activity
20162022
most citedRisk-Aware Energy Scheduling for Edge Computing with Microgrid: A Multi-Agent Deep Reinforcement Learning Approach

65 citations · 98 across the 5 of their papers we have counts for

collaborators

6 papers

cs.LG2022

An Efficient Video Streaming Architecture with QoS Control for Virtual Desktop Infrastructure in Cloud Computing

Huu-Quoc Nguyen, Tien-Dung Nguyen, Van-Nam Pham +3

In virtual desktop infrastructure (VDI) environments, the remote display protocol has a big responsibility to transmit video data from a data center-hosted desktop to the endpoint.…

cs.LG2020★ 4 cited

Self-organizing Democratized Learning: Towards Large-scale Distributed Learning Systems

Minh N. H. Nguyen, Shashi Raj Pandey, Tri Nguyen Dang +4

Emerging cross-device artificial intelligence (AI) applications require a transition from conventional centralized learning systems towards large-scale distributed AI systems that…

physics.soc-ph2020★ 65 cited

Risk-Aware Energy Scheduling for Edge Computing with Microgrid: A Multi-Agent Deep Reinforcement Learning Approach

Md. Shirajum Munir, Sarder Fakhrul Abedin, Nguyen H. Tran +3

In recent years, multi-access edge computing (MEC) is a key enabler for handling the massive expansion of Internet of Things (IoT) applications and services. However, energy consum…

cs.CV2018★ 15 cited

Center Emphasized Visual Saliency and a Contrast-based Full Reference Image Quality Index

Md Abu Layek, Sanjida Afroz, TaeChoong Chung +1

Objective image quality assessment (IQA) is imperative in the current multimedia-intensive world, in order to assess the visual quality of an image at close to a human level of abi…

cs.NI2016

Towards Media Intercloud Standardization Evaluating Impact of Cloud Storage Heterogeneity

Mohammad Aazam, Marc StHilaire, EuiNam Huh

Digital media has been increasing very rapidly, resulting in cloud computing's popularity gain. Cloud computing provides ease of management of large amount of data and resources. W…

cs.NI2016★ 14 cited

Impact of IPv4-IPv6 Coexistence in Cloud Virtualization Environment

Mohammad Aazam, Eui-Nam Huh

Since January 2011, IPv4 address space has exhausted and IPv6 is taking up the place as successor. Coexistence of IPv4 and IPv6 bears problem of incompatibility, as IPv6 and IPv4 h…