Improving the fault resilience of overlay multicast for media streaming [PDF]
, 2007 A key technical challenge for overlay multicast is that the highly dynamic multicast members can make data delivery unreliable. In this paper, we address this issue in the context of live media streaming by exploring 1) how to construct a stable ...
Tan, Guang +2 more
core +1 more source
Phantom-Driven Hybrid Deep Learning Classifier Systems for Real-Time Decision Making [PDF]
پژوهشهای نظری و کاربردی هوش ماشینیLearning Classifier Systems are recognized as a hybrid framework that integrates rule-based interpretability with adaptive learning. However, classical LCS models experience performance degradation when handling high-dimensional, multichannel dynamic ...
MohammadReza DehghaniMahmoudAbadi +1 more
doaj +1 more source
An Online Visualization System for Streaming Log Data of Computing Clusters
Tsinghua Science and Technology, 2013 Monitoring a computing cluster requires collecting and understanding log data generated at the core, computer, and cluster levels at run time. Visualizing the log data of a computing cluster is a challenging problem due to the complexity of the ...
Jing Xia +5 more
doaj +1 more source
Interactive data cleaning for real-time streaming applications [PDF]
, 2023 The importance of data cleaning systems has continuously grown in recent years. Especially for real-time streaming applications, it is crucial, to identify and possibly remove anomalies in the data on the fly before further processing. The main challenge
Sattler, Kai-Uwe +2 more
core +1 more source
Real-Time Power System Event Detection: A Novel Instance Selection Approach
IEEE Access, 2023 This study presents a novel adaptation of the Hoeffding Adaptive Tree (HAT) classifier with an instance selection algorithm that detects and identifies cyber and non-cyber contingencies in real time to enhance the situational awareness of cyber-physical ...
Gabriel Intriago, Yu Zhang
doaj +1 more source
Deep learning approach for real-time video streaming traffic classification [PDF]
, 2022 Video streaming services such as Amazon Prime Video, Netflix and YouTube, continue to be of enormous demands in everyday peoples’ lives. This enticed research in new mechanisms to provide a clear image of network usage and ensure better Quality of ...
Kanakis, Triantafyllos +4 more
core +1 more source
Self-Attention Network for Session-Based Recommendation With Streaming Data Input
IEEE Access, 2019 In the current era of the rapid development of big data, it has become increasingly critical and practical to study recommender systems with streaming data input.
Shiming Sun +3 more
doaj +1 more source
Research and Application of an Online Train ConditionMonitoring Method Based on Streaming Data
Kongzhi Yu Xinxi Jishu, 2021 In order to detect the online status of trains in real time, traditional threshold detection methods can only make judgments on the status of equipment or systems based on numerical performance, while ignoring the train health status changes reflected in
FENG Furen
doaj
Periodicity in Data Streams with Wildcards [PDF]
Theory of Computing Systems, 2018 We investigate the problem of detecting periodic trends within a string $S$ of length $n$, arriving in the streaming model, containing at most $k$ wildcard characters, where $k=o(n)$. A wildcard character is a special character that can be assigned any other character.
Funda Ergün +3 more
openaire +2 more sources
Smart PIN: utility-based replication and delivery of multimedia content to mobile users in wireless networks [PDF]
, 2008 Next generation wireless networks rely on heterogeneous connectivity technologies to support various rich media services such as personal information storage, file sharing and multimedia streaming.
Muntean, Gabriel-Miro +5 more
core +1 more source