Infrastructure
Maintenance Training
for HPC is about moving from "Reactive Firefighting" to
"Proactive Reliability."
An HPC
cluster is a Formula 1 car, not a family sedan. It runs hot, it runs fast, and
parts break constantly. If your staff waits for a red light on a dashboard to
fix something, the cluster is already losing money. Effective training focuses
on Predictive Maintenance, Hardware Swapping Drills, and Root
Cause Analysis.
Here is the
detailed breakdown of the maintenance curriculum (Hardware, System, Facility),
the "Fire Drill" methodology, and the toolset, followed by the
downloadable Word file.
1. The
Maintenance Layers
Staff needs
to be trained on three distinct physical layers.
A. The
Hardware Layer (The Metal)
- The Skill: Safely swapping components
without taking the whole cluster down.
- Training
Drills:
- Hot Swapping: Pulling a failed power supply
unit (PSU) or fan while the node is still running.
- DIMM Reseating: Identifying which specific
stick of RAM is throwing ECC errors (using IPMI logs) and replacing it.
- Cable Hygiene: Managing fiber optic cables
(InfiniBand) effectively. A 1mm bend radius on a fiber cable breaks the
glass inside.
B. The
System Layer (The OS)
- The Skill: Managing the "State"
of the nodes.
- Training
Drills:
- Draining Nodes: How to tell the scheduler
(Slurm) "Don't send new jobs to Node 50," wait for current jobs
to finish, and then reboot it.
- Image Provisioning: Using tools like Warewulf or
xCAT to re-flash a corrupted OS image in 5 minutes.
- Firmware Updates: Coordinating a BIOS/BMC
update across 1,000 nodes simultaneously without bricking them.
C. The
Facility Layer (Power & Cooling)
- The Skill: Understanding the environment
that keeps the servers alive.
- Training
Drills:
- Leak Response: What to do if a Direct Liquid
Cooling (DLC) manifold drips on a CPU. (Step
1: Emergency Power Off).
- Thermal Monitoring: Reading the CDU (Coolant
Distribution Unit) panel. Understanding "Approach Temperature" and "Flow Rate."
2. The "Game Day" Methodology
Lectures
don't work for maintenance. You need Chaos Engineering drills.
- Scenario
1: The "Split Brain"
- Simulation: Unplug the network cable
between the two head nodes.
- Task: Staff must identify which
Head Node is active and ensure they don't both try to write to the
storage at the same time (which corrupts data).
- Scenario
2: The "Lustre Lock"
- Simulation: Kill a storage server
process.
- Task: Staff must restart the
service and recover the file system journals before users notice the I/O
freeze.
3. Operational Best Practices
- Ticket Hygiene: Every maintenance action must
be logged. "If it isn't in Jira, it didn't happen."
- Change Management: Never patch the production
cluster on a Friday afternoon. Establish a "Maintenance Window"
(e.g., first Tuesday of the month).
- Spares Management: Training on inventory. If a
node dies, do we have a spare CPU on the shelf? If
not, the node is dead for
4 weeks.
4. Key Applications & Tools
|
Category
|
Tool
|
Usage
|
|
Provisioning
|
Warewulf / xCAT
|
The
standard tools for stateless cluster management. Re-images nodes on every
reboot.
|
|
Monitoring
|
Nagios / Icinga
|
The
"Red Light" dashboard. Alerts staff if a temperature sensor goes
above threshold.
|
|
Metrics
|
Prometheus + Grafana
|
The
"Trend" dashboard. Shows if CPU temperature is slowly creeping up
over 6 months (indicating dust buildup).
|
|
Hardware
|
IPMItool
|
Command-line
tool to talk to the Baseboard Management Controller (BMC). Used to remotely
power cycle a frozen node.
|