12 citations · 33 across the 7 of their papers we have counts for
8 papers
Sensing and Storing Less: A MARL-based Solution for Energy Saving in Edge Internet of Things
Zongyang Yuan, Lailong Luo, Qianzhen Zhang +3
As the number of Internet of Things (IoT) devices continuously grows and application scenarios constantly enrich, the volume of sensor data experiences an explosive increase. Howev…
DHO: Accelerating Distributed Hybrid Order Optimization via Model Parallelism and ADMM
Shunxian Gu, Chaoqun You, Bangbang Ren +3
Scaling deep neural network (DNN) training to more devices can reduce time-to-solution. However, it is impractical for users with limited computing resources. FOSI, as a hybrid ord…
Analytic Personalized Federated Meta-Learning
Shunxian Gu, Chaoqun You, Deke Guo +4
Analytic Federated Learning (AFL) is an enhanced gradient-free federated learning (FL) paradigm designed to accelerate training by updating the global model in a single step with c…
Air-to-Ground Communications Beyond 5G: CoMP Handoff Management in UAV Network
Yan Li, Deke Guo, Lailong Luo +1
Air-to-ground (A2G) networks, using unmanned aerial vehicles (UAVs) as base stations to serve terrestrial user equipments (UEs), are promising for extending the spatial coverage ca…
A survey of sketches in traffic measurement: Design, Optimization, Application and Implementation
Shangsen Li, Lailong Luo, Deke Guo +2
Network measurement probes the underlying network to support upper-level decisions such as network management, network update, network maintenance, network defense and beyond. Due…
Multiset Synchronization with Counting Cuckoo Filters
Shangsen Li, Lailong Luo, Deke Guo
Set synchronization is a fundamental task in distributed applications and implementations. Existing methods that synchronize simple sets are mainly based on compact data structures…
HyEdge: Optimal Request Scheduling in Hybrid Edge Computing Environment
Siyuan Gu, Deke Guo, Guoming Tang +3
With the widespread use of Internet of Things (IoT) devices and the arrival of the 5G era, edge computing has become an attractive paradigm to serve end-users and provide better Qo…
Optimizing Bloom Filter: Challenges, Solutions, and Comparisons
Lailong Luo, Deke Guo, Richard T. B. Ma +2
Bloom filter (BF) has been widely used to support membership query, i.e., to judge whether a given element x is a member of a given set S or not. Recent years have seen a flourish…