Challenges and Opportunities to Enable Large-Scale Computing via Heterogeneous Chiplets
Fuente:
arXiv
Saved in:
| Main Authors: | Yang, Zhuoping, Ji, Shixin, Chen, Xingzhen, Zhuang, Jinming, Zhang, Weifeng, Jani, Dharmesh, Zhou, Peipei |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
PHAROS: Pipelined Heterogeneous Accelerators for Real-time Safety-critical Systems With Deadline Compliance
by: Ji, Shixin, et al.
Published: (2026)
by: Ji, Shixin, et al.
Published: (2026)
FILCO: Flexible Composing Architecture with Real-Time Reconfigurability for DNN Acceleration
by: Chen, Xingzhen, et al.
Published: (2026)
by: Chen, Xingzhen, et al.
Published: (2026)
DORA: Dataflow-Instruction Orchestration Architecture for DNN Acceleration
by: Chen, Xingzhen, et al.
Published: (2026)
by: Chen, Xingzhen, et al.
Published: (2026)
To Overlay or to Customize? Revisiting Architectural Choices in Heterogeneous Systems
by: Chen, Xingzhen, et al.
Published: (2026)
by: Chen, Xingzhen, et al.
Published: (2026)
SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration
by: Zhuang, Jinming, et al.
Published: (2024)
by: Zhuang, Jinming, et al.
Published: (2024)
Tiny Chiplets Enabled by Packaging Scaling: Opportunities in ESD Protection and Signal Integrity
by: Haque, Emad, et al.
Published: (2025)
by: Haque, Emad, et al.
Published: (2025)
The Survey of Chiplet-based Integrated Architecture: An EDA perspective
by: Chen, Shixin, et al.
Published: (2024)
by: Chen, Shixin, et al.
Published: (2024)
Hemlet: A Heterogeneous Compute-in-Memory Chiplet Architecture for Vision Transformers with Group-Level Parallelism
by: Wang, Cong, et al.
Published: (2025)
by: Wang, Cong, et al.
Published: (2025)
Designing Reconfigurable Interconnection Network of Heterogeneous Chiplets Using Kalman Filter
by: Biglari, Siamak, et al.
Published: (2024)
by: Biglari, Siamak, et al.
Published: (2024)
Hecaton: Training Large Language Models with Scalable Chiplet Systems
by: Huang, Zongle, et al.
Published: (2024)
by: Huang, Zongle, et al.
Published: (2024)
Chiplets on Wheels: Review Paper on Holistic Chiplet Solutions for Autonomous Vehicles
by: Narashiman, Swathi, et al.
Published: (2024)
by: Narashiman, Swathi, et al.
Published: (2024)
RapidChiplet: A Toolchain for Rapid Design Space Exploration of Chiplet Architectures
by: Iff, Patrick, et al.
Published: (2023)
by: Iff, Patrick, et al.
Published: (2023)
Chiplet Actuary: A Quantitative Cost Model and Multi-Chiplet Architecture Exploration
by: Feng, Yinxiao, et al.
Published: (2022)
by: Feng, Yinxiao, et al.
Published: (2022)
Chiplet-Gym: Optimizing Chiplet-based AI Accelerator Design with Reinforcement Learning
by: Mishty, Kaniz, et al.
Published: (2024)
by: Mishty, Kaniz, et al.
Published: (2024)
Mozart: Modularized and Efficient MoE Training on 3.5D Wafer-Scale Chiplet Architectures
by: Luo, Shuqing, et al.
Published: (2026)
by: Luo, Shuqing, et al.
Published: (2026)
PICNIC: Silicon Photonic Interconnected Chiplets with Computational Network and In-memory Computing for LLM Inference Acceleration
by: Chong, Yue Jiet, et al.
Published: (2025)
by: Chong, Yue Jiet, et al.
Published: (2025)
THERMOS: Thermally-Aware Multi-Objective Scheduling of AI Workloads on Heterogeneous Multi-Chiplet PIM Architectures
by: Kanani, Alish, et al.
Published: (2025)
by: Kanani, Alish, et al.
Published: (2025)
FoldedHexaTorus: An Inter-Chiplet Interconnect Topology for Chiplet-based Systems using Organic and Glass Substrates
by: Iff, Patrick, et al.
Published: (2025)
by: Iff, Patrick, et al.
Published: (2025)
Chiplet Cloud: Building AI Supercomputers for Serving Large Generative Language Models
by: Peng, Huwan, et al.
Published: (2023)
by: Peng, Huwan, et al.
Published: (2023)
Link Quality Aware Pathfinding for Chiplet Interconnects
by: Yen, Aaron, et al.
Published: (2026)
by: Yen, Aaron, et al.
Published: (2026)
CHIME: Chiplet-based Heterogeneous Near-Memory Acceleration for Edge Multimodal LLM Inference
by: Chen, Yanru, et al.
Published: (2025)
by: Chen, Yanru, et al.
Published: (2025)
PlaceIT: Placement-based Inter-Chiplet Interconnect Topologies
by: Iff, Patrick, et al.
Published: (2025)
by: Iff, Patrick, et al.
Published: (2025)
ChipletQuake: On-die Digital Impedance Sensing for Chiplet and Interposer Verification
by: Monfared, Saleh Khalaj, et al.
Published: (2025)
by: Monfared, Saleh Khalaj, et al.
Published: (2025)
Toward Open-Source Chiplets for HPC and AI: Occamy and Beyond
by: Scheffler, Paul, et al.
Published: (2025)
by: Scheffler, Paul, et al.
Published: (2025)
Monad: Towards Cost-effective Specialization for Chiplet-based Spatial Accelerators
by: Hao, Xiaochen, et al.
Published: (2023)
by: Hao, Xiaochen, et al.
Published: (2023)
Educating for Hardware Specialization in the Chiplet Era: A Path for the HPC Community
by: Yoshii, Kazutomo, et al.
Published: (2024)
by: Yoshii, Kazutomo, et al.
Published: (2024)
Lifecycle Cost-Effectiveness Modeling for Redundancy-Enhanced Multi-Chiplet Architectures
by: Liu, Zizhen, et al.
Published: (2026)
by: Liu, Zizhen, et al.
Published: (2026)
ChipletPart: Cost-Aware Partitioning for 2.5D Systems
by: Graening, Alexander, et al.
Published: (2025)
by: Graening, Alexander, et al.
Published: (2025)
Mozart: A Chiplet Ecosystem-Accelerator Codesign Framework for Composable Bespoke Application Specific Integrated Circuits
by: Jin, Haoran, et al.
Published: (2025)
by: Jin, Haoran, et al.
Published: (2025)
Ouroboros: Wafer-Scale SRAM CIM with Token-Grained Pipelining for Large Language Model Inference
by: Liu, Yiqi, et al.
Published: (2026)
by: Liu, Yiqi, et al.
Published: (2026)
ECO-CHIP: Estimation of Carbon Footprint of Chiplet-based Architectures for Sustainable VLSI
by: Sudarshan, Chetan Choppali, et al.
Published: (2023)
by: Sudarshan, Chetan Choppali, et al.
Published: (2023)
LEXI: Lossless Exponent Coding for Efficient Inter-Chiplet Communication in Hybrid LLMs
by: Sun, Miao, et al.
Published: (2026)
by: Sun, Miao, et al.
Published: (2026)
CHIPSIM: A Co-Simulation Framework for Deep Learning on Chiplet-Based Systems
by: Pfromm, Lukas, et al.
Published: (2025)
by: Pfromm, Lukas, et al.
Published: (2025)
Cambricon-LLM: A Chiplet-Based Hybrid Architecture for On-Device Inference of 70B LLM
by: Yu, Zhongkai, et al.
Published: (2024)
by: Yu, Zhongkai, et al.
Published: (2024)
ChipLight: Cross-Layer Optimization of Chiplet Design with Optical Interconnects for LLM Training
by: Bai, Kangbo, et al.
Published: (2026)
by: Bai, Kangbo, et al.
Published: (2026)
Mapping Space Exploration for Multi-Chiplet Accelerators Targeting LLM Inference Serving Workloads
by: Li, Boyu, et al.
Published: (2025)
by: Li, Boyu, et al.
Published: (2025)
Multi-Objective Hardware-Mapping Co-Optimisation for Multi-DNN Workloads on Chiplet-based Accelerators
by: Das, Abhijit, et al.
Published: (2022)
by: Das, Abhijit, et al.
Published: (2022)
DS2SC-Agent: A Multi-Agent Automated Pipeline for Rapid Chiplet Model Generation
by: Wu, Yiwei, et al.
Published: (2026)
by: Wu, Yiwei, et al.
Published: (2026)
MFIT: Multi-Fidelity Thermal Modeling for 2.5D and 3D Multi-Chiplet Architectures
by: Pfromm, Lukas, et al.
Published: (2024)
by: Pfromm, Lukas, et al.
Published: (2024)
Designing High-Performance and Thermally Feasible Multi-Chiplet Architectures enabled by Non-bendable Glass Interposer
by: Sharma, Harsh, et al.
Published: (2025)
by: Sharma, Harsh, et al.
Published: (2025)
Similar Items
-
PHAROS: Pipelined Heterogeneous Accelerators for Real-time Safety-critical Systems With Deadline Compliance
by: Ji, Shixin, et al.
Published: (2026) -
FILCO: Flexible Composing Architecture with Real-Time Reconfigurability for DNN Acceleration
by: Chen, Xingzhen, et al.
Published: (2026) -
DORA: Dataflow-Instruction Orchestration Architecture for DNN Acceleration
by: Chen, Xingzhen, et al.
Published: (2026) -
To Overlay or to Customize? Revisiting Architectural Choices in Heterogeneous Systems
by: Chen, Xingzhen, et al.
Published: (2026) -
SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration
by: Zhuang, Jinming, et al.
Published: (2024)