4 citations · 8 across the 2 of their papers we have counts for
5 papers · 1 filter
Tensor-Train Long Short-Term Memory for Monaural Speech Enhancement
Suman Samui, Indrajit Chakrabarti, Soumya K. Ghosh
In recent years, Long Short-Term Memory (LSTM) has become a popular choice for speech separation and speech enhancement task. The capability of LSTM network can be enhanced by wide…
Stark: Fast and Scalable Strassen's Matrix Multiplication using Apache Spark
Chandan Misra, Sourangshu Bhattacharya, Soumya K. Ghosh
This paper presents a new fast, highly scalable distributed matrix multiplication algorithm on Apache Spark, called Stark, based on Strassen's matrix multiplication algorithm. Star…
PS-Sim: A Framework for Scalable Simulation of Participatory Sensing Data
Rajesh P Barnwal, Nirnay Ghosh, Soumya K Ghosh +1
Emergence of smartphone and the participatory sensing (PS) paradigm have paved the way for a new variant of pervasive computing. In PS, human user performs sensing tasks and genera…
A Survey of Fog Computing and Communication: Current Researches and Future Directions
Shubha Brata Nath, Harshit Gupta, Sandip Chakraborty +1
In this survey, we discuss the evolution of distributed computing from the utility computing to the fog computing, various research challenges for the development of fog computing…
SPIN: A Fast and Scalable Matrix Inversion Method in Apache Spark
Chandan Misra, Sourangshu Bhattacharya, Soumya K. Ghosh
The growth of big data in domains such as Earth Sciences, Social Networks, Physical Sciences, etc. has lead to an immense need for efficient and scalable linear algebra operations,…