Results 31 to 40 of about 6,553 (193)
A Novel Approach to Distributed Model Aggregation using Apache Kafka
Proceedings of the 2nd Workshop on Flexible Resource and Application Management on the Edge, 2022 Multi-Access Edge Computing (MEC) is attracting a lot of interest because it complements cloud-based approaches. Indeed, MEC is opening up in the direction of reducing both interaction delays and data sharing, called Cyber-Physical Systems (CPSs). In the near fu-ture, edge technologies will be a fundamental tool to better support time-dependent and ...
Bano S. +5 more
openaire +5 more sources
Multimedia big data computing for in-depth event analysis [PDF]
, 2015 While the most part of ”big data” systems target text-based analytics, multimedia data, which makes up about 2/3 of internet traffic, provide unprecedented opportunities for understanding and responding to real world situations and challenges ...
Ayguadé Parra, Eduard +2 more
core +1 more source
, 2019 This paper presents a benchmark of stream processing throughput comparing Apache Spark Streaming (under file-, TCP socket- and Kafka-based stream integration), with a prototype P2P stream processing framework, HarmonicIO.
Blamey, Ben +2 more
core +1 more source
LOG REPLICATION IN RAFT VS KAFKA
Studia Universitatis Babes-Bolyai: Series Informatica, 2020 The implementation of a fault-tolerant system requires some type of consensus algorithm for correct operation. From Paxos to Viewstamped Replication and Raft multiple algorithms have been developed to handle this problem.
Manuela PETRESCU, Răzvan PETRESCU
doaj +1 more source
Sensors, 2021 Recent developments in massive machine-type communication (mMTC) scenarios have given rise to never-seen requirements, which triggered the Industry 4.0 revolution.
Petr Ilgner, Petr Cika, Martin Stusek
doaj +1 more source
Real-time predictive maintenance for wind turbines using Big Data frameworks
, 2017 This work presents the evolution of a solution for predictive maintenance to a Big Data environment. The proposed adaptation aims for predicting failures on wind turbines using a data-driven solution deployed in the cloud and which is composed by three ...
Canizo, Mikel +4 more
core +1 more source
Jurnal Implementasi Sistem Distribusi Pesan dan Proses Data Secara Real Time dengan Apache Kafka
Jurnal Teknologi Informatika & Komputer, 2022 Didunia sekarang ini, informasi real time sangat dibutuhkan, dan informasi real time dihasilkan oleh aplikasi diantaranya dengan aplikasi kafka, Kafka adalah aplikasi untuk publish dan subscribe.
Fezan Nabawi
doaj +1 more source
, 2017 Publish/subscribe is a distributed interaction paradigm well adapted to the deployment of scalable and loosely coupled systems. Apache Kafka and RabbitMQ are two popular open-source and commercially-supported pub/sub systems that have been around for ...
Dobbelaere, Philippe +1 more
core +1 more source
Real-Time Recommendation of Streamed Data [PDF]
, 2015 This tutorial addressed two trending topics in the field of recommender systems research, namely A/B testing and real-time recommendations of streamed data.
Heintz, Tobias +3 more
core +1 more source
Real-Time Data Processing With Lambda Architecture [PDF]
, 2019 Data has evolved immensely in recent years, in type, volume and velocity. There are several frameworks to handle the big data applications. The project focuses on the Lambda Architecture proposed by Marz and its application to obtain real-time data ...
Malusare, Omkar Ashok
core +1 more source