Adaptive data replication optimization based on reinforcement learning

CK Wee, R Nayak - 2020 IEEE symposium series on …, 2020 - ieeexplore.ieee.org
Data replication plays an important role in enterprise IT landscapes, where data is shared
among multiple IT systems. IT administrators need to tune the replicating software's …

Data replication optimization using simulated annealing

CK Wee, R Nayak - Data Mining: 17th Australasian Conference, AusDM …, 2019 - Springer
Data replication is ubiquitous in a large organization where multiple IT systems need to
share information for their operation. This function is usually fulfilled by an enterprise …

Adaptive fault diagnosis for data replication systems

CK Wee, N Wee - Databases Theory and Applications: 32nd Australasian …, 2021 - Springer
Data replication among multiple IT systems is ubiquitous among large organizations and
keeping them running is a critical success factor for their IT departments. When services are …

Adaptive fault resolution for database replication systems

CK Wee, X Zhou, R Gururajan, X Tao… - … Conference on Advanced …, 2022 - Springer
Database replication is ubiquitous among organizations' IT infrastructure when data is
shared across multiple systems and their service uptime is critical. But complex software will …

Adaptive fault diagnosis and resolution system for enterprise data replication system using deep reinforcement learning

CK Wee - 2022 - research.usq.edu.au
Modern business IT systems in large organisations have high levels of collaboration and
interoperability to support various business functions. In heterogeneous IT systems, data is …

Energy and expenditure aware data replication strategy

M Séguéla, R Mokadem… - 2021 IEEE 14th …, 2021 - ieeexplore.ieee.org
Energy saving is a major challenge for Information Technology (IT) companies that aim to
reduce their carbon footprint while providing large scale cloud services. These companies …

Designing New Data Replication Strategies Automatically

SMA Bokhari, O Theel - Agents and Artificial Intelligence: 12th International …, 2021 - Springer
A distributed system is a paradigm indispensable to the current world due to countless
requests with every passing second. In distributed systems, reliability is of extreme …

Hreplica: a dynamic data replication engine with adaptive compression for multi-tiered storage

H Devarajan, A Kougkas, XH Sun - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
As the diversity of big data applications increases, their requirements diverge and often
conflict with one other. Managing this diversity in any supercomputer or data center is a …

Introducing Novel Crossover and Mutation Operators into Data Replication Strategies for Distributed Systems

SMA Bokhari, O Theel - 2020 IEEE 25th Pacific Rim …, 2020 - ieeexplore.ieee.org
In a distributed paradigm, data replication plays a vital role in achieving high availability and
fault tolerance of a system. In a connected network, faults are inevitable, replication masks …

Dynamic energy and expenditure aware data replication strategy

M Séguéla, R Mokadem… - 2022 IEEE 15th …, 2022 - ieeexplore.ieee.org
Nowadays, data are generated and accessed from all over the world. Applications and
companies store these data on geo-distributed cloud providers that have to be profitable …