References
- Amazon (2021). AWS Pricing. https://aws.amazon.com/pricing/.
- Baysal, S. and Duygulu, P. (2016). Sentioscope: A soccer player tracking system using model field particles. IEEE Transactions on Circuits and Systems for Video Technology, 26(7):1350–1362.
- Burke, P. J. (1956). The output of a queuing system. Operations research, 4(6):699–704.
- Catapult (2021). Wearable Technology. https://www.catapultsports.com/.
- ChyronHego (2021). The leading sports tracking solution. https://chyronhego.com/products/sports-tracking/.
- Correia, J., Ribeiro, F., Filipe, R., Arauio, F., and Cardoso, J. (2018). Response time characterization of microservice-based systems. In IEEE 17th International Symposium on Network Computing and Applications (NCA), pages 1–5.10.1109/NCA.2018.8548062
- Coutinho, R., Frota, Y., Ocaña, K., de Oliveira, D., and Drummond, L. M. A. (2017). Mirror Mirror on the Wall, How Do I Dimension My Cloud After All?, pages 27–58. Springer International Publishing, Cloud Computing: Principles, Systems and Applications.
- Csanalosi, G., Dobreff, G., Pasic, A., Molnar, M., and Toka, L. (2020). Low-cost optical tracking of soccer players. In Workshop on Machine Learning and Data Mining for Sports Analytics (MLSA).10.1007/978-3-030-64912-8_3
- Denning, P. J. (1968). Thrashing: Its causes and prevention. In Fall Joint Computer Conference, Part I, AFIPS ’68 (Fall, part I), page 915–922. ACM.10.1145/1476589.1476705
- Docker (2021). Docker. https://www.docker.com/.
- HPA (2021). Kubernetes Horizontal Pod Autoscaler. https://kubernetes.io/docs/tasks/run-application/horizontal-pod-autoscale/.
- Iwase, S. and Saito, H. (2004). Parallel tracking of all soccer players by integrating detected positions in multiple view images. In Proceedings of the 17th International Conference on Pattern Recognition (ICPR).10.1109/ICPR.2004.1333881
- Jackson, J. R. (1957). Networks of waiting lines. Operations research, 5(4):518–521.
- Jackson, J. R. (1963). Jobshop-like queueing systems. Management science, 10(1):131–142.10.21236/AD0296776
- Jindal, A., Podolskiy, V., and Gerndt, M. (2019). Performance modeling for cloud microservice applications. In ACM/SPEC International Conference on Performance Engineering, page 25–32.10.1145/3297663.3310309
- Kubernetes (2021). Kubernetes. https://kubernetes.io/.
- Kuhn, H. W. (1954). The Hungarian method for the assignment problem. In Naval Research Logistics Quarterly, volume 2, pages 83–97.
- Li, H. and Flierl, M. (2012). Sift-based multi-view cooperative tracking for soccer video. In IEEE International Conference on Acoustics, Speech and Signal Processing.10.1109/ICASSP.2012.6288054
- Linke, D., Link, D., and Lames, M. (2020). Football-specific validity of tracab’s optical video tracking systems. PLOS ONE, 15(3):1–17.
- MongoDB (2021). MongoDB: The most popular database for modern apps. https://www.mongodb.com/.
- Muthuraman, K., Joshi, P., and Kiran Raman, S. (2018). Vision based dynamic offside line marker for soccer games. Technical report, arXiv:1804.06438.
- OpenCV (2021). Wrapper package for OpenCV python bindings. https://pypi.org/project/opencv-python/.
- Pallavi, V., Mukherjee, J., Majumdar, A. K., and Sural, S. (2008). Graph-based multiplayer detection and tracking in broadcast soccer videos. IEEE Transactions on Multimedia, 10(5):794–805.
- ParandehGheibi, A., Médard, M., Ozdaglar, A., and Shakkottai, S. (2011). Avoiding interruptions—A QoE reliability function for streaming media applications. IEEE Journal on Selected Areas in Communications, 29(5):1064–1074.
- Pautasso, C., Zimmermann, O., Amundsen, M., Lewis, J., and Josuttis, N. (2017). Microservices in practice, part 1: Reality check and service design. IEEE Software, 34(1):91–98.
- Pietri, I., Juve, G., Deelman, E., and Sakellariou, R. (2014). A performance model to estimate execution time of scientific workflows on the cloud. In 9th Workshop on Workflows in Support of Large-Scale Science, pages 11–19.10.1109/WORKS.2014.12
- PLAYERTEK (2021). GPS player tracking system. https://www.playertek.com.
- Richardson, I. E. (2011). The H. 264 advanced video compression standard. John Wiley & Sons.
- Salah, K., Elbadawi, K., and Boutaba, R. (2015). An analytical model for estimating cloud resources of elastic services. Journal of Network and Systems Management, 24.
- Schulzrinne, H., Rao, A., and Lanphier, R. (1998). Real Time Streaming Protocol (RTSP). Technical Report 2326, RFC.10.17487/rfc2326
- Sentio (2021). Sports Analytics. https://sentiosports.com/.
- SJ7 (2021). SJ7 STAR Camera official website. https://sjcam.com/product/sj7/.
- Spidercam (2021). spidercam FIELD. https://www.spidercam.tv/.
- SportVU (2021). SportVU 2.0 by Stats Perform. https://www.statsperform.com/team-performance/football-performance/.
- STATSports (2021). Apex Athlete Series. https://statsports.com/apex-athlete-series/.
- Sztrik, J. (2016). Basic queueing theory: Foundations of system performance modeling. GlobeEdit.
- Vilaplana, J., Solsona, F., Teixidó, I., Mateo, J., Abella, F., and Rius, J. (2014). A queuing theory model for cloud computing. The Journal of Supercomputing, 69(1):492–507.
- Welch, G., Bishop, G., et al. (1995). An introduction to the Kalman filter. Technical report, University of North Carolina at Chapel Hill.