IOT Questions on “Understanding the Relationship between IoT and Big Data”.
1. What Bigdata collects?
a) Human generated data
b) Sensor data
c) Machine generated data
d) Device data
Answer: a
Clarification: Bigdata analyses large amounts of mostly human generated data to support longer duration.
2. What IoT collects?
a) Human generated data
b) Sensor data
c) Machine generated data
d) Device data
Answer: c
Clarification: IoT is aggregating and compressing massive amounts of low latency/ low duration/high volume machine generated data coming from a wide variety of sensor to support real time use cases such as operational.
3. Which requires data stream management?
a) Bigdata
b) IoT
c) Bigdata & IoT
d) Device data
Answer: b
Clarification: In order for one to claim that they can deliver IoT analytic solutions requires big data, but IoT analytics must also include: Stream data management and Edge analytics.
4. Which requires Edge analytics?
a) Bigdata
b) IoT
c) Bigdata & IoT
d) Device data
Answer: b
Clarification: In order for one to claim that they can deliver IoT analytic solutions requires big data, but IoT analytics must also include : Stream data management and Edge analytics.
5. The IoT operates at ___________ scale.
a) Machine
b) Human
c) Device
d) Sensor
Answer: a
Clarification: The IoT operates at machine scale, by dealing with machine to machine generated data. This machine generated data creates discrete observations at very high signal rates.
6. One way to see observations addressing IoT analytics is?
a) 4-Tier Analytics
b) 2-Tier Analytics
c) 1-Tier Analytics
d) 3-Tier Analytics
Answer: d
Clarification: One way that we see observation addressing the IoT analytics needs is via a 3-Tier Analytics.
7. Which tier Performs individual wind turbine real time performance?
a) 3-Tier Analytics
b) 2-Tier Analytics
c) 1-Tier Analytics
d) 4-Tier Analytics
Answer: c
Clarification: Tier-1 performs individual wind turbine real time performance analytics and optimization.
8. Which tier performs predicts maintenance?
a) 3-Tier Analytics
b) 2-Tier Analytics
c) 1-Tier Analytics
d) 4-Tier Analytics
Answer: b
Clarification: Tier 2 optimizes performance and predicts maintenance needs across the wind turbines in the same wind farm.
9. Which tier is data lake enabled core analytics platform?
a) 4-Tier Analytics
b) 2-Tier Analytics
c) 1-Tier Analytics
d) 3-Tier Analytics
Answer: d
Clarification: Tier-3 is the data lake enabled core analytics platform. The tier 3 core analytics platform includes analytics engines, data sets and data management services that enable access to the data.
10. For supporting real time edge analytics, we need to provide detailed data.
a) True
b) False
Answer: a
Clarification: To support real time edge analytics, we need to provide detailed data that can flag observations of concern, but then doesn’t overwhelm the ability to get meaningful data back to the core for more broad based strategic analysis.
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