21 citations · 28 across the 6 of their papers we have counts for
6 papers
EvoSchema: Towards Text-to-SQL Robustness Against Schema Evolution
Tianshu Zhang, Kun Qian, Siddhartha Sahai +4
Neural text-to-SQL models, which translate natural language questions (NLQs) into SQL queries given a database schema, have achieved remarkable performance. However, database schem…
ESRO: Experience Assisted Service Reliability against Outages
Sarthak Chakraborty, Shubham Agarwal, Shaddy Garg +4
Modern cloud services are prone to failures due to their complex architecture, making diagnosis a critical process. Site Reliability Engineers (SREs) spend hours leveraging multipl…
Outage-Watch: Early Prediction of Outages using Extreme Event Regularizer
Shubham Agarwal, Sarthak Chakraborty, Shaddy Garg +4
Cloud services are omnipresent and critical cloud service failure is a fact of life. In order to retain customers and prevent revenue loss, it is important to provide high reliabil…
CausIL: Causal Graph for Instance Level Microservice Data
Sarthak Chakraborty, Shaddy Garg, Shubham Agarwal +2
AI-based monitoring has become crucial for cloud-based services due to its scale. A common approach to AI-based monitoring is to detect causal relationships among service component…
Reinforced Approximate Exploratory Data Analysis
Shaddy Garg, Subrata Mitra, Tong Yu +2
Exploratory data analytics (EDA) is a sequential decision making process where analysts choose subsequent queries that might lead to some interesting insights based on the previous…
Split: Inferring Unobserved Event Probabilities for Disentangling Brand-Customer Interactions
Ayush Chauhan, Aditya Anand, Shaddy Garg +2
Often, data contains only composite events composed of multiple events, some observed and some unobserved. For example, search ad click is observed by a brand, whereas which custom…