The emerging serverless computing paradigm has attracted attention from both academia
and industry. This paradigm brings benefits such as less operational complexity, a pay-as …

Serverless computing is an emerging cloud computing paradigm, being adopted to develop
a wide range of software applications. It allows developers to focus on the application logic …

We characterize production workloads of serverless DAGs at a major cloud provider. Our
analysis highlights two major factors that limit performance:(a) lack of efficient …

This paper presents faas‐sim, a simulation framework tailored to serverless edge computing
platforms. In serverless computing, platform operators are tasked with efficiently managing …

Serverless Computing: What It Is, and What It Is Not? Page 1 FULL AUTOMATION OF IT
infrastructure and the delivery of efficient IT operations as billed services have been long-standing …

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 …

Serverless computing has emerged as a revolutionary model that enables the deployment of
applications and services by raising the level of abstraction from the underline resources. Its …

Function-as-a-Service (FaaS) has become a mainstream cloud computing paradigm for
developers to build cloud-native applications in recent years. By taking advantage of …

The emergence of ML in various cloud system management tasks (eg, workload autoscaling
and job scheduling) has become a core driver of ML-centric cloud platforms. However, there …

Despite significant advances in data management systems in recent decades, the
processing of big data at scale remains very challenging. While cloud computing has been …