Last updated: May 2026
300-610 DCID — Cisco Data Center Design Specialist
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▶Cisco Data Center Design Specialist — Practice Set 1: All Questions & Explanations
Full question text, answer options, and explanations for this practice set — a spoiler-free alternative is the interactive quiz above for scored, shuffled practice.
. Why is it a best practice to minimize the Spanning Tree Protocol (STP) domain in a modern data center design?
- A. STP convergence time after a topology change can cause seconds to minutes of traffic loss, and STP does not support ECMP load balancing across redundant paths(correct)
- B. STP consumes too much CPU on Nexus switches due to BPDU processing overhead
- C. STP is incompatible with VXLAN VNI configuration on Nexus 9000 switches
- D. STP only supports a maximum of 128 VLANs per domain, limiting scalability
Explanation: In data center environments, STP is undesirable because reconvergence after a topology change (even with RSTP) introduces traffic disruption (typically 1–4 seconds for port transitions), and STP inherently blocks redundant paths to prevent loops — preventing ECMP utilization of all uplinks. Modern DC designs use routing protocols (BGP, OSPF) at the access layer (routed access) or VXLAN/EVPN to achieve sub-second convergence and full ECMP across all paths. STP CPU overhead and VLAN limitations are not the primary design concerns.
. A data center architect is designing the vPC peer-keepalive path. The architect has two options: use a dedicated out-of-band management network or use a Layer 3 SVI on the same switches (in-band). What is the recommended best practice for the peer-keepalive path?
- A. Use the in-band SVI over the production network — fewer cables simplify operations
- B. Use a dedicated out-of-band path (management network or dedicated Layer 3 link) so the keepalive is independent of production network failures(correct)
- C. The peer-keepalive should always traverse the peer-link port-channel for efficiency
- D. The keepalive path does not matter as long as both switches are powered on
Explanation: The vPC peer-keepalive link must be reachable even when the peer-link and production network fail. Using the out-of-band management network (or a dedicated routed link separate from production traffic) ensures that when the peer-link goes down, the secondary vPC peer can use the keepalive to determine whether the primary is alive. If the keepalive uses the same production path as the peer-link, a simultaneous failure of both would leave the secondary unable to determine the primary's state — potentially causing it to remain suspended or assume dual-active incorrectly. The keepalive must never traverse the peer-link itself.
. A data center design uses a routed access layer (Layer 3 to the top-of-rack switch) instead of a traditional Layer 2 access design. What is the primary benefit of this design?
- A. Routed access eliminates the need for any Layer 2 protocol and allows ECMP load balancing from the access layer upward, with fast routing protocol convergence(correct)
- B. Routed access allows VLANs to span the entire data center for VM mobility
- C. Routed access requires fewer physical cables than Layer 2 access designs
- D. Routed access simplifies VXLAN configuration by eliminating the need for VNIs
Explanation: A routed access layer design runs a routing protocol (typically BGP or OSPF) from the access switch upward, enabling ECMP load balancing across all available uplinks from day one. This eliminates STP blocking, reduces convergence time to milliseconds (routing protocol timers vs STP timers), and provides loop-free equal-cost multipathing at every tier. The trade-off is that VLAN boundaries are limited to each access switch (no Layer 2 stretching), so VM mobility across racks requires an overlay like VXLAN. Routed access does not inherently simplify VXLAN — it is complementary to VXLAN.
. A data center network uses BGP as the underlay routing protocol in a spine-leaf fabric. Compared to OSPF, what is a key design advantage of BGP for large-scale data center underlay routing?
- A. BGP has faster convergence than OSPF for all failure scenarios in a data center
- B. BGP provides fine-grained policy control via communities, attributes, and route filtering, and scales better in multi-tenant/multi-domain environments by separating failure domains through AS boundaries(correct)
- C. BGP does not require IP addresses on spine-leaf interconnect links, reducing operational complexity
- D. BGP automatically load-balances across ECMP paths without any additional configuration
Explanation: In large-scale data center fabrics (such as those used by hyperscalers), eBGP is preferred over OSPF as the underlay protocol because each leaf and spine can be in its own AS (unnumbered BGP), providing autonomous failure domain isolation. BGP's rich policy mechanisms (communities, local preference, MED) enable traffic engineering that OSPF cannot match. BGP also scales horizontally without the flooding/SPF concerns of OSPF in very large fabrics. OSPF can converge faster with tuned timers in small fabrics, and both protocols require ECMP configuration. BGP does require IP addresses on interconnects unless unnumbered BGP is used.
. In a data center with a vPC domain, an architect wants to use HSRP on the two vPC peer switches to provide a default gateway for servers. The architect notices that with standard HSRP, the standby vPC peer forwards traffic to the HSRP active peer across the peer-link, adding a hop. Which Cisco feature eliminates this peer-link hop for gateway traffic?
- A. vPC Peer Gateway — allows each vPC peer to locally route/forward traffic destined to the other peer's HSRP virtual MAC address(correct)
- B. VRRP with preemption enabled on both peers simultaneously
- C. Running OSPF instead of HSRP between the two vPC peers
- D. Enabling GLBP (Gateway Load Balancing Protocol) — both peers become active virtual forwarders
Explanation: The 'vpc peer-gateway' command in the vPC domain configuration enables each vPC peer to locally respond to traffic destined to the other peer's MAC address (including the HSRP virtual MAC and the peer's own MAC). Without this feature, frames sent to the standby peer using the active's MAC are forwarded across the peer-link unnecessarily. With peer-gateway enabled, the receiving peer processes these frames locally, eliminating the suboptimal peer-link hop for gateway traffic. VRRP, OSPF, and GLBP do not solve this specific vPC HSRP traffic path problem.
. An architect is designing a spine-leaf fabric where each leaf connects to every spine with 25GE links. There are 4 spines. A server connects to the leaf with two 10GE links. What is the oversubscription ratio at the leaf if each leaf has 48 × 10GE downlinks and 4 × 25GE uplinks?
- A. 1:1 (non-blocking)
- B. 4.8:1 (480 Gbps downlinks vs 100 Gbps uplinks)(correct)
- C. 2.4:1 (480 Gbps downlinks vs 200 Gbps bidirectional uplinks)
- D. 12:1 (480 Gbps downlinks vs 40 Gbps single uplink)
Explanation: Oversubscription ratio = total downlink bandwidth ÷ total uplink bandwidth. Downlinks: 48 × 10 Gbps = 480 Gbps. Uplinks: 4 × 25 Gbps = 100 Gbps. Oversubscription = 480 ÷ 100 = 4.8:1. This is a common calculation in data center design — a 4.8:1 ratio is acceptable for most enterprise workloads where not all servers transmit at line rate simultaneously. Option C incorrectly counts uplink bandwidth as bidirectional. Option D counts only one uplink. Option A would require equal downlink and uplink capacity.
. A network architect is selecting a data center network topology. The design requires that any server can communicate with any other server with a predictable, consistent latency (any-to-any). Which topology best meets this requirement?
- A. Three-tier (core-aggregation-access) hierarchical topology
- B. Spine-leaf (Clos) topology(correct)
- C. Ring topology with SONET/SDH protection
- D. Bus topology with shared backplane
Explanation: A spine-leaf (two-tier Clos) topology provides consistent any-to-any latency because every leaf connects to every spine, ensuring that any two servers (on the same or different leaves) are always exactly two hops apart (leaf → spine → leaf). This equal-hop-count property is fundamental to the Clos topology. Three-tier topologies have variable hop counts depending on source and destination location. Ring and bus topologies are not used in modern data center network design.
. An architect designs a VXLAN BGP EVPN fabric for a multi-tenant data center. Each tenant must have isolated routing. Which VXLAN component provides per-tenant Layer 3 routing isolation?
- A. A unique L2VNI for each tenant VLAN
- B. A unique L3VNI associated with a per-tenant VRF(correct)
- C. A unique Bridge Domain SVI per tenant
- D. A unique BGP AS number per tenant in the underlay
Explanation: In VXLAN BGP EVPN multi-tenancy, each tenant is assigned a dedicated VRF (Virtual Routing and Forwarding instance) for routing isolation. The L3VNI (Layer 3 VNI) is the VXLAN encapsulation identifier associated with that VRF — it is used to carry inter-subnet routed traffic between VTEPs within the same tenant VRF. L2VNIs provide per-VLAN segment isolation but do not provide Layer 3 routing separation. Per-tenant SVIs exist but routing isolation is enforced by the VRF, not the SVI alone. BGP AS numbers are for the underlay routing protocol and are not per-tenant.
. A large enterprise has two data centers and needs to extend Layer 2 VLANs between them over an MPLS WAN while preventing STP from spanning the WAN link. The solution must also provide a centralized control point for MAC routing decisions. Which Cisco DCI technology is most appropriate?
- A. VXLAN with BGP EVPN between two border leaf VTEPs
- B. Cisco Overlay Transport Virtualization (OTV)(correct)
- C. Q-in-Q (802.1ad) VLAN tunneling over the MPLS WAN
- D. OMP (Overlay Management Protocol) in Cisco SD-WAN
Explanation: Cisco OTV is specifically designed for data center interconnect over IP or MPLS WANs. OTV features STP isolation at each site (BPDUs are not forwarded over the OTV overlay), an Adjacency Server for control-plane MAC learning, and a site VLAN mechanism to prevent duplicate flooding. OTV provides MAC routing over the overlay, giving a centralized control point for MAC reachability. VXLAN BGP EVPN DCI is also valid for modern deployments but is not the traditional Cisco OTV answer for this specific set of requirements. Q-in-Q does not inherently block STP. OMP is for SD-WAN routing, not L2 extension.
. A company operates two ACI fabrics in different data centers and wants to extend policies and EPGs between them. Which Cisco solution provides a centralized policy orchestration layer for multi-site ACI deployments?
- A. Cisco DCNM (Nexus Dashboard Fabric Controller) — Multi-Site Manager
- B. Cisco Multi-Site Orchestrator (MSO) / Nexus Dashboard Orchestrator (NDO)(correct)
- C. Cisco vCenter Plugin for ACI — ACI VMM Domain Multi-Site Extension
- D. A second APIC cluster with remote leaf connectivity to both sites
Explanation: Cisco Multi-Site Orchestrator (MSO), now called Nexus Dashboard Orchestrator (NDO), is the centralized management and policy orchestration platform for ACI Multi-Site deployments. NDO manages multiple APIC domains (sites), allowing administrators to define schemas and templates that stretch EPGs, VRFs, and Bridge Domains across sites — ensuring consistent policy enforcement. NDO communicates with each site's APIC cluster independently. DCNM/NDFC manages NX-OS fabric deployments, not ACI multi-site policy. The vCenter plugin manages VMM integration per-site. A second APIC cluster would create a separate fabric, not extend policies.
. In a VXLAN BGP EVPN fabric, an architect must choose between a centralized L3 gateway and a distributed anycast gateway for inter-subnet routing. What is the primary advantage of a distributed anycast gateway?
- A. Distributed anycast gateway reduces the number of BGP EVPN route types required
- B. Every leaf switch acts as the default gateway for locally attached hosts, so inter-subnet traffic is routed at the first-hop leaf without traversing a central gateway — reducing latency and eliminating traffic concentration(correct)
- C. Distributed anycast gateway eliminates the need for L3VNIs in the fabric
- D. Distributed anycast gateway provides a single point of policy enforcement for security firewalling
Explanation: With a distributed anycast gateway, every leaf switch is configured with the same virtual IP and MAC for each VNI gateway. When a host sends inter-subnet traffic, it is routed locally at the first-hop leaf — the packet is encapsulated into VXLAN with the L3VNI and forwarded directly to the destination leaf's VTEP. This eliminates the hairpin through a centralized gateway, reducing east-west latency and removing the central gateway as a bottleneck. L3VNIs are still required. BGP EVPN route types are unchanged. Distributed gateway actually distributes policy enforcement rather than centralizing it.
. A network architect is evaluating data center interconnect options: dark fiber, DWDM, and SD-WAN. The company has two data centers 50 km apart with very high bandwidth requirements (multiple 100GE circuits). Which interconnect option provides the highest bandwidth at the lowest cost per bit over this distance?
- A. SD-WAN over broadband internet — lowest cost, highest flexibility
- B. Dark fiber with direct optical connections — leverages owned fiber for maximum bandwidth and lowest latency
- C. DWDM (Dense Wavelength Division Multiplexing) — multiplexes many 100GE or 400GE wavelengths over a single fiber pair, optimizing cost per bit at high bandwidth(correct)
- D. MPLS VPN from a service provider — best SLA guarantees
Explanation: For very high bandwidth data center interconnect over distances where dark fiber may not be owned or available, DWDM is the most cost-effective option. DWDM multiplexes dozens to hundreds of wavelengths over a single fiber pair, each wavelength carrying 100 Gbps or 400 Gbps — achieving aggregate bandwidths of tens of terabits per second on a single fiber pair. This dramatically reduces cost per bit compared to running multiple separate fiber pairs. Dark fiber (Option B) requires owning or leasing fiber and is less efficient per fiber strand. SD-WAN over broadband cannot provide the required bandwidth. MPLS VPN has higher cost per bit at extreme bandwidths.
. A data center architect is designing a Cisco UCS domain for 200 blade servers. Which component provides the centralized management plane for the entire UCS domain, including service profile management and policy enforcement?
- A. Cisco Integrated Management Controller (IMC) on each blade
- B. Cisco UCS Manager (UCSM) embedded in the Fabric Interconnects(correct)
- C. Cisco APIC — the UCS Manager is an APIC module
- D. VMware vCenter with the Cisco UCS plugin
Explanation: Cisco UCS Manager (UCSM) is embedded in the Fabric Interconnect pair and provides centralized management for the entire UCS domain — including service profile creation and association, pool management (MAC, WWN, UUID), firmware management, BIOS policies, and fault management. UCSM runs in an active/standby model across the two Fabric Interconnects. The IMC is used only for standalone C-Series rack servers not connected to FIs. APIC manages ACI fabrics and is not a UCS management platform. vCenter manages virtual machines but does not manage UCS hardware identity.
. An architect is designing a compute environment for a virtualized workload that requires shared storage access from all hypervisor hosts and flexible scale-out. Which UCS deployment model best meets these requirements?
- A. UCS C-Series standalone servers with local NVMe storage and no Fabric Interconnect
- B. UCS B-Series blade servers connected to Fabric Interconnects with SAN storage (FC or FCoE) for shared block storage(correct)
- C. UCS C-Series servers in IME (Integrated Management Environment) mode with iSCSI storage only
- D. HyperFlex converged nodes configured with each node using only its local storage, no cluster replication
Explanation: For virtualized workloads requiring shared storage access from all hypervisor hosts (necessary for vSphere HA, vMotion, and DRS), UCS B-Series blades connected to Fabric Interconnects with SAN (FC via MDS or FCoE) or NAS storage is the traditional enterprise design. The Fabric Interconnects provide centralized switching for both LAN and SAN traffic, and shared block storage (SAN) allows all hosts to access the same datastores. Standalone C-Series with local storage prevents vMotion. HyperFlex clusters do provide shared storage across nodes but Option D incorrectly describes it as no-replication isolated storage.
. A solutions architect is sizing a Cisco HyperFlex cluster for a production workload that requires 48 TB of usable storage capacity with a replication factor of 2 (RF2). How much raw storage must be provisioned across the cluster nodes (assuming no spare capacity)?
- A. 48 TB raw — RF2 does not consume additional capacity
- B. 96 TB raw — RF2 stores 2 copies of every data block(correct)
- C. 144 TB raw — RF2 requires 3 copies for quorum
- D. 72 TB raw — RF2 uses erasure coding with 1.5x overhead
Explanation: With Replication Factor 2 (RF2), Cisco HyperFlex stores exactly 2 copies of every data block across different nodes. To achieve 48 TB of usable capacity, the cluster requires 48 TB × 2 = 96 TB of raw storage. RF2 is not erasure coding — it is full mirroring, so the overhead is exactly 2x. RF3 would require 3x raw capacity (144 TB for 48 TB usable). This calculation is fundamental to HyperFlex cluster sizing. Additional overhead for spare capacity, metadata, and cluster filesystem should also be factored into a real-world deployment.
. An architect is choosing between N+1 and N+2 HA design for a VMware vSphere cluster running mission-critical workloads on Cisco UCS B-Series. What does N+2 HA provide that N+1 does not?
- A. N+2 HA can tolerate two simultaneous host failures and still restart all VMs on the remaining hosts, whereas N+1 HA can only tolerate one host failure(correct)
- B. N+2 HA uses vSphere FT (Fault Tolerance) with two shadow VMs, while N+1 uses vSphere HA restart
- C. N+2 HA doubles the storage capacity, whereas N+1 only doubles the compute capacity
- D. N+2 HA requires Cisco HyperFlex, while N+1 only requires standard shared storage
Explanation: In vSphere HA cluster design, N+1 means the cluster has one extra host's worth of compute capacity reserved — allowing all VMs from one failed host to be restarted on remaining hosts. N+2 means two hosts' worth of capacity is reserved — tolerating two simultaneous host failures. N+2 is appropriate for mission-critical workloads where the probability of a second failure during the repair window is non-negligible. N+2 requires more physical servers (more capital expense) but provides higher availability. N+2 does not imply vSphere FT (which is per-VM continuous availability, not a cluster-level HA setting).
. A company wants to manage multiple Cisco UCS domains globally from a single cloud-based portal with cross-domain visibility, automated recommendations, and policy-based management. Which management option achieves this?
- A. Deploy separate UCS Manager instances and use CSV export to aggregate data
- B. Migrate all UCS domains to Intersight Managed Mode and use Cisco Intersight as the single management plane(correct)
- C. Deploy a single UCS domain globally with one pair of Fabric Interconnects
- D. Use Cisco Prime Infrastructure to poll each UCS Manager via SNMP
Explanation: Cisco Intersight in Intersight Managed Mode (IMM) provides a cloud-delivered SaaS management platform that centralizes management of multiple UCS domains globally. It offers cross-domain inventory, health, and policy management in a single pane of glass, along with AI/ML-driven recommendations based on telemetry from Cisco's installed base. This eliminates the need for per-domain UCSM management and provides API-first automation capabilities. Separate UCSM instances with CSV exports do not provide unified management. A single global FI pair is not a valid design for geographically distributed sites. Prime Infrastructure is an enterprise network management tool, not a UCS-specific manager.
. In a Fibre Channel SAN design, what is the best practice regarding the number of initiator WWPNs (server HBAs) per zone?
- A. Place all initiators and all targets in a single zone for simplicity
- B. Use single-initiator zoning — one initiator WWPN per zone, with all relevant target WWPNs(correct)
- C. Place all initiators in one zone and all targets in a separate zone
- D. Use VSAN membership instead of zoning for initiator-target separation
Explanation: Single-initiator zoning is the industry best practice for FC SANs. Each zone contains exactly one initiator WWPN (the server's HBA port) along with the target WWPNs (storage array ports) that the initiator is permitted to access. This limits the blast radius of any fault or misconfiguration — a rogue or failing initiator cannot affect other initiators' sessions. Single-initiator zoning also improves security by minimizing which devices each initiator can communicate with. Placing all devices in one zone creates a single flat broadcast domain that is unmanageable and insecure. Separating all initiators and all targets in two zones does not work because zone members communicate only within their zone.
. A storage network architect is designing an FCoE fabric. The design uses Cisco Nexus 5000 series switches as Fibre Channel Forwarders (FCFs). Which design consideration must the architect address when deploying FCoE on the access Ethernet switches that connect servers?
- A. Access switches must support FIP (FCoE Initialization Protocol) Snooping to prevent unauthorized FCoE login and enforce per-port FCoE security(correct)
- B. Access switches must be replaced with dedicated FC switches for FCoE traffic segregation
- C. FCoE requires jumbo frames (9216 MTU) on all Ethernet interfaces, including server uplinks
- D. Access switches must run NX-OS to participate in the FCoE fabric as secondary FCFs
Explanation: When access-layer Ethernet switches are not FCFs but pass FCoE traffic toward an FCF (like a Cisco Nexus 5000), they must support FIP (FCoE Initialization Protocol) Snooping. FIP Snooping Bridges (FSBs) inspect and enforce FIP frames, preventing unauthorized FCoE logins and ensuring only legitimate FCoE initialization traffic is forwarded to the FCF. Without FIP Snooping, the access switch passes all FCoE traffic indiscriminately, creating security gaps. Access switches do not need to be FC switches, do not need to run NX-OS, and FCoE does not inherently require jumbo frames for standard Ethernet FCoE segments (though it is recommended for some deployments).
. A storage architect is designing an NVMe over Fabrics (NVMe-oF) solution using RoCEv2 (RDMA over Converged Ethernet v2). Which Ethernet quality-of-service mechanism is mandatory on all switches in the NVMe-oF RoCEv2 fabric to ensure lossless delivery?
- A. DSCP-based QoS marking on all NVMe frames at the server NIC
- B. Priority Flow Control (PFC) on the specific CoS/priority queue carrying RDMA traffic(correct)
- C. Weighted Fair Queuing (WFQ) with guaranteed bandwidth for storage traffic
- D. Jumbo frames (9216 MTU) on all switch ports
Explanation: RDMA (including RoCEv2) is highly sensitive to packet loss — even a single dropped packet can cause an RDMA operation to fail or significantly impact performance because RDMA does not use TCP's loss recovery. Priority Flow Control (PFC, IEEE 802.1Qbb) provides per-priority-class pause frames that allow a receiver to pause a specific CoS queue on its upstream neighbor when its buffer is filling — creating a lossless Ethernet environment for RDMA traffic. All switches in the fabric must support and have PFC enabled on the RDMA priority queue. ECN (Explicit Congestion Notification) is also recommended (DCB/DCQCN) for congestion management, but PFC is the mandatory lossless mechanism. Jumbo frames reduce fragmentation but do not prevent loss.
. A storage architect is selecting between a modular FC SAN director (such as Cisco MDS 9710) and a fixed-configuration modular switch (such as Cisco MDS 9396) for a large enterprise SAN. What is the primary advantage of the director-class switch?
- A. Director-class switches support higher port speeds (32G/64G FC) unavailable on fixed switches
- B. Director-class switches provide non-disruptive in-service software upgrades (ISSU) and redundant supervisor modules, enabling maintenance without SAN disruption(correct)
- C. Director-class switches have lower initial cost, making them more suitable for large-scale deployments
- D. Director-class switches eliminate the need for ISL trunking between switches
Explanation: The primary design advantage of a director-class MDS switch (such as the MDS 9710 or 9706) over a fixed-configuration switch is the support for In-Service Software Upgrades (ISSU) and redundant supervisor modules. ISSU allows NX-OS software upgrades to be applied without taking the switch offline — critical for 24/7 SAN environments. Redundant supervisors ensure that a supervisor failure does not cause a SAN outage. Both directors and fixed-configuration MDS switches support modern FC speeds. Director-class switches have higher initial cost (not lower). ISL trunking is independent of switch class.
. An architect is designing Day-0 provisioning for new Cisco Nexus switches. The goal is zero-touch deployment where the switch auto-provisions its software and configuration upon first boot. Which Cisco Nexus feature enables this?
- A. Zero-Touch Provisioning (ZTP) via USB
- B. POAP (Power-On Auto Provisioning) over DHCP/TFTP/HTTP(correct)
- C. ISSU (In-Service Software Upgrade) for initial software installation
- D. Cisco DCNM Smart Install feature
Explanation: POAP (Power-On Auto Provisioning) is the Cisco NX-OS feature that enables zero-touch deployment of Nexus switches. When a Nexus switch boots with no startup-config, POAP automatically triggers a DHCP request on the management interface. The DHCP server returns an IP address and a pointer to a TFTP or HTTP server. The switch downloads a POAP Python script, which orchestrates downloading the appropriate NX-OS image and configuration file. POAP eliminates the need for any manual console configuration for Day-0 deployment. ZTP via USB requires physical access. ISSU is for upgrades, not initial provisioning.
. A DevOps team wants to apply Infrastructure-as-Code (IaC) principles to Cisco UCS deployments. Which tool would allow the team to define UCS domain configurations (service profiles, policies, pools) declaratively in code and manage them using version control?
- A. Ansible ad-hoc commands against UCS Manager
- B. Terraform with the CiscoDevNet/intersight or ucsm Terraform provider(correct)
- C. Manual UCS Manager GUI configuration with exported backup files
- D. Cisco UCSM CLI scripts pushed via SSH in a cron job
Explanation: Terraform with the Cisco UCS or Intersight Terraform provider enables true Infrastructure-as-Code for UCS deployments. Terraform declarative configuration files (HCL) describe the desired state of UCS objects (service profiles, pools, policies, vNIC templates), and Terraform calculates the diff and applies changes in a structured, version-controllable, and repeatable manner. This fulfills IaC principles: versioning, code review, automated apply, and state tracking via Terraform state files. Ansible ad-hoc commands are procedural and lack state tracking. Manual GUI configuration is not IaC. CLI scripts via SSH are not declarative and have no state management.
. An automation architect is designing an ACI deployment using intent-based networking principles. The team wants to define the application network policy (tenants, EPGs, contracts) in a version-controlled repository and apply them automatically. Which tool is best suited for this?
- A. Cisco APIC GUI with manual export of configuration snapshots
- B. Ansible with the cisco.aci collection, using APIC REST API modules to apply tenant/EPG/contract definitions from playbooks stored in Git(correct)
- C. Cisco Nexus Dashboard Insights for automated policy recommendation
- D. VMware NSX-T with ACI integration for automated policy sync
Explanation: The cisco.aci Ansible collection provides purpose-built modules (aci_tenant, aci_vrf, aci_bd, aci_epg, aci_contract, etc.) that interact with the APIC REST API to manage ACI logical objects. Storing Ansible playbooks in a Git repository enables version control, code review, CI/CD pipeline integration, and automated policy deployment — fulfilling intent-based networking IaC principles. The APIC GUI is manual and not version-controlled. Nexus Dashboard Insights provides observability and recommendations but not policy-as-code deployment. VMware NSX-T is a separate SDN platform.
. A data center architect is designing a Day-2 automation platform for ongoing operational management of a Cisco NX-OS spine-leaf fabric. The platform must provide real-time anomaly detection, flow telemetry analysis, and automated fault correlation. Which Cisco solution is designed specifically for this operational intelligence use case?
- A. Cisco Nexus Dashboard Fabric Controller (NDFC) — fabric management and provisioning
- B. Cisco Nexus Dashboard Insights — AI/ML-powered network assurance, anomaly detection, and flow analysis(correct)
- C. Cisco Intersight Workload Optimizer — compute resource optimization
- D. Cisco DNAC (Catalyst Center) — campus network assurance
Explanation: Cisco Nexus Dashboard Insights (NDI) is the application on the Nexus Dashboard platform specifically designed for Day-2 operational intelligence for data center fabrics. NDI collects telemetry from ACI and NX-OS fabrics, performs AI/ML-based anomaly detection, provides flow analysis (using Streaming Telemetry and Network Assurance Engine technology), and correlates faults across the fabric. This makes it the appropriate tool for the described use case. NDFC (formerly DCNM) handles Day-0/1/2 fabric provisioning but not advanced anomaly detection. Intersight Workload Optimizer focuses on compute workload placement. Catalyst Center is for campus/enterprise networks, not data center fabric.