TY - GEN
T1 - Analysis of tpcx-iot
T2 - 34th IEEE International Conference on Data Engineering, ICDE 2018
AU - Poess, Meikel
AU - Nambiar, Raghunath
AU - Kulkarni, Karthik
AU - Narasimhadevara, Chinmayi
AU - Rabl, Tilmann
AU - Jacobsen, Hans Arno
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2018/10/24
Y1 - 2018/10/24
N2 - By 2020 it is estimated that 20 billion devices will be connected to the Internet. While the initial hype around this Internet of Things (IoT) stems from consumer use cases, the number of devices and data from enterprise use cases is significant in terms of market share. With companies being challenged to choose the right digital infrastructure from different providers, there is an pressing need to objectively measure the hardware, operating system, data storage, and data management systems that can ingest, persist, and process the massive amounts of data arriving from sensors (edge devices). The Transaction Processing Performance Council (TPC) recently released the first industry standard benchmark for measuring the performance of gateway systems, TPCx-IoT. In this paper, we provide a detailed description of TPCx-IoT, mention design decisions behind key elements of this benchmark, and experimentally analyze how TPCx-IoT measures the performance of IoT gateway systems.
AB - By 2020 it is estimated that 20 billion devices will be connected to the Internet. While the initial hype around this Internet of Things (IoT) stems from consumer use cases, the number of devices and data from enterprise use cases is significant in terms of market share. With companies being challenged to choose the right digital infrastructure from different providers, there is an pressing need to objectively measure the hardware, operating system, data storage, and data management systems that can ingest, persist, and process the massive amounts of data arriving from sensors (edge devices). The Transaction Processing Performance Council (TPC) recently released the first industry standard benchmark for measuring the performance of gateway systems, TPCx-IoT. In this paper, we provide a detailed description of TPCx-IoT, mention design decisions behind key elements of this benchmark, and experimentally analyze how TPCx-IoT measures the performance of IoT gateway systems.
KW - Benchmark
KW - Internet Of Things
KW - Performance Measurement
KW - Performance Methodologies
KW - TPC
UR - http://www.scopus.com/inward/record.url?scp=85057106743&partnerID=8YFLogxK
U2 - 10.1109/ICDE.2018.00170
DO - 10.1109/ICDE.2018.00170
M3 - Conference contribution
AN - SCOPUS:85057106743
T3 - Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018
SP - 1531
EP - 1542
BT - Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 16 April 2018 through 19 April 2018
ER -