# Proxmox Cluster Project Report

**Date:** 2026-07-27 (re-audited)
**Prepared by:** Performance Optimization Engagement
**Status:** Comprehensive fleet assessment with VM placement and redundancy analysis

**Data freshness:** All 7 hosts re-audited at 21:50 CDT 2026-07-27 via
`deploy-check.sh`. VM placements reflect live state after user's PDM
migrations. This is ground truth.

---

## Table of Contents

1. [Executive Summary](#1-executive-summary)
2. [Host Fleet](#2-host-fleet)
3. [Storage Architecture](#3-storage-architecture)
4. [VM Fleet Inventory](#4-vm-fleet-inventory)
5. [Kubernetes Node Distribution](#5-kubernetes-node-distribution)
6. [Storage Redundancy Analysis](#6-storage-redundancy-analysis)
7. [Local SSD/NVMe Opportunity](#7-local-ssdnvme-opportunity)
8. [Role Alignment Audit](#8-role-alignment-audit)
9. [Network Findings](#9-network-findings)
10. [Recommendations](#10-recommendations)
11. [Hardware End-of-Support Exposure](#11-hardware-end-of-support-exposure)
12. [Open Items](#12-open-items)

---

## 1. Executive Summary

The cluster consists of 7 active Proxmox hosts and 1 incoming (pfv-tsys2),
running 43 VMs across two NFS storage servers (tsys4, tsys5). Host-side
performance tunings are complete on 5 of 7 hosts. Two hosts (tsys4, tsys5)
are blocked on physical hardware work scheduled for Friday.

**Progress since initial audit:** The user has been actively rebalancing k8s
nodes via PDM. Storage distribution improved from 90%/10% (tsys4/tsys5) to
73%/27%. One cnode now uses tsys5 storage (cnode5 on S2). More migration
needed for etcd quorum survival.

The VM-layer assessment reveals:

| # | Finding | Severity | Status |
|---|---------|----------|--------|
| 1 | **4 of 5 cnodes still store disks on tsys4 NFS.** cnode5 moved to tsys5. Still need 1-2 more moves for quorum survival. | **CRITICAL** | Improving |
| 2 | **Both -01/-02 infrastructure pairs (netinfra, UCS) on tsys4 NFS only.** | **HIGH** | TODO today |
| 3 | **No k8s node uses SSD or NVMe yet.** tsys3 has 349 GB unused local NVMe; tsys9 has 136 GB local SSD. | **HIGH** | Deferred to k8s session |
| 4 | **D3 SSD (tsys4, USB) is 99% empty (445 GB free).** Moving to tsys5 SAS Friday. | **MEDIUM** | Friday |

---

## 2. Host Fleet

### 2.1 Inventory

| Host | Model | CPU (year) | Cores | RAM | Local Disk | Role (intended) | Tuning |
|------|-------|-----------|-------|-----|-----------|-----------------|--------|
| pfv-tsys1 | OptiPlex 9020 | i7-4770 Haswell (2013) | 4c/8t | 32 GB DDR3 | HDD (LVM-thin) | **Infrastructure** | Done |
| pfv-tsys2 | Precision 5520 | i7-7820HQ Kaby Lake (2017) | 4c/8t | 32 GB (max) | **NVMe 512GB + SATA SSD 1TB** | **Kubernetes** | Incoming (Win10) |
| pfv-tsys3 | Precision 7510 | Xeon E3-1535M v5 Skylake (2015) | 4c/8t | 32 GB DDR4 | HDD (LVM-thin) | **Kubernetes** | Done |
| pfv-tsys4 | Precision T1700 | Xeon E3-1246 v3 Haswell (2013) | 4c/8t | 16 GB DDR3 | 6 disks (HDD+SSD+SMR) | **Storage (NFS+PBS)** | Blocked (NIC+RAM) |
| pfv-tsys5 | Precision T7500 | Xeon E5620 Westmere (2010) | 4c/8t | 96 GB DDR3 | 6 disks (HDD+SSD) | **Storage (NFS+VMs)** | Blocked (cable) |
| pfv-tsys6 | PowerEdge R610 | 2x Xeon E5530 Nehalem (2009) | 8c/16t | 128 GB DDR3 | HDD (LVM-thin) | **Kubernetes** | Done |
| pfv-tsys7 | PowerEdge R620 | 2x Xeon E5-2630 v2 Ivy Bridge (2013) | 12c/24t | 192 GB DDR3 | HDD (LVM-thin) | **Kubernetes** | Done |
| pfv-tsys9 | OptiPlex 7080 | i5-10500 Comet Lake (2020) | 6c/12t | 24 GB DDR4 | **250 GB SSD** (PNY CS900) | **Infrastructure** | Done |

### 2.2 Role taxonomy (per user directive)

| Role | Hosts | Workload |
|------|-------|----------|
| **Infrastructure + k8s control** | tsys1, tsys9 | Infra VMs (netinfra, UCS, PBS, CA, HA) + pfv-k8s cnodes (control plane) + small wnodes |
| **Kubernetes workers** | tsys2, tsys3, tsys6, tsys7 | pfv-k8s wnodes (heavy workers) -- these hosts have the RAM (32-192 GB) for ETL/HPC |
| **Storage** | tsys4, tsys5 | NFS server + PBS backup target. tsys5 also runs sectestbed/preprod VMs |

**Design rationale:** cnodes (control plane) are lightweight (4 cores, 4 GB
RAM each) and are weighted toward tsys1/tsys9 to keep the heavy RAM/CPU hosts
(tsys6 with 128 GB, tsys7 with 192 GB) free for large worker nodes. wnodes
run one per hypervisor host across the fleet to maximize total cluster capacity.

pfv-k8s runs all R&D and RackRental (containerlab) workloads via Kubernetes.
Production (Gitea, RustFS, Redmine, websites) lives on a VPS in Reston, VA
running Cloudron -- not in this cluster.

---

## 3. Storage Architecture

### 3.1 NFS exports from tsys4 (primary storage server)

| Export | Disk model | Type | Bus | Total | Used | Free | Use% |
|--------|-----------|------|-----|-------|------|------|------|
| D2 | WDC WD30EFRX Red | HDD (7200rpm) | SATA | 2.7 TB | 187 GB | **2.4 TB** | 8% |
| ~~D3~~ | ~~SK hynix SC300~~ | ~~SSD~~ | ~~USB~~ | — | — | — | **moving to tsys5 Friday** |
| D5 | Hitachi HDS72302 | HDD (7200rpm) | SATA | 1.8 TB | 236 GB | **1.5 TB** | 14% |

Non-exported disks on tsys4:
- sda (Hitachi 1.8T) at /mnt/albert -- not NFS shared, 1.7 TB free
- sdd (WDC 1T) -- **idle, unmounted, removable** (free up for other use)
- sdf (WDC 4.5T SMR) at /mnt/backup -- **PBS backup target**, 4.3 TB free

**D3 migration (Friday):** The SK hynix SC300 SSD is currently USB-attached on
tsys4 (via a "ThinkPad SSD" USB adapter). It is moving to a tsys5 SAS port,
eliminating the USB bottleneck. tsys4's 4 SATA ports are all occupied (sda/sdb
/sdc/sdd), so tsys5 is the better target. See section 3.2.

### 3.2 NFS exports from tsys5 (secondary storage -- becoming the fast-tier hub)

| Export | Disk model | Type | Bus | Total | Used | Free | Use% |
|--------|-----------|------|-----|-------|------|------|------|
| S1 | Seagate ST1000VN | HDD | SAS | 916 GB | 60 GB | 810 GB | 7% |
| S2 | Seagate ST1000VN | HDD | SAS | 916 GB | **6.9 GB** | **863 GB** | **1%** |
| S3 | Seagate ST1000VN | HDD | SAS | 916 GB | 7.0 GB | **863 GB** | **1%** |
| S4 | Toshiba DT01ACA050 | HDD | SAS | 458 GB | 2 MB | **435 GB** | **0%** |
| T5-SSD | Samsung 860 PRO | **SSD** | SAS | 234 GB | **122 GB** | **101 GB** | **55%** |
| **D3** (Friday) | SK hynix SC300 | **SSD** | **SAS** | **469 GB** | **2 MB** | **445 GB** | **0%** |

**tsys5 storage controllers (plenty of free ports):**
- LSI SAS1068E (SAS 6/iR): 8 ports, 3 used (Samsung SSD, Hitachi, Seagate),
  **5 free**
- Intel ICH10 SATA #1 (4-port): 2 used (Seagate S3, Toshiba S4), **2 free**
- Intel ICH10 SATA #2 (2-port): **status unknown, likely free**
- 2x Renesas USB 3.0 xHCI controllers (real USB 3.0, unlike tsys6/7)

**Key finding: S2 and S3 now have k8s node disks.** S2 holds cnode5 +
wnode-tsys1 + wnode-tsys9 (6.9 GB used). S3 has wnode-tsys9's old disk
(unused, 7 GB). S4 still 99% empty (435 GB free).

T5-SSD grew to 55% used (122 GB) -- ultix-streaming is the primary consumer.

**Friday additions:**
1. **D3 (SK hynix SSD)** moves from tsys4 USB to tsys5 SAS port. Eliminates
   USB 2.0 bottleneck. Becomes the second SSD-tier NFS export.
2. **PCI NVMe drive** (local-only, not NFS-exported). Used for wnode-tsys5
   boot disk and HPC scratch. The fastest tier in the fleet.

After Friday, **tsys5 consolidates all fast storage**: NVMe (local) + 2 SSD
NFS exports (D3 + T5-SSD) + 4 HDD NFS exports (S1-S4). This makes tsys5 the
natural home for latency-sensitive workloads and the k8s StorageClass design
center.

### 3.3 Local storage tiers (per host, with utilization)

| Host | Storage ID | Disk type | Bus | Total | Used | Free | Used by VMs? |
|------|-----------|-----------|-----|-------|------|------|-------------|
| tsys1 | local-lvm | HDD | SATA | ~90 GB | low | ~90 GB | No (all VMs on NFS) |
| **tsys3** | **local-lvm** | **NVMe (Samsung PM961)** | **NVMe** | **349 GB** | **0 GB** | **349 GB** | **No (all VMs on NFS)** |
| tsys4 | local-lvm | HDD | SATA | ~94 GB | PBS VM | ~62 GB | Yes (PBS VM 400) |
| tsys5 | local-lvm | HDD (Hitachi 1.8T) | SATA | 1.7 TB | 40 MB | **1.7 TB** | No |
| tsys5 | local-nonprod | HDD (Seagate 1T, =S1) | SATA | 916 GB | 53 GB | **856 GB** | Yes (sectestbed suite) |
| **tsys6** | **local-lvm** | **HDD (WD My Passport)** | **USB 2.0** | **1.7 TB** | **0 GB** | **1.7 TB** | **No -- DO NOT USE for VM storage** |
| **tsys7** | **local-lvm** | **HDD (WD portable)** | **USB 2.0** | **1.7 TB** | **0 GB** | **1.7 TB** | **No -- DO NOT USE for VM storage** |
| **tsys9** | **local-lvm** | **SSD (PNY CS900)** | **SATA** | **136 GB** | **0 GB** | **136 GB** | **No (all VMs on NFS)** |
| **tsys2** | **NVMe** (Samsung 960 PRO) | **NVMe** | **NVMe** | **512 GB** | (Win10) | **512 GB** | **Incoming -- fastest boot tier after tsys5 NVMe** |
| **tsys2** | **SATA SSD** (Samsung 850 EVO) | **SSD** | **SATA** | **1 TB** | (Win10) | **1 TB** | **Incoming -- bulk data on SSD, not rust** |

**CRITICAL WARNING: tsys6 and tsys7 local-lvm is USB 2.0 portable HDD.**

The entire Proxmox OS, swap, and local-lvm on both R610 and R620 run on a
single **USB 2.0-attached WD My Passport portable HDD** (tsys6: "My Passport
260D"; tsys7: "Drive 2657"). Both servers' only USB controllers are EHCI
(USB 2.0, ~480 Mbps). There is **no USB 3.0/xHCI** on either host.

**USB 2.0 practical throughput is ~30-35 MB/s.** This is 3-4x SLOWER than
NFS-over-HDD (~80-120 MB/s). Moving wnode boot disks to local-lvm on these
hosts would **decrease** performance. local-lvm on tsys6/7 must NOT be used
for VM storage.

Additionally, both servers have completely empty internal drive bays:
- **tsys6**: SAS controller present but **DISABLED** in BIOS. No internal
drives.
- **tsys7**: 6-port SATA AHCI controller present, **5 ports EMPTY** (only
DVD-ROM on port 5). No internal drives.

This is a reliability risk beyond performance: the entire host OS boots
from a consumer-grade portable USB drive not designed for 24/7 server use.

**tsys3 correction:** Previously documented as HDD. Actually boots from a
**Samsung PM961 NVMe 512GB SSD** -- the fastest existing local storage in the
fleet. Its 349 GB of local-lvm is excellent for wnode boot disk use.

**Critical observation: every k8s host has 0% used local-lvm.** tsys3
(Samsung PM961 **NVMe**, 349 GB), tsys6 (WD My Passport **USB 2.0** HDD,
1.7 TB), tsys7 (WD portable **USB 2.0** HDD, 1.7 TB) all have unused local
storage.

**However, only tsys3's local-lvm is suitable for VM storage.** tsys6 and
tsys7 local-lvm is USB 2.0 portable HDD (~30-35 MB/s) -- slower than
NFS-over-HDD and unsuitable for wnode boot disks.

### 3.4 Disk speed tiers summary

| Tier | Where | Speed class | Best for |
|------|-------|------------|----------|
| **NVMe** | tsys3 (Samsung PM961), tsys5 (Friday addition), **tsys2 (Samsung 960 PRO 512GB)** | 2000-3500 MB/s | HPC scratch, ETL staging, container runtime, wnode boot, etcd |
| **Local SSD** | tsys9 (PNY CS900, 136 GB), **tsys2 (Samsung 850 EVO 1TB)** | 500 MB/s | wnode boot disk, etcd |
| **NFS-SSD** | tsys5 D3 (SK hynix, **SAS post-Friday**), tsys5 T5-SSD (Samsung) | 200-400 MB/s over NFS | **k8s worker scratch only** (etcd, container cache, ephemeral volumes) |
| **NFS-HDD** | tsys4 D2/D5, tsys5 S1-S4 | 80-120 MB/s over NFS | Bulk data, large disks, non-critical VMs, **wnode boot on tsys6/7** |
| **Local SATA HDD** | tsys1 local-lvm | 100-150 MB/s | Host OS only |
| **USB 2.0 HDD** | tsys6/7 local-lvm (WD My Passport) | **~30-35 MB/s** | **NOTHING -- slower than NFS, do not use for VMs** |

### 3.5 Storage tier characterization per host

| Host | Storage profile | Detail |
|------|----------------|--------|
| **tsys2** | **SSD/NVMe only** | 960 PRO NVMe 512GB + 850 EVO SATA SSD 1TB. No spinning disk. |
| **tsys3** | **NVMe only** | Samsung PM961 NVMe 512GB. No spinning disk. |
| **tsys5** | **Hybrid** (fast-tier hub) | NVMe (local, Friday) + D3 SSD + T5-SSD + S1-S4 HDD |
| **tsys4** | **Bulk/spinning disk only** | D2 HDD 3TB + D5 HDD 2TB. D3 SSD leaving Friday. PBS target on SMR HDD. |
| **tsys9** | **Local SSD + NFS** | PNY CS900 SSD 136GB local + NFS client |
| **tsys1** | **Local HDD + NFS** | Small local-lvm + NFS client |
| **tsys6/7** | **NFS only** | local-lvm is USB 2.0 HDD (unusable for VMs). All VMs on NFS. |

### 3.6 All exports are single-disk with no redundancy

Every NFS export is a single physical disk formatted ext4. No RAID, no ZFS
mirror, no mdraid. A single disk failure takes down every VM whose disk lives
on that export. This applies to **both storage servers** and to the **PBS
backup target** (a single 4.5T SMR drive).

---

## 4. VM Fleet Inventory

### 4.1 Complete VM roster (running VMs only, 40 VMs across 7 hosts)

#### tsys1 (Infrastructure) -- 11 running VMs

| VMID | Name | Cores | RAM (MB) | Disk | Storage | Tier |
|------|------|-------|----------|------|---------|------|
| 100 | pfv-bms (HomeAssistant) | 2 | 4096 | 32 GB | D2 (tsys4 HDD) | NFS |
| 101 | tsys-ca | 2 | 2048 | 32 GB | D2 (tsys4 HDD) | NFS |
| 103 | **pfv-netinfra-01** | 2 | 2048 | 32 GB | D5 (tsys4 HDD) | NFS |
| 104 | tsys-librenms | 2 | 2048 | 50 GB | D2 (tsys4 HDD) | NFS |
| 105 | tsys-proxmox-datacenter | 2 | 2048 | 32 GB | D2 (tsys4 HDD) | NFS |
| 106 | **pfv-k8s-cnode3** | 2 | 4096 | 32 GB | D2 (tsys4 HDD) | NFS |
| 107 | **pfv-k8s-cnode1** | 2 | 4096 | 32 GB | D5 (tsys4 HDD) | NFS |
| 108 | **tsys-ucs-01** | 2x2 | 8000 | 32 GB | D2 (tsys4 HDD) | NFS |
| 109 | tailscale-router | 2 | 2048 | 25 GB | D2 (tsys4 HDD) | NFS |
| 114 | kali-tsys | 2 | 2048 | 32 GB | D2 (tsys4 HDD) | NFS |
| 117 | tsys-secure-workbench | 2 | 4000 | 32 GB | D2 (tsys4 HDD) | NFS |

#### tsys3 (Kubernetes) -- 1 running VM

| VMID | Name | Cores | RAM (MB) | Disk | Storage | Tier |
|------|------|-------|----------|------|---------|------|
| 313 | **pfv-k8s-wnode-tsys3** | 4x2 | 20000 | 32 GB | D5 (tsys4 HDD) | NFS |

#### tsys4 (Storage) -- 1 running VM

| VMID | Name | Cores | RAM (MB) | Disk | Storage | Tier |
|------|------|-------|----------|------|---------|------|
| 400 | pfv-proxmox-backup-server | 2 | 2048 | 32 GB | local-lvm | LOCAL |

#### tsys5 (Storage) -- 15 running VMs

| VMID | Name | Cores | RAM (MB) | Disk | Storage | Tier |
|------|------|-------|----------|------|---------|------|
| 509 | **pfv-k8s-wnode-tsys5** | 2x4 | 32000 | 32 GB | D2 (tsys4 HDD) | NFS |
| 5101 | sectestbed-siem | 2x2 | 10000 | 132 GB | local-nonprod | LOCAL |
| 5105 | sectestbed-awx | 2x2 | 4096 | 288 GB | local-nonprod | LOCAL |
| 5106 | sectestbed-k8s-cnode | 2x2 | 4096 | 32 GB | local-nonprod | LOCAL |
| 5107 | sectestbed-k8s-wnode | 2x2 | 4096 | 32 GB | local-nonprod | LOCAL |
| 5108 | sectestbed-librenms | 2x2 | 4096 | 32 GB | local-nonprod | LOCAL |
| 5109 | sectestbed-netinfra | 2x2 | 4096 | 32 GB | local-nonprod | LOCAL |
| 5111 | ultix-streaming | 2x2 | 9000 | 288 GB | T5-SSD (tsys5 SSD) | NFS-SSD |
| 5112 | ultix-offstage | 2x2 | 6000 | 288 GB | local-lvm | LOCAL |
| 6000 | sectestbed-sandbox | 2x2 | 4096 | 32 GB | local-nonprod | LOCAL |
| 51010 | sectestbed-tctc | 2x2 | 4096 | 32 GB | local-nonprod | LOCAL |
| 51011 | sectestbed-cloudron | 2x2 | 4096 | 32 GB | local-nonprod | LOCAL |
| 51012 | sectestbed-hfnoc | 2x2 | 4096 | 32 GB | local-nonprod | LOCAL |
| 51013 | sectestbed-rancherplatform | 2x2 | 4096 | 32 GB | local-nonprod | LOCAL |
| 53100 | tsys-preprod-awx | 2x2 | 9000 | 160 GB | local-nonprod | LOCAL |
| 53101 | tsys-preprod-siem | 2x2 | 12000 | 32 GB | local-nonprod | LOCAL |
| 53102 | tsys-preprod-rancherplatform | 2x2 | 8000 | 32 GB | local-nonprod | LOCAL |

#### tsys6 (Kubernetes) -- 3 running VMs (1 wnode stopped)

| VMID | Name | Cores | RAM (MB) | Disk | Storage | Tier |
|------|------|-------|----------|------|---------|------|
| 100 | pfv-k8s-wnode-tsys6 | 2x2 | 32000 | 32 GB | D5 (tsys4 HDD) | NFS -- **STOPPED** |
| 600 | tsys-awx | 2x2 | 12000 | 32 GB | D2 (tsys4 HDD) | NFS -- **STOPPED** |
| 601 | **pfv-k8s-cnode4** | 4 | 4096 | 32 GB | D2 (tsys4 HDD) | NFS |
| 602 | **pfv-k8s-cnode5** | 4 | 4096 | 32 GB | D5 (tsys4 HDD) | NFS |
| 603 | **pfv-k8s-cnode2** | 4 | 4096 | 32 GB | D2 (tsys4 HDD) | NFS |

#### tsys7 (Kubernetes) -- 4 running VMs

| VMID | Name | Cores | RAM (MB) | Disk | Storage | Tier |
|------|------|-------|----------|------|---------|------|
| 701 | **pfv-k8s-wnode-tsys7** | 4 | 32000 | 32 GB | D5 (tsys4 HDD) | NFS |
| 702 | hfnoc-uisp | 2x2 | 8000 | 100 GB | D2 (tsys4 HDD) | NFS |
| 703 | rr-middleware | 2 | 2048 | 32 GB | D2 (tsys4 HDD) | NFS |
| 704 | TCTC | 4 | 6000 | 32 GB | D2 (tsys4 HDD) | NFS |

#### tsys9 (Infrastructure) -- 5 running VMs

| VMID | Name | Cores | RAM (MB) | Disk | Storage | Tier |
|------|------|-------|----------|------|---------|------|
| 901 | tsys-siem | 2 | 8000 | 132 GB | D2 (tsys4 HDD) | NFS |
| 902 | **tsys-ucs-02** | 2x2 | 8000 | 50 GB | D5 (tsys4 HDD) | NFS |
| 903 | kali-rd | 2 | 2048 | 32 GB | D5 (tsys4 HDD) | NFS |
| 904 | **pfv-netinfra-02** | 2 | 4000 | 32 GB | D2 (tsys4 HDD) | NFS |
| 905 | **pfv-k8s-wnode-tsys9** | 4 | 4096 | 32 GB | S3 (tsys5 HDD) | NFS |

### 4.2 Storage concentration summary

| Storage target | # of running VMs | % of fleet |
|---------------|-----------------|------------|
| **D2 (tsys4 WDC Red 3TB HDD)** | **18** | **45%** |
| D5 (tsys4 Hitachi 2TB HDD) | 9 | 23% |
| local-nonprod (tsys5 local HDD) | 10 | 25% |
| S3 (tsys5 Seagate 1TB HDD) | 1 | 3% |
| T5-SSD (tsys5 Samsung SSD) | 1 | 3% |
| local-lvm (tsys4 local) | 1 | 3% |

**27 of 40 running VMs (68%) store their disks on tsys4 NFS exports.**
If tsys4 goes offline, two-thirds of the fleet loses its storage.

---

## 5. Kubernetes Node Distribution (re-audited 21:50 CDT)

### 5.1 pfv-k8s cnode (control plane) placement -- CURRENT

| VMID | Name | Hypervisor | Storage | NFS Server | Changed? |
|------|------|------------|---------|-----------|----------|
| 906 | cnode1 | **tsys9** | D5 | tsys4 | **MOVED from tsys1** |
| 705 | cnode2 | **tsys7** | D2 | tsys4 | **MOVED from tsys6** |
| 106 | cnode3 | tsys1 | D2 | tsys4 | no change |
| 601 | cnode4 | tsys6 | D2 | tsys4 | no change |
| 706 | cnode5 | **tsys7** | **S2** | **tsys5** | **MOVED from tsys6, storage moved D5→S2** |

**Storage distribution:**

| Storage server | cnodes | Quorum impact if it fails |
|---------------|--------|--------------------------|
| tsys4 (D2+D5) | **4** (cnode1,2,3,4) | Only cnode5 survives = **QUORUM LOST** |
| tsys5 (S2) | **1** (cnode5) | 4 survive = quorum OK |

**Progress:** cnode5 is now on tsys5 (was all 5 on tsys4). But 4-of-5 on tsys4
still means a tsys4 failure loses quorum. **Need 2 more cnodes on tsys5.**

**Host distribution:** cnodes spread across 4 hosts (tsys1, tsys6, tsys7,
tsys9) -- good host diversity.

### 5.2 pfv-k8s wnode (worker) placement -- CURRENT

| VMID | Name | Hypervisor | Storage | NFS Server | RAM | Status | Changed? |
|------|------|------------|---------|-----------|-----|--------|----------|
| 102 | wnode-tsys1 | tsys1 | S2 | tsys5 | 4 GB | **STOPPED** | **NEW** |
| 313 | wnode-tsys3 | tsys3 | D5 | tsys4 | **28 GB** | running | **RAM bumped 20→28** |
| 509 | wnode-tsys5 | tsys5 | D2 | tsys4 | 32 GB | running | no change |
| 100 | wnode-tsys6 | tsys6 | D5 | tsys4 | 32 GB | running | **NOW RUNNING** |
| 701 | wnode-tsys7 | tsys7 | D5 | tsys4 | 32 GB | running | no change |
| 905 | wnode-tsys9 | tsys9 | **S2** | tsys5 | 4 GB | running | **Storage moved S3→S2** |

**One wnode per host achieved** (tsys1,3,5,6,7,9). wnode-tsys1 is created but
stopped. wnode-tsys6 restarted.

**Storage distribution:**

| Storage server | wnodes | Notes |
|---------------|--------|-------|
| tsys4 (D2+D5) | 4 (tsys3,5,6,7) | Still concentrated |
| tsys5 (S2) | 2 (tsys1,tsys9) | Improving |

### 5.3 Summary: k8s node storage distribution

| Storage server | cnodes | wnodes | Total k8s nodes |
|---------------|--------|--------|-----------------|
| **tsys4 NFS** | **4 (80%)** | **4 (67%)** | **8 (73%)** |
| **tsys5 NFS** | **1 (20%)** | **2 (33%)** | **3 (27%)** |
| Local SSD/NVMe | 0 | 0 | 0 (0%) |

**Was 90%/10%. Now 73%/27%.** Improving but still tsys4-heavy. Target: 3
cnodes on each storage server (60/40 or better) so either server failing
leaves quorum intact.

### 5.4 Remaining cnode migration needed for etcd quorum survival

To survive a tsys4 failure with quorum (3 of 5 alive), at least 3 cnodes must
be on tsys5:

| Action | Effect |
|--------|--------|
| Move cnode3 (D2→S3 on tsys5) | 3 cnodes on tsys5, 2 on tsys4. tsys4 fail = 3 survive |
| Move cnode4 (D2→S2 on tsys5) | Same result, different disk |
| Leave cnode1 and one other on tsys4 | tsys5 fail = 4 survive (OK) |

**Simplest path:** migrate cnode3 and cnode4 storage to tsys5 (S3 and S2) via
PDM. Then tsys4 failure leaves cnode5 + cnode3 + cnode4 = 3 of 5 = quorum OK.

### 5.5 Future k8s architecture (next session -- see [K8S.md](K8S.md))

The k8s layer will be tackled soon. Key requirements from user:

- **Platform:** vcluster + Rancher for multi-tenant management
- **Auth:** OIDC to Keycloak (running on Cloudron in Reston, VA production)
- **Workload isolation (vcluster per tenant):**
  - RackRental workloads (containerlab network labs)
  - Suborbital ITAR (compliance-restricted)
  - Suborbital non-ITAR
  - Starting Line Productions customer workloads
- **Solar-aware scale-out:** PowerEdge 19xx and 2950 systems (older hardware)
  will be brought online during peak solar production for burst capacity.
  These older cores/ram supplement the main fleet when power is abundant.
- **WNode sizing:** every Proxmox node will have a wnode. Some nodes will host
  both cnodes + wnodes. Worker sizes will vary from small (4 GB, fitting into
  leftover host capacity) to large (28-32 GB, consuming most of a host).
- **Friday final audit:** tsys2 will be loaded with Proxmox on Friday, and a
  full final audit will be performed at that time (post-NVMe install on tsys5,
  post-D3 SSD relocation, post-tsys4 NIC+RAM).

### 5.4 sectestbed k8s nodes (separate from pfv-k8s)

tsys5 also hosts a separate sectestbed kubernetes stack using local storage:

| VMID | Name | Storage |
|------|------|---------|
| 5106 | sectestbed-k8s-cnode | local-nonprod (local HDD) |
| 5107 | sectestbed-k8s-wnode | local-nonprod (local HDD) |

These are on local storage (good -- no NFS dependency) but on a single host's
single local disk (no redundancy). They are isolated from the pfv-k8s cluster.

---

## 6. Storage Redundancy Analysis

### 6.1 -01/-02 infrastructure pair audit

Two -01/-02 pairs exist in the fleet:

**Pair 1: pfv-netinfra (network infrastructure)**

| Role | VMID | Host | Storage | NFS Server |
|------|------|------|---------|-----------|
| -01 | 103 | tsys1 | D5 | **tsys4** |
| -02 | 904 | tsys9 | D2 | **tsys4** |

**Verdict: HOST redundancy OK (different hosts), STORAGE redundancy FAILED.**
Both halves depend on tsys4. If tsys4 goes down, both netinfra VMs lose their
disks. The -02 half should be on an S2/S3/S4 export from tsys5.

**Pair 2: tsys-ucs (Univention Corporate Server)**

| Role | VMID | Host | Storage | NFS Server |
|------|------|------|---------|-----------|
| -01 | 108 | tsys1 | D2 | **tsys4** |
| -02 | 902 | tsys9 | D5 | **tsys4** |

**Verdict: HOST redundancy OK (different hosts), STORAGE redundancy FAILED.**
Same issue. Both halves on tsys4. The -02 half should be on tsys5 storage.

### 6.2 Redundancy principle for paired VMs

For any -01/-02 pair to survive a single storage server failure:

```
-01 VM disk -> tsys4 NFS export (D2/D3/D5)
-02 VM disk -> tsys5 NFS export (S2/S3/S4/T5-SSD)
```

This ensures that losing either tsys4 or tsys5 takes down only one half of
the pair. Currently, **both pairs fail this test** because both halves are on
tsys4.

### 6.3 NFS server failure blast radius

If **tsys4** goes offline (USB NIC failure, disk failure, reboot):

| Impact | Count |
|--------|-------|
| k8s cnodes that lose storage | 5 of 5 (**etcd quorum lost**) |
| k8s wnodes that lose storage | 4 of 5 |
| Infrastructure VMs that lose storage | 11 of 12 on tsys1 (all on D2/D5) |
| Total VMs that lose storage | **27 of 40 (68%)** |

If **tsys5** goes offline:

| Impact | Count |
|--------|-------|
| k8s cnodes that lose storage | 0 of 5 |
| k8s wnodes that lose storage | 1 of 5 |
| Total VMs that lose storage | 1 of 40 (3%) |

**tsys4 is a massive blast-radius liability. tsys5 is barely used.**
Rebalancing VM storage across both servers dramatically reduces risk.

---

## 7. Local SSD/NVMe Opportunity

### 7.1 Available fast tiers (currently unused by k8s)

| Host | Device | Type | Size | Available for VMs? | Currently used by k8s? |
|------|--------|------|------|--------------------|-----------------------|
| tsys4 | D3 (SK hynix SC300, USB) | SSD | 512 GB | Yes (via NFS) | **No** |
| tsys5 | T5-SSD (Samsung 860 PRO) | SSD | 256 GB | Yes (via NFS) | **No** (used by ultix-streaming) |
| tsys5 | **New NVMe (Friday)** | **NVMe** | TBD | **Yes (local or NFS)** | **No** |
| tsys9 | local-lvm (PNY CS900) | SSD | 137 GB free | Yes (local) | **No** |

### 7.2 Why local storage matters for k8s nodes

Kubernetes nodes are latency-sensitive in two specific areas:

1. **etcd (control plane):** etcd writes are synchronous and latency-critical.
   On NFS over HDD, every etcd write traverses: VM -> virtio-scsi -> NFS
   client -> TCP -> USB dongle (on tsys4) -> ext4 -> spinning disk. Typical
   latency: 2-10 ms per write. On local SSD: 0.1-0.5 ms. On NVMe: 0.02-0.1 ms.
   This directly affects k8s API responsiveness and pod scheduling speed.

2. **Container image pulls:** Worker nodes pull container images frequently.
   On NFS-over-HDD, image layer extraction is seek-bound and slow. Local SSD
   eliminates the network hop and reduces seek time. This matters most for
   RackRental/containerlab workloads that spin up containers rapidly.

### 7.3 Current waste: tsys9 local SSD

tsys9 has a 250 GB PNY CS900 SSD with 137 GB of LVM-thin space available.
**Zero VMs use it.** All 5 VMs on tsys9 boot from NFS. The local SSD sits
idle. wnode-tsys9 (VM 905) would benefit significantly from local SSD --
its disk is currently on S3 (tsys5 NFS over a Seagate HDD).

### 7.4 Upcoming opportunity: tsys5 NVMe (Friday)

The PCI NVMe being added to tsys5 will be the fastest storage tier in the
fleet. Two placement options:

**Option A: NFS-export the NVMe (shared).** All hosts can use it. Good for
VMs that might need migration. Adds the NFS/network overhead back.

**Option B: Local-only on tsys5.** VMs on tsys5 get full NVMe speed with no
network overhead. Best for k8s wnode-tsys5 and sectestbed VMs. Cannot be
accessed from other hosts.

**Recommendation:** Option B (local-only). k8s worker nodes do not need
shared storage -- pods are ephemeral and reschedule on failure. The NVMe
should be formatted as a Proxmox directory storage (or LVM-thin) on tsys5
and used for local VM images.

---

## 8. Role Alignment Audit

Per the user's intended role taxonomy: tsys1/9 = infrastructure + k8s control
plane; tsys2/3/6/7 = k8s workers; tsys4/5 = storage. Cnodes on tsys1/9 is
**correct by design** (keeps heavy hosts free for workers).

### 8.1 VMs that need to move

| VMID | Name | Current host | Issue | Target |
|------|------|-------------|-------|--------|
| 509 | pfv-k8s-wnode-tsys5 | tsys5 (storage) | Worker on storage host | tsys7 or tsys2 (when online) |
| 905 | pfv-k8s-wnode-tsys9 | tsys9 (infra) | Can stay if small; user decides | tsys9 OK if small wnode |

### 8.2 Host capacity for k8s nodes

| Host | Role | Current k8s nodes | k8s RAM used | RAM total | Headroom |
|------|------|-------------------|-------------|-----------|----------|
| tsys1 | Infra+k8s ctrl | 2 cnodes | 8 GB | 32 GB | ~12 GB (after 11 infra VMs) |
| tsys3 | K8s worker | 1 wnode | 20 GB | 32 GB | ~12 GB |
| tsys6 | K8s worker | 3 cnodes + 1 wnode (stopped) | 12 GB | 128 GB | **~116 GB** |
| tsys7 | K8s worker | 1 wnode | 32 GB | 192 GB | **~160 GB** |
| tsys9 | Infra+k8s ctrl | 1 wnode | 4 GB | 24 GB | ~12 GB (after 4 infra VMs) |
| tsys2 | K8s worker | 0 (incoming) | 0 | 32 GB | ~32 GB |

**tsys6 and tsys7 are dramatically underutilized** -- 116 GB and 160 GB of
free RAM respectively. They should be the primary targets for heavy worker
nodes and ETL/HPC workloads.

### 8.3 tsys6 wnode-tsys6 is stopped

VM 100 (pfv-k8s-wnode-tsys6) is stopped on tsys6. Its disk is on D5 (tsys4
NFS). This wnode should be restarted (or recreated on local-lvm) to restore
cluster capacity.

---

## 9. Network Findings

### 9.1 tsys9 storage NIC is a USB dongle (new finding)

Validating tsys9 revealed that its storage network interface
(`enx9c69d36a5b6c`) is USB-attached (`parentbus usb`). This is the same
anti-pattern as tsys4. The onboard Intel NIC (`enp0s31f6`) is used for
management; storage uses the USB adapter.

**Impact:** Same as tsys4 -- achieves line rate but is susceptible to cable
wobble, ESD, and USB controller resets. For an infrastructure host with 5
VMs, this is a reliability risk.

**Mitigation:** tsys9 is an OptiPlex 7080 SFF -- it has PCIe slots. A
PCIe NIC would eliminate this risk (same recommendation as tsys4).

### 9.2 tsys4 and tsys5 still blocked (Friday hardware work)

| Host | Blocker | Staged fix |
|------|---------|-----------|
| tsys4 | USB cdc_ncm storage NIC | PCIe NIC install + RAM upgrade (16 to 64 GB) |
| tsys5 | bond0 broken (1 of 2 slaves) | Plug 2nd ethernet cable + apply layer3+4 hash |

### 9.3 LACP resolved on tsys6/tsys7

tsys6 to tsys7 storage path now measures **1.83 Gbps** (was 943 Mbps).
The switch LACP hash change took effect after renegotiation. The 56-106K
retransmits on this path are confirmed to be non-lossy multi-flow TCP-over-
LACP overhead. See `RESULTS.md` (not yet created) for the full analysis.

### 9.4 NFS nconnect=4 + noatime confirmed active

All hosts (including tsys9) show `nconnect=4,noatime` in their NFS mount
options. Each host maintains 4 TCP connections per NFS mount to each storage
server. This was the Tier 0 tuning item from the performance optimization
engagement and is confirmed working cluster-wide.

---

## 10. Recommendations

**No changes have been made. These are assessment-only recommendations.**
See `K8S.md` for the detailed kubernetes architecture deep-dive.

### 10.1 CRITICAL: Critical infrastructure VM placement (netinfra, UCS)

These are the most critical production VMs in the fleet. They must survive
any single-point failure (host, storage server, or disk).

**Design principle for -01/-02 HA pairs:**
- Different hypervisors (already satisfied: tsys1 vs tsys9)
- Different storage servers (currently FAILED: all on tsys4)
- Prefer SSD for latency-sensitive services

**Recommended placement:**

| VM | Host | Storage | Tier | Free space | Rationale |
|----|------|---------|------|-----------|-----------|
| **netinfra-01** (103) | tsys1 | **D5 (tsys4 HDD)** | NFS-HDD | 1.5 TB | DNS/DHCP/NTP = minimal I/O. Stays put. |
| **netinfra-02** (904) | tsys9 | **S3 (tsys5 HDD)** | NFS-HDD | 870 GB | Move from D2. Cross-server redundancy. Minimal I/O. |
| **ucs-01** (108) | tsys1 | **D2 (tsys4 HDD)** | NFS-HDD | 2.4 TB | Stays put. LDAP/AD does not need SSD. |
| **ucs-02** (902) | tsys9 | **S2 (tsys5 HDD)** | NFS-HDD | 870 GB | Move from D5. Cross-server redundancy. No SSD needed. |

**Failure survival matrix (all single-point failures):**

| Failure | netinfra-01 | netinfra-02 | ucs-01 | ucs-02 | Result |
|---------|-------------|-------------|--------|--------|--------|
| tsys4 dies | dies (D5) | **alive** (S3) | dies (D2) | **alive** (S2) | netinfra-02 + ucs-02 alive |
| tsys5 dies | **alive** (D5) | dies (S3) | **alive** (D2) | dies (S2) | netinfra-01 + ucs-01 alive |
| tsys1 dies | dies | **alive** | dies | **alive** | -02 pair survives |
| tsys9 dies | **alive** | dies | **alive** | dies | -01 pair survives |
| Any single disk | **all 4 on different disks/servers** | **all 4 alive** | | | |

**Why this works:** Every row has at least one netinfra and one UCS alive.
The network (DNS/DHCP) and directory (AD/LDAP) services never go fully dark.

**D3 SSD repurposed:** With UCS staying on HDD, the D3 SSD (moving to tsys5
Friday) is freed for latency-sensitive workloads that actually benefit from
SSD -- sectestbed k8s nodes, CI/CD artifact cache, or a container image
registry mirror. Not infrastructure VMs.

### 10.2 CRITICAL: Cnode (control plane) storage split

**Problem:** All 5 cnodes store disks on tsys4. D2 disk failure loses etcd
quorum (3 of 5 cnodes share D2).

**Target: cnodes weighted toward tsys1/tsys9 (lightweight hosts), freeing
tsys6/tsys7 for heavy workers. Storage splits across tsys4 and tsys5.**

| cnode | Current host | **Target host** | Current storage | **Target storage** | Rationale |
|-------|-------------|----------------|----------------|-------------------|-----------|
| cnode1 (107) | tsys1 | **tsys1** (stays) | D5 (tsys4) | **D5 (tsys4)** -- no change | Already correct |
| cnode3 (106) | tsys1 | **tsys1** (stays) | D2 (tsys4) | **S2 (tsys5)** -- **MOVE disk** | Split storage to tsys5 |
| cnode2 (603) | tsys6 | **tsys9** | D2 (tsys4) | **D2 (tsys4)** -- no disk change | Free tsys6 for heavy workers |
| cnode4 (601) | tsys6 | **tsys9** | D2 (tsys4) | **D5 (tsys4)** -- spread disk | Free tsys6; spread off D2 |
| cnode5 (602) | tsys6 | **tsys3** | D5 (tsys4) | **S3 (tsys5)** -- **MOVE disk** | Free tsys6; split storage to tsys5 |

**Result after changes:**

| Host | cnodes | Storage server |
|------|--------|---------------|
| tsys1 | cnode1 (D5), cnode3 (S2) | tsys4 + tsys5 |
| tsys9 | cnode2 (D2), cnode4 (D5) | tsys4 |
| tsys3 | cnode5 (S3) | tsys5 |

- 3 cnodes on tsys4 storage, 2 on tsys5. Either storage server can fail and
  etcd keeps quorum (3 of 5 survive).
- D2 has 1 cnode (was 3). D5 has 2. S2 and S3 have 1 each. No single disk
  holds more than 2 cnodes.
- Cnodes now on 3 hosts (tsys1, tsys9, tsys3). Any single host failure leaves
  at least 3 cnodes alive.
- **tsys6 and tsys7 are fully freed** for heavy worker nodes.

Note: tsys1 RAM is tight (32 GB, 11 infra VMs). Adding 0 new cnodes (keeping
the 2 already there) is feasible with KSM. tsys9 (24 GB) has room for 2
cnodes (8 GB). tsys3 (32 GB) has room for 1 cnode (4 GB) alongside its wnode.

### 10.3 HIGH: Wnode distribution -- one per host, tiered storage

**Target: one wnode per hypervisor host, using local storage where possible
and NFS-HDD for bulk data.**

| wnode | Host | Boot disk (OS+containers) | Data disk (bulk/ETL) | Rationale |
|-------|------|--------------------------|---------------------|-----------|
| wnode-tsys1 | tsys1 | D5 (tsys4 NFS) | -- | Small wnode on infra host. Minimal capacity. |
| wnode-tsys3 | tsys3 | **local-lvm (349 GB NVMe)** | S3 (NFS) | Move from NFS to **NVMe** (Samsung PM961). Fastest boot disk after tsys5/2. |
| wnode-tsys6 | tsys6 | D2 (tsys4 NFS) | -- | **Stays on NFS.** local-lvm is USB 2.0 HDD (~30 MB/s) -- slower than NFS. |
| wnode-tsys7 | tsys7 | D5 (tsys4 NFS) | -- | **Stays on NFS.** local-lvm is USB 2.0 HDD (~30 MB/s) -- slower than NFS. |
| wnode-tsys9 | tsys9 | **local-lvm (136 GB SSD)** | S2 (NFS) | Move from NFS to local SSD. Fast boot, NFS for bulk. |
| wnode-tsys2 | tsys2 | **NVMe (Samsung 960 PRO 512GB)** | **SATA SSD (Samsung 850 EVO 1TB)** | **Best storage of any wnode.** No NFS needed -- 1.5 TB local SSD. |
| wnode-tsys5 | tsys5 | **new NVMe (local)** | local-nonprod (HDD) | **Fastest wnode in fleet.** HPC/ETL workloads land here. |

**Storage tiering strategy per wnode:**

Each wnode gets two disk tiers mapped to k8s StorageClasses:

1. **Boot + container runtime** (local-lvm or NVMe): OS, kubelet, container
   images, ephemeral storage. This is where local SSD/NVMe shines -- container
   image pulls and layer extraction are seek-bound and benefit enormously from
   low-latency storage.

2. **Bulk data** (NFS-HDD via D2/D5/S2/S3): weather/GIS datasets, ETL staging
   areas, large files that do not fit on local storage. Mounted as a second
   disk in the VM and exposed to k8s as a StorageClass.

This maps to two k8s StorageClasses:
- `local-storage`: bound to the wnode's boot/local disk (fast, ephemeral)
- `nfs-bulk`: bound to NFS exports (slow, persistent, large capacity)

### 10.4 HIGH: Dedicate D3 SSD exclusively to k8s scratch

**Storage philosophy (user directive): NVMe/SSD is for k8s worker scratch
space and ultix-streaming (developer workstation running "cluster of 1"
pre-production jobs). Spinning rust hosts all other infrastructure VMs**
(UCS, netinfra, LibreNMS, SIEM, etc.).

SSD allocation after Friday:
- **D3 (tsys5 SAS, 445 GB free, 0% used)** -- dedicated to k8s scratch via
  the `nfs-ssd` StorageClass (etcd, container cache, ephemeral volumes).
- **T5-SSD (tsys5 SAS, 140 GB free)** -- ultix-streaming (VM 5111) stays here
  (developer workstation, runs single-node test jobs before k8s). Remaining
  140 GB available for k8s.

**Deep-dive on exact k8s scratch allocation is deferred to the next session**
(K8S.md) once we know the k8s distribution, job scheduler, and workload mix.

### 10.5 MEDIUM: Restart wnode-tsys6

VM 100 (pfv-k8s-wnode-tsys6) is stopped on tsys6. Recreate on local-lvm
(1.7 TB free) instead of D5 NFS. This restores cluster capacity and moves
the boot disk to local storage simultaneously.

### 10.6 MEDIUM: tsys5 NVMe placement (Friday)

**Recommendation: local-only on tsys5, formatted as Proxmox LVM-thin or
directory storage.**

Use for:
- wnode-tsys5 boot disk (primary beneficiary -- HPC/ETL workloads)
- sectestbed VMs that need fast scratch space
- Not NFS-exported (avoid adding network overhead to the fastest tier)

### 10.7 LOW: Add PCIe NIC to tsys9

tsys9's storage NIC is a USB dongle. tsys9 is an OptiPlex 7080 with PCIe
slots. A $150 PCIe NIC eliminates the USB reliability risk.

### 10.8 LOW: Standardize PVE/kernel versions

tsys3 is on PVE kernel 7.0.14; others on 6.17.x. PVE-manager versions vary
(9.1.1 / 9.1.5 / 9.2.5). Standardize in a maintenance window.

---

## 11. Hardware End-of-Support Exposure

| Host | EOS date | Years past | Form factor |
|------|----------|-----------|-------------|
| pfv-tsys6 (R610) | 2013-05 | 13.2 | 1U server |
| pfv-tsys5 (T7500) | 2014-12 | 11.7 | Workstation |
| pfv-tsys4 (T1700) | 2018-03 | 8.4 | Workstation |
| pfv-tsys7 (R620) | 2019-03 | 7.4 | 1U server |
| pfv-tsys1 (9020) | 2019-07 | 7.0 | SFF desktop |
| pfv-tsys3 (7510) | 2020-07 | 6.0 | Laptop |
| pfv-tsys2 (5520) | TBD | -- | Laptop |
| **pfv-tsys9 (7080)** | **2024-02** | **2.4** | **SFF desktop (only supported)** |

**6 of 8 hosts are past vendor end-of-support.** Only tsys9 is still covered.
The two actual rack servers (R610, R620) are the most overdue for replacement.
This belongs in the next budget cycle.

---

## 12. Open Items

### 12.1 Immediate (do today via PDM)

1. **Migrate ucs-02** (VM 902) from D5 (tsys4) to S2 (tsys5) for cross-server
   redundancy. UCS stays on HDD.
2. **Migrate netinfra-02** (VM 904) from D2 (tsys4) to S3 (tsys5).
3. **Migrate cnode3** (VM 106) from D2 (tsys4) to S3 (tsys5) -- etcd quorum.
4. **Migrate cnode4** (VM 601) from D2 (tsys4) to S2 (tsys5) -- etcd quorum.
5. **Start wnode-tsys1** (VM 102) if the cluster needs the capacity.

### 12.2 Friday maintenance window (user action)

1. **tsys4:** Install PCIe NIC (replace USB dongle), add RAM (16 to 64 GB),
   reconfigure `/etc/network/interfaces`, reboot.
2. **tsys5:** Plug 2nd ethernet cable, verify bond0, apply layer3+4 hash,
   install PCI NVMe, relocate D3 SSD from tsys4 USB to tsys5 SAS port,
   format NVMe as local storage, reboot.
3. **tsys2:** Load Proxmox (replacing Windows 10).
4. **Final audit:** Re-run `deploy-check.sh` across all hosts including tsys2.

### 12.3 Post-Friday validation

1. Re-run iperf matrix: `./iperf-full-matrix.sh`
2. Validate tsys4 and tsys5: `./validate-fixes.sh pfv-tsys4 && ./validate-fixes.sh pfv-tsys5`
3. Run `scripts/check.sh` on tsys2 once Proxmox is loaded.
4. Update PROJECT.md with post-hardware numbers.

### 12.4 Future: Kubernetes deep-dive (see [K8S.md](K8S.md))

Next major workstream. Requirements captured:
- **vcluster + Rancher** for multi-tenant k8s management
- **OIDC auth** to Keycloak (on Cloudron, Reston VA production)
- **Workload isolation** via separate vclusters:
  - RackRental (containerlab)
  - Suborbital ITAR
  - Suborbital non-ITAR
  - Starting Line Productions customer workloads
- **Solar-aware scale-out:** PowerEdge 19xx + 2950 systems brought online
  during peak solar production for burst capacity
- **Every host gets a wnode** (variable sizing: small 4 GB to large 32 GB)
- **SSD/NVMe reserved for k8s scratch** (plus ultix-streaming exception)
- **Spinning rust for all infrastructure VMs**

### 12.5 Data gaps

| Gap | How to close |
|-----|--------------|
| tsys5 SDR/parallel-port workload dependency | Confirm what uses the SDR |
| tsys2 post-Proxmox baseline | Run `check.sh` after Friday install |
| tsys5 NVMe size and model | Confirm after Friday installation |
| tsys3 thermal state (laptop in rack) | Check `sensors` on next maintenance |
| PowerEdge 19xx/2950 inventory | When solar scale-out is planned |

### 12.6 Scripts and tools available

| Script | Purpose |
|--------|---------|
| `scripts/check.sh` | Read-only data collector (run on hosts) |
| `scripts/apply-tunings.sh` | Apply all Tier 0 tunings (dry-run/apply/rollback) |
| `scripts/fix-bond-nfs.sh` | Fix NFS options + bond hash |
| `validate-fixes.sh` | Read-only validation of all applied changes |
| `iperf-full-matrix.sh` | Full iperf test suite (mgmt + storage) |
| `deploy-check.sh` | Deploy check.sh to all hosts via SSH (now includes tsys9) |
