Cover Image

Design and Operation of Shared Machine Learning Clusters on Campus

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xu, Kaiqiang, Sun, Decang, Wang, Hao, Ren, Zhenghang, Wan, Xinchen, Liao, Xudong, Wang, Zilong, Zhang, Junxue, Chen, Kai
Format:	Preprint
Published:	2021
Subjects:	Distributed, Parallel, and Cluster Computing Networking and Internet Architecture
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

YUHENG-OS: A Cloud-Native Space Cluster Operating System
by: Zhang, Jin, et al.
Published: (2026)

Multi-stage Flow Scheduling for LLM Serving
by: Sun, Yijun, et al.
Published: (2026)

Toward Co-adapting Machine Learning Job Shape and Cluster Topology
by: Chen, Shawn Shuoshuo, et al.
Published: (2025)

A Lightweight and Scalable Design of Segment Routing in Broadband LEO Constellations Using Landmark-Based Skeleton Graphs
by: Hu, Menglan, et al.
Published: (2024)

EdgeTimer: Adaptive Multi-Timescale Scheduling in Mobile Edge Computing with Deep Reinforcement Learning
by: Hao, Yijun, et al.
Published: (2024)

D-LoRa: a Distributed Parameter Adaptation Scheme for LoRa Network
by: Wang, Ruiqi, et al.
Published: (2025)

cMPI: Using CXL Memory Sharing for MPI One-Sided and Two-Sided Inter-Node Communications
by: Wang, Xi, et al.
Published: (2025)

Diving into 3D Parallelism with Heterogeneous Spot Instance GPUs: Design and Implications
by: Wang, Yuxiao, et al.
Published: (2025)

Accelerating the Operation of Complex Workflows through Standard Data Interfaces
by: Paul, Taylor, et al.
Published: (2024)

A Hodge-Based Framework for Service Operational Analysis in Serverless Platforms
by: Reali, Gianluca, et al.
Published: (2026)

ClusterSlice: A Zero-touch Deployment Platform for the Edge Cloud Continuum
by: Mamatas, Lefteris, et al.
Published: (2024)

LIDC: A Location Independent Multi-Cluster Computing Framework for Data Intensive Science
by: Timilsina, Sankalpa, et al.
Published: (2025)

A New Classification of Clustering-based for Different Problems in Different Wireless Ad-hoc Networks
by: Boualem, Adda, et al.
Published: (2024)

FlowTracer: A Tool for Uncovering Network Path Usage Imbalance in AI Training Clusters
by: Jamil, Hasibul, et al.
Published: (2024)

A Combined Environmental Monitoring Framework based on WSN Clustering and VANET Edge Computation Offloading
by: Mamalis, Basilis, et al.
Published: (2024)

From Skew to Symmetry: Node-Interconnect Multi-Path Balancing with Execution-time Planning for Modern GPU Clusters
by: Yao, Jinghan, et al.
Published: (2026)

A Uniqueness Theorem for Distributed Computation under Physical Constraint
by: Ren, Zhiyuan, et al.
Published: (2025)

Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration
by: Luo, Haoxiang, et al.
Published: (2025)

Policy Design in Zero-Trust Distributed Networks: Challenges and Solutions
by: Sandjaja, Fannya R., et al.
Published: (2025)

Uber's Failover Architecture: Reconciling Reliability and Efficiency in Hyperscale Microservice Infrastructure
by: Bansal, Mayank, et al.
Published: (2026)

Decentralized Network Topology Design for Task Offloading in Mobile Edge Computing
by: Ma, Ke, et al.
Published: (2024)

Recursive Offloading for LLM Serving in Multi-tier Networks
by: Wu, Zhiyuan, et al.
Published: (2025)

A Mathematical Theory of Hyper-simplex Fractal Network for Blockchain: Part I
by: Yang, Kaiwen, et al.
Published: (2024)

Real-Time In-Network Machine Learning on P4-Programmable FPGA SmartNICs with Fixed-Point Arithmetic and Taylor
by: Sada, Mohammad Firas, et al.
Published: (2025)

1.5 Million Messages Per Second on 3 Machines: Benchmarking and Latency Optimization of Apache Pulsar at Enterprise Scale
by: Mukkolakkal, Muhamed Ramees Cheriya
Published: (2026)

Contextual Chain: Single-State Ledger Design for Mobile/IoT Networks with Frequent Partitions
by: Kim, Song-Ju
Published: (2026)

Performance Analysis of Internet of Vehicles Mesh Networks Based on Actual Switch Models
by: Hu, Jialin, et al.
Published: (2024)

PSMOA: Policy Support Multi-Objective Optimization Algorithm for Decentralized Data Replication
by: Wang, Xi, et al.
Published: (2025)

A Task Decomposition and Planning Framework for Efficient LLM Inference in AI-Enabled WiFi-Offload Networks
by: Han, Mingqi, et al.
Published: (2026)

Towards Integrated Energy-Communication-Transportation Hub: A Base-Station-Centric Design in 5G and Beyond
by: Shen, Linfeng, et al.
Published: (2025)

Sensing and Storing Less: A MARL-based Solution for Energy Saving in Edge Internet of Things
by: Yuan, Zongyang, et al.
Published: (2025)

Study of Workload Interference with Intelligent Routing on Dragonfly
by: Kang, Yao, et al.
Published: (2024)

Q-adaptive: A Multi-Agent Reinforcement Learning Based Routing on Dragonfly Network
by: Kang, Yao, et al.
Published: (2024)

Fast Multichannel Topology Discovery in Cognitive Radio Networks
by: Wang, Yung-Li, et al.
Published: (2025)

Multi-Source Coflow Scheduling in Collaborative Edge Computing with Multihop Network
by: Sahni, Yuvraj, et al.
Published: (2024)

Priority based inter-twin communication in vehicular digital twin networks
by: Zia, Qasim, et al.
Published: (2024)

Varuna: Enabling Failure-Type Aware RDMA Failover
by: Wang, Xiaoyang, et al.
Published: (2026)

Bodyless Block Propagation: TPS Fully Scalable Blockchain with Pre-Validation
by: Zhao, Chonghe, et al.
Published: (2022)

BlockSDN: Towards a High-Performance Blockchain via Software-Defined Cross Networking optimization
by: Jia, Wenyang, et al.
Published: (2025)

Contention-Aware Microservice Deployment in Collaborative Mobile Edge Networks
by: Ge, Xinlei, et al.
Published: (2024)