... factorization than GP (~4x) ... Supernode = group of adjacent columns of L with ... over GP column-column. 22 matrices: Order 765 to 76480; GP factor time ...
Milan D. Mihajlovic. School of Computer Science. The University of Manchester. Acknowledgements ... Alexandre Klimowicz final year PhD student for all the ...
... of x by depth-first search from nonzeros of b ... dfs in G(LT) to predict nonzeros of x; x(1:n) = b(1:n) ... Depth-first search calls 'visit' once per flop ...
Columns may be preordered for sparsity. Rows permuted by partial pivoting (maybe) ... Supernode = group of (contiguous) factor columns with nested structures ...
Supernode = group of (contiguous) factor columns with ... Speedup over GP column-column. 22 matrices: Order 765 to 76480; GP factor time 0.4 sec to 1.7 hr ...
BDIV: Recevoir Lkk et recevoir et ajouter les AUBij pour Ajk; BDIV(j, ... BDIV: Recevoir Lkk et Ukk et recevoir et ajouter les AUBij pour Ajk et Aki; ...
Solve Ax=b by block back substitution. Irreducible (strong Hall) ... nonzero structure of B to make factoring ... s(A, B) = max{? : Ax = ?Bx} = ?max(A, B) ...
Permutation Matrix or Ordering. Thus ordering to reduce fill or to ... Choose permutation matrix P so that Cholesky factor L' of PAPT has less fill than L. ...
Fast Monte Carlo algorithms for finding. low-rank approximations [Frieze, Kannan, Vempala] ... if coin flip yields heads or BFS has reached at least w vertices ...
Henning Schulzrinne Dept. of Computer Science, Columbia University, New York (based on work in collaboration with IRT students & staff, as well as the IETF GEOPRIV ...
Advanced Operating Systems Lecture 9: Distributed Systems Architecture University of Tehran Dept. of EE and Computer Engineering By: Dr. Nasser Yazdani
Title: PowerPoint Presentation Last modified by: Tony White Created Date: 1/1/1601 12:00:00 AM Document presentation format: On-screen Show Other titles
Chapter 2 Resistive Circuits Chapter 2 Resistive Circuits Circuit Analysis using Series/Parallel Equivalents Begin by locating a combination of resistances that are ...
NODAL AND LOOP ANALYSIS TECHNIQUES LEARNING GOALS NODAL ANALYSIS LOOP ANALYSIS Develop systematic techniques to determine all the voltages and currents in a circuit
All off-diagonal elements are negative or zero. Next Next Solution : Next We can write the nodal voltage equation in matrix form, directly by inspection : ...
Henning Schulzrinne Dept. of Computer Science, Columbia University, New York (based on work in collaboration with IRT students & staff, as well as the IETF GEOPRIV ...
P2P-SIP Peer to peer Internet telephony using SIP Kundan Singh and Henning Schulzrinne Columbia University, New York May 2005 http://www.cs.columbia.edu/IRT/p2p-sip
Title: Problemy Przetwarzania R wnoleg ego Author: Jacek Kitowski Last modified by: kito Created Date: 2/21/1999 9:03:56 PM Document presentation format
15-744: Computer Networking L-22: P2P Peer-to-Peer Networks Typically each member stores/provides access to content Has quickly grown in popularity Bulk of traffic ...
Modeling massive dynamic graphs Chris Volinsky AT&T Research Statistics Research Department Along with: Deepak Agarwal, Bob Bell, Corinna Cortes, Shawndra Hill, Daryl ...
Mohammad T. Hajiaghayi University of Maryland * * * * * Outline Buy-at-bulk Network Design Prize-collecting Network Design Bidimensionality Theory Steiner Trees ...
Trustworthy Sensor Networks Daniel Aegerter, 41542053 Supervisor: Rajan Shankaran Agenda Problem Statement Wireless Sensor Networks Notion of Trust in Wireless Sensor ...
Problem Statement of P2P Streaming Protocol (PPSP) draft-ietf-ppsp-problem-statement-01 Y. Zhang, N. Zong, G.Camarillo, J.seng and R. Yang IETF-80, Prague, March 28 ...
12 Mesh-Related Architectures Study variants of simple mesh and torus architectures: Variants motivated by performance or cost factors Related architectures: pyramids ...
Trees for spatial indexing Part 2 : SAMs SAMs Answering question The Kd-Trie, is similar to kd-tree. In the article it was used for kd-tree. The split-axis isn t in ...
Kazaa. File sharing. Communication and collaboration ... Unstructured (Kazaa, Gnutella,...) Structured (DHT: Chord, CAN,...) Skype and related systems ...
Importance = stationary distribution of Markov process. ... Stationary distribution. of a Markov chain. Power method: matvec. and vector arithmetic ...
How to discover an existing DHT? How to construct a DHT efficiently ... How to construct a DHT efficiently from scratch. first time or after major disruption ...
VoIP Case Study: Skype Dr. Danny Tsang Department of Electrical & Electronic Engineering Hong Kong University of Science and Technology Phone becomes the Portal ...
Focus on building a distributed hash table (DHT) Finger tables. PlanetP; ... Bit torrent. Designed for high bandwidth. Napster. Success started the whole craze ...
Joint work with Stanley Kok, Daniel Lowd, Hoifung Poon, Matt ... Marc Sumner, and Jue Wang. Overview. Motivation. Background. Markov logic. Inference. Learning ...