From big data to big projects: A step-by-step roadmap

Proceedings - 2014 International Conference on Future Internet of Things and Cloud, FiCloud 2014

Volumn , Issue , 2014, Pages 373-378

  Mousannif, Hajar ^a   Sabah, Hasna ^a   Douiji, Yasmina ^a   Sayad, Younes Oulad ^a  

^a CADI AYYAD UNIVERSITY   (Morocco)

Author keywords

advanced analytics; big data; big data project; big data technologies

Indexed keywords

BIG DATA; DATA ANALYTICS; PROJECT MANAGEMENT;

DATA COLLECTION; DATA DRIVEN; DATA TECHNOLOGIES; IT PROFESSIONAL; PROJECT EVALUATION; PROJECT IMPLEMENTATION; REAL-WORLD; ROADMAP;

ADVANCED ANALYTICS;

EID: 84922514851     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FiCloud.2014.66     Document Type: Conference Paper

References (57)

1. "Facebook is collecting your data-500 terabytes a day-Tech News and Analysis." [Online]. Available: http://gigaom.com/2012/08/22/facebook-is-collecting-your-data-500-terabytes-a-day/. [Accessed: 24-Feb-2014].
2. "Statistics-YouTube." [Online]. Available: http://www.youtube.com/yt/press/statistics.html. [Accessed: 24-Feb-2014].
3. "The Big List of Big Data Infographics". [Online]. Available: http://wikibon.org/blog/big-data-infographics/, visited: [Accessed: 24-Feb-2014].
4. S. Sicular, "The Road Map for Successful Big Data Adoption," 2013. [Online]. Available: https://www.gartner.com/doc/2576226/road-mapsuccessful-big-data. [Accessed: 23-Mar-2014].
5. S. Sicular, "The Roadmap for Successful Big Data Adoption Twitter: @ Sve-Sic," 2013.
6. W. G. Bostic, E. Programs, and U. S. C. Bureau, "Is the Census Bureau working on Big Data projects If so, how are these different from other projects" 2013.
7. C. King, "Navigating through the Big Data Space," pp. 1-12, 2013.
8. K. C. Desouza, "Realizing the Promise of Big Data Implementing Big Data Projects" 2014.
9. IBM Software, "The top five ways to get started with big data," 2013.
10. IBM, "IBM-InfoSphere Data Explorer," 06-Jun-2014. [Online]. Available: http://www-03.ibm.com/software/products/en/dataexplorer. [Accessed: 02-Mar-2014].
11. Cloud Security Alliance, "Expanded Top Ten Big Data Security and Privacy Challenges," 2013.
12. J. Olstik and ESG, "the big data security analytics era is here," 2013.
13. Vortmetric, "Big Data Security Intelligence Solution" [Online]. Available: http://www.vormetric.com/data-securitysolutions/applications/big-data-security. [Accessed: 08-Mar-2014].
14. Voltage Security, "Voltage Enterprise Security for Big Data, Solution brief" 2013.
15. LogRythm, "Log & Event Management, Log Analysis." [Online]. Available: http://www.logrhythm.com/. [Accessed: 08-Mar-2014].
16. Fortscale, "Big Data Security Analytics." [Online]. Available: http://www.fortscale.com/. [Accessed: 08-Mar-2014].
17. G. P. Khanzode, "Insights Internet of Things: Endless Opportunities," 2012.
18. H. Mousannif, I. Khalil, S. Olariu, (2012) 'Cooperation as a Service in VANET: Implementation and Simulation results', Mobile Information Systems Journal, Vol. 8 No. 2, pp.153-172
19. H. Mousannif, I. Khalil (2014), The human face of mobile, ICTEurAsia, Lecture Notes in Computer Science, vol. 8407, pp. 1-20
20. The World Bank, "Open Data Catalog" [Online]. Available: http://datacatalog.worldbank.org/. [Accessed: 18-Mar-2014].
21. The World Bank, "the world bank for Developers." [Online]. Available: http://data.worldbank.org/developers. [Accessed: 18-Mar-2014].
22. Datacatalogs, "datacatalogs.org." [Online]. Available: http://datacatalogs.org/. [Accessed: 18-Mar-2014].
23. Yelp, "Yelp's Academic Dataset." [Online]. Available: https://www.yelp.com/academic-dataset. [Accessed: 18-Mar-2014].
24. Twitter Developpers, "History of the REST & Search API." [Online]. Available: https://dev.twitter.com/docs/history-rest-search-api. [Accessed: 16-Mar-2014].
25. Gnip, "The Source for Social Data." [Online]. Available: http://gnip.com/. [Accessed: 16-Mar-2014].
26. Raffi Krikorian, "Introducing Twitter Data Grants". (February 5, 2014). [Online]. Available: https://blog.twitter.com/2014/introducingtwitter-data-grants. [Accessed: March 16, 2014].
27. L. A. Schmidt, "Crowdsourcing for Human Subjects Research," 2010.
28. STRATA, "Collecting Massive Data via Crowdsourcing: Strata 2014-O'Reilly Conferences, February 11-13, 2014, Santa Clara, CA," 2012. [Online]. Available: http://strataconf.com/strata2014/public/schedule/detail/33541. [Accessed: 05-Feb-2014].
29. J. Ross, A. Zaldivar, L. Irani, and B. Tomlinson, "Who are the Turkers Worker Demographics in Amazon Mechanical Turk," pp. 1-5, 2010.
30. S. B. Kotsiantis, D. Kanellopoulos, and P. E. Pintelas, "Data Preprocessing for Supervised Leaning," vol. 1, no. 2, pp. 111-117, 2006.
31. S. Singhal and M. Jena, "A Study on WEKA Tool for Data Preprocessing, Classification and Clustering," no. 6, pp. 250-253, 2013.
32. DataCleaner, "Reference documentation." [Online]. Available: http://datacleaner.org/resources/docs/3.5.10/html/. [Accessed: 19-Mar-2014].
33. BigData-startups, "Descriptive, Predictive and Prescriptive Analytics Helps Understanding Your Business," 2013. [Online]. Available: http://www.bigdata-startups.com/understanding-business-descriptivepredictive-prescriptive-analytics/. [Accessed: 12-Mar-2014].
34. Explorys, "Explorys categorizes analytics as descriptive, diagnostic, predictive and prescriptive," 2013. [Online]. Available: https://www.explorys.com/results/news-results/2013/12/09/exploryscategorizes-analytics-as-descriptive-diagnostic-predictive-andprescriptive. [Accessed: 15-Mar-2014].
35. W. Mike, "Big Data Reduction 2: Understanding Predictive Ana.-Lithium Community," 2013. [Online]. Available: http://community.lithium.com/t5/Science-of-Social-blog/Big-Data-Reduction-2-Understanding-Predictive-Analytics/ba-p/79616. [Accessed: 12-Mar-2014].
36. Gartner. "Magic Quadrant for Advanced Analytics Platforms", 2014. [Online]. Available: https://www.gartner.com/doc/2667527. [Accessed: 16-Mar-2014].
37. IBM, "Get to Know the IBM SPSS Product Portfolio." 2013.
38. SAS, "Sas visual analytics". [Online]. Available: http://www.sas.com/en-us/software/business-intelligence/visualanalytics. html. [Accessed: 17-Mar-2014].
39. Knime, "Open for Innovation." [Online]. Available: http://www.knime.org/. [Accessed: 17-Mar-2014].
40. D. Hom, R. Perez, and L. Williams, Tableau, "Which chart or graph is right for you"
41. SAS, "Data Visualization Techniques," 2013.
42. Intel Science and Technolology Center for Big data, "Making Big Data Visualization More Accessible". [Online]. Available: http://istcbigdata. org/index.php/making-big-data-visualization-moreaccessible/. [Accessed: 24-Mar-2014].
43. B. Evelson and N. Yuhanna, Forrestor, "The Forrester Wave TM: Advanced Data Visualization (ADV) Platforms, Q3 2012," 2012.
44. P. Hanrahan, C. Stolte and J. Mackinlay. Tableau Software, "Selecting a Visual Analytics Application".
45. Michele Nemschoff, "How Big Data Can Improve Manufacturing Quality", 04 January 2014. [Online]. Available: http://smartdatacollective.com/michelenemschoff/176666/how-bigdata-can-improve-manufacturing-quality. [Accessed: 06-Apr-2014].
46. IBM and Said Business School, "Analytics: The real-world use of big data in financial services".
47. Alan S. Horowitz, "Let's Play Moneyball: 5 Industries That Should Bet on Data Analytics", 06 November 2013. [Online]. Available: http://plotting-success.softwareadvice.com/moneyball-5-industriesbet-on-analytics-1113/. [Accessed: 06-Apr-2014].
48. M. Driscoll, "Big Data Technology Evaluation Checklist". [Online]. Available: http://www.forbes.com/sites/danwoods/2011/10/21/bigdata-technology-evaluation-checklist/. [Accessed: 06-Apr-2014].
49. TIBCO. [Online]. Available: http://www.tibco.com/. [Accessed: 06-Apr-2014].
50. ZEROMQ. [Online]. Available: http://zeromq.org/. [Accessed: 06-Apr-2014].
51. ESPER. "Event Series Intelligence: Esper & NEsper". [Online]. Available: http://esper.codehaus.org/. [Accessed: 06-Apr-2014].
52. NOSQL Database. [Online]. Available: http://nosql-database.org/. [Accessed: 20-Mar-2014].
53. J. Dean and S. Ghemawat, "MapReduce: Simplified Data Processing on Large Clusters," pp. 1-13.
54. Apache Hadoop. [Online]. Available: http://hadoop.apache.org/. [Accessed: 20-Mar-2014].
55. M. Gualtieri and N. Yuhanna, "The Forrester Wave TM: Big Data Hadoop," pp. 4-12, 2014.
56. Byte-minning, "Hadoop Fatigue-Alternatives to Hadoop", 2011. [Online]. Available: http://www.bytemining.com/2011/08/hadoopfatigue-alternatives-to-hadoop/. [Accessed: 10-Mar-2014].
57. Open Data Center Alliance, "Big Data Consumer Guide," 2012.