4 papers
ADASCALE: An Adaptive Scaling and Placement Framework for Microservices Under Dynamics
Ming Chen, Muhammed Tawfiqul Islam, Maria Rodriguez Read +1
Microservice applications are increasingly deployed across cloud--edge environments, where heterogeneous nodes and time-varying inter-node delays amplify the impact of placement de…
Adaptive Management of Microservices in Dynamic Computing Environments: A Taxonomy and Future Directions
Ming Chen, Muhammed Tawfiqul Islam, Maria Rodriguez Read +1
Microservice-based cloud applications face changing workloads, evolving request paths, variable network conditions, interference, and failures. These dynamics couple autoscaling, p…
iDynamics: A Configurable Emulation Framework for Evaluating Microservice Scheduling Policies under Controllable Cloud-Edge Dynamics
Ming Chen, Muhammed Tawfiqul Islam, Maria Rodriguez Read +1
This paper presents iDynamics, a configurable emulation framework that exposes these dynamics as controllable experimental factors while running real microservice code on a Kuberne…
TraDE: Network and Traffic-aware Adaptive Scheduling for Microservices Under Dynamics
Ming Chen, Muhammed Tawfiqul Islam, Maria Rodriguez Read +1
The transition from monolithic architecture to microservices has enhanced flexibility in application design and its scalable execution. This approach typically uses a computing clu…