Search Results for: Shazia Hasnie
AI-Era Cloud Network Transformation: A Reference Architecture and Implementation Roadmap
By Shazia Hasnie, PhD Introduction: The physical network infrastructure that underpins cloud computing was designed for an era that no longer exists. Distributed training across hundreds of thousands of GPUs, real-time inference at the edge, and autonomous agent coordination impose requirements that traditional cloud network designs were never intended to meet. The networks that served… Read more
The enterprise network stack is collapsing; AI’s impact; comparison with “Batch Pipelines Break AI Agents”
by Shashi Kiran with Alan J Weissberger, ScD Abstract: This article presents the primary author’s point of view on networking technology and market evolution, as experienced it directly with his customers at Nile, where he serves as Chief Marketing Officer (CMO). A key theme is overlaying the impact of AI and its implications for network… Read more
Why Batch Pipelines Break AI Agents: The Case For Streaming-First Network Operations
By Shazia Hasnie, Ph.D, editorial review by IEEE Techblog team member Sridhar Talari Rajagopal Abstract: The adoption of AI agents in network operations has exposed a critical architectural gap. Most enterprise data pipelines were designed for dashboards and reporting, not autonomous decision-making. When AI agents consume data from batch-oriented pipelines, five distinct failure modes emerge:… Read more
About the IEEE Techblog Editorial Team
Alan J Weissberger, ScD EE Contact: [email protected] Content and Editorial Team Manager; principal contributing author to IEEE ComSoc Technology blog sites since March 2009 (community.comsoc.org). IEEE volunteer and technical conference session organizer since March 1974. IEEE ComSoc member since formation of the society in 1972; IEEE Sr Member, January 1980. IEEE ComSocSCV Program Chair (2006-2011),… Read more
Call for Blog Post Submissions
The IEEE ComSoc Techblog is receptive to posting guest written articles that describe research projects related to telecommunications and networking. Those projects may be done by universities, industry or government sponsored research labs. They might also be a collaborative effort of academia and industry. There is no charge for posting such articles on our website…. Read more