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Re: Breaking the Sorting Barrier for Directed Single-Source Shortest Paths


From: Tom Beecher via NANOG <nanog () lists nanog org>
Date: Mon, 18 Aug 2025 10:26:46 -0400


TLDR: Dijkstra got defeated after 40 years. It will be interesting to see
what convergence times will look like with this implemented.


Good case study of why you can't TLDR science.  From the paper directly ,
emphasis on the last sentence mine :

Dijkstra’s algorithm also produces an ordering of vertices by distances
from the source as a byproduct. A recent contribution by Haeupler, Hladík,
Rozhoň, Tarjan and Tětek [HHR+24] showed that Dijkstra’s algorithm is
optimal if we require the algorithm to output the order of vertices by
distances. If only the distances and not the ordering are required, a
recent result by Duan, Mao, Shu and Yin [DMSY23] provided an O(m √ log n
log log n)-time randomized SSSP algorithm for undirected graphs, better
than O(n log n) in sparse graphs. ***** However it remains to break such a
sorting barrier in directed graphs. *****


1. Dijkstra wasn't 'defeated'.  There have been many algorithms that
outperformed Dijkstra's under specific cases.
2. OSPF and IS-IS are directed graphs. This algorithm outperforms Dijkstra
on *undirected* graphs.


On Sun, Aug 17, 2025 at 11:57 PM Ryan Hamel via NANOG <nanog () lists nanog org>
wrote:

I was scrolling LinkedIn and came across a post that mentioned a research
paper: Breaking the Sorting Barrier for Directed Single-Source Shortest
Paths

TLDR: Dijkstra got defeated after 40 years. It will be interesting to see
what convergence times will look like with this implemented.

Different formats of the same research paper:


  *
https://arxiv.org/pdf/2504.17033
  *
https://dl.acm.org/doi/pdf/10.1145/3717823.3718179

Kind regards,

Ryan Hamel

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