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 …

Characterizing serverless platforms with serverlessbench

T Yu, Q Liu, D Du, Y Xia, B Zang, Z Lu, P Yang… - Proceedings of the 11th …, 2020 - dl.acm.org
Serverless computing promises auto-scalability and cost-efficiency (in" pay-as-you-go"
manner) for high-productive software development. Because of its virtue, serverless …

Sherman: A write-optimized distributed b+ tree index on disaggregated memory

Q Wang, Y Lu, J Shu - Proceedings of the 2022 international conference …, 2022 - dl.acm.org
Memory disaggregation architecture physically separates CPU and memory into
independent components, which are connected via high-speed RDMA networks, greatly …

Towards accurate prediction for high-dimensional and highly-variable cloud workloads with deep learning

Z Chen, J Hu, G Min, AY Zomaya… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Resource provisioning for cloud computing necessitates the adaptive and accurate
prediction of cloud workloads. However, the existing methods cannot effectively predict the …

Let's wait awhile: How temporal workload shifting can reduce carbon emissions in the cloud

P Wiesner, I Behnke, D Scheinert, K Gontarska… - Proceedings of the …, 2021 - dl.acm.org
Depending on energy sources and demand, the carbon intensity of the public power grid
fluctuates over time. Exploiting this variability is an important factor in reducing the emissions …

A cost-efficient container orchestration strategy in kubernetes-based cloud computing infrastructures with heterogeneous resources

Z Zhong, R Buyya - ACM Transactions on Internet Technology (TOIT), 2020 - dl.acm.org
Containers, as a lightweight application virtualization technology, have recently gained
immense popularity in mainstream cluster management systems like Google Borg and …

Software‐defined networks for optical networks using flexible orchestration: Advances, challenges, and opportunities

K Nsafoa-Yeboah, ET Tchao… - Journal of Computer …, 2022 - Wiley Online Library
Optical networks offer a wide range of benefits to the telecommunication sector worldwide
with their provision of higher bandwidth, which leads to faster data speed, longer …

An in-depth study of microservice call graph and runtime performance

S Luo, H Xu, C Lu, K Ye, G Xu, L Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Loosely-coupled and light-weight microservices running in containers are replacing
monolithic applications gradually. Understanding the characteristics of microservices is …

IoT microservice deployment in edge-cloud hybrid environment using reinforcement learning

L Chen, Y Xu, Z Lu, J Wu, K Gai… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
The edge-cloud hybrid environment requires complex deployment strategies to enable the
smart Internet-of-Things (IoT) system. However, current service deployment strategies use …

An introduction to the compute express link (cxl) interconnect

DD Sharma, R Blankenship, DS Berger - arXiv preprint arXiv:2306.11227, 2023 - arxiv.org
The Compute Express Link (CXL) is an open industry-standard interconnect between
processors and devices such as accelerators, memory buffers, smart network interfaces …