Shiv Kumar Saini

According to our database, Shiv Kumar Saini authored at least 20 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Approximate Caching for Efficiently Serving Text-to-Image Diffusion Models.

Shubham Agarwal, Subrata Mitra, Sarthak Chakraborty, Srikrishna Karanam, Koyel Mukherjee, Shiv Kumar Saini

Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

2023

Approximate Caching for Efficiently Serving Diffusion Models.

Shubham Agarwal, Subrata Mitra, Sarthak Chakraborty, Srikrishna Karanam, Koyel Mukherjee, Shiv Kumar Saini

CoRR, 2023

CausIL: Causal Graph for Instance Level Microservice Data.

Sarthak Chakraborty, Shaddy Garg, Shubham Agarwal, Ayush Chauhan, Shiv Kumar Saini

Proceedings of the ACM Web Conference 2023, 2023

Outage-Watch: Early Prediction of Outages using Extreme Event Regularizer.

Shubham Agarwal, Sarthak Chakraborty, Shaddy Garg, Sumit Bisht, Chahat Jain, Ashritha Gonuguntla, Shiv Kumar Saini

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

ESRO: Experience Assisted Service Reliability against Outages.

Sarthak Chakraborty, Shubham Agarwal, Shaddy Garg, Abhimanyu Sethia, Udit Narayan Pandey, Videh Aggarwal, Shiv Kumar Saini

Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

Towards Optimizing Storage Costs on the Cloud.

Koyel Mukherjee, Raunak Shah, Shiv Kumar Saini, Karanpreet Singh, Khushi, Harsh Kesarwani, Kavya Barnwal, Ayush Chauhan

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

ViSRE: A Unified Visual Analysis Dashboard for Proactive Cloud Outage Management.

Paula Kayongo, Jane Hoffswell, Shiv Kumar Saini, Shaddy Garg, Eunyee Koh, Haoliang Wang, Tom Jacobs

Proceedings of the Working Conference on Software Visualization, 2022

Root Cause Analysis of Failures in Microservices through Causal Discovery.

Azam Ikram, Sarthak Chakraborty, Subrata Mitra, Shiv Kumar Saini, Saurabh Bagchi, Murat Kocaoglu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Revelio: ML-Generated Debugging Queries for Finding Root Causes in Distributed Systems.

Pradeep Dogga, Karthik Narasimhan, Anirudh Sivaraman, Shiv Kumar Saini, George Varghese, Ravi Netravali

Proceedings of the Fifth Conference on Machine Learning and Systems, 2022

2021

Revelio: ML-Generated Debugging Queries for Distributed Systems.

Pradeep Dogga, Karthik Narasimhan, Anirudh Sivaraman, Shiv Kumar Saini, George Varghese, Ravi Netravali

CoRR, 2021

2020

Split: Inferring Unobserved Event Probabilities for Disentangling Brand-Customer Interactions.

Ayush Chauhan, Aditya Anand, Shaddy Garg, Sunny Dhamnani, Shiv Kumar Saini

CoRR, 2020

Modeling Causal Impact of Textual Style on a Targeted Goal.

Gaurav Verma, Balaji Vasan Srinivasan, Shiv Kumar Saini, Niyati Chhaya

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Time Series Forecasting for Cold-Start Items by Learning from Related Items using Memory Networks.

Ayush Chauhan, Archiki Prasad, Parth Gupta, Prashanth Amireddy, Shiv Kumar Saini

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Bayesian Estimation of the Effect of Television Advertising on Web Metrics.

Ritwik Sinha, Shiv Kumar Saini, Moumita Sinha, David Arbour

Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020

2019

Multiple Treatment Effect Estimation using Deep Generative Model with Task Embedding.

Shiv Kumar Saini, Sunny Dhamnani, Aakash Srinivasan, Akil Arif Ibrahim, Prithviraj Chavan

Proceedings of the World Wide Web Conference, 2019

2018

Sparse Decomposition for Time Series Forecasting and Anomaly Detection.

Sunav Choudhary, Gaurush Hiranandani, Shiv Kumar Saini

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Modeling Hint-Taking Behavior and Knowledge State of Students with Multi-Task Learning.

Harvineet Singh, Shiv Kumar Saini, Ritwick Chaudhry, Pradeep Dogga

Proceedings of the 11th International Conference on Educational Data Mining, 2018

2015

Probabilistic Deduplication of Anonymous Web Traffic.

Rishiraj Saha Roy, Ritwik Sinha, Niyati Chhaya, Shiv Kumar Saini

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

A Non-parametric Approach to the Multi-channel Attribution Problem.

Meghanath Macha Yadagiri, Shiv Kumar Saini, Ritwik Sinha

Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

2014

Estimating the incremental effects of interactions for marketing attribution.

Ritwik Sinha, Shiv Kumar Saini, N. Anadhavelu

Proceedings of the 2014 International Conference on Behavioral, 2014