Exploring Core and Cache Hierarchy Bottlenecks in Graph Processing Workloads
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Computer Architecture Letters"
DOI: 10.1109/lca.2018.2864964
Abstract: Graph processing is an important analysis technique for a wide range of big data problems. The ability to explicitly represent relationships between entities gives graph analytics significant performance advantage over traditional relational databases. In this… read more here.
Keywords: core cache; graph processing; cache; cache hierarchy ... See more keywords
Cache Hierarchy-Aware Query Mapping on Emerging Multicore Architectures
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DOI: 10.1109/tc.2016.2605682
Abstract: One of the important characteristics of emerging multicores/manycores is the existence of “shared on-chip caches,” through which different threads/processes can share data (help each other) or displace each other’s data (hurt each other). Most of… read more here.
Keywords: hierarchy aware; multicore; cache hierarchy; query ... See more keywords
Scalpel: High Performance Contention-Aware Task Co-Scheduling for Shared Cache Hierarchy
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DOI: 10.1109/tc.2024.3500381
Abstract: For scientific computing applications that consist of many loosely coupled tasks, efficient scheduling is critical to achieve high performance and good quality of service (QoS). One of the challenges for co-running tasks is the frequent… read more here.
Keywords: cache hierarchy; task scheduling; contention; shared cache ... See more keywords
Behavior-Aware cache hierarchy optimization for low-power multi-core embedded systems
Sign Up to like & getrecommendations! Published in 2017 at "Modern Physics Letters B"
DOI: 10.1142/s021798491740067x
Abstract: In modern embedded systems, the increasing number of cores requires efficient cache hierarchies to ensure data throughput, but such cache hierarchies are restricted by their tumid size and interfer... read more here.
Keywords: hierarchy optimization; aware cache; behavior aware; cache ... See more keywords