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20 results for “production-scale WAN”

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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.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.LGcs.AIcs.DCEmpiricalRecentJul 16, 2026

An Auto-Scaling Approach for Serverless Environments Based on a Multi-Expert Consensus Mechanism

Mobina Kashaniyan, Mehrdad Ashtiani, Amirhossein Ghassemi

This paper proposes a dependency-aware autoscaling framework for serverless computing, integrating graph-based bottleneck identification, short-term workload forecasting, multi-model consensus, and co…

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cs.NIEmpiricalRecentJun 30, 2026

Configured Grant Scheduling for the Support of TSN Traffic in 5G and Beyond Industrial Networks

M. Carmen Lucas-Estañ, Ana Larrañaga, Javier Gozalvez, Imanol Martínez

This paper proposes a scheme to coordinate 5G and TSN schedulers for supporting deterministic communications with bounded latencies in industrial applications.

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cs.NIcs.AIeess.SPEmpiricalRecentJul 7, 2026

Agentic AI for IPoDWDM Network Lifecycle Automation: An MCP-Enabled Architecture

Chunmin Xia, Jakub Harbaczewski, Nikhil Dsilva, Julie Raulin +2 more

This paper proposes a distributed architecture for automating and controlling multi-vendor, multi-layer IP over DWDM networks using SDN, enabling end-to-end service lifecycle automation and closed-loo…

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cs.NITheoreticalRecentJun 30, 2026

Latency-Sensitive 5G RAN Slicing for Deterministic Aperiodic Traffic in Smart Manufacturing

M. Carmen Lucas-Estañ, Jan García-Morales, Javier Gozalvez

This paper proposes a new approach for designing Radio Access Network (RAN) slices in 5G and beyond networks using descriptors that consider both transmission rate and latency requirements to support…

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cs.NIcs.DCEmpiricalRecentJun 12, 2026

Selective Field Transmission: Bandwidth Efficient Communication under Standardized Message Schemas

David Philipp Klüner, David Murach, Stefan Kowalewski, Alexandru Kampmann

This paper introduces Selective Field Transmission (SFT), a mechanism that dynamically adapts transmitted message components to each receiver's needs in publish-subscribe systems, achieving significan…

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cs.DCcs.OSEmpiricalRecentJul 7, 2026

Seekable OCI: Lazy-Loading Container Images via Range-Request Indexing

James Thompson, Wayne Mesard, Jesse Butler, Sri Saran Balaji Rajakumar +1 more

SOCI (Seekable OCI) is a lazy-loading architecture that reduces container image pulling time in Kubernetes environments by building an index over standard OCI images and serving file accesses via HTTP…

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cs.DCcs.AIcs.NIEmpiricalRecentJul 17, 2026

Scalable LLM Agent Tool Access in the Cloud

Mingxin Li, Enge Song, Yueshang Zuo, Xiaodong Liu +26 more

A cloud-scale gateway system for MCP services is presented, which breaks the direct-connect model and offloads legacy service integration, consolidates incompatible MCP variants, and reduces tool sele…

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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.AIcs.ARcs.NIRecentMay 27, 2026

OpenURMA: A Clean-Room Open Implementation of the Unified Bus Protocol

Bojie Li

OpenURMA provides the first open, clean-room implementation of Huawei's Unified Bus (UB) protocol, demonstrating a significant reduction in latency and increase in throughput for remote memory access…

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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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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.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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