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Auto-scaling mechanisms in serverless computing: A comprehensive review
M Tari, M Ghobaei-Arani, J Pouramini… - Computer Science …, 2024 - Elsevier
The auto-scaling feature is fundamental to serverless computing, and it automatically allows
applications to scale as needed. Hence, this allows applications to be configured to adapt to …
applications to scale as needed. Hence, this allows applications to be configured to adapt to …
Help rather than recycle: Alleviating cold startup in serverless computing through {Inter-Function} container sharing
In serverless computing, each function invocation is executed in a container (or a Virtual
Machine), and container cold startup results in long response latency. We observe that some …
Machine), and container cold startup results in long response latency. We observe that some …
{RunD}: A lightweight secure container runtime for high-density deployment and high-concurrency startup in serverless computing
The secure container that hosts a single container in a micro virtual machine (VM) is now
used in serverless computing, as the containers are isolated through the microVMs. There …
used in serverless computing, as the containers are isolated through the microVMs. There …
Serverless edge computing—where we are and what lies ahead
The edge–cloud continuum combines heterogeneous resources, which are complex to
manage. Serverless edge computing is a suitable candidate to manage the continuum by …
manage. Serverless edge computing is a suitable candidate to manage the continuum by …
Mxfaas: Resource sharing in serverless environments for parallelism and efficiency
Although serverless computing is a popular paradigm, current serverless environments have
high overheads. Recently, it has been shown that serverless workloads frequently exhibit …
high overheads. Recently, it has been shown that serverless workloads frequently exhibit …
Stateful serverless application placement in MEC with function and state dependencies
Serverless computing is emerging as an enabling technology for elastic and low-cost AI
applications in the edge of core networks. It allows AI developers to decompose a complex …
applications in the edge of core networks. It allows AI developers to decompose a complex …
Halfmoon: Log-optimal fault-tolerant stateful serverless computing
Serverless computing separates function execution from state management. Simple retry-
based fault tolerance might corrupt the shared state with duplicate updates. Existing …
based fault tolerance might corrupt the shared state with duplicate updates. Existing …
EcoFaaS: Rethinking the Design of Serverless Environments for Energy Efficiency
While serverless computing is increasingly popular, its energy and power consumption
behavior is hardly explored. In this work, we perform a thorough characterization of the …
behavior is hardly explored. In this work, we perform a thorough characterization of the …
Serialization/deserialization-free state transfer in serverless workflows
Serialization and deserialization play a dominant role in the state transfer time of serverless
workflows, leading to substantial performance penalties during workflow execution. We …
workflows, leading to substantial performance penalties during workflow execution. We …
Yuanrong: A production general-purpose serverless system for distributed applications in the cloud
Q Chen, J Qian, Y Che, Z Lin, J Wang, J Zhou… - Proceedings of the …, 2024 - dl.acm.org
We design, implement, and evaluate YuanRong, the first production general-purpose
serverless platform with a unified programming interface, multi-language runtime, and a …
serverless platform with a unified programming interface, multi-language runtime, and a …