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Big data analytics in telecommunications: literature review and architecture recommendations
This paper focuses on facilitating state-of-the-art applications of big data analytics (BDA)
architectures and infrastructures to telecommunications (telecom) industrial sector. Telecom …
architectures and infrastructures to telecommunications (telecom) industrial sector. Telecom …
Survey of distributed computing frameworks for supporting big data analysis
Distributed computing frameworks are the fundamental component of distributed computing
systems. They provide an essential way to support the efficient processing of big data on …
systems. They provide an essential way to support the efficient processing of big data on …
A survey on spatio-temporal big data analytics ecosystem: Resource management, processing platform, and applications
With the rapid evolution of the Internet, Internet of Things (IoT), and geographic information
systems (GIS), spatio-temporal Big Data (STBD) is experiencing exponential growth …
systems (GIS), spatio-temporal Big Data (STBD) is experiencing exponential growth …
[ΒΙΒΛΙΟ][B] Teknologi Big Data: Pengantar Dan Penerapan Teknologi Big Data Di Berbagai Bidang
Buku" Teknologi Big Data: Pengantar dan Penerapan di Berbagai Bidang" merangkum
esensi teknologi Big Data dari awal hingga penerapannya dalam konteks kehidupan nyata …
esensi teknologi Big Data dari awal hingga penerapannya dalam konteks kehidupan nyata …
[HTML][HTML] A computational framework based on the dynamic pipeline approach
E Pasarella, ME Vidal, C Zoltan, JPR Sales - Journal of Logical and …, 2024 - Elsevier
Stream processing has inspired new computational approaches to facilitate effectiveness
and efficiency. One such approach is the dynamic pipeline, which serves as a powerful …
and efficiency. One such approach is the dynamic pipeline, which serves as a powerful …
I-DLV-sr: a stream reasoning system based on I-DLV
We introduce a novel logic-based system for reasoning over data streams, which relies on a
framework enabling a tight, fine-tuned interaction between Apache Flink and the-DLV …
framework enabling a tight, fine-tuned interaction between Apache Flink and the-DLV …
Geostatistics on real-time geodata streams—an extended spatiotemporal moran's I index with distributed stream processing technologies
T Lemmerz, S Herlé, J Blankenbach - ISPRS International Journal of Geo …, 2023 - mdpi.com
The availability of geodata with high spatial and temporal resolution is increasing steadily.
Often, these data are continuously generated by distributed sensor networks and provided …
Often, these data are continuously generated by distributed sensor networks and provided …
[PDF][PDF] Fast and Fine-grained Autoscaler for Streaming Jobs with Reinforcement Learning.
On computing clusters, the autoscaler is responsible for allocating resources for jobs or
finegrained tasks to ensure their Quality of Service. Due to a more precise resource …
finegrained tasks to ensure their Quality of Service. Due to a more precise resource …
FlinkCheck: property-based testing for apache flink
Apache Flink is an open-source, soft real-time stream processing framework underlying
many modern systems dealing with cloud and real-time computing, data analytics, and the …
many modern systems dealing with cloud and real-time computing, data analytics, and the …
A resource occupancy ratio-oriented load balancing task scheduling mechanism for flink
Flink is regarded as a promising distributed data processing engine for unifying bounded
data and unbounded data. Unbalanced workloads upon multiple workers/task …
data and unbounded data. Unbalanced workloads upon multiple workers/task …