Trends in IT Innovation to Build a Next Generation Bioinformatics Solution to Manage and Analyse Biological Big Data Produced by NGS Technologies
المؤلفون المشاركون
Meyniel, Jean-Philippe
Fairhead, Cécile
Neuvéglise, Cécile
Malpertuy, Alain
de Brevern, A. G.
المصدر
العدد
المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-15، 15ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2015-06-01
دولة النشر
مصر
عدد الصفحات
15
التخصصات الرئيسية
الملخص EN
Sequencing the human genome began in 1994, and 10 years of work were necessary in order to provide a nearly complete sequence.
Nowadays, NGS technologies allow sequencing of a whole human genome in a few days.
This deluge of data challenges scientists in many ways, as they are faced with data management issues and analysis and visualization drawbacks due to the limitations of current bioinformatics tools.
In this paper, we describe how the NGS Big Data revolution changes the way of managing and analysing data.
We present how biologists are confronted with abundance of methods, tools, and data formats.
To overcome these problems, focus on Big Data Information Technology innovations from web and business intelligence.
We underline the interest of NoSQL databases, which are much more efficient than relational databases.
Since Big Data leads to the loss of interactivity with data during analysis due to high processing time, we describe solutions from the Business Intelligence that allow one to regain interactivity whatever the volume of data is.
We illustrate this point with a focus on the Amadea platform.
Finally, we discuss visualization challenges posed by Big Data and present the latest innovations with JavaScript graphic libraries.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
de Brevern, A. G.& Meyniel, Jean-Philippe& Fairhead, Cécile& Neuvéglise, Cécile& Malpertuy, Alain. 2015. Trends in IT Innovation to Build a Next Generation Bioinformatics Solution to Manage and Analyse Biological Big Data Produced by NGS Technologies. BioMed Research International،Vol. 2015, no. 2015, pp.1-15.
https://search.emarefa.net/detail/BIM-1057179
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
de Brevern, A. G.…[et al.]. Trends in IT Innovation to Build a Next Generation Bioinformatics Solution to Manage and Analyse Biological Big Data Produced by NGS Technologies. BioMed Research International No. 2015 (2015), pp.1-15.
https://search.emarefa.net/detail/BIM-1057179
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
de Brevern, A. G.& Meyniel, Jean-Philippe& Fairhead, Cécile& Neuvéglise, Cécile& Malpertuy, Alain. Trends in IT Innovation to Build a Next Generation Bioinformatics Solution to Manage and Analyse Biological Big Data Produced by NGS Technologies. BioMed Research International. 2015. Vol. 2015, no. 2015, pp.1-15.
https://search.emarefa.net/detail/BIM-1057179
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1057179
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر