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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Xueqi Li

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Book Open access 2027

SparseX-PIM: Sparse Linear Algebra on Processing-in-Memory

Sparse linear algebra is a fundamental workload in scientific computing and machine learning, but its performance is severely constrained by memory bandwidth. Processing-in-memory (PIM) has shown great potential for sparse linear algebra, yet its efficiency is heavily bottlenecked by irregular computation and memory ac...

Rui Liu, Xiao-Yu Zhang, Bo-Wen Liu et al. · 0 citations
Preprint Jul 2026

FlashAccel: Leveraging High-Bandwidth Flash (HBF) for High-Throughput LLM Inference

FlashAccel integrates HBF into HBM-based GPUs, providing architectural support to mitigate access latency and introduces an HBF-aware storage management layer together with a programming model to organize persistent data in HBF and coordinate heterogeneous memory resources at the system level.

Xinyu Wang, Yalong Xue, Xiaotian Sun et al. · 1 citation

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