30 citations · 83 across the 9 of their papers we have counts for
14 papers
Dynamic Heuristic Neuromorphic Solver for the Edge User Allocation Problem with Bayesian Confidence Propagation Neural Network
Kecheng Zhang, Anders Lansner, Ahsan Javed Awan +2
We propose a neuromorphic solver for the NP-hard Edge User Allocation problem using an attractor network with Winner-Takes-All (WTA) mechanism implemented with the Bayesian Confide…
Quantum-Inspired Optimization through Qudit-Based Imaginary Time Evolution
Erik M. Åsgrim, Ahsan Javed Awan
Imaginary-time evolution has been shown to be a promising framework for tackling combinatorial optimization problems on quantum hardware. In this work, we propose a classical quant…
Towards Hardware Support for FPGA Resource Elasticity
Ahsan Javed Awan, Fidan Aliyeva
FPGAs are increasingly being deployed in the cloud to accelerate diverse applications. They are to be shared among multiple tenants to improve the total cost of ownership. Partial…
NMPO: Near-Memory Computing Profiling and Offloading
Stefano Corda, Madhurya Kumaraswamy, Ahsan Javed Awan +3
Real-world applications are now processing big-data sets, often bottlenecked by the data movement between the compute units and the main memory. Near-memory computing (NMC), a mode…
Near Memory Acceleration on High Resolution Radio Astronomy Imaging
Stefano Corda, Bram Veenboer, Ahsan Javed Awan +3
Modern radio telescopes like the Square Kilometer Array (SKA) will need to process in real-time exabytes of radio-astronomical signals to construct a high-resolution map of the sky…
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…