OSDI’12. GraphChi : Large-Scale Graph Computation on Just a PC. Aapo Kyrölä (CMU) Guy Blelloch (CMU) Carlos Guestrin (UW). In co-operation with the GraphLab team. BigData with Structure : BigGraph. social graph. follow- graph. consumer-products graph. social graph. etc.

ByGraphplan: Fast Planning through Planning Graph Analysis. Avrim Blum Merrick Furst Carnegie Mellon University. The setting: STRIPS planning. Initial Conditions : Block A on Block B, Light is on, Door is closed, … Legal Actions : Pick up object, Move from X to Y, Toggle light,… Goals:

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Default Line Graph Size. Reformatted Size Line Graph. Default Line Graph. Example of a Good Line Graph.

Graph Automorphism & Circuit Size. Joint work with Joshua A. Grochow and Cristopher Moore (SFI). Simons Workshop, September 29, 2015. The Context. The Minimum Circuit Size Problem (MCSP) = {(f,i) : f is the truth-table of a function that has a circuit of size ≤ i}.

Lecture 6 Graph Traversal. Graph Undirected graph Directed graph. Overview. Graph Undirected graph DFS, BFS, Application Directed graph DFS, BFS, Application. Graph theory. The Königsberg Bridge problem (Source from Wikipedia). Graph terminology. Undirected graph. Directed graph.

DO NOW : Take one from my desk. Complete the first 3 boxes, and make up your own for the last box! 5 minutes; need help? Ask now! Also, take your clicker.

Graph Traversals (Penelusuran Graph). Oleh : Nur Hayatin, S.ST. Teknik Informatika - Universitas Muhammadiyah Malang (UMM) Tahun Akademik 2010-2011. Sub Topik. BFS DFS. Penelusuran Graph. Metode Penelusuran. Graph Traversal : Mengunjungi tiap simpul/node secara sistematik. Metode :

COMP171 Fall 2005. Graph. Graphs. Extremely useful tool in modeling problems Consist of: Vertices Edges. Vertices can be considered “sites” or locations. Edges represent connections. D. E. C. A. F. B. Vertex. Edge. Applications. Air flight system.

Graph. A graph , G = (V, E) , is a data structure where: V is a set of vertices (aka nodes) E is a set of edges We use graphs to represent relationships among objects (relationship = edge, object = node) Examples Physical Networks: Communication, Information, Transportation, Mazes

GRAPH. INTRODUCTION. A data structure that establishes a relationship from many parents to many children is graph. In real life its used in number of situations like modelling the interonnection between various cities,airmap modelling the interconnection between various countries,

Graph. Charles Lin. Agenda. Graph Representation DFS B FS Dijkstra A* Search Bellman-Ford Floyd- Warshall Iterative? Non-iterative? MST Flow – Edmond-Karp. Graph Representation. Adjacency Matrix bool way[100][100]; cin >> i >> j; way[i][j] = true;. Graph Representation.