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