A5103213494- Fluid Dynamics and Mixing
- Minerals Flotation and Separation Techniques
- Innovative Microfluidic and Catalytic Techniques Innovation
- Traffic control and management
- Neural Networks and Reservoir Computing
- Optimization and Search Problems
- Advanced Manufacturing and Logistics Optimization
- Modular Robots and Swarm Intelligence
- Simulation Techniques and Applications
- Heat Transfer and Boiling Studies
- Advanced Memory and Neural Computing
- Computer Graphics and Visualization Techniques
- Real-Time Systems Scheduling
- 3D Modeling in Geospatial Applications
- Evacuation and Crowd Dynamics
- Embedded Systems Design Techniques
- Data Management and Algorithms
- Cellular Automata and Applications
- Scheduling and Optimization Algorithms
Tsinghua University
2004-2024
State Key Laboratory of Chemical Engineering
2004-2005
Spatial architecture is a high-performance that uses control flow graphs and data as the computational model producer/consumer models execution models. However, existing spatial architectures suffer from handling challenges. Upon categorizing their PE models, we find they lack autonomous, peer-to-peer, temporally loosely-coupled capability. This leads to limited performance in intensive programs. A architecture, Marionette, proposed, with an explicit-designed plane. The Control Flow Plane...
Meeting growing demands for low latency and cost efficiency in production-grade large language model (LLM) serving systems requires integrating advanced optimization techniques. However, dynamic unpredictable input-output lengths of LLM, compounded by these optimizations, exacerbate the issues workload variability, making it difficult to maintain high on AI accelerators, especially DSAs with tile-based programming models. To address this challenge, we introduce XY-Serve, a versatile, Ascend...