Adaptive resource efficient microservice deployment in cloud-edge continuum
User-facing services are now evolving towards the microservice architecture where a
service is built by connecting multiple microservice stages. Since the entire service is heavy …
service is built by connecting multiple microservice stages. Since the entire service is heavy …
CoScal: Multifaceted scaling of microservices with reinforcement learning
The emerging trend towards moving from monolithic applications to microservices has
raised new performance challenges in cloud computing environments. Compared with …
raised new performance challenges in cloud computing environments. Compared with …
Qos-aware and resource efficient microservice deployment in cloud-edge continuum
User-facing services are now evolving towards the microservice architecture where a
service is built by connecting multiple microservice stages. While an entire service is heavy …
service is built by connecting multiple microservice stages. While an entire service is heavy …
Architecting efficient multi-modal aiot systems
Multi-modal computing (M 2 C) has recently exhibited impressive accuracy improvements in
numerous autonomous artificial intelligence of things (AIoT) systems. However, this …
numerous autonomous artificial intelligence of things (AIoT) systems. However, this …
Parslo: A gradient descent-based approach for near-optimal partial SLO allotment in microservices
A Mirhosseini, S Elnikety, TF Wenisch - … of the ACM Symposium on Cloud …, 2021 - dl.acm.org
Modern cloud services are implemented as graphs of loosely-coupled microservices to
improve programmability, reliability, and scalability. Service Level Objectives (SLOs) define …
improve programmability, reliability, and scalability. Service Level Objectives (SLOs) define …
Reliability enhancement strategies for workflow scheduling under energy consumption constraints in clouds
As the demand for Big Data analysis and artificial intelligence technology continues to
surge, a significant amount of research has been conducted on cloud computing services …
surge, a significant amount of research has been conducted on cloud computing services …
Practice of Alibaba cloud on elastic resource provisioning for large‐scale microservices cluster
Cloud‐native architecture is becoming increasingly crucial for today's cloud computing
environments due to the need for speed and flexibility in developing applications. It utilizes …
environments due to the need for speed and flexibility in developing applications. It utilizes …
Characterizing and understanding end-to-end multi-modal neural networks on GPUs
Multi-modal neural networks have become increasingly pervasive in many machine learning
application domains due to their superior accuracy by fusing various modalities. However …
application domains due to their superior accuracy by fusing various modalities. However …
Performance optimization for cloud computing systems in the microservice era: state-of-the-art and research opportunities
With the demand of agile development and management, cloud applications today are
moving towards a more fine-grained microservice paradigm, where smaller and simpler …
moving towards a more fine-grained microservice paradigm, where smaller and simpler …
Improving reliability and sustainability of hazard-aware cyber-physical systems
The network system deployed in hazardous environments is a key component of hazard-
aware cyber-physical systems (CPSs) and its performance highly depends on surrounding …
aware cyber-physical systems (CPSs) and its performance highly depends on surrounding …