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Smart Building Services Taxonomy

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The taxonomy of SB resources essential domains is shown in Figure 1.26. Lighting service connects the well-being of occupants in SBs that have sensors that save energy when lights are not needed, based on their operation. Power and electricity can supply a percentage of SB power consumption with renewable energy sources. HVAC implies the heating, ventilation and air conditioning device, built for the comfort of citizens and an efficient ambient contact. The water resources program aims at growing conservation and maximizing resource recovery for water supply.

Smart building service taxonomy is related to the maintenance of electronic doors, biometrics and SB security cameras devices. The Control Center offers management and decision-making for apps. The automated apps include a description of the state of building capital resources and HR managers. These interfaces enable occupants to set optimum criteria to boost everyday business comfort and productivity. Ultimately, the Control Center, in the house like in the service control room, refers to linking sensors and actuators (Table 1.8).

Table 1.7 Difference between real time data analysis tools [56].

Tool First released in Main Owner Platform Written in API languages Aulo- Scaling? Event Size fault Tolerance Type
Storm Sept. 201I BacLtvpc. Twitter Cross-platform Clojure and Java Any programming language No Single Yes Distributed stream processing
Kafka Jan. 2011 Linkedln. Confluent Cross-platform Scala Java, C++, Node.js Yes Single Yes Message broker
Oracle Jan. 2013 Oracle Cross-platform Java Java, Node.js, Python, PHP, and Rubv Yes NA Yes Distributed stream processing
Spark Spark AMPLab. Databricks Microsoft Wmdous, OS X. Linux Scala, Java, Python, R Scala, Java, Python, R Yes Minii-batch Yes Streaming analytics
Amazon Kinesis Dec. 2013 AWS Microsoft Windows, OS X, Linux C++ C++, Java, Python, Ruby. Node.js, .NET Yes Data blob of 1 MB size Yes Real-time streaming data
Flume Jan. 2012 Apple, Cloudera Cross-platform Java Java No Single Just with file channel only Distributed stream processing
SAMOA May 2013 Created at Yahoo Labs Cross-platform Java Java Yes NA Yes Distributed stream processing

Figure 1.25 Framework ML concept in the SB context.

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