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GPU concurrency: Weak behaviours and programming assumptions
Concurrency is pervasive and perplexing, particularly on graphics processing units (GPUs).
Current specifications of languages and hardware are inconclusive; thus programmers often …
Current specifications of languages and hardware are inconclusive; thus programmers often …
Heterogeneous-race-free memory models
Commodity heterogeneous systems (eg, integrated CPUs and GPUs), now support a
unified, shared memory address space for all components. Because the latency of global …
unified, shared memory address space for all components. Because the latency of global …
Efficient GPU synchronization without scopes: Saying no to complex consistency models
As GPUs have become increasingly general purpose, applications with more general
sharing patterns and fine-grained synchronization have started to emerge. Unfortunately …
sharing patterns and fine-grained synchronization have started to emerge. Unfortunately …
Chasing away rats: Semantics and evaluation for relaxed atomics on heterogeneous systems
An unambiguous and easy-to-understand memory consistency model is crucial for ensuring
correct synchronization and guiding future design of heterogeneous systems. In a widely …
correct synchronization and guiding future design of heterogeneous systems. In a widely …
A survey of architectural approaches for improving GPGPU performance, programmability and heterogeneity
With the skyrocketing advances of process technology, the increased need to process huge
amount of data, and the pivotal need for power efficiency, the usage of Graphics Processing …
amount of data, and the pivotal need for power efficiency, the usage of Graphics Processing …
Stadium hashing: Scalable and flexible hashing on gpus
Hashing is one of the most fundamental operations that provides a means for a program to
obtain fast access to large amounts of data. Despite the emergence of GPUs as many …
obtain fast access to large amounts of data. Despite the emergence of GPUs as many …
HeteroSync: A benchmark suite for fine-grained synchronization on tightly coupled GPUs
Traditionally GPUs focused on streaming, data-parallel applications, with little data reuse or
sharing and coarse-grained synchronization. However, the rise of general-purpose GPU …
sharing and coarse-grained synchronization. However, the rise of general-purpose GPU …
Practical symbolic race checking of GPU programs
Even the careful GPU programmer can inadvertently introduce data races while writing and
optimizing code. Currently available GPU race checking methods fall short either in terms of …
optimizing code. Currently available GPU race checking methods fall short either in terms of …
Correctness Verification of Mutual Exclusion Algorithms by Model Checking
L Nigro, F Cicirelli - Modelling, 2024 - mdpi.com
Mutual exclusion algorithms are at the heart of concurrent/parallel and distributed systems. It
is well known that such algorithms are very difficult to analyze, and in the literature, different …
is well known that such algorithms are very difficult to analyze, and in the literature, different …
Simulating operational memory models using off-the-shelf program analysis tools
Memory models allow reasoning about the correctness of multithreaded programs.
Constructing and using such models is facilitated by simulators that reveal which behaviours …
Constructing and using such models is facilitated by simulators that reveal which behaviours …