Výsledky vyhledávání - "Data stream processing"

Poster: Cuckoo Heavy Keeper and the balancing act of maintaining heavy hitters in stream processing

Autoři: Ngo, Vinh Papatriantafilou, Marina

Témata: Finding Heavy Hitters, Data Structures and Algorithms, Data Summarization, Distributed, Parallel, and Cluster Computing, Data Stream Processing, Data Stream Analysis

dStream: An Online-Based Dynamic Operator-Level Query Mapping Scheme on Discrete CPU-GPU Architectures

Autoři: Gyeonghwan Jung Yeonwoo Jeong Kyuli Park a další

Zdroj: IEEE Access, Vol 13, Pp 8239-8256 (2025)

Témata: heterogeneous architectures, Query planning, data stream processing, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

Přístupová URL adresa: https://doaj.org/article/cb4cbe0129c64d1c9ab2237da2254178

Toward Stream Processing Elasticity in Realistic Geo-Distributed Environments

Autoři: Arsalane, Khaled Pierre, Guillaume Ibrahim, Shadi

Přispěvatelé: Arsalane, Khaled Pierre, Guillaume Ibrahim, Shadi

Zdroj: 2024 IEEE International Conference on Cloud Engineering (IC2E). :118-125

Témata: Geo-distributed infrastructure, [INFO.INFO-DC] Computer Science [cs]/Distributed, Parallel, and Cluster Computing [cs.DC], Data Stream Processing, Elasticity, Stateful operators

Popis souboru: application/pdf

Přístupová URL adresa: https://inria.hal.science/hal-04655408v2

On the Design of Adaptive Robotic Systems Using Room Sensors, Anchoring, Semantic, and Low-Code Technologies

Autoři: William Appleton Coolidge Sune Lundø Sørensen Mikkel Baun Kjærgaard

Zdroj: 2024 IEEE 21st International Conference on Software Architecture Companion (ICSA-C). :319-325

Témata: Object Recognition, Event Driven, Observability, Low Code, Ontology, Semantic Graph, Data Stream Processing, Perceptual Anchoring, Room Sensors, Declarative World Model, Digital Twins

Přístupová URL adresa: https://portal.findresearcher.sdu.dk/da/publications/d387579b-0035-4b83-b2ff-c342fe7ca29e
https://doi.org/10.1109/ICSA-C63560.2024.00060

Springald: GPU-Accelerated Window-Based Aggregates Over Out-of-Order Data Streams

Autoři: Gabriele Mencagli Patrizio Dazzi Massimo Coppola

Zdroj: IEEE Transactions on Parallel and Distributed Systems. 35:1657-1671

Témata: Streams, Watermarking, Graphics processing units, Out of order, Aggregates, Distributed databases, Single instruction multiple data, Data stream processing, Window-based aggregates, Out-of-order data streams

Popis souboru: application/pdf

Přístupová URL adresa: https://hdl.handle.net/20.500.14243/535417
https://doi.org/10.1109/TPDS.2024.3431611
https://ieeexplore.ieee.org/document/10606093
https://hdl.handle.net/11568/1256867
https://doi.org/10.1109/TPDS.2024.3431611
https://ieeexplore.ieee.org/document/10606093

Seamless FPGA Integration with Stream Processing Engines

Autoři: Alberto Ottimo Gabriele Mencagli Marco Danelutto

Zdroj: Lecture Notes in Computer Science ISBN: 9783031902024

Témata: Data Stream Processing, FPGA, FSPX, WindFlow

Přístupová URL adresa: https://hdl.handle.net/11568/1316570
https://doi.org/10.1007/978-3-031-90203-1_19

STREAMER 3.0: Towards Online Monitoring and Distributed Learning

Autoři: Naline, Baudouin Garcia-Rodriguez, Sandra Zeitouni, Karine a další

Přispěvatelé: Naline, Baudouin Garcia-Rodriguez, Sandra Zeitouni, Karine a další

Zdroj: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. :5076-5080

Témata: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], Distributed Machine Learning, [INFO.INFO-LG] Computer Science [cs]/Machine Learning [cs.LG], Data Stream Processing, artificial intelligence, anomaly detection, monitoring, Data Stream, machine learning, RUL Estimation, Streaming Framework, distributed learning, LSTM, signal processing, Federated Learning

Popis souboru: application/pdf

Přístupová URL adresa: https://hal.science/hal-04263995v1/document
https://doi.org/10.1145/3583780.3614755
https://hal.science/hal-04263995v1

AI driven fraud detection in digital payments using big data and machine learning

Autoři: Kishore Challa

Témata: Fraud Detection,Machine Learning,Digital Payments,Anomaly Detection,Big Data Analytics,Artificial Intelligence,Transaction Monitoring,Behavioral Analytics,Real-Time Detection,Predictive Modeling,Risk Scoring,Neural Networks,Supervised Learning,Unsupervised Learning,Data Stream Processing

Boosting general-purpose stream processing with reconfigurable hardware

Autoři: Ottimo A. Mencagli G. Danelutto M.

Zdroj: The Journal of Supercomputing. 80:13048-13078

Témata: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, Data stream processing, FPGA, OpenCL, Stream processing engines, Xilinx

Studying the Energy Consumption of Stream Processing Engines in the Cloud

Autoři: KP, Govind Pierre, Guillaume Rouvoy, Romain

Přispěvatelé: KP, Govind Pierre, Guillaume Rouvoy, Romain

Zdroj: 2023 IEEE International Conference on Cloud Engineering (IC2E). :99-106

Témata: Energy consumption, Green computing, Data stream processing, [INFO] Computer Science [cs], 7. Clean energy, Reproducibility

Popis souboru: application/pdf

Přístupová URL adresa: https://inria.hal.science/hal-04164074v1

TransScale: Combined-Approach Elasticity for Stream Processing in Fog Environments

Autoři: Pagliari, Alessio Pierre, Guillaume

Přispěvatelé: Pagliari, Alessio Pierre, Guillaume

Zdroj: 2023 11th IEEE International Conference on Mobile Cloud Computing, Services, and Engineering (MobileCloud). :17-24

Témata: Data stream processing, transprecision computing, elasticity, fog computing, [INFO] Computer Science [cs]

Popis souboru: application/pdf

Přístupová URL adresa: https://inria.hal.science/hal-04126361v1

Accelerating Stream Processing Queries with Congestion-aware Scheduling and Real-time Linux Threads

Autoři: Frasca, Fausto Gulisano, Vincenzo Massimiliano Mencagli, Gabriele a další

Zdroj: 20th ACM International Conference on Computing Frontiers, CF 2023, Bologna, Italy Proceedings of the 20th ACM International Conference on Computing Frontiers 2023, CF 2023. :144-153

Témata: Apache Flink, Real-time Threads, Data Stream Processing, Linux Scheduler, Apache Storm

Popis souboru: electronic

Přístupová URL adresa: https://research.chalmers.se/publication/537425
https://research.chalmers.se/publication/537425/file/537425_Fulltext.pdf

Hierarchical Auto-scaling Policies for Data Stream Processing on Heterogeneous Resources

Autoři: Russo Russo Gabriele Cardellini Valeria Lo Presti Francesco a další

Přispěvatelé: Russo Russo Gabriele Cardellini Valeria Lo Presti Francesco a další

Zdroj: ACM Transactions on Autonomous and Adaptive Systems. 18:1-44

Témata: reinforcement learning, Settore ING-INF/05, Auto-scaling, 0202 electrical engineering, electronic engineering, information engineering, Settore IINF-05/A - Sistemi di elaborazione delle informazioni, resource management, 02 engineering and technology, Data Stream Processing

Popis souboru: application/pdf

Přístupová URL adresa: https://hdl.handle.net/2108/345524
https://doi.org/10.1145/3597435

Intelligent Processing of Data Streams on the Edge Using Reinforcement Learning

Autoři: Vaishnav, Shubham Magnússon, Sindri

Zdroj: 2023 IEEE International Conference on Communications Workshops (ICC Workshops). :1265-1270

Témata: Data stream processing, IoT, Datavetenskap (datalogi), Offloading, Edge, Computer Sciences, Reinforcement learning, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Popis souboru: application/pdf

Přístupová URL adresa: http://urn.kb.se/resolve?urn=urn:nbn:se:su:diva-223319

Interpretable Classification of Wiki-Review Streams

Autoři: Silvia García-Méndez Fátima Leal Benedita Malheiro a další

Přispěvatelé: Silvia García-Méndez Fátima Leal Benedita Malheiro a další

Zdroj: Investigo. Repositorio Institucional de la Universidade de Vigo
Universidade de Vigo (UVigo)
IEEE Access, Vol 11, Pp 141137-141151 (2023)

Témata: FOS: Computer and information sciences, Computer Science - Machine Learning, Synthetic data, Computer Science - Artificial Intelligence, Data-stream processing and classification, Transparency, Machine Learning (cs.LG), 12. Responsible consumption, data-stream processing and classification, Wikis, 1203.17 Informática, 10. No inequality, transparency, vandalism, Computer Science - Computation and Language, 4. Education, synthetic data, TK1-9971, 3. Good health, Vandalism, Data reliability and fairness, Artificial Intelligence (cs.AI), wikis, 3325 Tecnología de las Telecomunicaciones, Electrical engineering. Electronics. Nuclear engineering, Computation and Language (cs.CL), 6308 Comunicaciones Sociales

Popis souboru: application/pdf

Přístupová URL adresa: http://arxiv.org/abs/2405.18335
http://hdl.handle.net/11093/6643
https://ieeexplore.ieee.org/document/10356073/
https://doaj.org/article/0400dab2c00144c1a8922d2ad6ff0d18
https://hdl.handle.net/10400.22/25145
https://hdl.handle.net/11328/5292

Real-Time Semantic Indexing for High-Volume Data Streams

Autoři: Raj, Yeshwanth Mahdi, Hassan Mohamed Abraham, Benjamin Jones a další

Zdroj: Indian Journal of Information Sources and Services; Vol. 15 No. 3 (2025): July-September 2025; 423-431 ; 2231-6094 ; 10.51983/ijiss-2025.IJISS.15.3

Témata: Real-Time Data Handling, High-Rate Data Stream Processing, Semantic Indexing, Natural Language Understanding, Knowledge Graphs, And Highly Scalable Systems

Popis souboru: application/pdf

Relation: https://ojs.trp.org.in/index.php/ijiss/article/view/5283/7845; https://ojs.trp.org.in/index.php/ijiss/article/view/5283

Dostupnost: https://ojs.trp.org.in/index.php/ijiss/article/view/5283
https://doi.org/10.51983/ijiss-2025.IJISS.15.3.47

Latency-aware placement of stream processing operators in modern-day stream processing frameworks

Autoři: Ecker, Raphael Karagiannis, Vasileios Sober, Michael Peter a další

Témata: Apache storm | Compute continuum | Data stream processing | Edge computing | Internet of Things, 0: Computer Science, Information and General Works::004: Computer Sciences, 6: Technology::620: Engineering::620.3: Vibrations, 6: Technology::621: Applied Physics::621.3: Electrical Engineering, Electronic Engineering, 5: Natural Sciences and Mathematics::519: Applied Mathematics, Probabilities

Popis souboru: application/pdf

Relation: Journal of parallel and distributed computing; Journal of Parallel and Distributed Computing: 105041 (2025); https://hdl.handle.net/11420/54147; https://doi.org/10.15480/882.14577

Dostupnost: https://hdl.handle.net/11420/54147
https://doi.org/10.15480/882.14577

Larger-than-Memory Stateful Stream Processing with WindFlow

Autoři: Frassinelli S. Mencagli G.

Zdroj: International Journal of Parallel Programming. 53

Témata: Data stream processing, Larger-than-memory state, Multicores, Scaleup architectures, Stream processing engines

Přístupová URL adresa: https://hdl.handle.net/11568/1305327
https://doi.org/10.1007/s10766-025-00785-4

A distributed geospatial publish/subscribe system on Apache Spark

Autoři: Ivan Livaja Krešimir Pripužić Siniša Sovilj a další

Zdroj: Future Generation Computer Systems. 132:282-298

Témata: geospatial data, Big data, partitioning, data replication, 0202 electrical engineering, electronic engineering, information engineering, data stream processing, Geospatial data, Partitioning, Data replication, Data stream processing, 02 engineering and technology

Latency-aware placement of stream processing operators in modern-day stream processing frameworks

Autoři: Raphael Ecker Vasileios Karagiannis Michael Sober a další

Zdroj: Journal of Parallel and Distributed Computing. 199:105041

Témata: Apache storm | Compute continuum | Data stream processing | Edge computing | Internet of Things