Big data stream analysis: a systematic literature review

T Kolajo, O Daramola, A Adebiyi - Journal of Big Data, 2019 - Springer
Recently, big data streams have become ubiquitous due to the fact that a number of
applications generate a huge amount of data at a great velocity. This made it difficult for …

A comprehensive survey on parallelization and elasticity in stream processing

H Röger, R Mayer - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
Stream Processing (SP) has evolved as the leading paradigm to process and gain value
from the high volume of streaming data produced, eg, in the domain of the Internet of Things …

Deep matrix factorization with implicit feedback embedding for recommendation system

B Yi, X Shen, H Liu, Z Zhang, W Zhang… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Automatic recommendation has become an increasingly relevant problem to industries,
which allows users to discover new items that match their tastes and enables the system to …

An efficient industrial big-data engine

P Basanta-Val - IEEE Transactions on Industrial Informatics, 2017 - ieeexplore.ieee.org
Current trends in industrial systems opt for the use of different big-data engines as a means
to process huge amounts of data that cannot be processed with an ordinary infrastructure …

Multi-objective optimization for virtual machine allocation and replica placement in virtualized hadoop

C Guerrero, I Lera, B Bermejo… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Resource management is a key factor in the performance and efficient utilization of cloud
systems, and many research works have proposed efficient policies to optimize such …

RT-MongoDB: A NoSQL database with differentiated performance

R Andreoli, T Cucinotta, D Pedreschi - Proceedings of the 11th …, 2021 - iris.sssup.it
Abstract The advent of Cloud Computing and Big Data brought several changes and
innovations in the landscape of database management systems. Nowadays, a cloud-friendly …

GSA–FAPSO-based generators active power rescheduling for transmission congestion management

R Peesapati, A Yadav, VK Yadav… - IEEE Systems …, 2018 - ieeexplore.ieee.org
In the present electricity markets, an algorithm with fast convergence characteristics along
with the production of accurate results is more needful in order to improve the profit margins …

An analytical view of ASE for multicell OFDMA networks based on frequency-reuse scheme

J Ghosh, DNK Jayakody - IEEE Systems Journal, 2018 - ieeexplore.ieee.org
This paper presents efficient interference-mitigation techniques, such as fractional frequency
reuse (FFR) and soft frequency reuse (SFR) schemes, in multicell orthogonal frequency …

Characterizing distributed mobile augmented reality applications at the edge

G Bartolomeo, J Cao, X Su, N Mohan - Companion of the 19th …, 2023 - dl.acm.org
Mobile Augmented Reality (AR) is gaining traction as a compelling application due to recent
advancements in hardware and software. Previous studies have suggested that distributing …

Dynamic redirection of real-time data streams for elastic stream computing

D Sun, S Gao, X Liu, X You, R Buyya - Future Generation Computer …, 2020 - Elsevier
An elastic stream computing system needs elastic adjustment of computing resource
allocation and vertex parallelism to improve latency and throughput, which includes …