5 citations · 9 across the 3 of their papers we have counts for
3 papers
Pushing the Memory Bandwidth Wall with CXL-enabled Idle I/O Bandwidth Harvesting
Divya Kiran Kadiyala, Alexandros Daglis
The continual increase of cores on server-grade CPUs raises demands on memory systems, which are constrained by limited off-chip pin and data transfer rate scalability. As a result…
Geode: A Zero-shot Geospatial Question-Answering Agent with Explicit Reasoning and Precise Spatio-Temporal Retrieval
Devashish Vikas Gupta, Azeez Syed Ali Ishaqui, Divya Kiran Kadiyala
Large language models (LLMs) have shown promising results in learning and contextualizing information from different forms of data. Recent advancements in foundational models, part…
COMET: A Comprehensive Cluster Design Methodology for Distributed Deep Learning Training
Divya Kiran Kadiyala, Saeed Rashidi, Taekyung Heo +3
Modern Deep Learning (DL) models have grown to sizes requiring massive clusters of specialized, high-end nodes to train. Designing such clusters to maximize both performance and ut…