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fips/docs/design/fips-spanning-tree.md
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Johnathan Corgan 0d93a19e07 Implement cost-based parent selection with periodic re-evaluation
Cost-based parent selection:
- Replace depth-only parent selection with effective_depth = depth + link_cost
- link_cost computed from locally measured MMP metrics: etx * (1.0 + srtt_ms / 100.0)
- Prevents bottleneck subtrees in heterogeneous networks where a LoRa link
  at depth 1 would otherwise always beat fiber at depth 2
- Configurable hysteresis (default 0.2) prevents marginal parent switches
- Configurable hold-down timer (default 30s) suppresses re-evaluation
  after parent switch
- Mandatory switches (parent lost, root change) bypass both safeguards
- Link costs passed as HashMap parameter to keep TreeState pure

Periodic re-evaluation:
- evaluate_parent() was only called on TreeAnnounce receipt or parent loss;
  after tree stabilization, link degradation went undetected
- Added timer-based re-evaluation (reeval_interval_secs, default 60s) that
  calls evaluate_parent() from the tick handler with current MMP link costs
- Respects existing hold-down and hysteresis safeguards
- Short-circuits when disabled or <2 peers

Design documentation:
- Update 7 design docs to reflect cost-based parent selection
- Replace depth-only algorithm descriptions with effective_depth model
- Replace rejected cumulative path cost spec with local-only design rationale
- Rewrite Example 2 (heterogeneous links) for local-only cost model
- Update config docs: parent_switch_threshold replaced by parent_hysteresis,
  hold_down_secs, reeval_interval_secs

Chaos simulation enhancements:
- fips_overrides with deep merge for per-scenario FIPS config customization
- Explicit topology algorithm for deterministic test graphs
- Control socket querying via fipsctl for tree/MMP snapshot collection
- Edge existence validation in netem manager
- Per-link netem policy overrides
- 9 new chaos scenarios covering cost avoidance, depth-vs-cost tradeoffs,
  stability, mixed topologies, periodic re-evaluation, and bottleneck parent

12 new unit tests, 667 total passing, clippy clean.
2026-02-23 17:15:20 +00:00

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# FIPS Spanning Tree
This document describes the spanning tree algorithms and data structures
used by FIPS for coordinate-based routing. It is a supporting reference
for readers who want to understand the tree internals — for how the
spanning tree fits into the overall mesh operation, see
[fips-mesh-operation.md](fips-mesh-operation.md).
## Purpose
The spanning tree gives every node in the mesh a **coordinate** — its
ancestry path from itself to the root. These coordinates enable:
- Distance calculation between any two nodes without global topology
knowledge
- Greedy routing where each hop reduces distance to the destination
- Loop-free forwarding guaranteed by strictly-decreasing distance
## Root Election
The root is the node with the **lexicographically smallest node_addr** among
all reachable nodes. There is no election protocol, no voting, no
negotiation. Each node independently evaluates the TreeAnnounce messages
from its peers and selects the minimum root.
When a node first joins the network with no peers, it is its own root. As
it connects to peers and receives their TreeAnnounce messages, it discovers
smaller node_addrs and converges to the global root.
If the network partitions, each segment independently elects its own root
(the smallest node_addr in that segment). When segments rejoin, all nodes
discover the globally-smallest root through TreeAnnounce exchange and
reconverge to a single tree.
## Parent Selection
Each node selects a single parent from among its direct peers. Parent
selection uses cost-weighted depth to balance tree depth against link
quality.
### Selection Criteria
1. **Find the smallest root** visible across all peers' TreeAnnounce messages
2. Compute **effective depth** for each candidate peer:
`effective_depth = peer.depth + link_cost`, where
`link_cost = etx * (1.0 + srtt_ms / 100.0)` using locally measured MMP
metrics. When MMP metrics have not yet converged, `link_cost` defaults to
1.0, preserving pure depth-based behavior as a graceful fallback.
3. Apply **hysteresis**: switch parents only when the best candidate's
effective depth is significantly better than the current parent's:
`best_eff_depth < current_eff_depth * (1.0 - parent_hysteresis)`
(default `parent_hysteresis = 0.2`, requiring 20% improvement)
### Mandatory Switch Triggers
Two conditions bypass both hysteresis and the hold-down timer, triggering
immediate parent reselection:
1. **Parent loss**: Current parent is no longer in the peer set (link
broken, peer disconnected)
2. **Better root**: A peer advertises a smaller root than the current
tree's root — always switch regardless of effective depth
### Stability Mechanisms
- **Hold-down timer** (`hold_down_secs`, default 30s): After any parent
switch, non-mandatory re-evaluation is suppressed to allow MMP metrics
to stabilize on the new link. Mandatory switches (parent loss, root
change) bypass the hold-down.
- **Periodic re-evaluation** (`reeval_interval_secs`, default 60s):
Re-evaluates parent selection using current MMP link costs, independent
of TreeAnnounce traffic. This catches link degradation after the tree
has stabilized and TreeAnnounce gossip has stopped.
- **Local-only metrics**: Link costs use only locally measured MMP data
(ETX and SRTT). No cumulative path costs are propagated and no wire
format changes are required. This avoids the trust problems inherent
in self-reported cost metrics in a permissionless network.
### After Parent Change
When a node changes its parent:
1. Increment its own sequence number
2. Recompute its coordinates from the new ancestry path
3. Sign a new TreeAnnounce declaration
4. Announce to all peers
5. Flush the coordinate cache (cached coordinates are relative to the old
position and may be invalid for routing)
## Coordinate Computation
A node's coordinate is its full ancestry path from itself to the root:
```text
coords(N) = [N, Parent(N), Parent(Parent(N)), ..., Root]
```
Coordinates are ordered self-to-root. For a node D at depth 4:
```text
coords(D) = [D, P1, P2, P3, Root]
```
The root's coordinate is simply `[Root]` (depth 0).
## Tree Distance
Tree distance between two nodes is the number of hops through their lowest
common ancestor (LCA). Because coordinates are ordered self-to-root, common
ancestry appears as a common suffix.
```text
tree_distance(a, b):
lca_depth = longest_common_suffix_length(a.coords, b.coords)
a_to_lca = len(a.coords) - lca_depth
b_to_lca = len(b.coords) - lca_depth
return a_to_lca + b_to_lca
```
Example: If A has coordinates `[A, X, Y, Root]` and B has coordinates
`[B, Z, Y, Root]`, the common suffix is `[Y, Root]` (length 2). Distance =
(3 - 2) + (3 - 2) = 2 hops.
The self-distance check in greedy routing uses this calculation: a packet is
forwarded to a peer only if the peer is strictly closer to the destination
than the current node.
## TreeAnnounce Processing
When a node receives a TreeAnnounce from peer P:
1. **Validate version**: Reject if version ≠ 0x01
2. **Verify signature**: Check P's declaration signature using P's known
public key (established during Noise IK handshake)
3. **Verify identity**: Confirm the declaration's node_addr matches the
sender's known identity
4. **Check freshness**: If `sequence ≤ stored sequence for P`, discard
(stale or duplicate)
5. **Update peer state**: Store P's tree declaration and ancestry
6. **Evaluate parent selection**: Re-run parent selection with the updated
peer state
### Propagation Rules
A node re-announces (propagates) only when its own state changes:
- **Root changed**: Always propagate — this is a significant topology event
- **Depth changed**: Always propagate — affects routing distance calculations
- **Sequence-only refresh**: Does NOT propagate beyond depth 1 — peers that
receive a sequence-only update do not re-announce, because their own root
and depth have not changed
This means TreeAnnounce cascades through the tree proportional to depth,
not network size. A change at depth D affects at most D nodes along the
branch, and each only re-announces to its peers.
### Rate Limiting
- **Minimum interval**: 500ms between announcements to the same peer
- **Coalescing**: If changes occur during cooldown, they are coalesced and
sent as a single announcement after the cooldown expires
- **Convergence time**: A tree of depth D reconverges in roughly D × 0.5s
to D × 1.0s
### Transitive Trust (v1)
In the v1 protocol, only the sender's outer signature on the TreeAnnounce
is verified. Ancestry entries beyond the direct peer (the sender's parent,
grandparent, etc.) are accepted on transitive trust through the
authenticated sender. The sender is a known, authenticated peer — if it
claims a particular ancestry, v1 trusts that claim.
Future protocol versions may add per-entry signatures in the ancestry chain
for stronger verification.
## Sequence Numbers and Timestamps
### Sequence Number
- Type: u64, monotonically increasing
- Incremented on each parent change
- Used for freshness: incoming TreeAnnounce with sequence ≤ stored sequence
for that peer is discarded
- Higher sequence numbers always supersede lower ones
### Timestamp
- Type: u64, Unix seconds
- Used for stale detection, not versioning
- A root declaration is considered stale after `ROOT_TIMEOUT` (60 minutes)
without refresh. In practice, heartbeat cascading handles root departure
for the common case (see spanning-tree-dynamics.md §11)
## Reconvergence
### Single Node Failure
When a node fails (link timeout or disconnect):
1. Nodes that had the failed node as their parent lose their parent
2. Parent loss triggers immediate reselection from remaining peers
3. Each affected node recomputes coordinates and announces
4. Changes cascade down the subtree proportional to depth
### Partition
When the network partitions:
1. Nodes in each segment lose peers across the partition boundary
2. If the root was in the other segment, affected nodes elect a new segment
root (smallest node_addr in their segment)
3. Each segment reconverges independently
### Partition Merge
When two partitions rejoin:
1. Nodes at the boundary exchange TreeAnnounce messages with new peers
2. Both segments discover each other's root
3. The globally-smaller root wins; the other segment's nodes switch parents
4. Coordinate caches are flushed at switching nodes (stale cross-partition
coordinates)
5. Bloom filters update within ~500ms per hop, restoring reachability
information
## Bounded State
Each node's spanning tree state is O(P × D), where P is the number of
direct peers and D is the tree depth. This is NOT O(N) where N is the
network size.
What a node stores:
- Its own declaration (coordinates, sequence, timestamp, signature)
- Each peer's declaration and ancestry chain (P entries, each with D
ancestry entries)
What a node does NOT know:
- Other subtrees branching off its ancestors
- Siblings of ancestors
- Nodes in distant parts of the network
Example: In a 1000-node network with depth 10 and 5 peers, a node stores
~50 ancestry entries — not 1000 routing table entries.
## Timing Parameters
| Parameter | Default | Description |
| --------- | ------- | ----------- |
| PARENT_HYSTERESIS | 0.2 (20%) | Fractional improvement in effective depth required for same-root switch |
| HOLD_DOWN_SECS | 30s | Suppress non-mandatory re-evaluation after parent switch |
| REEVAL_INTERVAL_SECS | 60s | Periodic cost-based parent re-evaluation interval |
| ANNOUNCE_MIN_INTERVAL | 500ms | Minimum between announcements to same peer |
| ROOT_TIMEOUT | 60 min | Root declaration considered stale (not yet enforced; heartbeat cascading covers common case) |
| TREE_ENTRY_TTL | 510 min | Individual entry expiration |
## Implementation Status
| Feature | Status |
| ------- | ------ |
| Root election (smallest node_addr) | **Implemented** |
| Cost-based parent selection with hysteresis | **Implemented** |
| Hold-down timer after parent change | **Implemented** |
| Periodic cost-based parent re-evaluation | **Implemented** |
| Coordinate computation | **Implemented** |
| TreeAnnounce gossip | **Implemented** |
| Signature verification (outer) | **Implemented** |
| Sequence-based freshness | **Implemented** |
| Rate limiting (500ms per peer) | **Implemented** |
| Coord cache flush on parent change | **Implemented** |
| Root timeout enforcement | Planned |
| Tree entry TTL enforcement | Planned |
| Per-ancestry-entry signatures | Future direction |
## References
- [fips-mesh-operation.md](fips-mesh-operation.md) — How the spanning tree
fits into mesh routing
- [fips-wire-formats.md](fips-wire-formats.md) — TreeAnnounce wire format
- [spanning-tree-dynamics.md](spanning-tree-dynamics.md) — Convergence
scenario walkthroughs