Ashish Kumar Singh

Training with Multi-Layer Embeddings for Model Reduction

Modern recommendation systems rely on real-valued embeddings of categorical features. Increasing the dimension of embedding vectors improves model accuracy but comes at a high cost to model size....

Generation of Efficient Codes for Realizing Boolean Functions in Nanotechnologies

We address the challenge of implementing reliable computation of Boolean functions in future nanocircuit fabrics. Such fabrics are projected to have very high defect rates. We overcome this...

Telescopic Language Models

One deployed language model must often serve many compute budgets, yet serving each budget still means a separate training or compression run per point. We train a Telescopic Language Model (TLM)...

Optimized Non-contiguous MPI Datatype Communication for GPU Clusters: Design, Implementation and Evaluation with MVAPICH2

MPI Alltoall Personalized Exchange on GPGPU Clusters: Design Alternatives and Benefit

Optimizing MPI Communication on Multi-GPU Systems Using CUDA Inter-Process Communication

Travel Recommendation System Using Geotagged Photos

Improvement of Output Power in Three Phase Rectifier Using PID Controller Compared with PI Controller by Controlling the Voltage Stability

Analysis of Human Kinetics Using Millimeter-Wave Micro-Doppler Radar

Torpid Mode: Hybrid of Sleep and Idle Mode as Power Saving Mechanism for IEEE 802.16j

Statistical technology mapping for parametric yield

System level verification of digital signal processing applications based on the polynomial abstraction technique

Mitigation of intra-array SRAM variability using adaptive voltage architecture

Joint design-time and post-silicon minimization of parametric yield loss using adjustable robust optimization

An algorithm for exploiting modeling error statistics to enable robust analog optimization

An accurate sparse matrix based framework for statistical static timing analysis

A Real-time Super-Resolution for Surveillance Thermal Cameras using optimized pipeline on Embedded Edge Device

Verification of design decisions in ForSyDe