14 citations · 15 across the 19 of their papers we have counts for
8 papers · 2 filters
HE2C: A Holistic Approach for Allocating Latency-Sensitive AI Tasks across Edge-Cloud
Minseo Kim, Wei Shu, Mohsen Amini Salehi
The high computational, memory, and energy demands of Deep Learning (DL) applications often exceed the capabilities of battery-powered edge devices, creating difficulties in meetin…
Action Engine: Automatic Workflow Generation in FaaS
Akiharu Esashi, Pawissanutt Lertpongrujikorn, Shinji Kato +1
Function as a Service (FaaS) is poised to become the foundation of the next generation of cloud systems due to its inherent advantages in scalability, cost-efficiency, and ease of…
Streamlining Cloud-Native Application Development and Deployment with Robust Encapsulation
Pawissanutt Lertpongrujikorn, Hai Duc Nguyen, Mohsen Amini Salehi
Current Serverless abstractions (e.g., FaaS) poorly support non-functional requirements (e.g., QoS and constraints), are provider-dependent, and are incompatible with other cloud a…
A Multi-Level Approach for Class Imbalance Problem in Federated Learning for Remote Industry 4.0 Applications
Razin Farhan Hussain, Mohsen Amini Salehi
Deep neural network (DNN) models are effective solutions for industry 4.0 applications (\eg oil spill detection, fire detection, anomaly detection). However, training a DNN network…
Object as a Service: Simplifying Cloud-Native Development through Serverless Object Abstraction
Pawissanutt Lertpongrujikorn, Mohsen Amini Salehi
The function-as-a-service (FaaS) paradigm is envisioned as the next generation of cloud computing systems that mitigate the burden for cloud-native application developers by abstra…
Tutorial: Object as a Service (OaaS) Serverless Cloud Computing Paradigm
Pawissanutt Lertpongrujikorn, Mohsen Amini Salehi
While the first generation of cloud computing systems mitigated the job of system administrators, the next generation of cloud computing systems is emerging to mitigate the burden…
FastMig: Leveraging FastFreeze to Establish Robust Service Liquidity in Cloud 2.0
Sorawit Manatura, Thanawat Chanikaphon, Chantana Chantrapornchai +1
Service liquidity across edge-to-cloud or multi-cloud will serve as the cornerstone of the next generation of cloud computing systems (Cloud 2.0). Provided that cloud-based service…
Resource Allocation of Industry 4.0 Micro-Service Applications across Serverless Fog Federation
Razin Farhan Hussain, Mohsen Amini Salehi
The Industry 4.0 revolution has been made possible via AI-based applications (e.g., for automation and maintenance) deployed on the serverless edge (aka fog) computing platforms at…