Integrating profile-driven parallelism detection and machine-learning-based mapping
Z Wang, G Tournavitis, B Franke… - ACM Transactions on …, 2014 - dl.acm.org
Compiler-based auto-parallelization is a much-studied area but has yet to find widespread
application. This is largely due to the poor identification and exploitation of application …
application. This is largely due to the poor identification and exploitation of application …
T4: Compiling sequential code for effective speculative parallelization in hardware
Multicores are now ubiquitous, but programmers still write sequential code. Speculative
parallelization is an enticing approach to parallelize code while retaining the ease of …
parallelization is an enticing approach to parallelize code while retaining the ease of …
Perspective: A sensible approach to speculative automatic parallelization
S Apostolakis, Z Xu, G Chan, S Campanoni… - Proceedings of the …, 2020 - dl.acm.org
The promise of automatic parallelization, freeing programmers from the error-prone and time-
consuming process of making efficient use of parallel processing resources, remains …
consuming process of making efficient use of parallel processing resources, remains …
Aggressive pipelining of irregular applications on reconfigurable hardware
CPU-FPGA heterogeneous platforms offer a promising solution for high-performance and
energy-efficient computing systems by providing specialized accelerators with post-silicon …
energy-efficient computing systems by providing specialized accelerators with post-silicon …
Exploiting commutativity to reduce the cost of updates to shared data in cache-coherent systems
We present Coup, a technique to lower the cost of updates to shared data in cache-coherent
systems. Coup exploits the insight that many update operations, such as additions and …
systems. Coup exploits the insight that many update operations, such as additions and …
Automatically exploiting cross-invocation parallelism using runtime information
J Huang, TB Jablin, SR Beard… - Proceedings of the …, 2013 - ieeexplore.ieee.org
Automatic parallelization is a promising approach to producing scalable multi-threaded
programs for multicore architectures. Many existing automatic techniques only parallelize …
programs for multicore architectures. Many existing automatic techniques only parallelize …
Practically correct,{Just-in-Time} shell script parallelization
Recent shell-script parallelization systems enjoy mostly automated parallel speedups by
compiling scripts ahead-of-time. Unfortunately, such static parallelization is hampered by the …
compiling scripts ahead-of-time. Unfortunately, such static parallelization is hampered by the …
SCAF: a speculation-aware collaborative dependence analysis framework
Program analysis determines the potential dataflow and control flow relationships among
instructions so that compiler optimizations can respect these relationships to transform code …
instructions so that compiler optimizations can respect these relationships to transform code …
PROMPT: A Fast and Extensible Memory Profiling Framework
Memory profiling captures programs' dynamic memory behavior, assisting programmers in
debugging, tuning, and enabling advanced compiler optimizations like speculation-based …
debugging, tuning, and enabling advanced compiler optimizations like speculation-based …
Discovery and exploitation of general reductions: A constraint based approach
P Ginsbach, MFP O'Boyle - 2017 IEEE/ACM International …, 2017 - ieeexplore.ieee.org
Discovering and exploiting scalar reductions in programs has been studied for many years.
The discovery of more complex reduction operations has, however, received less attention …
The discovery of more complex reduction operations has, however, received less attention …