[PDF][PDF] O (log log n) passes is optimal for semi-streaming maximal independent set

S Assadi, C Konrad, KK Naidu… - Proceedings of the 56th …, 2024 - dl.acm.org
In the semi-streaming model for processing massive graphs, an algorithm makes multiple
passes over the edges of a given n-vertex graph and is tasked with computing the solution to …

Hidden permutations to the rescue: Multi-pass streaming lower bounds for approximate matchings

S Assadi, J Sundaresan - 2023 IEEE 64th Annual Symposium …, 2023 - ieeexplore.ieee.org
We prove that any semi-streaming algorithm for (1+ε) approximation of maximum bipartite
matching requires Ω\left (\log (1/ε)\log (1/β)\right) passes, where β∈(0,1) is the largest …

Weighted min-cut: sequential, cut-query, and streaming algorithms

S Mukhopadhyay, D Nanongkai - Proceedings of the 52nd Annual ACM …, 2020 - dl.acm.org
Consider the following 2-respecting min-cut problem. Given any weighted graph G and its
spanning tree T, find the minimum cut among the cuts that contain at most two edges in T …

Recent advances in multi-pass graph streaming lower bounds

S Assadi - ACM SIGACT News, 2023 - dl.acm.org
Recent Advances in Multi-Pass Graph Streaming Lower Bounds Page 1 Recent Advances in
Multi-Pass Graph Streaming Lower Bounds Sepehr Assadi Cheriton School of Computer …

Graph streaming lower bounds for parameter estimation and property testing via a streaming XOR lemma

S Assadi, VN - Proceedings of the 53rd Annual ACM SIGACT …, 2021 - dl.acm.org
We study space-pass tradeoffs in graph streaming algorithms for parameter estimation and
property testing problems such as estimating the size of maximum matchings and maximum …

Near-quadratic lower bounds for two-pass graph streaming algorithms

S Assadi, R Raz - 2020 IEEE 61st Annual Symposium on …, 2020 - ieeexplore.ieee.org
We prove that any two-pass graph streaming algorithm for the st reachability problem in n-
vertex directed graphs requires near-quadratic space of n 2-o (1) bits. As a corollary, we also …

Multi-pass graph streaming lower bounds for cycle counting, max-cut, matching size, and other problems

S Assadi, G Kol, RR Saxena… - 2020 IEEE 61st Annual …, 2020 - ieeexplore.ieee.org
Consider the following gap cycle counting problem in the streaming model: The edges of a 2-
regular n-vertex graph G are arriving one-by-one in a stream and we are promised that G is …

A Two-Pass (Conditional) Lower Bound for Semi-Streaming Maximum Matching∗

S Assadi - Proceedings of the 2022 Annual ACM-SIAM …, 2022 - SIAM
We prove a lower bound on the space complexity of two-pass semi-streaming algorithms
that approximate the maximum matching problem. The lower bound is parameterized by the …

Near optimal memory-regret tradeoff for online learning

B Peng, A Rubinstein - 2023 IEEE 64th Annual Symposium on …, 2023 - ieeexplore.ieee.org
In the experts problem, on each of T days, an agent needs to follow the advice of one of n
“experts”. After each day, the loss associated with each expert's advice is revealed. A …

Nearly optimal communication and query complexity of bipartite matching

J Blikstad, J Van Den Brand, Y Efron… - 2022 IEEE 63rd …, 2022 - ieeexplore.ieee.org
We settle the complexities of the maximum-cardinality bipartite matching problem (BMM) up
to polylogarithmic factors in five models of computation: the two-party communication, AND …