PPT-On Centralized Sublinear Algorithms and Some Relations to Distributed Computing

Dana Ron TelAviv University ADGA October 2015 Efficient Centralized Algorithms Usually when we say that an algorithm is efficient we mean that it runs in time polynomial in the input size . It enables analytics and knowledge generation to occur at the source of the data This approach requires leveraging resources that may not be continuously connected to a network such as laptops smartphones tablets and sensors Edge Computing covers a Uni processor computing can be called centralized computing brPage 3br mainframe computer workstation network host network link terminal centralized computing distributed computing A distributed system is a collection of independent computers interc David Ríos. CSCI 6175. Fall 2011. Why are we going to spend 25 minutes on Condor?. Agenda. What is Condor?. Who can benefit from Condor?. Distributed Computer Concepts. Condor Design Philosophy. How Condor Works. PropagationModelsforTrustandDistrustinSocialNetworks Centralized Distributed Centralized Group Group Scalar Local Global Trust Metric Features ig.2.rustmetricclassi Talya Eden, . Tel Aviv . University. Amit Levi, . University of Waterloo. Dana . Ron, . Tel Aviv . University. C. . Seshadhri. , . UC Santa Cruz. Counting Triangles. Basic graph-theoretic algorithmic . Lecture . 10: . Sublinear. Algorithm. Zhu Han. University of Houston. Thanks for Professor Dan Wang’s slides. 1. outline. Motivations. Inequalities and classifications . Examples. Applications. 2. Problem - a well defined task.. Sort a list of numbers.. Find a particular item in a list.. Find a winning chess move.. Algorithms. A series of precise steps, known to stop eventually, that solve a problem.. Talya Eden, . Tel Aviv . University. Amit Levi, . University of Waterloo. Dana . Ron, . Tel Aviv . University. C. . Seshadhri. , . UC Santa Cruz. Counting Triangles. Basic graph-theoretic algorithmic . Kalman Filtering. By: Aaron . Dyreson. (aaron.dyreson@mavs.uta.edu). Supervising Professor: Dr. . Ioannis. . Schizas. (schizas@uta.edu). Introduction. Topic of Research: The performance of different distributed Kalman Filtering Algorithms in wireless sensor networks. Lecture . 10: . Sublinear. Algorithm. Zhu Han. University of Houston. Thanks for Professor Dan Wang’s slides. 1. outline. Motivations. Inequalities and classifications . Examples. Applications. 2. TexPoint. fonts used in EMF. . Read the . TexPoint. manual before you delete this box.: . A. A. A. A. Companion slides . for. Distributed Computing. Through . Combinatorial Topology. Maurice . Herlihy . 10 Bat Algorithms Xin-She Yang, Nature-Inspired Optimization Algorithms, Elsevier, 2014 The bat algorithm (BA) is a bio-inspired algorithm developed by Xin-She Yang in 2010. 10.1 Echolocation of Bats Simulations and Reductions TexPoint fonts used in EMF. Read the TexPoint manual before you delete this box.: A A A A Companion slides for Distributed Computing Through Combinatorial Topology Maurice Block Sparse Fourier Transform. Volkan. . Cevher. Michael . Kapralov. Jonathan Scarlett. Amir . Zandieh. EPFL. 1. Discrete Fourier transform. . . root of unity . Fast Fourier Transform.