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From descriptive to distributed

Published 21 Feb 2025 in math.LO, cs.DC, and math.CO | (2502.15347v1)

Abstract: In the past couple of years a rich connection has been found between the fields of descriptive set theory and distributed computing. Frequently, and less surprisingly, finitary algorithms can be adopted to the infinite setting, resulting in theorems about infinite, definable graphs. In this survey, we take a different perspective and illustrate how results and ideas from descriptive set theory provide new insights and techniques to the theory of distributed computing. We focus on the two classical topics from graph theory, vertex and edge colorings. After summarizing the up-to-date results from both areas, we discuss the adaptation of Marks' games method to the LOCAL model of distributed computing and the development of the multi-step Vizing's chain technique, which led to the construction of the first non-trivial distributed algorithms for Vizing colorings. We provide a list of related open problems to complement our discussion. Finally, we describe an efficient deterministic distributed algorithm for Brooks coloring on graphs of subexponential growth.

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Open Problems

  1. Finitary factor-of-iid perfect matching 
  2. Sublogarithmic randomized Vizing coloring 
  3. Measurable local Vizing theorem 
  4. Baire measurable Vizing theorem 
  5. Factor-of-iid Δ-edge coloring of regular trees 
  6. Finitary factor-of-iid perfect matching 
  7. Sublogarithmic randomized LOCAL Vizing coloring 
  8. Measurable local Vizing theorem 
  9. Baire measurable Vizing theorem 
  10. Factor-of-iid Δ-edge coloring of the regular tree 
  11. Finitary factor-of-iid perfect matching 
  12. Mass transport versus general measured graphs for LCL problems 
  13. Measurable unfriendly coloring for bounded-degree measured graphs 
  14. Measurable–Borel equivalence for linear-growth graph classes 
  15. LOCAL complexity of the Lovász Local Lemma on subexponential-growth graphs 
  16. Borel chromatic-index complexity on acyclic regular graphs 
  17. Sublogarithmic randomized LOCAL complexity of Vizing coloring 
  18. Measurable local Vizing theorem 
  19. Baire measurable Vizing theorem 
  20. Factor-of-iid Δ-edge coloring of the regular tree 
  21. Mass transport advantage for LCL problems 
  22. Measurable unfriendly coloring 
  23. Measurable-Borel equivalence for linear-growth classes 
  24. LOCAL complexity of the Lovász Local Lemma on subexponential-growth graphs 
  25. Borel chromatic-index complexity on acyclic regular graphs 
  26. Hyperfinite acyclic Borel graph coloring complexity 
  27. Complexity of measurable colorability 
  28. Homomorphism from Marks’ example to acyclic Borel graphs 
  29. Homomorphism to compact subshifts 
  30. Stronger LOCAL model preserving Marks’ obstruction 
  31. Connection between round elimination and Marks’ method 
  32. Undecidability of hyperfiniteness complexity 
  33. Complexity of hyperfinite acyclic graphs with Δ-colorings 
  34. Complexity of measurable chromatic-number codes 
  35. Homomorphism to Marks’ example under non-smoothness 
  36. Homomorphism to compact subshifts and their projective complexity 
  37. A stronger LOCAL model supporting Marks’ obstruction 
  38. Homomorphism transfer conjecture without probabilistic construction 
  39. Mass transport principle and measurable LCL solvability 
  40. Measurable unfriendly coloring 
  41. Measurable-versus-Borel solvability on linear-growth classes 
  42. LOCAL complexity of the Lovász Local Lemma on subexponential-growth graphs 
  43. Projective complexity of Borel chromatic-index thresholds 
  44. Complexity of hyperfinite acyclic Borel graphs with Δ-colorings 
  45. Complexity of measurable chromatic-number codes 
  46. Universality of Marks’ example for compact subshifts 
  47. A stronger LOCAL model preserving Marks’ obstruction 

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