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20 results for “Understanding of datacenter networks and congestion management”

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cs.NIEmpiricalRecentJul 28, 2026

Round Trip Time: A Benign Signal or an Indirect Window into Datacenter Workloads?

Sourya Saha, Md Nurul Absur, Saptarshi Debroy

This paper investigates a network side-channel vulnerability in multi-tenant datacenter fabrics caused by shared congestion behavior, achieving up to 97.3% run-level accuracy in workload inference.

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cs.NIcs.DCEmpiricalRecentJul 28, 2026

ProFlow: RL-Driven and Performance-Aware Proactive Flow Placement in Datacenter Networks

Sourya Saha, Md Nurul Absur, Saptarshi Debroy

Proposed ProFlow, a proactive flow-placement framework using distributed telemetry signals and offline-trained RL for identifying precursor congestion conditions and rerouting protected flows in multi…

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cs.NIEmpiricalRecentJul 24, 2026

CAPS: Fine-Tuning CCA Timing

Raphael Zailer, Isaac Keslassy

This paper proposes CAPS, a scheduling layer for data centers that separates rate computation and packet scheduling, reducing queue occupancy by up to 10x without throughput loss.

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cs.NIEmpiricalRecentJul 24, 2026

Fewer Paths, Better Performance: Understanding the ZCube Topology through Braess's Paradox

Li Chen

The ZCube topology, which eliminates path multiplicity and reduces switching hardware, delivers better performance for large model training and inference than traditional multipath datacenter networks…

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cs.NIEmpiricalRecentJun 26, 2026

Host-Driven Flowlet Balancing with Segment Routing over IPv6

Ryo Nakamura, Hiroki Kano, Tomoko Okuzawa

This paper proposes a host-driven method for flowlet balancing using Segment Routing over IPv6 (SRv6), reducing tail latency by 15% and 33% compared to random flowlet balancing and ECMP, respectively.

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cs.NIEmpiricalRecentJul 8, 2026

Unveiling TCP BBR Dominance in Starlink Internet: Experimental Insights and Analysis

Rakshitha De Silva, Shiva Raj Pokhrel, Jonathan Kua

This paper compares Google's BBR-v3 Congestion Control Algorithm to eight others over SpaceX's Starlink network, demonstrating its fairness and throughput maximization in high-latency, variable satell…

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cs.DCEmpiricalRecentJun 29, 2026

Spandana: Reconciling Strict SLOs with Low Cost under Fine-Grained Load Fluctuations

Dilina Dehigama, Shyam Jesalpura, Zeyu Xu, Marton Nemeth +3 more

The paper introduces Spandana, an architecture that decouples SLO enforcement from cost optimization in cloud-based online services, achieving high utilization, strict SLO adherence, and cost savings.

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cs.OScs.ARcs.NIEmpiricalRecentJul 17, 2026

Rethinking Polling Efficiency in Service Core Network Stacks

Matheus Stolet, Simon Peter, Antoine Kaufmann

This paper argues that idle cores on contemporary multicore processors can return compute capacity and proposes a budget-centric view of service core systems.

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cs.LGcs.DCEmpiricalRecentJul 24, 2026

SLA-Constrained Carbon-Aware Routing in Geo-Distributed Serverless Clouds

Anmol Chaudhary, Rahul Mishra

This paper proposes a carbon-aware routing policy for geo-distributed cloud deployments, achieving up to 46.8% carbon reduction while maintaining zero SLA violations.

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cs.DCcs.AIcs.OSEmpiricalRecentJul 2, 2026

Fine-Grained Computation Offload for Off-the-Shelf Servers in Tens of Lines

Bojie Li

The paper proposes a method to improve the performance of fine-grained offloads on servers by overlapping the offload with other requests using server-side routing.

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cs.CRRecentMar 27, 2026

SPARK: Secure Predictive Autoscaling for Robust Kubernetes

Zhijun Jiang, Amin Milani Fard

SPARK introduces a predictive, traffic-aware autoscaling toolchain for Kubernetes that uses eBPF to enhance security and significantly reduce timeout errors during sudden traffic spikes.

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cs.PFcs.AREmpiricalRecentJul 16, 2026

Campaign Diagrams: Visualizing the March Through the Phases of a Workload

Toluwanimi O. Odemuyiwa, John D. Owens, Michael Pellauer, Joel S. Emer

This paper introduces campaign diagrams, a visualization technique for analyzing resource utilization and identifying bottlenecks in modern workloads.

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cs.DCcs.OScs.PFEmpiricalRecentJul 18, 2026

Hardware-Transparent I/O Governance in Disaggregated Heterogeneous Storage

Rajarshi Chowdhury, Akshay Shah, Sue K. Lee

The I/O Resource Manager (IORM) is presented as a multi-stage distributed scheduler to maintain consistent performance and enforce global I/O limits in shared-nothing disaggregated storage clusters.

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cs.LGcs.NIEmpiricalRecentJun 28, 2026

Deciphering Region-Level Signatures from Latency Measurements in LEO Satellite Internet

Xiang Shi, Yifei Zhang, Peng Hu

This paper proposes a hierarchical analytical framework to characterize region-level latency differences in Low-Earth orbit satellite Internet using Starlink RTT measurements.

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cs.CRcs.NIRecentMay 29, 2026

Thou Shall Not Pass: Gatekeeping Outbound TLS Connections

Henrique B. Brum, Matteo Franzil, Riccardo Germenia, Salvatore Manfredi +2 more

The paper analyzes persistent TLS misconfigurations and introduces TLSGatekeeper, a high-performance, network-based tool that enforces security policies by monitoring TLS handshakes without requiring…

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cs.NIcs.CRRecentMar 21, 2026

immUNITY: Detecting and Mitigating Low Volume & Slow Attacks with Programmable Switches and SmartNICs

Cuidi Wei, Shaoyu Tu, Daiki Hata, Toru Hasegawa +4 more

immUNITY is a system that enhances network security by combining programmable switches and SmartNICs to efficiently detect and mitigate low-volume and slow network attacks.

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cs.NIEmpiricalRecentJun 26, 2026

V-TSN: A Software-Defined TSN Overlay for General-Purpose Networks

Mohammadparsa Karimi, Majid Nabi, Ahmed Khalaf, Andrew Nelson +2 more

This paper introduces Virtual Time-Sensitive Networking (V-TSN), a software-defined overlay for gPTP-based synchronization and TSN traffic shaping over general-purpose networks without specialized har…

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cs.NIcs.DCcs.LGEmpiricalRecentJul 28, 2026

Incast-Free MoE Rate-Based Scheduling

Evyatar Cohen, Jose Yallouz, Alexander Shpiner, Mark Silberstein +2 more

This paper proposes a proactive fair scheduling framework to prevent fabric oversubscription and eliminate incast in Mixture of Experts (MoE) architectures, demonstrating consistent link utilization a…

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q-fin.TRcs.CRRecentMay 31, 2026

Strategic Users in a Priority Queue with Bulk Service on Blockchains

Donghwa Seo, Kyoung-Kuk Kim

This paper models transaction fee dynamics on blockchains by treating the transaction queue as a priority queue, providing analytical insights into how user delay costs influence fees.

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