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404.html

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<li><a href="https://github.com/JuliaParallel" rel="nofollow noopener noreferrer"><i class="fab fa-fw fa-github" aria-hidden="true"></i> GitHub</a></li>
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<div class="page__footer-copyright">&copy; "JuliaParallel". Powered by <a href="https://github.com/tlienart/Franklin.jl">Franklin</a>, <a href="https://mademistakes.com/work/minimal-mistakes-jekyll-theme/" rel="nofollow">Minimal Mistakes</a>, and <a href="https://julia.mit.edu" rel="nofollow">Julia Lab</a>.</div>
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<div class="page__footer-copyright">&copy; JuliaParallel. Powered by <a href="https://github.com/tlienart/Franklin.jl">Franklin</a>, <a href="https://mademistakes.com/work/minimal-mistakes-jekyll-theme/" rel="nofollow">Minimal Mistakes</a>, and <a href="https://julia.mit.edu" rel="nofollow">Julia Lab</a>.</div>
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index.html

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</style><div class="news-container"><div class="news-block" style="width:276px;margin:-5px;"><a href="/news/2022/07/dagger_julius_benchmark/">Comments on the Julius Graph Engine Benchmark</a> 2022-07-01<br><p>Spurred by a performance benchmark published by Julius Technologies, we lead you through how Dagger's scheduler was optimized to perform more competitively on the benchmark.</p>Julian Samaroo<img src="/assets/green-philip.png"/></div></div>
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</style><div class="news-container"><div class="news-block" style="width:268px;margin:-5px;"><a href="/news/2022/07/dagger_julius_benchmark/">Comments on the Julius Graph Engine Benchmark</a> 2022-07-01<br><p>Spurred by a performance benchmark published by Julius Technologies, we lead you through how Dagger's scheduler was optimized to perform more competitively on the benchmark.</p>Julian Samaroo<img src="/assets/green-philip.png"/></div></div>
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<li><a href="https://github.com/JuliaParallel" rel="nofollow noopener noreferrer"><i class="fab fa-fw fa-github" aria-hidden="true"></i> GitHub</a></li>
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<div class="page__footer-copyright">&copy; "JuliaParallel". Powered by <a href="https://github.com/tlienart/Franklin.jl">Franklin</a>, <a href="https://mademistakes.com/work/minimal-mistakes-jekyll-theme/" rel="nofollow">Minimal Mistakes</a>, and <a href="https://julia.mit.edu" rel="nofollow">Julia Lab</a>.</div>
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<div class="page__footer-copyright">&copy; JuliaParallel. Powered by <a href="https://github.com/tlienart/Franklin.jl">Franklin</a>, <a href="https://mademistakes.com/work/minimal-mistakes-jekyll-theme/" rel="nofollow">Minimal Mistakes</a>, and <a href="https://julia.mit.edu" rel="nofollow">Julia Lab</a>.</div>
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news/2022/07/dagger_julius_benchmark/index.html

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<title>Comments on the Julius Graph Engine Benchmark</title>
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<h1 id="comments_on_the_julius_graph_engine_benchmark" ><a href="#comments_on_the_julius_graph_engine_benchmark"> Comments on the Julius Graph Engine Benchmark</a></h1><div class="toc"><ol><li><a href="#introduction"> Introduction</a></li><li><a href="#the_julius_scheduler_benchmark"> The Julius Scheduler Benchmark</a><ol><li><a href="#aside_scheduling_for_graph_engines"> Aside: Scheduling for Graph Engines</a></li></ol></li><li><a href="#benchmark_results_prelude_and_interpretation"> Benchmark Results - Prelude and Interpretation</a><ol><li><a href="#comparison_what_graph_building_modes_are_supported?"> Comparison: What graph-building modes are supported?</a></li></ol></li><li><a href="#benchmark_results"> Benchmark Results</a><ol><li><a href="#comparison_initial_results_on_s_n_(in_seconds)"> Comparison: Initial results on <code>s_n</code> (in seconds)</a></li><li><a href="#comparison_initial_results_on_y_n_(in_seconds)"> Comparison: Initial results on <code>y_n</code> (in seconds)</a></li></ol></li><li><a href="#oh_no!_can_we_fix_it?"> Oh No! Can we fix it?</a></li><li><a href="#first_fix_object_size_calculation"> First Fix: Object Size Calculation</a></li><li><a href="#second_fix_node_memoization"> Second Fix: Node Memoization</a></li><li><a href="#third_fix_domination_checks"> Third Fix: Domination Checks</a></li><li><a href="#giving_credit_where_credit_is_due"> Giving credit where credit is due</a></li><li><a href="#debrief"> Debrief</a></li><li><a href="#conclusion"> Conclusion</a><ol><li><a href="#comparison_important_graph_scheduler_features"> Comparison: Important graph scheduler features</a></li></ol></li><li><a href="#aside_future_work_and_collaboration"> Aside: Future work and collaboration</a></li><li><a href="#contact_information"> Contact Information</a></li></ol></div><h3 id="introduction" ><a href="#introduction"> Introduction</a></h3><br><img src="https://thumbnails.production.thenounproject.com/GZSNSq5eKQqKDoHfKGOFmb5QT4s=/fit-in/1000x1000/photos.production.thenounproject.com/photos/6D93E0C1-DFF3-410B-8086-214D12A2D362.jpg" alt=""Shipping goods over the sea via ocean freighter."">
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<h1 id="comments_on_the_julius_graph_engine_benchmark" ><a href="#comments_on_the_julius_graph_engine_benchmark"> Comments on the Julius Graph Engine Benchmark</a></h1><div class="toc"><ol><li><a href="#introduction">Introduction</a></li><li><a href="#the_julius_scheduler_benchmark">The Julius Scheduler Benchmark</a><ol><li><a href="#aside_scheduling_for_graph_engines">Aside: Scheduling for Graph Engines</a></li></ol></li><li><a href="#benchmark_results_prelude_and_interpretation">Benchmark Results - Prelude and Interpretation</a><ol><li><a href="#comparison_what_graph_building_modes_are_supported?">Comparison: What graph-building modes are supported?</a></li></ol></li><li><a href="#benchmark_results">Benchmark Results</a><ol><li><a href="#comparison_initial_results_on_s_n_(in_seconds)">Comparison: Initial results on <code>s_n</code> (in seconds)</a></li><li><a href="#comparison_initial_results_on_y_n_(in_seconds)">Comparison: Initial results on <code>y_n</code> (in seconds)</a></li></ol></li><li><a href="#oh_no!_can_we_fix_it?">Oh No! Can we fix it?</a></li><li><a href="#first_fix_object_size_calculation">First Fix: Object Size Calculation</a></li><li><a href="#second_fix_node_memoization">Second Fix: Node Memoization</a></li><li><a href="#third_fix_domination_checks">Third Fix: Domination Checks</a></li><li><a href="#giving_credit_where_credit_is_due">Giving credit where credit is due</a></li><li><a href="#debrief">Debrief</a></li><li><a href="#conclusion">Conclusion</a><ol><li><a href="#comparison_important_graph_scheduler_features">Comparison: Important graph scheduler features</a></li></ol></li><li><a href="#aside_future_work_and_collaboration">Aside: Future work and collaboration</a></li><li><a href="#contact_information">Contact Information</a></li></ol></div><h3 id="introduction" ><a href="#introduction"> Introduction</a></h3><br><img src="https://thumbnails.production.thenounproject.com/GZSNSq5eKQqKDoHfKGOFmb5QT4s=/fit-in/1000x1000/photos.production.thenounproject.com/photos/6D93E0C1-DFF3-410B-8086-214D12A2D362.jpg" alt=""Shipping goods over the sea via ocean freighter."">
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<div class="page__footer-copyright">&copy; "JuliaParallel". Powered by <a href="https://github.com/tlienart/Franklin.jl">Franklin</a>, <a href="https://mademistakes.com/work/minimal-mistakes-jekyll-theme/" rel="nofollow">Minimal Mistakes</a>, and <a href="https://julia.mit.edu" rel="nofollow">Julia Lab</a>.</div>
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<div class="page__footer-copyright">&copy; JuliaParallel. Powered by <a href="https://github.com/tlienart/Franklin.jl">Franklin</a>, <a href="https://mademistakes.com/work/minimal-mistakes-jekyll-theme/" rel="nofollow">Minimal Mistakes</a>, and <a href="https://julia.mit.edu" rel="nofollow">Julia Lab</a>.</div>
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news/index.html

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</style><div class="news-container"><div class="news-block" style="width:278px;margin:-5px;"><a href="/news/2022/07/dagger_julius_benchmark/">Comments on the Julius Graph Engine Benchmark</a> 2022-07-01<br><p>Spurred by a performance benchmark published by Julius Technologies, we lead you through how Dagger's scheduler was optimized to perform more competitively on the benchmark.</p>Julian Samaroo<img src="/assets/green-philip.png"/></div></div>
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</style><div class="news-container"><div class="news-block" style="width:281px;margin:-5px;"><a href="/news/2022/07/dagger_julius_benchmark/">Comments on the Julius Graph Engine Benchmark</a> 2022-07-01<br><p>Spurred by a performance benchmark published by Julius Technologies, we lead you through how Dagger's scheduler was optimized to perform more competitively on the benchmark.</p>Julian Samaroo<img src="/assets/green-philip.png"/></div></div>
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<div class="page__footer-copyright">&copy; "JuliaParallel". Powered by <a href="https://github.com/tlienart/Franklin.jl">Franklin</a>, <a href="https://mademistakes.com/work/minimal-mistakes-jekyll-theme/" rel="nofollow">Minimal Mistakes</a>, and <a href="https://julia.mit.edu" rel="nofollow">Julia Lab</a>.</div>
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resources/index.html

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