3 papers
cs.DC2024
Structures and Techniques for Streaming Dynamic Graph Processing on Decentralized Message-Driven Systems
Bibrak Qamar Chandio, Maciej Brodowicz, Thomas Sterling
The paper presents structures and techniques aimed towards co-designing scalable asynchronous and decentralized dynamic graph processing for fine-grain memory-driven architectures.…
cs.DC2024
Exploring the Design Space for Message-Driven Systems for Dynamic Graph Processing using CCA
Bibrak Qamar Chandio, Maciej Brodowicz, Thomas Sterling
Computer systems that have been successfully deployed for dense regular workloads fall short of achieving scalability and efficiency when applied to irregular and dynamic graph app…
cs.DC2024
Rhizomes and Diffusions for Processing Highly Skewed Graphs on Fine-Grain Message-Driven Systems
Bibrak Qamar Chandio, Prateek Srivastava, Maciej Brodowicz +2
The paper provides a unified co-design of 1) a programming and execution model that allows spawning tasks from within the vertex data at runtime, 2) language constructs for \textit…