Time series big data: a survey on data stream frameworks, analysis and algorithms. [PDF]
J Big Data, 2023 Almeida A +3 more
europepmc +1 more source
Apache Flink™: Stream and Batch Processing in a Single Engine. [PDF]
IEEE Data Eng. Bull., 2015 No ISSNQC ...
Carbone, Paris +5 more
openaire +1 more source
Dynamic Scaling With Just-in-Time Snapshot in Distributed Stream Processing Systems
IEEE AccessStream processing systems are typically long-running and likely experience varying workloads over time. The systems may need to process an excessive amount of data at any time.
Takdir +4 more
doaj +1 more source
Cross-Modal Attention Networks for Multi-Modal Anomaly Detection in System Software
IEEE Open Journal of the Computer SocietyAnomaly detection in system software traditionally relies on single-modal algorithms that analyze either discrete log events or continuous performance metrics in isolation, potentially missing complex anomalies that manifest across both modalities.
Suchuan Xing, Yihan Wang
doaj +1 more source
Technical Report: On the Usability of Hadoop MapReduce, Apache Spark & Apache Flink for Data Science
CoRR, 2018 Distributed data processing platforms for cloud computing are important tools for large-scale data analytics. Apache Hadoop MapReduce has become the de facto standard in this space, though its programming interface is relatively low-level, requiring many implementation steps even for simple analysis tasks.
Bilal Akil, Ying Zhou, Uwe Röhm
openaire +2 more sources
ATP: a Datacenter Approximate Transmission Protocol
, 2019 Many datacenter applications such as machine learning and streaming systems do not need the complete set of data to perform their computation. Current approximate applications in datacenters run on a reliable network layer like TCP.
Liu, Ke, Tsai, Shin-Yeh, Zhang, Yiying
core
A Digital Twin Case Study on Automotive Production Line. [PDF]
Sensors (Basel), 2022 Mendi AF.
europepmc +1 more source
Ten quick tips for bioinformatics analyses using an Apache Spark distributed computing environment. [PDF]
PLoS Comput Biol, 2023 Chicco D +2 more
europepmc +1 more source
Evaluating the integration of Esper complex event processing engine and message brokers. [PDF]
PeerJ Comput Sci, 2023 Ortiz G +3 more
europepmc +1 more source
Interactive querying and data visualization for abuse detection in social network sites [PDF]
, 2016 De Turck, Filip +4 more
core +1 more source