| architectural proposal | year | Limited compute resources | Energy effiency | Data visualization | Integration of historic and real-time data | Share analytics capabilities/ data | High network usage | Fault-tolerant data input | Personalization of analytics | Flexible extension of data processing | Data storage of all analytics and raw data | Integrating data from different sources | Scalable data processing | Stream handling | Privacy & Security | (near) Real-time analytics | Big Data |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 2 | 2 | 3 | 3 | 3 | 3 | 4 | 4 | 5 | 6 | 7 | 8 | 11 | 13 | 16 | 21 | |
| 6,25% | 6,25% | 9,38% | 9,38% | 9,38% | 9,38% | 12,50% | 12,50% | 15,63% | 18,75% | 21,88% | 25,00% | 34,38% | 40,63% | 50,00% | 65,63% | ||
| Ding et al. | 2013 | 1 | |||||||||||||||
| Biswas et al. | 2014 | 1 | 1 | 1 | 1 | ||||||||||||
| Tönjes et al. | 2014 | 1 | 1 | 1 | 1 | 1 | |||||||||||
| Yannuzzi et al. | 2014 | 1 | 1 | ||||||||||||||
| Anand | 2015 | 1 | |||||||||||||||
| Cheng et al. | 2015 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |||||||||
| Hasan et al. | 2015 | 1 | 1 | 1 | 1 | 1 | 1 | ||||||||||
| Zaslavsky & Georgakopoulos | 2015 | 1 | 1 | ||||||||||||||
| Ali et al. | 2016 | ||||||||||||||||
| Kumarage et al. | 2016 | 1 | |||||||||||||||
| Rozik et al. | 2016 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |||||||||
| Stolpe | 2016 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |||||||||
| Sun et al. | 2016 | 1 | 1 | ||||||||||||||
| Wich & Kramer | 2016 | 1 | 1 | 1 | 1 | 1 | |||||||||||
| Xu et al. | 2016 | 1 | 1 | ||||||||||||||
| Yasumoto et al. | 2016 | 1 | 1 | 1 | 1 | 1 | |||||||||||
| Biswas et al. | 2016 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |||||||||
| Ahmed et al. | 2017 | 1 | 1 | ||||||||||||||
| Auger et al. | 2017 | 1 | |||||||||||||||
| Batool et al. | 2017 | 1 | |||||||||||||||
| Marjani et al. | 2017 | 1 | 1 | 1 | 1 | 1 | |||||||||||
| Schooler et al | 2017 | 1 | 1 | 1 | 1 | 1 | |||||||||||
| Sharma & Wang | 2017 | 1 | 1 | 1 | |||||||||||||
| Stojkoska et al. | 2017 | 1 | 1 | ||||||||||||||
| Verma et al. | 2017 | 1 | 1 | 1 | |||||||||||||
| Kaur & Aslam | 2018 | 1 | |||||||||||||||
| Rehman et al. | 2018 | 1 | 1 | ||||||||||||||
| Siow et al. | 2018 | 1 | 1 | 1 | |||||||||||||
| Tsai et al. | 2018 | 1 | 1 | 1 | |||||||||||||
| Rehman et al. | 2019 | 1 | 1 | 1 | |||||||||||||
| Kefalakis et al. | 2019 | 1 | 1 | 1 | 1 | 1 | |||||||||||
| Cao & Wachowicz | 2019 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |