Tag
dependency-graphs
- Oct 2, 2026 Inter-Operator Parallelism and Stream Scheduling Independent branches of a graph can run concurrently on separate queues, but overlap only helps when the branches use different resources and the dependencies are exact. inference systems
- Sep 25, 2026 Topological Readiness in Workflow Dependency Graphs How a scheduler decides which task may start, why the dependency edge carries ordering rather than data, and what the critical path bounds. data engineering
- Aug 5, 2026 Cycles in Module Dependency Graphs and How to Break Them Why a dependency cycle collapses independent modules into one release unit, how strongly connected components expose the real structure, and which refactorings remove a cycle without adding another. software architecture
- Apr 26, 2026 Content-Addressed Provenance Graphs for Derived Outputs Recording each step as a node keyed by the hash of its inputs, code, parameters, and environment, so that any output can be traced back to the exact bytes and commands that produced it. scientific computing
- Apr 16, 2026 Attack Graphs, Shared Subgoals, and Shortest Paths Through State Space How an attack graph differs from an attack tree, why shared subgoals force a DAG, and how monotone reachability analysis computes the closure of what an attacker can obtain. security
- Nov 4, 2025 Incremental Static Analysis: Dirty Sets and Cache Invalidation What can be reused when one file changes, how cache keys must cover dependencies and configuration, and why under-approximated invalidation produces confident wrong answers. developer tools
- Feb 1, 2024 Trigger Rules and Failure Propagation Across a Dependency Graph Why all-success is only one of several completion conditions, how per-edge skip states propagate downstream, and what an any-failed branch costs. data engineering
- Dec 15, 2022 Building the Dependency Graph from Manifests Why a manifest describes requirements rather than edges, how node identity is decided, which dependency kinds the walk follows, and why the graph only exists after versions are chosen. developer tools