26 citations · 46 across the 6 of their papers we have counts for
5 papers · 1 filter
K-Means Clustering on Noisy Intermediate Scale Quantum Computers
Sumsam Ullah Khan, Ahsan Javed Awan, Gemma Vall-Llosera
Real-time clustering of big performance data generated by the telecommunication networks requires domain-specific high performance compute infrastructure to detect anomalies. In th…
Support Vector Machines on Noisy Intermediate Scale Quantum Computers
Jiaying Yang, Ahsan Javed Awan, Gemma Vall-Llosera
Support vector machine algorithms are considered essential for the implementation of automation in a radio access network. Specifically, they are critical in the prediction of the…
Near-Memory Computing: Past, Present, and Future
Gagandeep Singh, Lorenzo Chelini, Stefano Corda +5
The conventional approach of moving data to the CPU for computation has become a significant performance bottleneck for emerging scale-out data-intensive applications due to their…
Platform Independent Software Analysis for Near Memory Computing
Stefano Corda, Gagandeep Singh, Ahsan Javed Awan +2
Near-memory Computing (NMC) promises improved performance for the applications that can exploit the features of emerging memory technologies such as 3D-stacked memory. However, it…
Memory and Parallelism Analysis Using a Platform-Independent Approach
Stefano Corda, Gagandeep Singh, Ahsan Javed Awan +2
Emerging computing architectures such as near-memory computing (NMC) promise improved performance for applications by reducing the data movement between CPU and memory. However, de…