Ahmed Ali-Eldin

A Survey on Modeling Energy Consumption of Cloud Applications: Deconstruction, State of the Art, and Trade-Off Debates

2017 · IEEE Transactions on Sustainable Computing

Given the complexity and heterogeneity in Cloud computing scenarios, the modeling approach has widely been employed to investigate and analyze the energy consumption of Cloud applications, by abstracting real-world objects and processes that are difficult …

Performance Evaluation of Multi-Path TCP for Data Center and Cloud Workloads

2019

Today's cloud data centers host a wide range of applications including data analytics, batch processing, and interactive processing. These applications require high throughput, low latency, and high reliability from the network. Satisfying these requirements in …

Machine Learning Systems are Bloated and Vulnerable

2022 · arXiv (Cornell University)

Today's software is bloated with both code and features that are not used by most users. This bloat is prevalent across the entire software stack, from operating systems and applications to containers. Containers are lightweight …