B Ketsman, D Suciu - Proceedings of the 36th ACM SIGMOD-SIGACT …, 2017 - dl.acm.org
We study the optimal communication cost for computing a full conjunctive query Q over p distributed servers. Two prior results were known. First, for one-round algorithms over skew …
Due to the rapid development of massively parallel data processing systems such as MapReduce and Spark, there have been revived interests in designing algorithms in a …
X Hu - Proceedings of the 40th ACM SIGMOD-SIGACT-SIGAI …, 2021 - dl.acm.org
This paper considers the worst-case complexity of multi-round join evaluation in the Massively Parallel Computation (MPC) model. Unlike the sequential RAM model, in which …
X Hu, Y Tao - Journal of the ACM, 2024 - dl.acm.org
We study equi-join computation in the massively parallel computation (MPC) model. Currently, a main open question under this topic is whether it is possible to design an …
X Hu, K Yi - Proceedings of the 38th ACM SIGMOD-SIGACT-SIGAI …, 2019 - dl.acm.org
Massively parallel join algorithms have received much attention in recent years, while most prior work has focused on worst-optimal algorithms. However, the worst-case optimality of …
S Deng, Y Tao - … Conference on Database Theory (ICDT 2024), 2024 - drops.dagstuhl.de
Given a massive data graph G=(V, E) and a small pattern graph Q, the goal of subgraph enumeration is to list all the subgraphs of G isomorphic to Q. In the external memory (EM) …
In this paper, we study the communication complexity for the problem of computing a conjunctive query on a large database in a parallel setting with $ p $ servers. In contrast to …
M Learning, D Mining, S Computing - 2022 - dl.acm.org
of the ACM 2024 Volume 71, Number 2 Journal of the ACM continued on back cover INVITED ARTICLES Logic and Computation Article 7 (70 pages) M. Lichter P. Schweitzer Choiceless …
A wide range of application areas require efficient algorithmic solutions for combinatorial problems. The theory of NP-hardness tells us that we cannot expect optimal polynomial-time …