unlock extra engine power with a simple over-the-air software update in modern cars.

 3. Heterogeneous (disaggregated) hardware systems 

We all know that a motherboard or power failure will take down all servers’ resources (CPU, RAM, storage) with it. But did you know it doesn’t have to be this way?

While everything is getting software-defined, at the same time we are witnessing the rise of domain-specific hardware accelerators such as the data processing unit (DPU) and even application-specific processors (thanks to the RISC-V open architecture) to speed up specific workload processing and jump over the Moore’s Law speed bump that’s ahead of us.

Aside from accelerators, we have a trend toward fully decoupled hardware systems, with dedicated resource-specific hardware nodes: compute, memory, and storage nodes. Resource-specific nodes are aggregated into resource pools. Heterogeneous hardware systems are enabled with mechanisms such as Compute Express Link (CXL) with which CPUs and accelerators share memory and cache coherently. Memory can be attached as a shared, fabric-accessible resource rather than being stranded on individual servers.

Cisco UCS-X chassis shown from front and rear. The front holds modular slots for Compute, PCIe, Accelerator, Storage, and Memory nodes; the rear shows power supplies, fans, and dual X-Fabric modules. A callout explains UCS X-Fabric Technology: internal fabric interconnect nodes, industry-standard PCIe/CXL traffic, and no backplane or cables for easy upgrades.Cisco UCS-X chassis shown from front and rear. The front holds modular slots for Compute, PCIe, Accelerator, Storage, and Memory nodes; the rear shows power supplies, fans, and dual X-Fabric modules. A callout explains UCS X-Fabric Technology: internal fabric interconnect nodes, industry-standard PCIe/CXL traffic, and no backplane or cables for easy upgrades.
Cisco UCS-X: A foundation for heterogeneous hardware systems

The reasoning here is that when upgrading, we might not need additional CPU—just more RAM capacity or more storage. So, you can upgrade your infrastructure more optimally without purchasing resources you don’t need.

This disaggregated hardware approach also fundamentally changes your data center operations and reliability. B separating specific resources into dedicated nodes, we create smaller failure domains. For instance, CPU failure will not take storage and RAM resources down with it.

We already have elements of this disaggregated hardware with UCS-X architecture, which (besides regular compute nodes) provides storage nodes and decoupled scalable networking with UCS-X Fabric. You can find your optimal X-Series node here. And who knows what the future holds? Think of advanced networking with optical switching, future dedicated nodes with domain-specific accelerators, and more!

Note: For more details, visit Cisco Compute Hyperconverged X-Series System with Nutanix.

4. Evolvable infrastructure

Gmail has been working steadily for over 20 years. Can you imagine how many times Google has completely replaced the underlying infrastructure without ever causing application service downtime?

Hyperscalers have been using HCI-like infrastructure for decades (including compute/storage/network resource pooling and horizontal scaling) with their own internal stacks and tooling. Additionally, to turbo-charge their HCI solution, they rely heavily on custom hardware/software co-design (custom offloads for networking and storage processing). And of course, in terms of configuration and management, everything is software-defined.

If we think of hyperscalers as F1 cars (serving as R&D platforms) and our enterprise data centers as regular, everyday cars, we can surmise that this innovative architecture is bound to trickle down to our enterprise data centers.

Line diagram showing four different resource sources — a house, a gear, a "Packet" box, and a database cylinder — all feeding into a single consolidated server, representing how varied, heterogeneous nodes are aggregated into one evolving cluster.Line diagram showing four different resource sources — a house, a gear, a "Packet" box, and a database cylinder — all feeding into a single consolidated server, representing how varied, heterogeneous nodes are aggregated into one evolving cluster.
Evolvable data center infrastructure

HCI enables an evolvable infrastructure that prevents you from having to throw anything away. Rather, it gradually upgrades your cluster with newer nodes. It’s fine to mix nodes with varying performance and capacity levels, like grooming a plant ecosystem by gradually replenishing your garden. Eventually, you will remove some nodes from the cluster (when a node dies due to age or you decide to repurpose it after about 10 years to a testing cluster), but this will typically happen much later than with our current (~5-year) upgrade cycle. So essentially, you’ll get more time and resources from your valuable investment while being more eco-friendly!

5. Plug your HCI cluster into public clouds

One more thing: once you have your cloud on the ground, powered by Hyperscalers’ DNA, you can more easily plug it into a hyperscale cloud. It’s not marketing fluff; it’s a real product. For example, Nutanix Clusters allows you to run 100% native Nutanix HCI on rented bare-metal servers of AWS, Azure, and GCP.

Diagram of the Nutanix Cloud Platform spanning on-premises and public cloud. A Nutanix Private Cloud connects across normalized virtual networks to Amazon EC2 Bare-Metal in an AWS VPC and Azure Dedicated Infrastructure in an Azure VNet, alongside native AWS services (EC2, S3, Direct Connect, Machine Learning, RDS, Elasticsearch) and Azure services (Virtual Machines, Blob Storage, ExpressRoute, Active Directory, SQL Database, Databricks).Diagram of the Nutanix Cloud Platform spanning on-premises and public cloud. A Nutanix Private Cloud connects across normalized virtual networks to Amazon EC2 Bare-Metal in an AWS VPC and Azure Dedicated Infrastructure in an Azure VNet, alongside native AWS services (EC2, S3, Direct Connect, Machine Learning, RDS, Elasticsearch) and Azure services (Virtual Machines, Blob Storage, ExpressRoute, Active Directory, SQL Database, Databricks).
Nutanix Clusters, an example of Hybrid Cloud Infrastructure (HCI)

This way, you’re switching to an OPEX model by renting both the hardware and the software license. Additionally, Nutanix Clusters unlock the following features:

  • A single pane of glass to manage both on-prem and cloud-based infrastructure footprints
  • Ability to migrate your applications between on-prem and cloud environments without worrying about silly details such as disk formats
  • Even your networking constructs (Virtual Network in Nutanix, VPC/VNET in Hyperscalers) are normalized, i.e., translated automatically

Test Nutanix now

So, do you want a test drive? There’s no need to schedule (and no driving license needed). Just your email address: Take a quick Nutanix Test Drive.

To stay tuned, follow our NIL Learning Knowledge Library or watch the Cisco Live session about this topic:

For more general details about Cisco & Nutanix Solutions, visit this page. To find out more about Cisco and Nutanix collaboration, read: The next chapter of Cisco and Nutanix: Building flexible infrastructure for the modern era.

And lastly, if you are still evaluating or already implementing HCI and need expert training, you can check out our existing training offering or reach out to us if you would like something different (LS_Sales_Support@nil.com). Our team has 33 years of experience creating and delivering IT training and vast experience in deploying data center and HCI systems.


*For example, Nutanix AOS 5.20 offered significant performance boosts, primarily through smarter Oplog handling for better sequential writes (doubling performance in some cases) and vDisk sharding, which dramatically improved random read performance (up to 172% gain) and database transaction rates (up to 78% gain) by optimizing CPU usage for small I/O. And this was provided free of charge to all existing users via a simple over-the-air update!

 

Read next:

The next chapter of Cisco and Nutanix: Building flexible infrastructure for the modern era



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