Results 161 to 170 of about 34,581 (193)

A KPI Set for Steering the IoT Business in Product Companies

Research technology management, 2022
  Overview: The Internet of Things (IoT) offers product companies the opportunity to develop an IoT business. Existing performance measurement systems (PMS) are unsuitable for measuring and managing the business logic of IoT business.
Claudio Lamprecht, Heiko Gebauer, E. Fleisch, Felix Wortmann   +3 more
semanticscholar   +1 more source

A General KPI Anomaly Detection Using Attention Models

IEEE International Conference on Services Computing, 2022
To determine whether a Web service executes accurately, IT operation engineers must manually monitor multiple KPIs (Key Performance Indications). KPI anomaly detection is crucial to make sure undisrupted business.
Yanjun Shu, Tianrun Gao, Zhan Zhang, Jianhang Zhang   +3 more
semanticscholar   +1 more source

Cellular KPI Anomaly Detection with GAN and Time Series Decomposition

ICC 2022 - IEEE International Conference on Communications, 2022
Detecting anomalies in key performance indicator (KPI) is crucial for cellular network management. With the 5G deployment, the network is becoming much more complicated, making manual anomaly detection tedious or even impossible.
Jiajia Huang, E. Kurniawan, Sumei Sun
semanticscholar   +1 more source

Robust KPI Anomaly Detection for Large-Scale Software Services with Partial Labels

IEEE International Symposium on Software Reliability Engineering, 2021
To ensure the reliability of software services, operators collect and monitor a large number of KPI (Key Performance Indicator) streams constantly. KPI anomaly detection is vitally important for software service management.
Shenglin Zhang, Chen Zhao, Yicheng Sui, Ya Su, Yongqian Sun, Yuzhi Zhang, Dan Pei, Yizhe Wang   +7 more
semanticscholar   +1 more source

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2022
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openaire   +1 more source

SFENOSA: A Novel KPI-Related Process Monitoring Method by Slow Feature Extraction and Elastic Net Orthonormal Subspace Analysis

IEEE Transactions on Industrial Informatics
Key performance indicators (KPIs), such as product quality variables or critical parameters in major units, play a crucial role in ensuring the desired performances in industrial processes. Nonetheless, focusing solely on monitoring process variables may
Ping Wu, Qianqian Pan, Xujie Zhang, Siwei Lou, Jinfeng Gao, C. Yang   +5 more
semanticscholar   +1 more source

Unsupervised Online Anomaly Detection With Parameter Adaptation for KPI Abrupt Changes

IEEE Transactions on Network and Service Management, 2020
IT companies need to monitor various Key Performance Indicators (KPIs) and detect anomalies in real time to ensure the quality and reliability of Internet-based services.
Guang Yu, Zhiping Cai, Siqi Wang, Haiwen Chen, F. Liu, Anfeng Liu   +5 more
semanticscholar   +1 more source

Practical 5G KPI Measurement Results on a Non-Standalone Architecture

IEEE/IFIP Network Operations and Management Symposium, 2020
While mobile network operators have started announcing their 5G-capable network implementations, practical details of their capabilities are not widely supported through measurements. This paper describes a practically implemented 5G architecture – based
G. Soós, Dániel Ficzere, P. Varga, Z. Szalay   +3 more
semanticscholar   +1 more source

A KPI-Based Soft Sensor Development Approach Incorporating Infrequent, Variable Time Delayed Measurements

IEEE Transactions on Control Systems Technology, 2020
The overall performance of complex industrial systems using control and optimization strategies is often hampered by the lack of available measurements of key quality variables. The development of a soft sensor is a solution that allows for the necessary
Xu Yang, Yue Zhang, Yuri A. W. Shardt, Xiaoli Li, Jiarui Cui, Chao-nan Tong   +5 more
semanticscholar   +1 more source