Recent advances in fully dynamic graph algorithms–a quick reference guide

K Hanauer, M Henzinger, C Schulz - ACM Journal of Experimental …, 2022 - dl.acm.org
In recent years, significant advances have been made in the design and analysis of fully
dynamic algorithms. However, these theoretical results have received very little attention …

Recent advances in fully dynamic graph algorithms

K Hanauer, M Henzinger, C Schulz - arXiv preprint arXiv:2102.11169, 2021 - arxiv.org
In recent years, significant advances have been made in the design and analysis of fully
dynamic algorithms. However, these theoretical results have received very little attention …

Triest: Counting local and global triangles in fully dynamic streams with fixed memory size

LD Stefani, A Epasto, M Riondato, E Upfal - ACM Transactions on …, 2017 - dl.acm.org
“Ogni lassada xe persa.” 1--Proverb from Trieste, Italy. We present trièst, a suite of one-pass
streaming algorithms to compute unbiased, low-variance, high-quality approximations of the …

Coresets meet EDCS: algorithms for matching and vertex cover on massive graphs

S Assadi, MH Bateni, A Bernstein, V Mirrokni… - Proceedings of the …, 2019 - SIAM
There is a rapidly growing need for scalable algorithms that solve classical graph problems,
such as maximum matching and minimum vertex cover, on massive graphs. For massive …

Better algorithms for counting triangles in data streams

A McGregor, S Vorotnikova, HT Vu - … of the 35th ACM SIGMOD-SIGACT …, 2016 - dl.acm.org
We present space-efficient data stream algorithms for approximating the number of triangles
in a graph up to a factor 1+ ε. While it can be shown that determining whether a graph is …

Accelerated butterfly counting with vertex priority on bipartite graphs

K Wang, X Lin, L Qin, W Zhang, Y Zhang - The VLDB Journal, 2023 - Springer
Bipartite graphs are of great importance in many real-world applications. Butterfly, which is a
complete 2× 2 biclique, plays a key role in bipartite graphs. In this paper, we investigate the …

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 …