NIST Special Publication 1500 -10 NIST Big Data Interoperability Framework : Volume 9, Adoption and Modernization NIST Big Data Public Working Group Standards Roadmap Subgroup J une 2018 This publication is available free of charge from: https://doi.org/10.6028/NIST.SP.1500-10 NIST Special Publication 1500 -10 NIST Big Data Interoperability Framework : Volume 9, Adoption and Modernization NIST Big Data Public Working Group (NBD -PWG) Standards Roadmap Subgroup Information Technology Laboratory National Institute of Standards and Technology Gaithersburg, MD 20899 This publication is available free of charge from: https://doi.org/10.6028/NIST.SP.1500- 10 June 2018 U.S. Department of Commerce Wilbur L. Ross, Jr., Secretary National Institute of Standards and Technology Walter Copan, NIST Director and Undersecretary of Commerce for Standards and Technology NIST BIG DATA INFRASTRUCTURE FRAMEWORK : VOLUME 9, ADOPTION AND MODERNIZATION ii National Institute of Standards and Technology (NIST) Special Publication 1500 -10 Natl. Inst. Stand. Technol. Spec. Publ. 1500- 10, 38 pages (June 2018) CODEN: NSPUE2 This publication is available free of charge from: https://doi.org/10.6028/NIST.SP.1500- 10 Certain commercial entities, equipment, or materials may be identified in this document to describe an experimental procedure or concept adequately. Such identification is not intended to imply recommendation or endorsement by NIST, nor is it intended to imply that the entities, materials, or equipment are necessarily the best available for the purpose. There may be references in this publication to other publications currently under development by NIST in accordan ce with its assigned statutory responsibilities. The information in this publication, including concepts and methodologies, may be used by Federal agencies even before the completion of such companion publications. Thus, until each publication is completed, current requirements, guidelines, and procedures, where they exist, remain operative. For planning and transition purposes, Federal agencies may wish to closely follow the development of these new publications by NIST. Organizations are encouraged to review all publications during public comment periods and provide feedback to NIST. All NIST publications are available at http://www.nist.gov/publication- portal.cfm . Comments on this publication may be submitted to Wo Chang National Institute of Standards and Technology Attn: Wo Chang, Information Technology Laboratory 100 Bureau Drive (Mail Stop 8900) Gaithersburg, MD 20899- 8930 Email: SP1500comments@nist.gov NIST BIG DATA INTEROPERABILITY FRAMEWORK : VOLUME 9, ADOPTION AND MODERNIZATION iii Reports on Computer Systems Technology The Information Technology Laboratory (ITL) at NIST promotes the U.S. economy and public welfare by providing technical leadership for the Nation’s measurement and standards infrastructure. ITL develops tests, test methods, reference data, proof of concept implementations, and technical analyses to advance the development and productive use of information technology (IT). ITL’s responsibilities include the development of management, administrative, tech nical, and physical standards and guidelines for the cost- effective security and privacy of other than national security -related information in Federal information systems. This document reports on ITL’s research, guidance, and outreach efforts in IT and i ts collaborative activities with industry, government, and academic organizations. Abstract The potential for organizations to capture value from B ig Data improves every day as the pace of the B ig Data revolution continues to increase, but the level of value captured by companies deploying Big Data initiatives has not been equivalent across all industries. Most companies are struggling