Large-scale applications typically spend a large fraction of their execution time performing I/O to a parallel storage system. However, with rapid progress in compute and storage …
Large-scale high-performance computing (HPC) applications running on supercomputers produce large amounts of data routinely and store it in files on multi-PB shared parallel …
Q Yue, X Xu, Y Wang, Y Tao… - 2024 IEEE 40th …, 2024 - ieeexplore.ieee.org
Given a vector dataset X, a query vector ⃗x_q, graph-based Approximate Nearest Neighbor Search (ANNS) aims to build a proximity graph (PG) as an index of X and approximately …
Z Lin, B Gu, X Zhang, D Yi, Y Han - 2022 IEEE Wireless …, 2022 - ieeexplore.ieee.org
Multi-access edge computing (MEC) and ultra-dense networking (UDN) are recognized as two promising paradigms for future mobile networks that can be utilized to improve the …
The ability to create value from large-scale data is now an essential part of research and driving technological development everywhere from everyday technology to life-saving …
Quantum Human-Computer Interaction (QHCI) holds promise as a transformative approach in enhancing cybersecurity for smart grids, particularly through advanced web services. The …