RailX: A Flexible, Scalable, and Low-Cost Network Architecture for Hyper-Scale LLM Training Systems
Fuente:
arXiv
Saved in:
| Main Authors: | Feng, Yinxiao, Chen, Tiancheng, Wei, Yuchen, Shen, Siyuan, Wang, Shiju, Li, Wei, Ma, Kaisheng, Hoefler, Torsten |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CRAFT: Latency and Cost-Aware Genetic-Based Framework for Node Placement in Edge-Fog Environments
by: Mahdizadeh, Soheil, et al.
Published: (2025)
by: Mahdizadeh, Soheil, et al.
Published: (2025)
Analysing Mechanisms for Virtual Channel Management in Low-Diameter networks
by: Cano, Alejandro, et al.
Published: (2023)
by: Cano, Alejandro, et al.
Published: (2023)
Ultra Ethernet's Design Principles and Architectural Innovations
by: Hoefler, Torsten, et al.
Published: (2025)
by: Hoefler, Torsten, et al.
Published: (2025)
SCENIC: Stream Computation-Enhanced SmartNIC
by: Ramhorst, Benjamin, et al.
Published: (2026)
by: Ramhorst, Benjamin, et al.
Published: (2026)
MOFCO: Mobility- and Migration-Aware Task Offloading in Three-Layer Fog Computing Environments
by: Mahdizadeh, Soheil, et al.
Published: (2025)
by: Mahdizadeh, Soheil, et al.
Published: (2025)
LACIN: Linearly Arranged Complete Interconnection Networks
by: Beivide, Ramón, et al.
Published: (2026)
by: Beivide, Ramón, et al.
Published: (2026)
cMPI: Using CXL Memory Sharing for MPI One-Sided and Two-Sided Inter-Node Communications
by: Wang, Xi, et al.
Published: (2025)
by: Wang, Xi, et al.
Published: (2025)
Hazel: Secure and Efficient Disaggregated Storage
by: Chrapek, Marcin, et al.
Published: (2025)
by: Chrapek, Marcin, et al.
Published: (2025)
Design in Tiles: Automating GEMM Deployment on Tile-Based Many-PE Accelerators
by: Shen, Aofeng, et al.
Published: (2025)
by: Shen, Aofeng, et al.
Published: (2025)
FlexStep: Enabling Flexible Error Detection in Multi/Many-core Real-time Systems
by: Wang, Tinglue, et al.
Published: (2025)
by: Wang, Tinglue, et al.
Published: (2025)
On-Package Memory with Universal Chiplet Interconnect Express (UCIe): A Low Power, High Bandwidth, Low Latency and Low Cost Approach
by: Sharma, Debendra Das, et al.
Published: (2025)
by: Sharma, Debendra Das, et al.
Published: (2025)
XDMA: A Distributed, Extensible DMA Architecture for Layout-Flexible Data Movements in Heterogeneous Multi-Accelerator SoCs
by: Kong, Fanchen, et al.
Published: (2025)
by: Kong, Fanchen, et al.
Published: (2025)
A VM-HDL Co-Simulation Framework for Systems with PCIe-Connected FPGAs
by: Cho, Shenghsun, et al.
Published: (2025)
by: Cho, Shenghsun, et al.
Published: (2025)
FpgaHub: Fpga-centric Hyper-heterogeneous Computing Platform for Big Data Analytics
by: Wang, Zeke, et al.
Published: (2025)
by: Wang, Zeke, et al.
Published: (2025)
General-Purpose Multicore Architectures
by: Ghose, Saugata
Published: (2024)
by: Ghose, Saugata
Published: (2024)
Dynamic Simultaneous Multithreaded Architecture
by: Ortiz-Arroyo, Daniel, et al.
Published: (2024)
by: Ortiz-Arroyo, Daniel, et al.
Published: (2024)
PIUMA: Programmable Integrated Unified Memory Architecture
by: Aananthakrishnan, Sriram, et al.
Published: (2020)
by: Aananthakrishnan, Sriram, et al.
Published: (2020)
Torrent: A Distributed DMA for Efficient and Flexible Point-to-Multipoint Data Movement
by: Deng, Yunhao, et al.
Published: (2025)
by: Deng, Yunhao, et al.
Published: (2025)
TAPA-CS: Enabling Scalable Accelerator Design on Distributed HBM-FPGAs
by: Prakriya, Neha, et al.
Published: (2023)
by: Prakriya, Neha, et al.
Published: (2023)
SpArch: Efficient Architecture for Sparse Matrix Multiplication
by: Zhang, Zhekai, et al.
Published: (2020)
by: Zhang, Zhekai, et al.
Published: (2020)
Efficient Architecture for RISC-V Vector Memory Access
by: Guan, Hongyi, et al.
Published: (2025)
by: Guan, Hongyi, et al.
Published: (2025)
BlockAMC: Scalable In-Memory Analog Matrix Computing for Solving Linear Systems
by: Pan, Lunshuai, et al.
Published: (2024)
by: Pan, Lunshuai, et al.
Published: (2024)
Navigating the Landscape of Distributed File Systems: Architectures, Implementations, and Considerations
by: Pan, Xueting, et al.
Published: (2024)
by: Pan, Xueting, et al.
Published: (2024)
PID-Comm: A Fast and Flexible Collective Communication Framework for Commodity Processing-in-DIMM Devices
by: Noh, Si Ung, et al.
Published: (2024)
by: Noh, Si Ung, et al.
Published: (2024)
DiP: A Scalable, Energy-Efficient Systolic Array for Matrix Multiplication Acceleration
by: Abdelmaksoud, Ahmed J., et al.
Published: (2024)
by: Abdelmaksoud, Ahmed J., et al.
Published: (2024)
DCRA: A Distributed Chiplet-based Reconfigurable Architecture for Irregular Applications
by: Orenes-Vera, Marcelo, et al.
Published: (2023)
by: Orenes-Vera, Marcelo, et al.
Published: (2023)
iHAC: A Hybrid Cluster Architecture for Enhanced Performance and Resilience
by: Muntaka, Siddique Abubakr, et al.
Published: (2026)
by: Muntaka, Siddique Abubakr, et al.
Published: (2026)
A Heterogeneous Chiplet Architecture for Accelerating End-to-End Transformer Models
by: Sharma, Harsh, et al.
Published: (2023)
by: Sharma, Harsh, et al.
Published: (2023)
Microbenchmark-Driven Analytical Performance Modeling Across Modern GPU Architectures
by: Jarmusch, Aaron, et al.
Published: (2026)
by: Jarmusch, Aaron, et al.
Published: (2026)
New Tools, Programming Models, and System Support for Processing-in-Memory Architectures
by: Oliveira, Geraldo F.
Published: (2025)
by: Oliveira, Geraldo F.
Published: (2025)
FlexVector: A SpMM Vector Processor with Flexible VRF for GCNs on Varying-Sparsity Graphs
by: Li, Bohan, et al.
Published: (2026)
by: Li, Bohan, et al.
Published: (2026)
How Fast Can Graph Computations Go on Fine-grained Parallel Architectures
by: Wang, Yuqing, et al.
Published: (2025)
by: Wang, Yuqing, et al.
Published: (2025)
DeepStack: Scalable and Accurate Design Space Exploration for Distributed 3D-Stacked AI Accelerators
by: Mo, Zhiwen, et al.
Published: (2026)
by: Mo, Zhiwen, et al.
Published: (2026)
Proteus: Enabling High-Performance Processing-Using-DRAM with Dynamic Bit-Precision, Adaptive Data Representation, and Flexible Arithmetic
by: Oliveira, Geraldo F., et al.
Published: (2025)
by: Oliveira, Geraldo F., et al.
Published: (2025)
Exploring the Efficiency of 3D-Stacked AI Chip Architecture for LLM Inference with Voxel
by: Liu, Yiqi, et al.
Published: (2026)
by: Liu, Yiqi, et al.
Published: (2026)
MANOJAVAM: A Scalable, Unified FPGA Accelerator for Matrix Multiplication and Singular Value Decomposition in Principal Component Analysis
by: Ramasubramanian, Srivaths, et al.
Published: (2026)
by: Ramasubramanian, Srivaths, et al.
Published: (2026)
Accelerator-as-a-Service in Public Clouds: An Intra-Host Traffic Management View for Performance Isolation in the Wild
by: Zhao, Jiechen, et al.
Published: (2024)
by: Zhao, Jiechen, et al.
Published: (2024)
MegIS: High-Performance, Energy-Efficient, and Low-Cost Metagenomic Analysis with In-Storage Processing
by: Ghiasi, Nika Mansouri, et al.
Published: (2024)
by: Ghiasi, Nika Mansouri, et al.
Published: (2024)
HgPCN: A Heterogeneous Architecture for E2E Embedded Point Cloud Inference
by: Gao, Yiming, et al.
Published: (2025)
by: Gao, Yiming, et al.
Published: (2025)
A Survey of Real-time Scheduling on Accelerator-based Heterogeneous Architecture for Time Critical Applications
by: Zou, An, et al.
Published: (2025)
by: Zou, An, et al.
Published: (2025)
Similar Items
-
CRAFT: Latency and Cost-Aware Genetic-Based Framework for Node Placement in Edge-Fog Environments
by: Mahdizadeh, Soheil, et al.
Published: (2025) -
Analysing Mechanisms for Virtual Channel Management in Low-Diameter networks
by: Cano, Alejandro, et al.
Published: (2023) -
Ultra Ethernet's Design Principles and Architectural Innovations
by: Hoefler, Torsten, et al.
Published: (2025) -
SCENIC: Stream Computation-Enhanced SmartNIC
by: Ramhorst, Benjamin, et al.
Published: (2026) -
MOFCO: Mobility- and Migration-Aware Task Offloading in Three-Layer Fog Computing Environments
by: Mahdizadeh, Soheil, et al.
Published: (2025)