236 citations · 1.8k across the 47 of their papers we have counts for
15 papers · 1 filter
TopoCompress: Topology Aware Token Compression Algorithm for Distributed Edge MoE Inference
Ning Li, Xinyu Wang, Xin Yuan +3
Mixture-of-experts (MoE) models improve capacity with moderate overhead by sparsely activating experts per token. However, deploying MoE across resource-constrained edge servers in…
OrderMoE: An expert similarity driven distributed edge MoE inference
Xin Yuan, Ning Li, Quan Chen +2
Although mixture-of-experts, MoE, models have been increasingly adopted to scale large language models with moderate computation cost, it remains challenging to deploy MoE inferenc…
Big Data Analytics for Large Scale Wireless Networks: Challenges and Opportunities
Hong-Ning Dai, Raymond Chi-Wing Wong, Hao Wang +2
The wide proliferation of various wireless communication systems and wireless devices has led to the arrival of big data era in large scale wireless networks. Big data of large sca…
A Knowledge-Based Resource Discovery for Internet of Things
Charith Perera, Athanasios V. Vasilakos
In the sensing as a service paradigm, Internet of Things (IoT) Middleware platforms allow data consumers to retrieve the data they want without knowing the underlying technical det…
Caching Strategies for Information Centric Networking: Opportunities and Challenges
César Bernardini, Thomas Silverston, Athanasios Vasilakos
Internet usage has shifted from host-centric end-to-end communication to a content-centric approach mainly used for content delivery. Information Centric Networking (ICN) was propo…
Vehicular Communications: Survey and Challenges of Channel and Propagation Models
Wantanee Viriyasitavat, Mate Boban, Hsin-Mu Tsai +1
Vehicular communication is characterized by a dynamic environment, high mobility, and comparatively low antenna heights on the communicating entities (vehicles and roadside units).…
Exploiting Device-to-Device Communications in Joint Scheduling of Access and Backhaul for mmWave Small Cells
Yong Niu, Chuhan Gao, Yong Li +3
With the explosive growth of mobile data demand, there has been an increasing interest in deploying small cells of higher frequency bands underlying the conventional homogeneous ma…
A Survey of Millimeter Wave (mmWave) Communications for 5G: Opportunities and Challenges
Yong Niu, Yong Li, Depeng Jin +2
With the explosive growth of mobile data demand, the fifth generation (5G) mobile network would exploit the enormous amount of spectrum in the millimeter wave (mmWave) bands to gre…
Genetic Algorithms in Wireless Networking: Techniques, Applications, and Issues
Usama Mehboob, Junaid Qadir, Salman Ali +1
In recent times, wireless access technology is becoming increasingly commonplace due to the ease of operation and installation of untethered wireless media. The design of wireless…
Software-Defined and Virtualized Future Mobile and Wireless Networks: A Survey
Mao Yang, Yong Li, Depeng Jin +3
With the proliferation of mobile demands and increasingly multifarious services and applications, mobile Internet has been an irreversible trend. Unfortunately, the current mobile…
Energy-Efficient Flow Scheduling and Routing with Hard Deadlines in Data Center Networks
Lin Wang, Fa Zhang, Kai Zheng +3
The power consumption of enormous network devices in data centers has emerged as a big concern to data center operators. Despite many traffic-engineering-based solutions, very litt…
GreenDCN: a General Framework for Achieving Energy Efficiency in Data Center Networks
Lin Wang, Fa Zhang, Jordi Arjona Aroca +5
The popularization of cloud computing has raised concerns over the energy consumption that takes place in data centers. In addition to the energy consumed by servers, the energy co…
Spot: An accurate and efficient multi-entity device-free WLAN localization system
Ibrahim Sabek, Moustafa Youssef
Device-free (DF) localization in WLANs has been introduced as a value-added service that allows tracking indoor entities that do not carry any devices. Previous work in DF WLAN loc…
On Periodic Node Deployment in Wireless Sensor Networks: A Statistical Analysis
Abhishek Sinha, Swagatam Das, Athanasios V. Vasilakos
Rapid progress made in the field of sensor technology, wireless communication, and computer networks in recent past, led to the development of wireless Ad-hoc sensor networks, cons…
Dual-Level Compressed Aggregation: Recovering Fields of Physical Quantities from Incomplete Sensory Data
Liu Xiang, Jun Luo, Chenwei Deng +2
Although wireless sensor networks (WSNs) are powerful in monitoring physical events, the data collected from a WSN are almost always incomplete if the surveyed physical event sprea…