External memory algorithms and data structures: Dealing with massive data

JS Vitter - ACM Computing surveys (CsUR), 2001 - dl.acm.org
Data sets in large applications are often too massive to fit completely inside the computers
internal memory. The resulting input/output communication (or I/O) between fast internal …

Algorithms and data structures for external memory

JS Vitter - … and Trends® in Theoretical Computer Science, 2008 - nowpublishers.com
Data sets in large applications are often too massive to fit completely inside the computer's
internal memory. The resulting input/output communication (or I/O) between fast internal …

[PDF][PDF] Computing Point-to-Point Shortest Paths from External Memory.

AV Goldberg, RFF Werneck - ALENEX/ANALCO, 2005 - renatowerneck.wordpress.com
We study the ALT algorithm [19] for the point-to-point shortest path problem in the context of
road networks. We suggest improvements to the algorithm itself and to its preprocessing …

Is-label: an independent-set based labeling scheme for point-to-point distance querying on large graphs

AWC Fu, H Wu, J Cheng, S Chu… - arXiv preprint arXiv …, 2012 - arxiv.org
We study the problem of computing shortest path or distance between two query vertices in
a graph, which has numerous important applications. Quite a number of indexes have been …

Efficient processing of distance queries in large graphs: a vertex cover approach

J Cheng, Y Ke, S Chu, C Cheng - Proceedings of the 2012 ACM …, 2012 - dl.acm.org
We propose a novel disk-based index for processing single-source shortest path or distance
queries. The index is useful in a wide range of important applications (eg, network analysis …

Efficient single-source shortest path and distance queries on large graphs

AD Zhu, X Xiao, S Wang, W Lin - Proceedings of the 19th ACM SIGKDD …, 2013 - dl.acm.org
This paper investigates two types of graph queries: single source distance (SSD) queries
and single source shortest path (SSSP) queries. Given a node v in a graph G, an SSD query …

Cache-oblivious data structures and algorithms for undirected breadth-first search and shortest paths

GS Brodal, R Fagerberg, U Meyer, N Zeh - … July 8-10, 2004. Proceedings 9, 2004 - Springer
We present improved cache-oblivious data structures and algorithms for breadth-first search
and the single-source shortest path problem on undirected graphs with non-negative edge …

[PDF][PDF] Priority queues and Dijkstra's algorithm

M Chen, RA Chowdhury, V Ramachandran, DL Roche… - 2007 - cs.utexas.edu
We study the impact of using different priority queues in the performance of Dijkstra's SSSP
algorithm. We consider only general priority queues that can handle any type of keys …

I/O efficient: Computing SCCs in massive graphs

Z Zhang, JX Yu, L Qin, L Chang, X Lin - Proceedings of the 2013 ACM …, 2013 - dl.acm.org
A strongly connected component (SCC) is a maximal subgraph of a directed graph G in
which every pair of nodes are reachable from each other in the SCC. With such a property, a …

Design and implementation of a practical i/o-efficient shortest paths algorithm

U Meyer, V Osipov - 2009 Proceedings of the Eleventh Workshop on …, 2009 - SIAM
We report on initial experimental results for a practical I/O-efficient Single-Source Shortest-
Paths (SSSP) algorithm on general undirected sparse graphs where the ratio between the …