Evaluation and analysis results have shown that (1) the number of used PEs, (2) the size of transferred data, and (3) data alignment of a shared memory are dominant factors of network performance of CSX600.
SK: RNA preparation, analysis of qRT-PCR raw data, comparison between RNA-seq, H35 and Aramemnon data, alignment of N transporter sequences.
In this paper we have reviewed algorithms and tools for processing optical mapping data (alignment and assembly) and for using these data to identify structural variants, and to guide or validate genome assemblies.
The data were first processed using MetAlign version 1.0 (www.metAlign.nl) for baseline correction, noise elimination and subsequent spectral data alignment [35].
The authors thank Prof. Giorgio Valle, Dr. Alessandro Albiero, Dr. Riccardo Schiavon of the Centre of Biotechnology of the University of Padova - Italy (CRIBI) for collaboration on RNA sequencing and for performing data alignment.
Dynamic Time Warping (DTW) is an algorithm to align temporal sequences with possible local non-linear distortions, and has been widely applied to audio, video and graphics data alignments.
A correlation optimized warping (COW) algorithm was used to data alignment and lack of bilinearity was tackled by potential shift correction.
In order to correctly interpret the quality of the DNA sequencing data, however, proper quality control should be conducted at all stages of DNA sequencing data analysis: raw data, alignment, and variant detection.
