mlsanityData to 7 Oct 2026

Expanding across time to deliver bandwidth efficiency and low latency

arXiv 1903.12307 ↗First posted 29 Mar 2019cs.NIcited by 7

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Abstract (arXiv)

Datacenters need networks that support both low-latency and high-bandwidth packet delivery to meet the stringent requirements of modern applications. We present Opera, a dynamic network that delivers latency-sensitive traffic quickly by relying on multi-hop forwarding in the same way as expander-graph-based approaches, but provides near-optimal bandwidth for bulk flows through direct forwarding over time-varying source-to-destination circuits. The key to Opera's design is the rapid and deterministic reconfiguration of the network, piece-by-piece, such that at any moment in time the network implements an expander graph, yet, integrated across time, the network provides bandwidth-efficient single-hop paths between all racks. We show that Opera supports low-latency traffic with flow completion times comparable to cost-equivalent static topologies, while delivering up to 4x the bandwidth for all-to-all traffic and supporting 60% higher load for published datacenter workloads.

Key facts. Cited by 7 papers in the map (data through 7 Oct 2026). First posted on arXiv 29 Mar 2019.

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Citing papers per year: 2022: 1; 2023: 1; 2024: 0; 2025: 4; 2026: 1.

7 papers.