33 citations · 37 across the 6 of their papers we have counts for
7 papers
Revisiting the Role of Natural Language Code Comments in Code Translation
Monika Gupta, Ajay Meena, Anamitra Roy Choudhury +2
The advent of large language models (LLMs) has ushered in a new era in automated code translation across programming languages. Since most code-specific LLMs are pretrained on well…
Rightsizing Clusters for Time-Limited Tasks
Venkatesan T. Chakaravarthy, Padmanabha V. Seshadri, Pooja Aggarwal +4
In conventional public clouds, designing a suitable initial cluster for a given application workload is important in reducing the computational foot-print during run-time. In edge…
PoWER-BERT: Accelerating BERT Inference via Progressive Word-vector Elimination
Saurabh Goyal, Anamitra R. Choudhury, Saurabh M. Raje +3
We develop a novel method, called PoWER-BERT, for improving the inference time of the popular BERT model, while maintaining the accuracy. It works by: a) exploiting redundancy pert…
Efficient Inferencing of Compressed Deep Neural Networks
Dharma Teja Vooturi, Saurabh Goyal, Anamitra R. Choudhury +2
Large number of weights in deep neural networks makes the models difficult to be deployed in low memory environments such as, mobile phones, IOT edge devices as well as "inferencin…
Rejecting Jobs to Minimize Load and Maximum Flow-time
Anamitra Roy Choudhury, Syamantak Das, Naveen Garg +1
Online algorithms are usually analyzed using the notion of competitive ratio which compares the solution obtained by the algorithm to that obtained by an online adversary for the w…
Distributed and Parallel Algorithms for Set Cover Problems with Small Neighborhood Covers
Archita Agarwal, Venkatesan T. Chakaravarthy, Anamitra R. Choudhury +2
In this paper, we study a class of set cover problems that satisfy a special property which we call the {\em small neighborhood cover} property. This class encompasses several well…