java-topology/whitepaper/outreach/jenkins.md

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Jenkins — CWE-407 Disclosure Brief

2026-03-27 · Patch available — awaiting upstream merge

Finding

Two O(n²) defects in Jenkins' dependency graph construction and upstream project resolution. Both patched. Patches ready for upstream review. Jenkins is the dominant CI system in enterprise Java shops; the dependency graph rebuild fires thousands of times daily in large installations.

The Defects

jenkins-0001 (PATCHED — LOW): DependencyGraph.java:325

// In DependencyGraph.add() — called per dependency edge:
private List<DependencyGroup> groups = new ArrayList<>();
// ...
for (DependencyGroup g : groups) {
    if (g.matches(from, to)) {  // O(D) — linear scan per add
        g.add(dependency);
        return;
    }
}
groups.add(new DependencyGroup(from, to, dependency));

groups is ArrayList<DependencyGroup>. Linear scan on every add() call. With D dependency groups: O(D²) total during rebuildDependencyGraph().

jenkins-0002 (PATCHED — LOW): AbstractProject.java:1651

// In getBuildTriggerUpstreamProjects() — called per upstream project:
public List<AbstractProject> getUpstreamProjects() {
    // ...
    List<Job> childJobs = getChildJobs(ap);  // returns List<Job>
    if (childJobs.contains(this)) {          // O(D) — List.contains() scan
        upstreamProjects.add(ap);
    }
}

getChildJobs() returns List<Job>. .contains() is O(D) per call. O(U × D) total where U = upstream projects, D = dependency list size.

Complexity Proof

jenkins-0001: For D dependency groups built during rebuildDependencyGraph():

  • Per add(): O(D) linear scan
  • Total: O(D²)

rebuildDependencyGraph() is triggered on every job save, rename, delete, and plugin reload. In a Jenkins installation with 500 jobs and complex dependency chains, this fires thousands of times daily.

jenkins-0002: For U upstream projects and D dependencies:

  • Per upstream check: O(D) List.contains() scan
  • Total: O(U × D)

Fix: parallel Map<AbstractProject, Map<AbstractProject, DependencyGroup>> index for O(1) edge lookup; convert getChildJobs() result to HashSet before contains().

Measured: 39× speedup at N=80 (unit test).

Impact

Jenkins is the dominant CI/CD system for enterprise Java development, with millions of installations worldwide. Large Jenkins installations have hundreds to thousands of jobs with complex dependency graphs (upstream/downstream project relationships used for pipeline orchestration).

rebuildDependencyGraph() fires on every job configuration change — every time a developer updates a Jenkinsfile, triggers a pipeline reconfiguration, adds/removes dependencies, or renames a job. In large development teams with many developers making changes throughout the day, this runs continuously.

jenkins-0002 affects the build after other projects are built trigger resolution — used in pipeline orchestration where one job starts another.

The Fix

jenkins-0001: Replace ArrayList<DependencyGroup> linear scan with indexed Map:

// Before
for (DependencyGroup g : groups) {
    if (g.matches(from, to)) { ... }  // O(D) scan
}

// After
// CWE-407 fix: Map<AbstractProject, Map<AbstractProject, DependencyGroup>> for O(1) lookup.
private Map<AbstractProject, Map<AbstractProject, DependencyGroup>> groupIndex = new HashMap<>();

DependencyGroup g = groupIndex
    .computeIfAbsent(from, k -> new HashMap<>())
    .get(to);
if (g != null) {
    g.add(dependency);
} else {
    DependencyGroup newGroup = new DependencyGroup(from, to, dependency);
    groupIndex.computeIfAbsent(from, k -> new HashMap<>()).put(to, newGroup);
    groups.add(newGroup);
}

jenkins-0002: Convert getChildJobs() result to HashSet before contains():

// Before
if (getChildJobs(ap).contains(this)) { ... }  // List.contains() O(D)

// After
// CWE-407 fix: HashSet for O(1) contains() instead of O(D) List scan.
if (new HashSet<>(getChildJobs(ap)).contains(this)) { ... }

Patch

Fix available: defects/jenkins/patch/jenkins-0001-0002-depgraph-map-index.patch

Two-location patch across DependencyGraph.java and AbstractProject.java.

Unit test: 39× speedup at N=80. rebuildDependencyGraph() growth confirmed: defective quadratic, fixed linear.

What We Ask

A patch is ready for review.

  1. Confirm receipt and assign a JIRA reference (issues.jenkins.io).
  2. Assess severity — jenkins-0001 fires on every job save in large installations; D=500 jobs produces D²=250,000 comparisons per rebuild.
  3. Coordinate a disclosure date — we are targeting 90 days from first contact.
  4. We will credit the Jenkins team in the public disclosure. Preferred acknowledgment format welcome.

Contact: see cover email. This brief is confidential until coordinated disclosure.