PPT-Dynamic Determinism Checking for Structured Parallelism

Edwin Westbrook 1 Raghavan Raman 2 Jisheng Zhao 3 Zoran Budimlić 3 Vivek Sarkar 3 1 Kestrel Institute 2 Oracle Labs 3 Rice University Deterministic Parallelism for the 99. Sommerer imple classical systems can be so unpredictable both quantitatively and qualitatively that they appear random If there is a true source of randomness in such a system the situation can be even more puzzling This counterintuitive behavior ri 1 WHY CHOOSE PARALLELISM Parallel construction also called parallelism shows that two or more ideas are equally important by stating them in grammatically parallel form noun lined up with noun verb with verb phrase berkeleyedu Koushik Sen EECS Department UC Berkeley CA USA ksencsberkeleyedu ABSTRACT The trend towards processors with more and more parallel cores is increasing the need for software that can take advantage of paral lelism The most widespread metho Parallelism . of words:. She tried to make her pastry . fluffy. , . sweet. , . and . delicate. .. They tried to make their . work . faultless. , . complete. , and . perfect. . . adjectives . She tried to make her pastry . Definition. Determinism. is the philosophical idea that every event or state of affairs, including every human decision and action, is the inevitable and necessary consequence of antecedent states of affairs. Cedomir Segulja, . Tarek. S. . Abdelrahman. University of Toronto. Source: [. Intel. ]. Source: [. Youtube. ]. Same program + same input ≠ same output . This is bad for …. Testing. Too many interleaving to test . Hard Determinism: all of our actions are (causally) determined and we do not have moral responsibility for our actions! Stephen Jones NVIDIA Corporation Improving Programmability Dynamic Parallelism Occupancy Simplify CPU/GPU Divide Library Calls from Kernels Batching to Help Fill GPU Dynamic Load Balancing Data - Dep Stream Programs and its Implications for Language and Compiler Design. Bill Thies. 1. and Saman Amarasinghe. 2. 1 . Microsoft Research India. 2 . Massachusetts Institute of Technology. PACT 2010. What Does it Take to. Presented . by A. Craik . (. 5. -Jan-12). Research supported by funding . from . Microsoft Research and the Queensland State Government. 1. Introduction. 2. Procedural Algorithm. Sequential Implementation w/ Injected Parallelism. Lecture 1. Introduction to Multithreading & Fork-Join Parallelism. Steve . Wolfman. , based on work by Dan . Grossman. LICENSE. : This file is licensed under a . Creative . Commons Attribution 3.0 . Vijay . Pai. (PI), Deborah Bennett, . Cordelia. Brown, Yung Lu, . Sam . Midkiff. smidkiff@purdue.edu. Let’s start off pessimistically. I’ve been involved in two or three of these workshops, and the comment I’ve heard from industrial . Parallel structure (also called parallelism) is the repetition of a chosen grammatical form within a sentence. By making each compared item or idea in your sentence follow the same grammatical pattern, you create a parallel construction. Environmental Determinism. Belief that the physical environment, especially the climate and terrain actively shape cultures. . Environmental Determinism . Explanation:. Perspective is that human response are almost completely molded by the environment, leading to physical environments producing similar cultures. .