Druid: A real-time analytical data store

F Yang, E Tschetter, X Léauté, N Ray… - Proceedings of the …, 2014 - dl.acm.org
Druid is an open source data store designed for real-time exploratory analytics on large data
sets. The system combines a column-oriented storage layout, a distributed, shared-nothing …

Query preserving graph compression

W Fan, J Li, X Wang, Y Wu - Proceedings of the 2012 ACM SIGMOD …, 2012 - dl.acm.org
It is common to find graphs with millions of nodes and billions of edges in, eg, social
networks. Queries on such graphs are often prohibitively expensive. These motivate us to …

Reachability and time-based path queries in temporal graphs

H Wu, Y Huang, J Cheng, J Li… - 2016 IEEE 32nd …, 2016 - ieeexplore.ieee.org
A temporal graph is a graph in which vertices communicate with each other at specific time,
eg, A calls B at 11 am and talks for 7 minutes, which is modeled by an edge from A to B with …

Ferrari: Flexible and efficient reachability range assignment for graph indexing

S Seufert, A Anand, S Bedathur… - 2013 IEEE 29th …, 2013 - ieeexplore.ieee.org
In this paper, we propose a scalable and highly efficient index structure for the reachability
problem over graphs. We build on the well-known node interval labeling scheme where the …

Reachability queries on large dynamic graphs: a total order approach

AD Zhu, W Lin, S Wang, X Xiao - Proceedings of the 2014 ACM SIGMOD …, 2014 - dl.acm.org
Reachability queries are a fundamental type of queries on graphs that find important
applications in numerous domains. Although a plethora of techniques have been proposed …

Answering billion-scale label-constrained reachability queries within microsecond

Y Peng, Y Zhang, X Lin, L Qin, W Zhang - Proceedings of the VLDB …, 2020 - dl.acm.org
In this paper, we study the problem of label-constrained reachability (LCR) query which is
fundamental in many applications with directed edge-label graphs. Although the classical …

Reachability querying: Can it be even faster?

J Su, Q Zhu, H Wei, JX Yu - IEEE Transactions on Knowledge …, 2016 - ieeexplore.ieee.org
As an important graph operator, reachability query has been extensively studied over
decades, which is to check whether a vertex can reach another vertex over a large directed …

Compression of uncertain trajectories in road networks

T Li, R Huang, L Chen, CS Jensen… - Proceedings of the VLDB …, 2020 - vbn.aau.dk
Massive volumes of uncertain trajectory data are being generated by GPS devices. Due to
the limitations of GPS data, these trajectories are generally uncertain. This state of affairs …

TF-Label: A topological-folding labeling scheme for reachability querying in a large graph

J Cheng, S Huang, H Wu, AWC Fu - Proceedings of the 2013 ACM …, 2013 - dl.acm.org
Reachability querying is a basic graph operation with numerous important applications in
databases, network analysis, computational biology, software engineering, etc. Although …

Landmark indexing for evaluation of label-constrained reachability queries

LDJ Valstar, GHL Fletcher, Y Yoshida - Proceedings of the 2017 ACM …, 2017 - dl.acm.org
Consider a directed edge-labeled graph, such as a social network or a citation network. A
fundamental query on such data is to determine if there is a path in the graph from a given …