2026· IEEE Transactions on Networking· Vol 34, pp. 6678-6692· 0 citations· 45 references
Computer Science
Abstract
Due to the high operational complexity and limited deployment scale of lossless RDMA networks, the community has been exploring efficient RDMA communication over lossy fabrics. State-of-the-art (SOTA) lossy RDMA solutions implement a simplified selective repeat mechanism in RDMA NICs (RNICs) to enhance loss recovery efficiency. However, these solutions still face performance challenges, such as unavoidable ECMP hash collisions and excessive retransmission timeouts (RTOs). In this paper, we enhance RDMA reliability with the goals of being independent of PFC, compatible with packet-level load balancing, free from RTO, and friendly to hardware offloading. To this end, we propose DCP, a transport architecture that co-designs both the switch and RNICs, fully meeting the design goals. At its core, DCP-Switch introduces a simple yet effective lossless control plane, which is leveraged by DCP-RNIC to enhance reliability support for high-speed lossy fabrics, primarily including header-only-based retransmission and bitmap-free packet tracking. We prototype DCP-Switch using P4 switch and DCP-RNIC using FPGA. Extensive experiments demonstrate that DCP achieves $1.6\times $ and $2.1\times $ performance improvements, compared to SOTA lossless and lossy RDMA solutions, respectively.
ProLet is a load balancing scheme that enables proactive probing and reroutes elephant flows at flowlet granularity in lossless RDMA networks and reduces average and tail flow completion time slowdowns by 69% and 79%, respectively, compared to state-of-the-art load balancing schemes.
Hong Wang, Jin-Hao Luo, J. Tan et al.· Asia-Pacific Workshop on Net...· 0 citations
Existing RDMA transports for AI fabrics compromise on scalability, robustness, or hardware overhead. Lossless protocols suffer from PFC-induced congestion spreading under extreme incast, while switch-assisted lossy transports collapse into catastrophic Retransmission Timeout (RTO) storms under silent physical link erro...
Jing Liu, NingCheng Wang, Lun-Sheng Li et al.· Fall Joint Computer Conferen...· 0 citations
Experimental results demonstrate that PSN-PATH significantly outperforms existing solutions, reducing FCT by 95.81%, enhancing goodput by 5.11×, and reducing retransmissions by over 99% under high-load, lossy conditions.
Zhe-Xiong Li, Shugui Wei, Puyu Zhao et al.· Conference on Applications,...· 0 citations
This work investigates retransmissions, forward error correction (FEC), multipath connections, and overlay networks to improve VPN reliability, and implements a MASQUE-based VPN prototype that implements these reliability measures.
Kilian Holzinger, Lion Steger, Michael Haden et al.· Applied Networking Research...· 0 citations
PIN is presented, a lightweight wrapper that layers on top of any existing fine-grained RDMA load balancer, showing analytically that practical thresholds preserve overall load-balance fairness while reducing short-flow exposure to temporarily slower paths.
Jichun Wu, Ran Shu, A. Moore et al.· Asia-Pacific Workshop on Net...· 0 citations
This work introduces CSIG, a protocol that delivers precise, multi-bit bottleneck congestion signals via a fixed-length Ethernet header, and proposes Fast Ramp-Up, a congestion control primitive that leverages these bottleneck signals to reduce median RPC latency by 20% and unclaimed bandwidth by 60% in production.
Abhiram Ravi, Nandita Dukkipati, Weiwu Pang et al.· Conference on Applications,...· 0 citations
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