[PDF][PDF] A Novel Approach for Cluster Self-Optimization Using Big Data Analytics

A Mirzaei, A Rahimi - Information Systems & Telecommunication, 2019 - jist.ir
… the main features of a powerful data management technology called big data so, this study
proposes an approach that uses a selfoptimization framework based on this technology [16]. …

Data analytics and optimization for smart industry

L Tang, Y Meng - Frontiers of Engineering Management, 2021 - Springer
data analytics and optimization. Then, it identifies some data analytics and system optimization
… Then, parameter values for the mathematical model are obtained, and the self-learning of …

Self-adaptation based on big data analytics: a model problem and tool

S Schmid, I Gerostathopoulos… - … for Adaptive and Self …, 2017 - ieeexplore.ieee.org
… Based on the operational data, we aim to optimize the system … optimization functions. The
main novelty of our artifacts is the seamless integration of self-adaptation with latest Big Data

Design of handover self-optimization using big data analytics

CL Lee, WS Su, KA Tang… - The 16th Asia-Pacific …, 2014 - ieeexplore.ieee.org
… provide handover optimization. In this paper, a method for handover selfoptimization is
introduced, including initialization of selfconfiguration of neighbor cell list and self-optimization to …

A coverage of self-optimization algorithm using big data analytics in WCDMA cellular networks

J Gao, X Cheng, L Xu, L Cao… - Signal and Information …, 2016 - books.google.com
… In this paper, an efficient coverage of optimization scheme using big data analytics is proposed
for cellular networks. The proposed scheme can improve the coverage performance by …

Self-optimizing IoT wireless video sensor node with in-situ data analytics and context-driven energy-aware real-time adaptation

N Cao, SB Nasir, S Sen… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
… This motivates in situ data analytics in energy-constrained … data; and transmit data only
when required. This paper presents a camerabased wireless sensor node with a self-optimizing

[HTML][HTML] A self-optimizing technique based on vertical handover for load balancing in heterogeneous wireless networks using big data analytics

M Beshley, N Kryvinska, O Yaremko, H Beshley - Applied Sciences, 2021 - mdpi.com
… an algorithm for optimizing a heterogeneous network using big data technology, which is …
scheme allows the optimization of the infrastructure to use both user and network data, which, …

In-sensor analytics and energy-aware self-optimization in a wireless sensor node

N Cao, SB Nasir, S Sen… - 2017 IEEE MTT-s …, 2017 - ieeexplore.ieee.org
data analytics that can perform context-aware acquisition and processing of data; and transmit
data … We observe that the proposed self-optimizing system always tracks the minimum …

Sagedb: An instance-optimized data analytics system

J Ding, R Marcus, A Kipf, V Nathan… - Proceedings of the …, 2022 - par.nsf.gov
… A recent trend aims to tackle these pitfalls: instance-optimized systems are designed to
automatically self-adjust in order to achieve the best performance for a speci c use case, ie, a …

[PDF][PDF] Starfish: A self-tuning system for big data analytics.

H Herodotou, H Lim, G Luo, N Borisov, L Dong… - Cidr, 2011 - cse.fau.edu
… -lifecycle-aware system goes beyond query execution to optimize the movement, storage,
and processing of big data during its entire lifecycle. The intelligence embedded in many Web …