4 papers
GPUAlert: A Zero-Instrumentation Process-Boundary Monitor for Diagnosing GPU Training-Job Failures
Parv Agarwal, Asif Ekbal
GPU training jobs fail often, roughly two in five on large production clusters, yet the operator typically learns of a failure only by reconnecting hours later. Experiment trackers…
RIPPLE++: An Incremental Framework for Efficient GNN Inference on Evolving Graphs
Pranjal Naman, Parv Agarwal, Hrishikesh Haritas +1
Real-world graphs are dynamic, with frequent updates to their structure and features due to evolving vertex and edge properties. These continual changes pose significant challenges…
Motif Caller: Sequence Reconstruction for Motif-Based DNA Storage
Parv Agarwal, Nimesh Pinnamaneni, Thomas Heinis
DNA data storage is rapidly emerging as a promising solution for long-term data archiving, largely due to its exceptional durability. However, the synthesis of DNA strands remains…
Coding Over Coupon Collector Channels for Combinatorial Motif-Based DNA Storage
Roman Sokolovskii, Parv Agarwal, Luis Alberto Croquevielle +2
Encoding information in combinations of pre-synthesised deoxyribonucleic acid (DNA) strands (referred to as motifs) is an interesting approach to DNA storage that could potentially…