Guidebook for Managing Data from Emerging Technologies for Transportation (2020)

Chapter: Chapter 4 - Modern Big Data Management Life Cycle and Framework

Previous Chapter: Chapter 3 - Roadmap to Managing Data from Emerging Technologies for Transportation
Suggested Citation: "Chapter 4 - Modern Big Data Management Life Cycle and Framework." National Academies of Sciences, Engineering, and Medicine. 2020. Guidebook for Managing Data from Emerging Technologies for Transportation. Washington, DC: The National Academies Press. doi: 10.17226/25844.
Page 53
Suggested Citation: "Chapter 4 - Modern Big Data Management Life Cycle and Framework." National Academies of Sciences, Engineering, and Medicine. 2020. Guidebook for Managing Data from Emerging Technologies for Transportation. Washington, DC: The National Academies Press. doi: 10.17226/25844.
Page 54
Suggested Citation: "Chapter 4 - Modern Big Data Management Life Cycle and Framework." National Academies of Sciences, Engineering, and Medicine. 2020. Guidebook for Managing Data from Emerging Technologies for Transportation. Washington, DC: The National Academies Press. doi: 10.17226/25844.
Page 55
Suggested Citation: "Chapter 4 - Modern Big Data Management Life Cycle and Framework." National Academies of Sciences, Engineering, and Medicine. 2020. Guidebook for Managing Data from Emerging Technologies for Transportation. Washington, DC: The National Academies Press. doi: 10.17226/25844.
Page 56
Suggested Citation: "Chapter 4 - Modern Big Data Management Life Cycle and Framework." National Academies of Sciences, Engineering, and Medicine. 2020. Guidebook for Managing Data from Emerging Technologies for Transportation. Washington, DC: The National Academies Press. doi: 10.17226/25844.
Page 57
Suggested Citation: "Chapter 4 - Modern Big Data Management Life Cycle and Framework." National Academies of Sciences, Engineering, and Medicine. 2020. Guidebook for Managing Data from Emerging Technologies for Transportation. Washington, DC: The National Academies Press. doi: 10.17226/25844.
Page 58
Suggested Citation: "Chapter 4 - Modern Big Data Management Life Cycle and Framework." National Academies of Sciences, Engineering, and Medicine. 2020. Guidebook for Managing Data from Emerging Technologies for Transportation. Washington, DC: The National Academies Press. doi: 10.17226/25844.
Page 59
Suggested Citation: "Chapter 4 - Modern Big Data Management Life Cycle and Framework." National Academies of Sciences, Engineering, and Medicine. 2020. Guidebook for Managing Data from Emerging Technologies for Transportation. Washington, DC: The National Academies Press. doi: 10.17226/25844.
Page 60
Suggested Citation: "Chapter 4 - Modern Big Data Management Life Cycle and Framework." National Academies of Sciences, Engineering, and Medicine. 2020. Guidebook for Managing Data from Emerging Technologies for Transportation. Washington, DC: The National Academies Press. doi: 10.17226/25844.
Page 61
Suggested Citation: "Chapter 4 - Modern Big Data Management Life Cycle and Framework." National Academies of Sciences, Engineering, and Medicine. 2020. Guidebook for Managing Data from Emerging Technologies for Transportation. Washington, DC: The National Academies Press. doi: 10.17226/25844.
Page 62
Suggested Citation: "Chapter 4 - Modern Big Data Management Life Cycle and Framework." National Academies of Sciences, Engineering, and Medicine. 2020. Guidebook for Managing Data from Emerging Technologies for Transportation. Washington, DC: The National Academies Press. doi: 10.17226/25844.
Page 63
Suggested Citation: "Chapter 4 - Modern Big Data Management Life Cycle and Framework." National Academies of Sciences, Engineering, and Medicine. 2020. Guidebook for Managing Data from Emerging Technologies for Transportation. Washington, DC: The National Academies Press. doi: 10.17226/25844.
Page 64
Suggested Citation: "Chapter 4 - Modern Big Data Management Life Cycle and Framework." National Academies of Sciences, Engineering, and Medicine. 2020. Guidebook for Managing Data from Emerging Technologies for Transportation. Washington, DC: The National Academies Press. doi: 10.17226/25844.
Page 65
Suggested Citation: "Chapter 4 - Modern Big Data Management Life Cycle and Framework." National Academies of Sciences, Engineering, and Medicine. 2020. Guidebook for Managing Data from Emerging Technologies for Transportation. Washington, DC: The National Academies Press. doi: 10.17226/25844.
Page 66
Suggested Citation: "Chapter 4 - Modern Big Data Management Life Cycle and Framework." National Academies of Sciences, Engineering, and Medicine. 2020. Guidebook for Managing Data from Emerging Technologies for Transportation. Washington, DC: The National Academies Press. doi: 10.17226/25844.
Page 67
Suggested Citation: "Chapter 4 - Modern Big Data Management Life Cycle and Framework." National Academies of Sciences, Engineering, and Medicine. 2020. Guidebook for Managing Data from Emerging Technologies for Transportation. Washington, DC: The National Academies Press. doi: 10.17226/25844.
Page 68
Suggested Citation: "Chapter 4 - Modern Big Data Management Life Cycle and Framework." National Academies of Sciences, Engineering, and Medicine. 2020. Guidebook for Managing Data from Emerging Technologies for Transportation. Washington, DC: The National Academies Press. doi: 10.17226/25844.
Page 69
Suggested Citation: "Chapter 4 - Modern Big Data Management Life Cycle and Framework." National Academies of Sciences, Engineering, and Medicine. 2020. Guidebook for Managing Data from Emerging Technologies for Transportation. Washington, DC: The National Academies Press. doi: 10.17226/25844.
Page 70
Suggested Citation: "Chapter 4 - Modern Big Data Management Life Cycle and Framework." National Academies of Sciences, Engineering, and Medicine. 2020. Guidebook for Managing Data from Emerging Technologies for Transportation. Washington, DC: The National Academies Press. doi: 10.17226/25844.
Page 71
Suggested Citation: "Chapter 4 - Modern Big Data Management Life Cycle and Framework." National Academies of Sciences, Engineering, and Medicine. 2020. Guidebook for Managing Data from Emerging Technologies for Transportation. Washington, DC: The National Academies Press. doi: 10.17226/25844.
Page 72
Next Chapter: Chapter 5 - Supporting Tools
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