Episode 90 — Hyperconverged Storage and Software-Defined Storage (SDS)

Hyperconverged storage is a modern approach to infrastructure design that unifies compute, storage, and networking into a single, software-managed platform. This integration forms what is known as hyperconverged infrastructure, or H C I. In a hyperconverged system, traditional silos of infrastructure are eliminated. Instead of maintaining separate servers, storage appliances, and networking equipment, organizations deploy identical nodes that handle all three functions. The Cloud Plus certification includes H C I under data center architecture topics, with a focus on simplified scaling and unified management.
The advantage of hyperconverged infrastructure lies in its simplicity and scalability. Because compute and storage resources are distributed across nodes, organizations can add new capacity simply by joining another node to the cluster. Each new node contributes additional central processing units, memory, and disk storage, allowing for linear expansion. This contrasts with traditional storage designs, which often require expanding multiple systems separately. H C I makes deployment faster and less complex, supporting a wider range of use cases including private cloud, edge computing, and branch office scenarios.
Software-defined storage, or S D S, is a complementary concept that decouples storage services from the underlying hardware. In traditional storage, features such as replication, snapshotting, and deduplication are often tied to specific hardware appliances. In contrast, S D S allows these features to be delivered through software that runs on commodity servers. This abstraction enables policy-driven storage orchestration, where administrators define what the storage should do, and the software enforces those rules regardless of the hardware it operates on.
Hyperconverged systems are built from nodes, each of which contains local disks, processing units, memory, and network interfaces. These nodes form a cluster and are managed through a single control plane. Instead of treating each disk or volume separately, the system aggregates all resources into a shared pool. This model improves efficiency and allows workloads to move seamlessly across the infrastructure. The Cloud Plus exam includes knowledge of node-based architectures and expects candidates to understand how clustering improves both fault tolerance and scalability.
S D S operates by separating the control plane from the data plane. The control plane manages configuration, policy enforcement, and system logic. The data plane handles actual read and write operations to physical disks. This separation allows administrators to apply rules for performance, redundancy, and access without having to interact directly with hardware settings. For the exam, candidates must understand how S D S enables centralized storage governance while still allowing dynamic resource allocation.
Some of the most important features delivered by S D S include replication for redundancy, deduplication for space efficiency, tiering for performance optimization, snapshots for recovery, and encryption for data security. These services are implemented in software and often operate independently of the storage vendor. That flexibility allows organizations to choose hardware based on cost or performance without being locked into a specific ecosystem. The Cloud Plus certification requires familiarity with S D S feature sets and their relevance to operational efficiency.
When comparing hyperconverged systems to traditional storage, the key difference is that hyperconverged platforms integrate compute and storage into one system. In traditional models, a storage area network or network-attached storage system handles data independently of the servers that use it. This separation adds complexity, especially in configuration and management. Hyperconverged systems eliminate that complexity by treating everything as one logical unit. Candidates must be able to evaluate when H C I provides advantages over legacy designs.
Management of hyperconverged and S D S environments is typically done through centralized dashboards. These interfaces offer insights into system health, performance metrics, resource utilization, and alerting. Many platforms also include application programming interfaces that allow for automation and integration with other tools. This centralized management simplifies administration and supports infrastructure as code practices. On the exam, you may be tested on identifying which tools allow for cross-node management and how to automate resource provisioning.
Scalability is a major benefit of hyperconverged platforms. As workload demands grow, administrators can add new nodes to the cluster without reconfiguring existing infrastructure. Each node contributes proportional amounts of compute, memory, and disk, allowing systems to scale in response to real-world demand. This scale-out design supports cloud-like growth models, where capacity expands in small increments. The Cloud Plus certification includes scale-out principles and expects candidates to know how node-based systems simplify long-term planning.
Common examples of S D S platforms include VMware v S A N, Nutanix, Red Hat Ceph, and Microsoft Storage Spaces Direct. These platforms can be deployed on standard x eighty-six servers and provide enterprise-grade features through software alone. Candidates should recognize these products and understand their compatibility with different virtualization platforms and operating systems. The exam may include questions asking which S D S tools support policy-based storage on commodity hardware.
Both H C I and S D S are designed with resilience in mind. Built-in redundancy features protect against hardware failure, and data can be replicated across nodes or availability zones to ensure continuity. Failover mechanisms allow services to continue operating even if one or more nodes are lost. Some platforms also integrate with native backup or synchronization services to provide disaster recovery. The Cloud Plus exam includes storage resilience and requires candidates to understand how S D S and H C I support fault-tolerant design.
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One of the primary advantages of software-defined storage is its seamless integration with cloud platforms. Many S D S solutions are designed to operate in hybrid or cloud-native environments, allowing organizations to extend their on-premises storage policies to the cloud. This flexibility enables cross-site replication, disaster recovery, and centralized policy enforcement across private, public, and hybrid deployments. For the Cloud Plus certification, candidates must understand how S D S contributes to a unified cloud architecture that spans multiple environments while maintaining operational consistency.
Monitoring and health reporting tools are essential components of hyperconverged and software-defined platforms. These tools provide real-time visibility into system performance, including I O P S, latency, node status, and disk health. Alerts can be configured to notify administrators of anomalies such as hardware failure, unbalanced workloads, or performance degradation. A properly monitored S D S or H C I system ensures that issues are addressed proactively before they impact users. The certification expects you to configure and interpret monitoring tools to maintain healthy, high-performing storage systems.
Data placement and load balancing are automated features within most modern S D S platforms. These systems intelligently distribute data across available storage nodes to optimize performance and redundancy. Administrators define policies that determine whether placement should prioritize local access speed, geographic distribution, or fault tolerance. The system enforces these policies by automatically adjusting where and how data is stored. In the event of node failure, data is rebalanced to maintain compliance with the configured availability requirements. Understanding these mechanisms is crucial for the exam and for real-world deployment.
Backup and disaster recovery capabilities are often built directly into H C I and S D S platforms. Features such as snapshots and replication allow organizations to protect critical data without relying solely on external backup software. Snapshots enable point-in-time recovery, while replication ensures copies of data exist across physical locations or cloud regions. Integration with cloud backup services allows for off-site protection, enhancing overall resilience. The Cloud Plus certification requires that you know how to implement these features as part of a broader disaster recovery strategy.
Policy-based provisioning is a key principle in software-defined storage. Rather than configuring each volume manually, administrators can define templates that specify performance levels, replication requirements, and encryption settings. These templates can then be applied consistently across workloads, ensuring that every deployment adheres to company standards. This repeatable approach not only improves efficiency but also reduces human error. On the exam, you may be asked to configure or troubleshoot storage templates based on defined business requirements or service-level agreements.
Multi-tenant environments benefit from the isolation capabilities provided by software-defined storage. Different teams or departments can be assigned logical storage pools with their own performance policies, access controls, and usage tracking. This isolation supports both operational independence and security. Workload isolation also allows for more accurate cost attribution and resource planning. Candidates must know how to design storage environments that serve multiple tenants while enforcing consistent policy and maintaining auditability.
Performance tuning is a vital part of maintaining an efficient H C I or S D S environment. Administrators may need to adjust caching strategies, enable or disable compression, or reconfigure tiering policies based on workload behavior. Many platforms offer auto-optimization features that analyze usage patterns and make adjustments automatically. However, manual tuning is sometimes necessary to address specific performance issues. The Cloud Plus exam may include questions on identifying bottlenecks or reconfiguring systems to improve read and write performance in real-time.
Licensing and cost management remain important considerations when selecting or managing hyperconverged and software-defined solutions. Most vendors offer subscription-based pricing that scales with the number of nodes or the amount of used capacity. Advanced features such as automated replication or analytics dashboards may be locked behind higher-tier licenses. Candidates must understand how to match feature sets to organizational needs and budget constraints. The exam may present scenarios where feature availability and cost must be balanced to make an appropriate platform choice.
Security is embedded into most modern storage platforms, including encryption at rest and in transit, role-based access control, and audit logging. These features must be properly configured to ensure that only authorized users can manage or access storage resources. Software-defined environments also support integration with identity providers to maintain centralized user management. For the certification, understanding how storage security aligns with broader cloud security models is necessary for maintaining compliance and data protection.
To summarize, hyperconverged infrastructure and software-defined storage offer a modern, scalable, and policy-driven approach to data management in cloud environments. By combining compute, storage, and networking in unified nodes, H C I simplifies deployment and operations. Meanwhile, S D S separates storage services from hardware, enabling flexibility, automation, and fine-grained control. Both systems support performance tuning, multi-tenant use, and hybrid deployment scenarios. The Cloud Plus certification expects candidates to design, implement, monitor, and optimize these systems as part of a robust, cloud-enabled infrastructure strategy.

Episode 90 — Hyperconverged Storage and Software-Defined Storage (SDS)
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