Theory Seminar: Fast Approximate Shortest Paths in the Congested Clique

דובר:
מיכל דורי (מדעי המחשב, טכניון)
תאריך:
יום רביעי, 29.5.2019, 12:30
מקום:
טאוב 201

I will discuss our recent shortest paths algorithms in the distributed congested clique model. Our first contribution is a (2+epsilon)-approximation algorithm for all-pairs shortest paths (APSP) requiring only polylogarithmic number of rounds. This is the first sub-polynomial constant approximation for APSP in this model. We also significantly improve upon the state-of-the-art for approximate multi-source shortest paths and diameter, as well as exact single-source shortest paths (SSSP). Our main techniques are new distance tools that are obtained via improved algorithms for sparse matrix multiplication.

Joint work with Keren Censor-Hillel, Janne H. Korhonen and Dean Leitersdorf.

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