A survey on the scheduling mechanisms in serverless computing: a taxonomy, challenges, and trends
In recent years, serverless computing has received significant attention due to its innovative
approach to cloud computing. In this novel approach, a new payment model is presented …
approach to cloud computing. In this novel approach, a new payment model is presented …
How does it function? characterizing long-term trends in production serverless workloads
This paper releases and analyzes two new Huawei cloud serverless traces. The traces span
a period of over 7 months with over 1.4 trillion function invocations combined. The first trace …
a period of over 7 months with over 1.4 trillion function invocations combined. The first trace …
Owl: Performance-aware scheduling for resource-efficient function-as-a-service cloud
This work documents our experience of improving the scheduler in Alibaba Function
Compute, a public FaaS platform. It commences with our observation that memory and CPU …
Compute, a public FaaS platform. It commences with our observation that memory and CPU …
Function as a Function
T Kuchler, M Giardino, T Roscoe… - Proceedings of the 2023 …, 2023 - dl.acm.org
Function as a Service (FaaS) and the associated serverless computing paradigm alleviates
users from resource management and allows cloud platforms to optimize system …
users from resource management and allows cloud platforms to optimize system …
Golgi: Performance-aware, resource-efficient function scheduling for serverless computing
This paper introduces Golgi, a novel scheduling system designed for serverless functions,
with the goal of minimizing resource provisioning costs while meeting the function latency …
with the goal of minimizing resource provisioning costs while meeting the function latency …
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 …
Ditto: Efficient serverless analytics with elastic parallelism
Serverless computing provides fine-grained resource elasticity for data analytics---a job can
flexibly scale its resources for each stage, instead of sticking to a fixed pool of resources …
flexibly scale its resources for each stage, instead of sticking to a fixed pool of resources …
SimLess: simulate serverless workflows and their twins and siblings in federated FaaS
Many researchers migrate scientific serverless workflows or function choreographies (FCs)
on Function-as-a-Service (FaaS) to benefit from its high scalability and elasticity …
on Function-as-a-Service (FaaS) to benefit from its high scalability and elasticity …
{ServerlessLLM}:{Low-Latency} Serverless Inference for Large Language Models
This paper presents ServerlessLLM, a distributed system designed to support low-latency
serverless inference for Large Language Models (LLMs). By harnessing the substantial near …
serverless inference for Large Language Models (LLMs). By harnessing the substantial near …
Faascinating resilience for serverless function choreographies in federated clouds
Cloud applications often benefit from deployment on serverless technology Function-as-a-
Service (FaaS), which may instantly spawn numerous functions and charges users for the …
Service (FaaS), which may instantly spawn numerous functions and charges users for the …