output
20092026
most cited6G White Paper on Edge Intelligence

126 citations

Showing cs.NIShow all

11 papers · 1 filter

cs.NI2024★ 25 cited

NegotiaToR: Towards A Simple Yet Effective On-demand Reconfigurable Datacenter Network

Cong Liang, Xiangli Song, Jing Cheng +5

Recent advances in fast optical switching technology show promise in meeting the high goodput and low latency requirements of datacenter networks (DCN). We present NegotiaToR, a si…

cs.NI2023★ 2 cited

Gleam: An RDMA-accelerated Multicast Protocol for Datacenter Networks

Wenxue Li, Junyi Zhang, Gaoxiong Zeng +6

RDMA has been widely adopted for high-speed datacenter networks. However, native RDMA merely supports one-to-one reliable connection, which mismatches various applications with gro…

cs.NI2023★ 24 cited

deController: A Web3 Native Cyberspace Infrastructure Perspective

Hao Xu, Yunqing Sun, Zihao Li +3

Web3 brings an emerging outlook for the value of decentralization, boosting the decentralized infrastructure. People can benefit from Web3, facilitated by the advances in distribut…

cs.NI2021★ 11 cited

Towards Real-Time Routing Optimization with Deep Reinforcement Learning: Open Challenges

Paul Almasan, José Suárez-Varela, Bo Wu +3

The digital transformation is pushing the existing network technologies towards new horizons, enabling new applications (e.g., vehicular networks). As a result, the networking comm…

cs.NI2020★ 13 cited

NetReduce: RDMA-Compatible In-Network Reduction for Distributed DNN Training Acceleration

Shuo Liu, Qiaoling Wang, Junyi Zhang +5

We present NetReduce, a novel RDMA-compatible in-network reduction architecture to accelerate distributed DNN training. Compared to existing designs, NetReduce maintains a reliable…

cs.NI2019★ 3 cited

Toward Optimal Performance with Network Assisted TCP at Mobile Edge

Soheil Abbasloo, Yang Xu, H. Jonathon Chao +3

In contrast to the classic fashion for designing distributed end-to-end (e2e) TCP schemes for cellular networks (CN), we explore another design space by having the CN assist the ta…