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- research-articleFebruary 2022
SparseCore: stream ISA and processor specialization for sparse computation
ASPLOS '22: Proceedings of the 27th ACM International Conference on Architectural Support for Programming Languages and Operating SystemsPages 186–199https://doi.org/10.1145/3503222.3507705Computation on sparse data is becoming increasingly important for many applications. Recent sparse computation accelerators are designed for specific algorithm/application, making them inflexible with software optimizations. This paper proposes ...
- research-articleJuly 2021
Distributed Graph Processing System and Processing-in-memory Architecture with Precise Loop-carried Dependency Guarantee
ACM Transactions on Computer Systems (TOCS), Volume 37, Issue 1-4Article No.: 5, Pages 1–37https://doi.org/10.1145/3453681To hide the complexity of the underlying system, graph processing frameworks ask programmers to specify graph computations in user-defined functions (UDFs) of graph-oriented programming model. Due to the nature of distributed execution, current ...