TY - JOUR
T1 - Scientific workflows and xmdd
AU - Lamprecht, Anna Lena
AU - Margaria, Tiziana
N1 - Publisher Copyright:
© Springer-Verlag Berlin, Heidelberg 2014.
PY - 2014
Y1 - 2014
N2 - A major part of the scientific experiments that are carried out today requires thorough computational support. While database and algorithm providers face the problem of bundling resources to create and sustain powerful computation nodes, the users have to deal with combining sets of (remote) services into specific data analysis and transformation processes. Today’s attention to “big data” amplifies the issues of size, heterogeneity, and process-level diversity/integration. In the last decade, especially workflow-based approaches to deal with these processes have enjoyed great popularity. This book concerns a particularly agile and model-driven approach to manage scientific workflows that is based on the XMDD paradigm. In this chapter we explain the scope and purpose of the book, briefly describe the concepts and technologies of the XMDD paradigm, explain the principal differences to related approaches, and outline the structure of the book.
AB - A major part of the scientific experiments that are carried out today requires thorough computational support. While database and algorithm providers face the problem of bundling resources to create and sustain powerful computation nodes, the users have to deal with combining sets of (remote) services into specific data analysis and transformation processes. Today’s attention to “big data” amplifies the issues of size, heterogeneity, and process-level diversity/integration. In the last decade, especially workflow-based approaches to deal with these processes have enjoyed great popularity. This book concerns a particularly agile and model-driven approach to manage scientific workflows that is based on the XMDD paradigm. In this chapter we explain the scope and purpose of the book, briefly describe the concepts and technologies of the XMDD paradigm, explain the principal differences to related approaches, and outline the structure of the book.
KW - Modeldriven design
KW - Scientific workflows
KW - Workflow management systems
KW - XMDD
UR - http://www.scopus.com/inward/record.url?scp=84921720624&partnerID=8YFLogxK
U2 - 10.1007/978-3-662-45006-2_1
DO - 10.1007/978-3-662-45006-2_1
M3 - Article
AN - SCOPUS:84921720624
SN - 1865-0929
VL - 500
SP - 1
EP - 13
JO - Communications in Computer and Information Science
JF - Communications in Computer and Information Science
ER -