R&D Archive

Communication – Computation Tradeoffs in Distributed Computing and Networking

A key challenge in building next-generation wireless networks is to satisfy the increasing demand for data traffic and extended coverage for people and places without a corresponding rise in energy and carbon emissions.  There will be an

Distributed Computing and Networking

A key challenge in building next-generation data networks is to satisfy the increasing demand for data traffic and extended coverage for people and places without a corresponding rise in energy and carbon emissions.  There will be an

Education Research

Our motto is LEARNED: Learning Effectiveness Amplified through Research eNabled EDucation. Our focus is to enhance the learning outcomes for ALL learners from recent graduates to senior executives of various organizations as they deal with fast-changing technology

Healthcare Research

The healthcare research group at INSOFE is involved in all the three aspects of R&D activities, namely, academic research, product development and consulting. Academic Our academic works focus on finding novel solutions to problems faced by healthcare

AI Adoption

Our research group’s focus is to help organizations adopt AI systematically and efficiently. We work on three layers: CXO layer: Here we build frameworks and tools that help the CXOs measure their current state, the difficulty of

RobAIoT: Overview, Roadmap and Challenges of Robotics Integration with AI & IoT

Future belongs to connecting, collecting and computing data. IoT connects and collects while AI does intelligent computation on the data. Robotics stands as a platform for integration of IoT with AI.  Here, we will discuss a roadmap

Only sparsity based loss function for learning representations

Sparse codes are an effective representation of data that facilitates high representational capacity without compromising on fault tolerance and generalization. The advantages of sparse codes over both dense and entirely local coding schemes have been discussed extensively

IoT Workshop

IoT generates a lot of data and to understand data you need data analytics. Not all data is “good” and a combination of IoT and Analytics is the answer to companies looking to decide which data should be stored and