Fault-tolerant scheduling and data placement for scientific workflow processing in geo-distributed clouds

C Li, J Liu, M Wang, Y Luo - Journal of Systems and Software, 2022 - Elsevier
Scientific workflow processing in geo-distributed cloud is crucial for the scheduling of large-
scale tasks and the massive data placement among tasks. However, the task execution time …

Keep hot or go cold: A randomized online migration algorithm for cost optimization in staas clouds

M Liu, L Pan, S Liu - IEEE Transactions on Network and …, 2021 - ieeexplore.ieee.org
Storage-as-a-Service clouds generally offer both hot and cold storage tiers with different
pricing options. Hot tiers provide a higher storage price but a lower access price, and vice …

Cloud storage tier optimization through storage object classification

AQ Khan, M Matskin, R Prodan, C Bussler, D Roman… - Computing, 2024 - Springer
Cloud storage adoption has increased over the years given the high demand for fast
processing, low access latency, and ever-increasing amount of data being generated by, eg …

Capacity planning and data placement management in multi-cloud computing environment

SJ Todd, A Natanzon, K Durazzo - US Patent 11,164,115, 2021 - Google Patents
In a multi-cloud computing environment comprising a plu rality of cloud platforms across
which an enterprise stores primary data and copies of the primary data, a method maintains …

A Practicable Machine Learning Solution for Security-Cognizant Data Placement on Cloud Platforms

RV Kale, B Veeravalli, X Wang - … of Computer Networks and Cyber Security …, 2020 - Springer
While designing data placement strategies for cloud storage platforms, data security and
data retrieval time are two equally important parameters that determine the quality of data …

A New Classification for Data Placement Techniques in Cloud Computing

L Bouhouch, M Zbakh, C Tadonki - 2023 IEEE 6th International …, 2023 - ieeexplore.ieee.org
The efficient management of data placement in cloud computing is of paramount
importance, as it fundamentally influences the performance, cost-effectiveness, and …

Cloud Cost Modelling and Optimisation: A Taxonomy and Approaches for Storage Object Classification and Cloud Resource Placement

AQ Khan - 2024 - ntnuopen.ntnu.no
The adoption of cloud services continues to rise due to their flexibility and potential cost
savings. However, the cost structure of cloud services is complex and often leads to …

A Practicable Machine Learning Solution for Security-Cognizant Data Placement

RV Kale, B Veeravalli, X Wang - Handbook of Computer …, 2019 - books.google.com
While designing data placement strategies for cloud storage platforms, data security and
data retrieval time are two equally important parameters that determine the quality of data …