CHROME: Concurrency-aware holistic cache management framework with online reinforcement learning

X Lu, H Najafi, J Liu, XH Sun - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Cache management is a critical aspect of computer architecture, encompassing techniques
such as cache replacement, bypassing, and prefetching. Existing research has often …

ACES: Accelerating Sparse Matrix Multiplication with Adaptive Execution Flow and Concurrency-Aware Cache Optimizations

X Lu, B Long, X Chen, Y Han, XH Sun - Proceedings of the 29th ACM …, 2024 - dl.acm.org
Sparse matrix-matrix multiplication (SpMM) is a critical computational kernel in numerous
scientific and machine learning applications. SpMM involves massive irregular memory …

Designing of a Decentralized Cluster Data Warehouse using Amdahl's and Gustafson's Law

R Raman, R Meenakshi, M Kaul… - … Conference on I …, 2023 - ieeexplore.ieee.org
Decentralized cluster data warehouses are popular owing to their scalability and availability.
Performance and resource consumption must be considered while creating such systems …

Relating Reported Speedup to Maximum Attainable Speedup in HPC Applications Based on a Programmer's Expertise

SSR Shuvo - 2023 - platform.almanhal.com
High-performance computing (HPC) is a field of computing that utilizes enhanced hardware
capabilities to accelerate and improve the accuracy of complex computing. The successful …