The serverless computing survey: A technical primer for design architecture

Z Li, L Guo, J Cheng, Q Chen, BS He… - ACM Computing Surveys …, 2022 - dl.acm.org
The development of cloud infrastructures inspires the emergence of cloud-native computing.
As the most promising architecture for deploying microservices, serverless computing has …

Elasticity in cloud computing: state of the art and research challenges

Y Al-Dhuraibi, F Paraiso, N Djarallah… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Elasticity is a fundamental property in cloud computing that has recently witnessed major
developments. This article reviews both classical and recent elasticity solutions and …

Pocket: Elastic ephemeral storage for serverless analytics

A Klimovic, Y Wang, P Stuedi, A Trivedi… - … USENIX Symposium on …, 2018 - usenix.org
Serverless computing is becoming increasingly popular, enabling users to quickly launch
thousands of shortlived tasks in the cloud with high elasticity and fine-grain billing. These …

Seer: Leveraging big data to navigate the complexity of performance debugging in cloud microservices

Y Gan, Y Zhang, K Hu, D Cheng, Y He… - Proceedings of the …, 2019 - dl.acm.org
Performance unpredictability is a major roadblock towards cloud adoption, and has
performance, cost, and revenue ramifications. Predictable performance is even more critical …

A survey on NoSQL stores

A Davoudian, L Chen, M Liu - ACM Computing Surveys (CSUR), 2018 - dl.acm.org
Recent demands for storing and querying big data have revealed various shortcomings of
traditional relational database systems. This, in turn, has led to the emergence of a new kind …

Quasar: Resource-efficient and qos-aware cluster management

C Delimitrou, C Kozyrakis - ACM Sigplan Notices, 2014 - dl.acm.org
Cloud computing promises flexibility and high performance for users and high cost-efficiency
for operators. Nevertheless, most cloud facilities operate at very low utilization, hurting both …

Auto-scaling web applications in clouds: A taxonomy and survey

C Qu, RN Calheiros, R Buyya - ACM Computing Surveys (CSUR), 2018 - dl.acm.org
Web application providers have been migrating their applications to cloud data centers,
attracted by the emerging cloud computing paradigm. One of the appealing features of the …

Resource management in clouds: Survey and research challenges

B Jennings, R Stadler - Journal of Network and Systems Management, 2015 - Springer
Resource management in a cloud environment is a hard problem, due to: the scale of
modern data centers; the heterogeneity of resource types and their interdependencies; the …

MAG-D: A multivariate attention network based approach for cloud workload forecasting

YS Patel, J Bedi - Future Generation Computer Systems, 2023 - Elsevier
The Coronavirus pandemic and the work-from-home have drastically changed the working
style and forced us to rapidly shift towards cloud-based platforms & services for seamless …

The power of prediction: microservice auto scaling via workload learning

S Luo, H Xu, K Ye, G Xu, L Zhang, G Yang… - Proceedings of the 13th …, 2022 - dl.acm.org
When deploying microservices in production clusters, it is critical to automatically scale
containers to improve cluster utilization and ensure service level agreements (SLA) …