NIST-analytics.bib

@misc{cloudmesh-ee,
  author =	 {von Laszewski, Gregor},
  title =	 {{cloudmesh-ee}},
  year =	 2023,
  month =	 sep,
  note =	 {[Online; accessed 8. Sep. 2023]},
  url =		 {https://github.com/cloudmesh/cloudmesh-ee}
}

@misc{cloudmesh-storage,
  author =	 {von Laszewski, Gregor},
  title =	 {{cloudmesh-storage}},
  year =	 2023,
  month =	 sep,
  note =	 {[Online; accessed 8. Sep. 2023]},
  url =		 {https://github.com/cloudmesh/cloudmesh-storage}
}

@InProceedings{las-2023-escience,
  author =	 {von Laszewski, Gregor and Fleischer, J.P. and Fox,
                  Geoffrey C. and Juri Papay and Sam Jackson and Jeyan
                  Thiyagalingam},
  title =	 {Templated Hybrid Reusable Computational Analytics
                  Workflow Management with Cloudmesh, Applied to the
                  Deep Learning MLCommons Cloudmask Application},
  booktitle =	 {eScience'23},
  year =	 2023,
  month =	 oct,
  address =	 {Limassol, Cyprus},
  organization = {Second Workshop on Reproducible Workflows, Data, and
                  Security (ReWorDS 2022)},
  url =
                  {https://github.com/cyberaide/paper-cloudmesh-cc-ieee-5-pages/raw/main/vonLaszewski-cloudmesh-cc.pdf}
}

@Article{las-2023-mlcommons-edu-eq,
  author =	 {von Laszewski, Gregor and Fleischer, J.P. and
                  Knuuti, R. and Fox, G.C. and Kolessar, J. and
                  Butler, T.S. and Fox, J.},
  title =	 {Opportunities for enhancing MLCommons efforts while
                  leveraging insights from educational MLCommons
                  earthquake benchmarks efforts},
  journal =	 {Frontiers in High Performance Computing,},
  year =	 2023,
  volume =	 1,
  number =	 1233877,
  pages =	 31,
  month =	 oct,
  url =		 {https://doi.org/10.3389/fhpcp.2023.1233877}
}

@misc{las-2023-ai-workflow,
  title =	 {Hybrid Reusable Computational Analytics Workflow
                  Management with Cloudmesh Applied to the MLCommons
                  Cloudmask Application},
  author =	 {von Laszewski, Gregor and J.P. Fleischer and
                  Geoffrey C. Fox},
  year =	 2023,
  archivePrefix ={arXiv},
  primaryClass = {cs.DC},
  note =	 {12 pages},
  url =		 {https://arxiv.org/pdf/2210.16941.pdf},
  urlOPT =
                  {https://github.com/cyberaide/paper-cloudmesh-cc/raw/main/vonLaszewski-cloudmesh-cc.pdf}
}

@article{fair-principle,
  author =	 {Wilkinson, Mark D. and Dumontier, Michel and
                  Aalbersberg, IJsbrand Jan and Appleton, Gabrielle
                  and Axton, Myles and Baak, Arie and Blomberg, Niklas
                  and Boiten, Jan-Willem and da Silva Santos, Luiz
                  Bonino and Bourne, Philip E. and Bouwman, Jildau and
                  Brookes, Anthony J. and Clark, Tim and Crosas,
                  Merc{\`e} and Dillo, Ingrid and Dumon, Olivier and
                  Edmunds, Scott and Evelo, Chris T. and Finkers,
                  Richard and Gonzalez-Beltran, Alejandra and Gray,
                  Alasdair J. G. and Groth, Paul and Goble, Carole and
                  Grethe, Jeffrey S. and Heringa, Jaap and 't Hoen,
                  Peter A. C and Hooft, Rob and Kuhn, Tobias and Kok,
                  Ruben and Kok, Joost and Lusher, Scott J. and
                  Martone, Maryann E. and Mons, Albert and Packer,
                  Abel L. and Persson, Bengt and Rocca-Serra, Philippe
                  and Roos, Marco and van Schaik, Rene and Sansone,
                  Susanna-Assunta and Schultes, Erik and Sengstag,
                  Thierry and Slater, Ted and Strawn, George and
                  Swertz, Morris A. and Thompson, Mark and van der
                  Lei, Johan and van Mulligen, Erik and Velterop, Jan
                  and Waagmeester, Andra and Wittenburg, Peter and
                  Wolstencroft, Katherine and Zhao, Jun and Mons,
                  Barend},
  date =	 {2016/03/15},
  date-added =	 {2023-10-25 13:29:59 -0400},
  date-modified ={2023-10-25 13:29:59 -0400},
  doi =		 {10.1038/sdata.2016.18},
  id =		 {Wilkinson2016},
  isbn =	 {2052-4463},
  journal =	 {Scientific Data},
  number =	 1,
  pages =	 160018,
  title =	 {The FAIR Guiding Principles for scientific data
                  management and stewardship},
  url =		 {https://doi.org/10.1038/sdata.2016.18},
  volume =	 3,
  year =	 2016,
  bdsk-url-1 =	 {https://doi.org/10.1038/sdata.2016.18}
}

@misc{cloudmesh-globus,
  author =	 {cloudmesh},
  title =	 {{cloudmesh-globus}},
  year =	 2022,
  month =	 dec,
  note =	 {[Online; accessed 9. Dec. 2022]},
  url =		 {https://github.com/cloudmesh/cloudmesh-globus}
}

@misc{www-cloudmesh-storage,
  author =	 {cloudmesh},
  title =	 {{cloudmesh-storage}},
  journal =	 {GitHub},
  year =	 2022,
  month =	 dec,
  note =	 {[Online; accessed 9. Dec. 2022]},
  url =		 {https://github.com/cloudmesh/cloudmesh-storage}
}

@misc{www-globus-transfer,
  title =	 {{Data Transfer With Globus}},
  year =	 2022,
  month =	 dec,
  note =	 {[Online; accessed 9. Dec. 2022]},
  url =		 {https://www.globus.org/data-transfer}
}

@misc{www-idc-forecast,
  author =	 {{John Rydning}},
  title =	 {{Worldwide Global DataSphere and Global
                  StorageSphere Structured and Unstructured Data
                  Forecast, 2021-2025}},
  note =	 {{IDC}},
  year =	 2021,
  month =	 jul,
  url =
                  {https://www.idc.com/getdoc.jsp?containerId=US47998321}
}

@misc{www-rest,
  key =		 {REST},
  title =	 {{Representational state transfer}},
  year =	 2004,
  month =	 aug,
  url =
                  {https://en.wikipedia.org/w/index.php?title=Representational_state_transfer&oldid=1090380967}
}

@misc{www-top500,
  key =		 {top500},
  title =	 {{TOP500}},
  year =	 2022,
  month =	 jun,
  url =		 {https://www.top500.org}
}

@techreport{nist-Lee2020,
  doi =		 {10.6028/nist.sp.500-332},
  url =		 {https://doi.org/10.6028/nist.sp.500-332},
  year =	 2020,
  month =	 feb,
  publisher =	 {National Institute of Standards and Technology},
  author =	 {Craig A Lee and Robert B Bohn and Martial Michel},
  title =	 {The {NIST} Cloud Federation Reference Architecture}
}

@misc{nist-bigdatawg,
  author =	 {{NIST}},
  title =	 {Home Page},
  howpublished = {Web Page},
  url =		 https://bigdatawg.nist.gov/show_InputDoc.php
}
}

@misc{wrf-data,
  author =	 {{NCAR}},
  title =	 {WRF Users Page, WPS V4 Geographical Static Data
                  Downloads Page},
  year =	 2022,
  month =	 jan,
  note =	 {[Online; accessed 7. Mar. 2022]},
  url =
                  {https://www2.mmm.ucar.edu/wrf/users/download/get_sources_wps_geog.html}
}

@misc{cisl_rda_ds083.2,
  author =	 "{National Centers for Environmental Prediction,
                  National Weather Service, NOAA, U.S. Department of
                  Commerce}",
  title =	 "NCEP FNL Operational Model Global Tropospheric
                  Analyses, continuing from July 1999",
  publisher =	 "Research Data Archive at the National Center for
                  Atmospheric Research, Computational and Information
                  Systems Laboratory",
  address =	 {Boulder CO},
  year =	 2000,
  url =		 "https://doi.org/10.5065/D6M043C6"
}

@misc{nist-wrf,
  author =	 {Wo Chang, Daniel Keirouz},
  title =	 {Case Study: Numeric Weather Prediction},
  howpublishes = {NBD-PWG, Nist Working Group Reports},
  month =	 oct,
  year =	 2020,
  note =	 {v1},
  url =
                  {https://bigdatawg.nist.gov/_uploadfiles/M0702_v1_2020102002.pdf}
}

@misc{nist-hvac,
  author =	 {Olivera Kotevska},
  title =	 {Case Study Title: HVAC Recommendation},
  howpublishes = {NBD-PWG, Nist Working Group Reports},
  month =	 oct,
  year =	 2020,
  note =	 {v1},
  url =
                  {https://bigdatawg.nist.gov/_uploadfiles/M0703_v1_2020102003.pdf}
}

@misc{nist-usecase-template,
  author =	 {Wo Chang},
  title =	 {Case Study Title Template},
  howpublishes = {NBD-PWG, Nist Working Group Reports},
  month =	 oct,
  year =	 2020,
  note =	 {v1},
  url =
                  {https://bigdatawg.nist.gov/_uploadfiles/M0701_v1_2020102001.docx},
}

@techreport{kotevska2020rl,
  title =	 {Rl-hems: Reinforcement learning based home energy
                  management system for hvac energy optimization},
  author =	 {Kotevska, Olivera and Kurte, Kuldeep and Munk,
                  Jeffrey and Johnston, Travis and Mckee, Evan and
                  Perumalla, Kalyan and Zandi, Helia},
  year =	 2020,
  institution =	 {Oak Ridge National Lab.(ORNL), Oak Ridge, TN (United
                  States)}
}

@article{du2021intelligent,
  title =	 {Intelligent multi-zone residential HVAC control
                  strategy based on deep reinforcement learning},
  author =	 {Du, Yan and Zandi, Helia and Kotevska, Olivera and
                  Kurte, Kuldeep and Munk, Jeffery and Amasyali, Kadir
                  and Mckee, Evan and Li, Fangxing},
  journal =	 {Applied Energy},
  volume =	 281,
  pages =	 116117,
  year =	 2021,
  publisher =	 {Elsevier}
}

@InProceedings{las21openapi,
  author =	 {von Laszewski, Gregor and Anthony Orlowski and
                  Richard H. Otten and Reilly Markowitz and Sunny
                  Gandh and Adam Chai and Geoffrey C. Fox and Wo
                  L. Chang},
  booktitle =	 {IEEE COMPSAC 2021: Intelligent and Resilient
                  Computing for a Collaborative World45th Anniversary
                  Conference},
  title =	 {Using GAS for Speedy Generation of HybridMulti-Cloud
                  Auto Generated AI Services},
  year =	 2021,
  address =	 {All Virtual},
  month =	 jul,
  publisher =	 {IEEE},
  url =		 {https://ieeecompsac.computer.org/2021/},
}

@misc{mlperf,
  author =	 {{MLPerf}},
  title =	 {MLPerf Web Site},
  url =		 {https://mlperf.org/},
  month =	 jun,
  year =	 2020
}

@Misc{www-cloudmesh-spec-eve,
  title =	 {Cloudmesh REST services example objects
                  specification},
  url =
                  {https://github.com/cloudmesh/cloudmesh.rest/tree/master/cloudmesh/specification/examples}
}

@Misc{www-eve,
  title =	 {Python-Eve},
  url =		 {http://python-eve.org/}
}

@Misc{www-evegenie,
  title =	 {Evegenie},
  url =		 {https://github.com/drud/evegenie}
}

@Misc{www-cerberus,
  title =	 {Cerberus},
  url =		 {http://docs.python-cerberus.org/en/stable/}
}

@Misc{www-slurm,
  title =	 {Slurm},
  url =		 {https://slurm.schedmd.com}
}

@Misc{www-docker-compose,
  title =	 {Docker Compose},
  url =		 {https://docs.docker.com/compose/}
}

@Misc{www-kompose,
  title =	 {Translate a Docker Compose File to Kubernetes
                  Resources},
  url =
                  {https://kubernetes.io/docs/tools/kompose/user-guide/}
}

@Misc{www-heat,
  title =	 {Openstack Heat},
  url =		 {https://wiki.openstack.org/wiki/Heat}
}

@Manual{las18handbook,
  author =	 {Gregor von Laszewski and Geoffrey C. Fox and Judy
                  Qiu},
  title =	 {Handbook of Clouds and Big Data -- Theory and
                  Practice},
  institution =	 {Indiana University},
  year =	 2018,
  edition =	 2,
  address =	 {Bloomington, IN 47408},
  month =	 apr,
  url =
                  {http://cyberaide.org/papers/vonLaszewski-bigdata.pdf}
}

@Misc{www-spark-rdd,
  title =	 {Apache Spark - Resilient Distributed Datasets},
  url =
                  {https://www.tutorialspoint.com/apache_spark/apache_spark_rdd.htm}
}

@Misc{www-yarn,
  title =	 {YARN},
  url =		 {https://www.nomadproject.io/intro/vs/yarn.html}
}

@Misc{www-nomad,
  title =	 {Nomad},
  url =		 {https://www.nomadproject.io/intro/index.html}
}

@Misc{www-marathon,
  title =	 {Marathon: A container orchestration platform for
                  Mesos and DC/OS },
  url =		 {https://mesosphere.github.io/marathon/}
}

@Misc{www-aurora,
  author =	 {{Apache Aurorra}},
  title =	 {Apache Aurora},
  url =		 {http://aurora.apache.org/}
}

@Misc{www-spark,
  author =	 {{Apache}},
  title =	 {Spark},
  url =		 {https://spark.apache.org/}
}

@Misc{www-hadoop,
  author =	 {{Apache}},
  title =	 {Hadoop 3.0},
  url =		 {https://hadoop.apache.org/docs/r3.0.0/}
}

@Misc{www-aws,
  title =	 {Amazon Web Services},
  author =	 {{Amazon}},
  howpublished = {Web Page},
  note =	 {Accessed: 04/2018},
  year =	 2017,
  url =		 {https://aws.amazon.com}
}

@Misc{www-azure,
  title =	 {Microsoft Azure},
  url =		 {https://azure.microsoft.com}
}

@Misc{www-openStack,
  title =	 {OpenStack},
  howpublished = {Web Page},
  key =		 {OpenStack},
  url =		 {https://www.openstack.org/}
}

@Misc{openapi-tools,
  title =	 {OpenAPI Tools},
  key =		 {openapi-tools},
  url =
                  {https://github.com/OAI/OpenAPI-Specification/blob/master/IMPLEMENTATIONS.md}
}

@Misc{swagger-editor,
  title =	 {Swagger Editor},
  url =		 {http://editor.swagger.io/}
}

@Misc{swagger-testing,
  title =	 {Swagger Inspector},
  url =		 {https://swagger.io/swagger-inspector/}
}

@Misc{swagger-codegen,
  title =	 {Swagger Codegen},
  url =		 {https://github.com/swagger-api/swagger-codegen}
}

@Misc{swagger,
  title =	 {Swagger},
  url =		 {https://swagger.io/}
}

@Misc{rest-collection,
  author =	 {Yos Riady},
  title =	 {HTTP API Development Tools},
  url =		 {https://github.com/yosriady/api-development-tools}
}

@Misc{openapi,
  title =	 {OpenAPI},
  url =		 {https://www.openapis.org/}
}

@Misc{raml,
  title =	 {RAML},
  url =		 {https://raml.org/}
}

@Misc{json-schema,
  title =	 {JSON Schema},
  url =		 {http://json-schema.org/}
}

@Misc{api-blueprint,
  title =	 {API Blueprint},
  url =		 {https://apiblueprint.org/}
}

@techreport{nist-v1,
  title =	 {NIST Big Data Interoperability Framework: Volume 1,
                  Definitions},
  author =	 {Chang, Wo L},
  url =
                  {https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.1500-1.pdf},
  year =	 2015
}

@techreport{nist-v2,
  title =	 {NIST Big Data Interoperability Framework: Volume 2,
                  Big Data Taxonomies},
  author =	 {Chang, Wo L},
  url =
                  {https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.1500-2.pdf},
  year =	 2015
}

@techreport{nist-v3,
  title =	 {NIST Big Data Interoperability Framework: Volume 3,
                  Use Cases and General Requirements},
  author =	 {Chang, Wo L},
  url =
                  {https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.1500-3.pdf},
  year =	 2015
}

@techreport{nist-v4,
  title =	 {NIST Big Data Interoperability Framework: Volume 4,
                  Security and Privacy},
  author =	 {Chang, Wo L},
  url =
                  {https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.1500-4.pdf},
  year =	 2015
}

@techreport{nist-v5,
  title =	 {NIST Big Data Interoperability Framework: Volume 5,
                  Architectures White Paper Survey},
  author =	 {Chang, Wo L},
  url =
                  {https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.1500-5.pdf},
  year =	 2015
}

@techreport{nist-v6,
  title =	 {NIST Big Data Interoperability Framework: Volume 6,
                  Reference Architecture},
  author =	 {Chang, Wo L},
  url =
                  {https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.1500-6.pdf},
  year =	 2015
}

@techreport{nist-v7,
  title =	 {NIST Big Data Interoperability Framework: Volume 7,
                  Standards Roadmap},
  author =	 {Chang, Wo L},
  url =
                  {https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.1500-7.pdf},
  year =	 2015
}

@techreport{nist-v8,
  title =	 {NIST Big Data Interoperability Framework: Volume 8,
                  Reference Architecture Interface},
  author =	 {Gregor von Laszewski and Chang, Wo L},
  url =
                  {https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.1500-9r1.pdf},
  year =	 2019,
  month =	 oct
}

@techreport{nist-v9,
  title =	 {NIST Big Data Interoperability Framework: Volume 9:
                  Modernization and Adoption},
  author =	 {Chang, Wo L},
  url =
                  {https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.1500-10r1.pdf},
  year =	 2019,
  month =	 oct
}

@Manual{las-handbook,
  title =	 {Handbook of Clouds and Big Data},
  author =	 {Gregor von Laszewski and Geoffrey C. Fox and Judy
                  Qiu},
  organization = {Indiana University},
  address =	 {Bloomington, IN 47408},
  edition =	 2,
  month =	 apr,
  year =	 2018,
  url =
                  {http://cyberaide.org/papers/vonLaszewski-bigdata.pdf}
}

@Misc{chameleon-cloud,
  key =		 {chameleon},
  title =	 {Chameleon Cloud},
  howpublished = {Web Page},
  url =		 {http://chameleoncloud.org}
}

@Misc{cloudmesh-client,
  key =		 {Cloudmesh Client},
  title =	 {Cloudmesh Client},
  url =		 {https://github.com/cloudmesh/client}
}

@Misc{bigdata-stack-2,
  key =		 {Big Data Analytics Stack},
  title =	 {Big Data Analytics Stack},
  url =		 {https://github.com/cloudmesh/big-data-stack}
}

@Misc{bigdata-stack-1,
  key =		 {Big Data Analytics Stack},
  title =	 {Big Data Analytics Stack},
  url =		 {https://github.com/futuresystems/big-data-stack}
}

@Misc{www-ansible,
  key =		 {ansible},
  title =	 {ansible},
  url =		 {https://www.ansible.com}
}