Systematic Approaches to Data Placement, Replication and Migration in Heterogeneous Edge-Cloud Computing Systems: A Comprehensive Literature Review.

RT Venkatesh, DK Chandrashekar… - … des Systèmes d' …, 2023 - search.ebscohost.com
Abstract The advent of Online Social Networks (OSNs) and the Internet-of-Things (IoT) has
catalyzed an unprecedented surge in data generation at smart device endpoints. This …

An effective data placement strategy for IIoT applications

Z Shen, B Liu, W Dou - Concurrency and Computation: Practice …, 2024 - Wiley Online Library
With the rapid development of the Internet of things (IoT) and mobile communication
technology, the amount of data related to industrial Internet of things (IIoT) applications has …

Popularity-based data placement with load balancing in edge computing

X Wei, Y Wang - IEEE Transactions on Cloud Computing, 2021 - ieeexplore.ieee.org
In recent years, edge computing has become an increasingly popular computing paradigm
to enable real-time data processing and mobile intelligence. Edge computing allows …

[PDF][PDF] Optimal Data Placement and Replication Approach for SIoT with Edge.

BP Shankar, S Chitra - Computer Systems Science & …, 2022 - cdn.techscience.cn
Social networks (SNs) are sources with extreme number of users around the world who are
all sharing data like images, audio, and video to their friends using IoT devices. This concept …

A User Mobility-based Data Placement Strategy in a Hybrid Cloud/Edge Environment using a Causal-aware Deep Learning Network

C Symvoulidis, A Kiourtis, G Marinos… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Edge computing has become a prominent solution when it comes to mobile applications and
data management, due to its ability to considerably reduce data transmission costs, and to …

A taxonomy for management and optimization of multiple resources in edge computing

K Toczé, S Nadjm-Tehrani - Wireless Communications and …, 2018 - Wiley Online Library
Edge computing is promoted to meet increasing performance needs of data‐driven services
using computational and storage resources close to the end devices at the edge of the …

[PDF][PDF] Data Storage and Dissemination in Pervasive Edge Computing Environments

JM dos Santos Lourenço - 2021 - run.unl.pt
Nowadays, smart mobile devices generate huge amounts of data in all sorts of gatherings.
Much of that data has localized and ephemeral interest, but can be of great use if shared …

CATER: A Policy-Based Data Placement Framework for Edge Storage

A Khalid, S Ahearne, HK Mehta… - … and Network-Based …, 2024 - ieeexplore.ieee.org
The growing heterogeneity and decentralization in the modern computing paradigm of edge-
cloud continuum introduces new constraints on storage systems, such as storage type …

A balanced and reliable data replica placement scheme based on reinforcement learning in edge–cloud environments

M Zheng, X Du, Z Lu, Q Duan - Future Generation Computer Systems, 2024 - Elsevier
With the rapid development of edge–cloud computing, distributing resources to edge nodes
and terminal devices to provide high-quality services for latency-sensitive applications and …

A Novel Cost-Aware Data Placement Strategy for Edge-Cloud Collaborative Smart Systems

Y Zhang, J Xu, X Liu, W Pan, X Li - 2023 IEEE 16th …, 2023 - ieeexplore.ieee.org
Currently, smart systems are widely used in various scenarios such as smart cities, smart
healthcare and smart logistics. Meanwhile, centralized cloud computing has become the …