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Cloud Customer Architecture for Big Data and Analytics Version 0bulut axitekturasiMachine & Sensor:
Data generated by devices, sensors, networks and
related automated systems including Internet of Things (IoT).
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Image & Video:
Data capturing any form of media (pictures, videos, etc.)
which can be annotated with tags, keywords and other metadata.
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Social:
Data for information, messages and pictures/videos created in virtual
communities and networks.
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Internet Data Sets:
Data stored on websites, mobile devices and other
internet-connected systems.
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Weather Data
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Third Party
: Data used to augment and enhance existing data with new attributes like
demographics, geospatial or CRM.
Edge Services
Edge services include services that allow data to flow safely from the Internet into the data analytics
processing system hosted on either the cloud provider or in the enterprise.
When the data or user requests come from the external Internet, the flow may come through edge
services including Domain Name System (DNS) servers, Content Delivery Networks (CDNs), firewalls, and
load balancers before entering the cloud provider’s data integration or data streaming entry points.
Edge services also allow users to communicate safely with the analytical system and enterprise
applications. These include:
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Domain Name System Server:
Resolves the URL for a particular web resource
to the TCP-IP address of the system or service, which can deliver that resource.
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Content Delivery Networks (CDN):
Provide geographically distributed systems
of servers deployed to minimize the response time for serving resources to
geographically distributed users, ensuring that content is highly available and
provided to users with minimum latency. Which servers are engaged will
depend on server proximity to the user and where the content is stored or
cached. CDNs are typically for user flows and not data source flows.
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Firewall:
Controls communication access to or from a system, only permitting traffic that meets a
set of policies to proceed and blocking any traffic that does not meet the policies.
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