Cluster resource scheduling in cloud computing: literature review and research challenges

W Khallouli, J Huang - The Journal of supercomputing, 2022 - Springer
Scheduling plays a pivotal role in cloud computing systems. Designing an efficient
scheduler is a challenging task. The challenge comes from several aspects, including the …

On the diversity of cluster workloads and its impact on research results

G Amvrosiadis, JW Park, GR Ganger… - 2018 USENIX Annual …, 2018 - usenix.org
Six years ago, Google released an invaluable set of scheduler logs which has already been
used in more than 450 publications. We find that the scarcity of other data sources, however …

Efficient autonomic and elastic resource management techniques in cloud environment: taxonomy and analysis

MAN Saif, SK Niranjan, HDE Al-Ariki - Wireless Networks, 2021 - Springer
Resource management (RM) is a challenging task in a cloud computing environment where
a large number of virtualized, heterogeneous, and distributed resources are hosted in the …

Power consumption predicting and anomaly detection based on long short-term memory neural network

X Wang, T Zhao, H Liu, R He - … on cloud computing and big data …, 2019 - ieeexplore.ieee.org
Identification of abnormal power consumption data is a critical and difficult task to guarantee
efficiency and reliability of the smart grid. This paper proposes a power consumption …

A low-cost multi-failure resilient replication scheme for high-data availability in cloud storage

J Liu, H Shen, H Chi, HS Narman… - IEEE/ACM …, 2020 - ieeexplore.ieee.org
Data availability is one of the most important performance factors in cloud storage systems.
To enhance data availability, replication is a common approach to handle the machine …

Resource utilization prediction in cloud computing using hybrid model

KC Anupama, BR Shivakumar… - International Journal of …, 2021 - search.proquest.com
In cloud environment, maximum utilization of resource is possible with good resource
management strategies. Workload prediction plays a vital role in estimating the actual …

CompVM: A complementary VM allocation mechanism for cloud systems

H Shen, L Chen - IEEE/ACM Transactions On Networking, 2018 - ieeexplore.ieee.org
In cloud datacenters, effective resource provisioning is needed to maximize the energy
efficiency and utilization of cloud resources while guaranteeing the service-level agreement …

Dependency-aware and resource-efficient scheduling for heterogeneous jobs in clouds

J Liu, H Shen - 2016 IEEE International Conference on Cloud …, 2016 - ieeexplore.ieee.org
Data analytics frameworks shift towards larger degrees of parallelism. Efficient scheduling of
data-parallel jobs (tasks) is critical for improving job performance such as response time …

Opportunistic energy sharing between power grid and electric vehicles: A game theory-based pricing policy

A Sarker, Z Li, W Kolodzey… - 2017 IEEE 37th …, 2017 - ieeexplore.ieee.org
Electric vehicles (EVs) have great potential to reduce dependency on fossil fuels. The recent
surge in the development of online EV (OLEV) will help to address the drawbacks …

A popularity-aware cost-effective replication scheme for high data durability in cloud storage

J Liu, H Shen - 2016 IEEE international conference on big data …, 2016 - ieeexplore.ieee.org
Cloud storage system usually experiences data loss, hindering data durability. Three-way
random replication is commonly used to prevent data loss in cloud storage systems …