Open in app
Sign inGet started
Checkpointing in Ensuring Data Integrity During Streaming Operations

Checkpointing in Ensuring Data Integrity During Streaming Operations

Imagine a social media platform processing millions of real-time posts, likes, and shares. Each interaction generates a stream of data that…
Go to the profile of Dimple Aggarwal
Dimple Aggarwal
Eventual Consistency and Data Quality Metrics in NoSQL Databases

Eventual Consistency and Data Quality Metrics in NoSQL Databases

Eventual consistency is a consistency model used in distributed systems, particularly in NoSQL databases. Unlike strong consistency, which…
Go to the profile of Dimple Aggarwal
Dimple Aggarwal
Declarative Frameworks in Open-Source Tools

Declarative Frameworks in Open-Source Tools

Declarative framework provide structured assessments, streamline processes, facilitate stability and enable custom rules.
Go to the profile of Dimple Aggarwal
Dimple Aggarwal
Data Quality Impacts on Predictive Model Accuracy

Data Quality Impacts on Predictive Model Accuracy

Giants-Amazon, Walmart, Target all are getting ahead in the race by implementing robust Data Testing & Governance techniques. Know how!
Go to the profile of Dimple Aggarwal
Dimple Aggarwal
Implementing Scalable Data Observability in Cloud Environments

Implementing Scalable Data Observability in Cloud Environments

According to a report, 89% of companies use a multi-cloud approach. Organizations are increasingly adopting cloud environments to utilizing…
Go to the profile of Dimple Aggarwal
Dimple Aggarwal
A Fortune 500 Retailer’s Success Story- Reducing Data Downtime

A Fortune 500 Retailer’s Success Story- Reducing Data Downtime

Data downtime is a critical challenge in the modern business landscape that can silently erode an organization’s operational efficiency and…
Go to the profile of Dimple Aggarwal
Dimple Aggarwal
2025 Trends in Data Quality: Predictions and Preparations

2025 Trends in Data Quality: Predictions and Preparations

The demand for trusted data is at an all-time high.
Go to the profile of Dimple Aggarwal
Dimple Aggarwal
Fundamentals of Data Observability for Modern Enterprises

Fundamentals of Data Observability for Modern Enterprises

The concept of data observability has emerged as a critical strategy for maintaining data integrity, reliability, and performance. This…
Go to the profile of Dimple Aggarwal
Dimple Aggarwal
How Netflix Delivers a Best-in-Class Streaming Experience to 125 Million Users

How Netflix Delivers a Best-in-Class Streaming Experience to 125 Million Users

Delivering high-quality content to millions of users simultaneously is no small feat. Netflix stands as a testament to engineering…
Go to the profile of Dimple Aggarwal
Dimple Aggarwal
How Poor Data Observability Nearly Cost a Bank Millions

How Poor Data Observability Nearly Cost a Bank Millions

When Santander Bank’s team received alerts on Christmas Day 2021, they knew they were facing a severe crisis. The bank’s payment processing…
Go to the profile of Dimple Aggarwal
Dimple Aggarwal
About DatachecksLatest StoriesArchiveAbout MediumTermsPrivacyTeams