Proof of the Density Threshold Conjecture for Pinwheel Scheduling
Akitoshi Kawamura
Abstract
In the pinwheel scheduling problem, each task i is associated with a positive integer a i called its period, and we want to (perpetually) schedule one task per day so that each task i is performed at least once every a i days. An obvious necessary condition for schedulability is that the density, defined as the sum of execution rates 1/a i , does not exceed 1. We prove that all instances with density not exceeding 5/6 are schedulable, as was conjectured by Chan and Chin in 1993. Like some of the known partial progress towards the conjecture, our proof involves computer search for schedules for a large but finite set of instances. A key idea in our reduction to these finite cases is to generalize the problem to fractional (non-integer) periods in an appropriate way. As byproducts of our ideas, we obtain a simple proof that every instance with two distinct periods and density at most 1 is schedulable, as well as a fast algorithm for the bamboo garden trimming problem with approximation ratio 4/3.
(PNAS), 123(32), e2530214123, 2026. Theorem numbers correspond to those in the published version, though section and reference numbers differ. Preliminary announcements of this work appeared at IPSJ SIG on Algorithms [24,25] and the 56th Annual ACM Symposium on Theory of Computing (STOC) [26].
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Cited by top-tier papers3
- Finite Pinwheel Scheduling: the k-Visits ProblemSotiris Kanellopoulos, Christos Pergaminelis, Maria Kokkou, Euripides Markou et al.SODA 2026 · 2 citations
- Online Proportional ApportionmentJavier Cembrano, José Correa, Svenja M. Griesbach, Victor VerdugoSODA 2026
- An Optimal Density Bound for Discretized Point PatrollingAhan MishraSODA 2026
Builds on1
Related papers
- Tighter Bounds of Speedup Factor of Partitioned EDF for Constrained-Deadline Sporadic TasksXingwu Liu, Zizhao Chen, Xin Han, Zhenyu Sun et al.RTSS 2021 · 1 citation
- A Subexponential Time Algorithm for Makespan Scheduling of Unit Jobs with Precedence ConstraintsJesper Nederlof, Céline M. F. Swennenhuis, Karol WegrzyckiSODA 2025
- A Tight (3/2 + ∈ )-Approximation Algorithm for Demand Strip PackingFranziska Eberle, Felix Hommelsheim, Malin Rau, Stefan WalzerSODA 2025 · 2 citations
- On Minimizing Tardy Processing Time, Max-Min Skewed Convolution, and Triangular Structured ILPsKim-Manuel Klein, Adam Polak, Lars RohwedderSODA 2023 · 5 citations
- Improved Approximation Algorithms for Non-preemptive Throughput MaximizationAlexander Armbruster, Fabrizio Grandoni, Antoine Tinguely, Andreas WieseSTOC 2026 · 1 citation
