Rekha SINGHAL

SYSTEMS AND METHODS FOR HYPERSPECTRAL IMAGE PROCESSING IN REMOTE SENSING USING REFLEXIVITY BASED APPROXIMATE COMPUTING

METHOD AND SYSTEM FOR NEURAL NETWORK INFERENCING IN LOGARITHMIC DOMAIN

Service-level objective (SLO) aware execution of concurrence inference requests on a fog-cloud network

METHOD AND SYSTEM FOR ACCELERATION OF SLOWER DATA PROCESSING CODES IN MACHINE LEARNING PIPELINES

GENERATING META-SUBNETS FOR EFFICIENT MODEL GENERALIZATION IN A MULTI-DISTRIBUTION SCENARIO

Optimal deployment of embeddings tables across heterogeneous memory architecture for high-speed recommendations inference

FIELD PROGRAMMABLE GATE ARRAY (FPGA) BASED ONLINE 3D BIN PACKING

METHOD AND SYSTEM FOR LATENCY OPTIMIZED HETEROGENEOUS DEPLOYMENT OF CONVOLUTIONAL NEURAL NETWORK

METHOD AND SYSTEM FOR GENERATING A DATA MODEL FOR PREDICING DATA TRANSFER RATE

METAFAAS ARCHITECTURE FOR TRAINING ON SERVERLESS INSTANCES

TRAINING LARGE DL MODELS VIA SERVERLESS ARCHITECTURE USING CLOUD STORAGE SERVICES-BASED COMMUNICATION CHANNEL

METHOD AND SYSTEM FOR ACCELERATING SELF-LEARNING USING META LEARNING IN INDUSTRIAL PROCESS DOMAIN

Method and system for scalable acceleration of data processing pipeline

WORKLOAD CHARACTERIZATION-BASED CAPACITY PLANNING FOR COST-EFFECTIVE AND HIGH-PERFORMANCE SERVERLESS EXECUTION ENVIRONMENT

Efficient deployment of machine learning and deep learning model's pipeline for serving service level agreement

METHOD AND SYSTEM FOR GENERATING LABELED DATASET USING A TRAINING DATA RECOMMENDER TECHNIQUE

Accelerating development and deployment of enterprise applications in data driven enterprise IT systems

DATA META-MODEL BASED FEATURE VECTOR SET GENERATION FOR TRAINING MACHINE LEARNING MODELS