Name
Title | ||
|---|---|---|
Prodigy: Improving the Memory Latency of Data-Indirect Irregular Workloads Using Hardware-Software Co-Design |
Abstract | ||
|---|---|---|
Irregular workloads are typically bottlenecked by the memory system. These workloads often use sparse data representations, e.g., compressed sparse row/column (CSR/CSC), to conserve space at the cost of complicated, irregular traversals. Such traversals access large volumes of data and offer little locality for caches and conventional prefetchers to exploit. This paper presents Prodigy, a low-cost... |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1109/HPCA51647.2021.00061 | 2021 IEEE International Symposium on High-Performance Computer Architecture (HPCA) |
Keywords | DocType | ISSN |
Prefetching,Heuristic algorithms,Software algorithms,Semantics,Layout,Random access memory,Data structures | Conference | 1530-0897 |
ISBN | Citations | PageRank |
978-1-6654-2235-2 | 2 | 0.36 |
References | Authors | |
0 | 17 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Nishil Talati | 1 | 17 | 2.90 |
| Kyle May | 2 | 6 | 0.77 |
| Armand Behroozi | 3 | 2 | 0.36 |
| Yichen Yang | 4 | 4 | 1.39 |
| Kuba Kaszyk | 5 | 6 | 1.11 |
| Christos Vasiladiotis | 6 | 2 | 1.37 |
| Tarunesh Verma | 7 | 2 | 0.70 |
| Li Yu | 8 | 90 | 30.48 |
| Brandon Nguyen | 9 | 2 | 0.36 |
| Jiawen Sun | 10 | 6 | 1.45 |
| John Magnus Morton | 11 | 6 | 2.12 |
| Agreen Ahmadi | 12 | 2 | 0.36 |
| Todd Austin | 13 | 6432 | 539.01 |
| Michael O’Boyle | 14 | 2 | 0.70 |
| Scott Mahlke | 15 | 4811 | 312.08 |
| Trevor Mudge | 16 | 6139 | 659.74 |
| Ronald G. Dreslinski | 17 | 1258 | 81.02 |