Kushagra Sharma's Blog Posts
Kushagra Sharma is a Product Manager at Cisco working on AIOps products that help teams operate complex systems with intelligence and scale. He focuses on translating customer problems into practical, data-driven solutions at the intersection of AI, reliability, and software platforms. Passionate about clear thinking and strong product craft, Kushagra writes to share insights on technology, product strategy, and building systems that actually work in the real world.
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Enhance Your AIOps Strategy by Utilizing Data Classification
Consider the utilization of OpenTelemetry Collectors to pre-classify AIOps data input attributes.

Data Quality & Data Quality Management (DQM)
In the data age, you must ensure your data is quality data. Learn what that means, and how to achieve it with data quality management.

Security Compliance Auditor Role: Skills and Responsibilities
Learn who security compliance auditors are and how they can make non-compliant systems compliant.

Downtime Demystified: A Deep Dive into Common Causes and Fixes
How should your organization prepare for downtime’s most common causes, from human error to hardware failure?

Access Points: A Complete Introduction
All those wireless devices we rely on daily connect thanks to access points, instead of cables and wires. Learn more here.

Fundamentals of Metadata Management
Metadata management includes a set of processes, policies, and technologies that govern how metadata is managed within an organization.