High Performance Algorithms for Mass Spectrometry Based Omics is popular PDF and ePub book, written by Fahad Saeed in 2022-09-02, it is a fantastic choice for those who relish reading online the Science genre. Let's immerse ourselves in this engaging Science book by exploring the summary and details provided below. Remember, High Performance Algorithms for Mass Spectrometry Based Omics can be Read Online from any device for your convenience.
High Performance Algorithms for Mass Spectrometry Based Omics Book PDF Summary
To date, processing of high-throughput Mass Spectrometry (MS) data is accomplished using serial algorithms. Developing new methods to process MS data is an active area of research but there is no single strategy that focuses on scalability of MS based methods. Mass spectrometry is a diverse and versatile technology for high-throughput functional characterization of proteins, small molecules and metabolites in complex biological mixtures. In the recent years the technology has rapidly evolved and is now capable of generating increasingly large (multiple tera-bytes per experiment) and complex (multiple species/microbiome/high-dimensional) data sets. This rapid advance in MS instrumentation must be matched by equally fast and rapid evolution of scalable methods developed for analysis of these complex data sets. Ideally, the new methods should leverage the rich heterogeneous computational resources available in a ubiquitous fashion in the form of multicore, manycore, CPU-GPU, CPU-FPGA, and IntelPhi architectures. The absence of these high-performance computing algorithms now hinders scientific advancements for mass spectrometry research. In this book we illustrate the need for high-performance computing algorithms for MS based proteomics, and proteogenomics and showcase our progress in developing these high-performance algorithms.
Detail Book of High Performance Algorithms for Mass Spectrometry Based Omics PDF
- Author : Fahad Saeed
- Release : 02 September 2022
- Publisher : Springer Nature
- ISBN : 9783031019609
- Genre : Science
- Total Page : 146 pages
- Language : English
- PDF File Size : 13,7 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book High Performance Algorithms for Mass Spectrometry Based Omics by Fahad Saeed, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.