21 citations · 27 across the 3 of their papers we have counts for
4 papers
Declarative Concurrent Data Structures
Aun Raza, Hamish Nicholson, Ioanna Tsakalidou +3
Implementing concurrent data structures is challenging and requires a deep understanding of concurrency concepts and careful design to ensure correctness, performance, and scalabil…
Adaptive HTAP through Elastic Resource Scheduling
Aunn Raza, Periklis Chrysogelos, Angelos Christos Anadiotis +1
Modern Hybrid Transactional/Analytical Processing (HTAP) systems use an integrated data processing engine that performs analytics on fresh data, which are ingested from a transacti…
Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges
Muhammad Usama, Junaid Qadir, Aunn Raza +5
While machine learning and artificial intelligence have long been applied in networking research, the bulk of such works has focused on supervised learning. Recently there has been…
Don't cry over spilled records: Memory elasticity of data-parallel applications and its application to cluster scheduling
Calin Iorgulescu, Florin Dinu, Aunn Raza +2
Understanding the performance of data-parallel workloads when resource-constrained has significant practical importance but unfortunately has received only limited attention. This…