PPT-On The Reproducibility of Large Scale Computer Applications

Justin Y Shi shitempleedu Temple University reproducibilityXSEDE An XSEDE14 Workshop July 14 2014 Atlanta GA Why Decoupling can I mprove P rogram Reproducibility. By. Chi . Bemieh. . Fule. August 6, 2013. THESIS PRESENTATION . Outline. . of. . today’s. presentation. Justification of the study. Problem . statement. Hypotheses. Conceptual. . framework. Research . Large-scale Single-pass k-Means . Clustering. Large-scale . k. -Means Clustering. Goals. Cluster very large data sets. Facilitate large nearest neighbor search. Allow very large number of clusters. Achieve good quality. to work . reproducibly. More publications, more grants, more awesome!. Systems Genetics of Cancer. Genetic variation. In people. In . tumours. In clones. Phenotypic variation. Tumour. subtypes. Aggressiveness. Abstract. Cloud computing economically enables customers with limited computational resources to outsource large-scale computations to the cloud. . However, how to protect customers’ confidential data involved in the computations then becomes a major security concern. In this paper, we present a secure outsourcing mechanism for solving large-scale systems of linear equations (LE) in cloud.. Corn and Tomato . National Referee. 2014. Melissa Phillips. Monsanto . Seed Technology Center. Waterman, Illinois. Purpose. The purpose of the referee was to introduce Agar (plant culturing media) as a potential candidate for use in germination testing.. Lessons from the . Madagascar Project. Sergey Fomel. Jackson School of Geosciences. The University of Texas at Austin. ICERM Reproducibility . in Computational and Experimental Mathematics. 12/13/2012. Corn and Tomato. 2015 . National Referee. AOSA/SCST . 2016 Annual Meeting. Melissa Phillips. Monsanto . Seed Technology Center. Waterman, Illinois. Purpose. The purpose of the referee was to introduce Agar (plant culturing media) as a potential candidate for use in germination testing.. Marco . Canini (KAUST) and Jon Crowcroft (. University of Cambridge). What it takes to do reproducible research?. It is actually hard work for both authors and reproducers. Produce solid artifacts. Create, package, share reproducible experiments. september. 22, . 2017. Patricia Valdez, . p. h. d. Nih. extramural research integrity officer. 2. Nature. , 25 May 2016. The Reproducibility Challenge. Noted by research community; in multiple publications. Corn Germination. 2016. Melissa Phillips. Monsanto. Seed Technology Center. Waterman, Illinois USA. Purpose. The purpose of the referee was to introduce Agar (plant culturing media) as a potential candidate for use in germination testing for corn.. back to basics. oct. 27, . 2016. NIH Regional Seminar - Chicago. overview. Why the concern about reproducibility?. The NIH response. Updates to grant applications. Training and Resources. 2. overview. What is . accuracy. ?. Accuracy. refers to how . close. a measurement is to the true or actual value.. Example: A dart thrower tries to get the darts as close to the bull's-eye as possible. He wants to make . back to basics. October . 26, . 2017. Patricia Valdez, . p. h.. d.. Nih. Extramural Research Integrity Officer. overview. Why the concern about reproducibility?. The NIH response. Updates to grant applications. Marco . Canini (KAUST) and Jon Crowcroft (. University of Cambridge). What it takes to do reproducible research?. It is actually hard work for both authors and reproducers. Produce solid artifacts. Create, package, share reproducible experiments.