The Cloud-Based Demand-Driven Supply Chain

List of Figures

Figure 1	Push and Pull—Sales and Operations Process
Figure 2	Digital Supply Chain—Interconnected
Figure 3	Supply Chain Control Tower
Figure 4	MHI 2018 Survey Results: Company Challenges
Figure 5	Example: Product Dimension Hierarchy
Figure 6	Example: Star Schema ‐ Forecast Dimensions
Figure 7	Traditional Data Flow—Supply Chain Analytics
Figure 8	Data Lake ‐ Data for Demand Forecasting
Figure 9	High‐level Lambda Architecture Design
Figure 10	Hybrid Modern Data Flow—Supply Chain Analytics
Figure 11	DDPP Model—Types and Maturity of Analytics
Figure 12	Microsoft AI Example—High Level
Figure 13	Microsoft AI Services Example
Figure 14	Demand‐Driven Forecasting and IoT
Figure 15	Demand Shaping—Personalized Recommendations
Figure 16	DDSC Benefits All Participants—BCG, 2012
Figure 17	Databerg and Dark Data
Figure 18	Random Walk Forecast Example
Figure 19	Sales and Seasonal Random Walk Forecast Example
Figure 20	SAS Demand‐Driven Planning and Optimization Example
Figure 21	Combining Cloud + Data + Advanced Analytics
Figure 22	Benefits of Demand‐Driven Supply Chain
Figure 23	Time Line for Cloud Computing—Part 1
Figure 24	Time Line for Cloud Computing—Part 2
Figure 25	Traditional Server and Server Virtualization
Figure 26	Data Center Virtualization—Transformation
Figure 27	Virtual Machines Compared to Containers
Figure 28	Data Stored in Data Centers, 2016–2021, Cisco GCI
Figure 29	IT Systems to Benefit from Big Data ...