Description

This curriculum spans the technical and operational rigor of a multi-workshop infrastructure transformation program, addressing the same decision frameworks and implementation challenges seen in enterprise cloud migrations, resilience hardening, and cross-platform governance initiatives.

Module 1: Strategic Infrastructure Planning and Capacity Modeling

Selecting between predictive and reactive capacity scaling models based on historical utilization trends and business growth forecasts.
Defining service tier thresholds for CPU, memory, and I/O to align infrastructure provisioning with application performance SLAs.
Conducting right-sizing assessments for virtual machines and containers to eliminate resource over-provisioning and reduce licensing costs.
Integrating infrastructure demand signals from project portfolios into long-term capital expenditure planning cycles.
Evaluating the trade-offs between on-premises capacity expansion and cloud burst strategies during peak workloads.
Establishing capacity review cadence with application owners to validate forecast accuracy and adjust provisioning plans.

Module 2: Hybrid and Multi-Cloud Infrastructure Integration

Designing network topology to support low-latency, secure connectivity between on-premises data centers and multiple cloud providers.
Implementing consistent identity federation and role-based access control across cloud and on-prem environments.
Selecting data replication methods (synchronous vs. asynchronous) based on RPO requirements and cross-region latency constraints.
Standardizing monitoring agent deployment and telemetry collection across heterogeneous cloud platforms.
Enforcing cloud service broker policies to prevent unauthorized provisioning and maintain compliance posture.
Managing egress cost exposure by optimizing data transfer patterns and caching strategies between cloud zones.

Module 3: Infrastructure Automation and Configuration Management

Choosing between agent-based and agentless automation tools based on security policies and target system constraints.
Structuring configuration templates to support environment-specific parameterization without introducing configuration drift.
Implementing change windows and rollback mechanisms for automated infrastructure updates in production environments.
Integrating infrastructure as code (IaC) pipelines with version control and peer review workflows to enforce change governance.
Validating configuration compliance using drift detection tools and scheduled reconciliation jobs.
Managing secret storage and credential rotation within automation frameworks to meet audit requirements.

Module 4: Resilience, High Availability, and Disaster Recovery

Designing failover clusters with quorum configurations that balance availability and split-brain risk.
Mapping critical applications to infrastructure redundancy tiers based on business impact analysis outcomes.
Testing disaster recovery runbooks under network partition scenarios to validate failover decision logic.
Configuring storage replication consistency groups to maintain data integrity across distributed systems.
Allocating standby capacity in secondary sites to meet RTO targets without incurring idle resource costs.
Coordinating DNS and load balancer reconfiguration as part of automated failover sequences.

Module 5: Performance Monitoring and Infrastructure Telemetry

Defining baseline performance metrics for infrastructure components using statistical analysis of operational data.
Selecting sampling rates and retention periods for telemetry data based on troubleshooting needs and storage costs.
Correlating infrastructure metrics with application performance indicators to isolate root cause during incidents.
Implementing dynamic thresholding for alerting to reduce false positives in variable workload environments.
Deploying synthetic transactions to proactively validate end-to-end service availability across infrastructure layers.
Integrating infrastructure telemetry with AIOps platforms for anomaly detection and pattern recognition.

Module 6: Security and Compliance in Infrastructure Operations

Hardening operating system images and hypervisor configurations to meet industry-specific regulatory benchmarks.
Implementing network segmentation and micro-segmentation policies to limit lateral movement during breaches.
Scheduling and validating patch deployment cycles for infrastructure components without disrupting service availability.
Conducting periodic access reviews for privileged infrastructure accounts across cloud and on-prem systems.
Enabling hardware-based attestation for secure boot and firmware integrity validation in physical servers.
Integrating infrastructure logs with SIEM systems using normalized formats for correlation and threat detection.

Module 7: Cost Management and Resource Governance

Allocating infrastructure costs to business units using tagging strategies and chargeback/showback models.
Implementing auto-remediation policies for untagged or idle resources to enforce cost accountability.
Negotiating reserved instance commitments based on utilization stability and financial trade-offs.
Establishing approval workflows for high-cost infrastructure requests such as GPU instances or large databases.
Conducting quarterly cost reviews with stakeholders to identify optimization opportunities and waste reduction.
Using showback reports to influence application design decisions toward more cost-efficient infrastructure patterns.

Module 8: Lifecycle Management and Technology Refresh

Developing end-of-life migration plans for legacy hardware and software based on vendor support timelines.
Coordinating firmware and driver updates across server, storage, and network components to maintain compatibility.
Assessing technical debt in infrastructure configurations during refresh cycles to prevent carryover issues.
Validating interoperability of new infrastructure components with existing monitoring and management tools.
Planning data migration windows and cutover procedures for storage array replacements with minimal downtime.
Disposing of decommissioned hardware in compliance with data sanitization and environmental regulations.