PDF-An Effective GPU Implementation of BreadthFirst Search Lijuan Luo Martin Wong Wenmei Hwu

edu ABSTRACT Breadth64257rst search BFS has wide applications in elec tronic design automation EDA as well as in other 64257elds Researchers have tried to accelerate BFS on the GPU but the two published works are both asymptotically slower than the f. edu Ryan McDonald Google Inc 76 Ninth Avenue New York NY 10011 ryanmcdgooglecom Abstract Online reviews are often accompanied with numerical ratings provided by users for a set of service or product aspects We propose a statistical model which is abl uicedu Abstract Aspect extraction is central problem in sentiment analysis Current methods ther extract aspects without categorizing them or extract and categorize them using unsupervised topic modeling By ca tegorizing we mean the synonymous aspec berkeleyedu Abstract BreadthFirst Search is an important kernel used by many graphprocessing applications In many of these emerging applications of BFS such as analyzing social networks the input graphs are lowdiameter and scalefree We propose a hybr In the worst case the complexity of BFS is linear in the number of edges and vertices and the conventional topdown approach always takes as much time as the worst case A recently discovered bottomup approach manages to cut down the complexity all th The asymptotic behavior of the underlying quantization schemes is either quanti64257ed exactly or characterized via bounds We adapt two benchmark CS reconstruction algorithms to accommodate quantization errors and empirically demonstrate that these We argue that the emergence of new tools particularly in the opensource community have greatly eased the burden of documenting and archiving both empirical and simulation work in econometrics Some of these tools are highlighted in the discussion of SA angj hanj csuiucedu Abstract Pr vious studies have pr esented con vincing ar guments that fr equent pattern mining algorithm should not mine all fr equent patterns ut only the closed ones because the latter leads to not only mor compact yet comple We aimed to obtain a developmental pro64257le for achieving the skills of chopsticks manipulation in Chinese children and to assess the correlation between chopsticks manipulation and the level of achieving independence in eating item in the Function uiucedu ABSTRACT In unit testing a program is decomposed into units which are collections of functions A part of unit can be tested by generating inputs for a single entry function The en try function may contain pointer arguments in which case the edu ChengXiang Zhai Department of Computer Science University of Illinois at UrbanaChampaign Urbana IL 61801 czhaicsuiucedu Neel Sundaresan eBay Research Labs 2145 Hamilton Avenue San Jose CA 95125 nsundaresanebaycom ABSTRACT Web 20 technologies have Kar. -. Wai. from box office bomb to office number-one film. Yeung. . Tak. Sang, 53087121. Final Project GE1127. Intro. People always say that, it’s hard to understand a Wong . Kar-Wai’s. films. They say that it’s not a entertainment to watch his films.. 4. METU Electrical & Electronics Engineering Department. CS 179: GPU Programming Lecture 7 Week 3 Goals: Advanced GPU- accelerable algorithms CUDA libraries and tools This Lecture GPU- accelerable algorithms: Reduction Prefix sum Stream compaction Sorting (quicksort) OSH EIS.D. DUCATION 2009 ǀ 一漀牴栀眀敳琀攀牮⁕渀椀瘀敲猀椀琀礀 , Evanston, IL Thesis Title : Synthetic, Spectroscopic, and Computational Investigation of Charge and Energy Transf