681 citations · 4k across the 38 of their papers we have counts for
8 papers · 1 filter
START: Straggler Prediction and Mitigation for Cloud Computing Environments using Encoder LSTM Networks
Shreshth Tuli, Sukhpal Singh Gill, Peter Garraghan +3
Modern large-scale computing systems distribute jobs into multiple smaller tasks which execute in parallel to accelerate job completion rates and reduce energy consumption. However…
HUNTER: AI based Holistic Resource Management for Sustainable Cloud Computing
Shreshth Tuli, Sukhpal Singh Gill, Minxian Xu +8
The worldwide adoption of cloud data centers (CDCs) has given rise to the ubiquitous demand for hosting application services on the cloud. Further, contemporary data-intensive indu…
A Manifesto for Modern Fog and Edge Computing: Vision, New Paradigms, Opportunities, and Future Directions
Sukhpal Singh Gill
The advancements in the use of Internet of Things (IoT) devices is increasing continuously and generating huge amounts of data in a fast manner. Cloud computing is an important par…
Deep Learning Based Forecasting of Indian Summer Monsoon Rainfall
Bipin Kumar, Namit Abhishek, Rajib Chattopadhyay +7
Accurate short range weather forecasting has significant implications for various sectors. Machine learning based approaches, e.g., deep learning, have gained popularity in this do…
Quantum Artificial Intelligence for the Science of Climate Change
Manmeet Singh, Chirag Dhara, Adarsh Kumar +2
Climate change has become one of the biggest global problems increasingly compromising the Earth's habitability. Recent developments such as the extraordinary heat waves in Califor…
Deep learning for improved global precipitation in numerical weather prediction systems
Manmeet Singh, Bipin Kumar, Suryachandra Rao +4
The formation of precipitation in state-of-the-art weather and climate models is an important process. The understanding of its relationship with other variables can lead to endles…
A Strategy for Advancing Research and Impact in New Computing Paradigms
Rajkumar Buyya, Sukhpal Singh Gill, Satish Narayana Srirama +2
In the world of Information Technology, new computing paradigms, driven by requirements of different classes of problems and applications, emerge rapidly. These new computing parad…
Quantifying COVID-19 enforced global changes in atmospheric pollutants using cloud computing based remote sensing
Manmeet Singh, Bhupendra Bahadur Singh, Raunaq Singh +4
Global lockdowns in response to the COVID-19 pandemic have led to changes in the anthropogenic activities resulting in perceivable air quality improvements. Although several recent…