{"id":3698,"date":"2025-09-23T02:36:49","date_gmt":"2025-09-23T02:36:49","guid":{"rendered":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?p=3698"},"modified":"2025-09-23T02:36:50","modified_gmt":"2025-09-23T02:36:50","slug":"scheduling-and-parallelism-in-rf-benchmarks-throughput-without-drift","status":"publish","type":"post","link":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?p=3698","title":{"rendered":"Scheduling and Parallelism in RF Benchmarks: Throughput Without Drift"},"content":{"rendered":"\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-spectrcyde wp-block-embed-spectrcyde\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"TsnA3taqph\"><a href=\"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?page_id=3695\">Scheduling and Parallelism in RF Benchmarks: Throughput Without Drift<\/a><\/blockquote><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;Scheduling and Parallelism in RF Benchmarks: Throughput Without Drift&#8221; &#8212; Spectrcyde\" src=\"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?page_id=3695&#038;embed=true#?secret=kk3O1cwJj8#?secret=TsnA3taqph\" data-secret=\"TsnA3taqph\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>Benchmarking RF demodulation pipelines is often<br>bottlenecked by slow simulation loops. While multi-threaded<br>execution can reduce wall-clock time, naive scheduling may<br>bias robustness estimates if seeds are not managed consistently. We demonstrate a scalable scheduling harness that<br>exploits CPU worker parallelism and batch sizing to accelerate benchmarks without introducing statistical drift. Using<br>the SignalIntelligenceSystem threading architecture, our<br>results show near-linear throughput scaling (up to 8\u00d7 speedup)<br>while preserving repeatability across seeds. This enables practical<br>deployment of agentic sweeps and ghost mode analysis within<br>operational time budgets.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Benchmarking RF demodulation pipelines is oftenbottlenecked by slow simulation loops. While multi-threadedexecution can reduce wall-clock time, naive scheduling maybias robustness estimates if seeds are not managed consistently. We demonstrate a scalable scheduling harness thatexploits CPU worker parallelism and batch sizing to accelerate benchmarks without introducing statistical drift. Usingthe SignalIntelligenceSystem threading architecture, ourresults show near-linear throughput&hellip;&nbsp;<a href=\"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?p=3698\" rel=\"bookmark\"><span class=\"screen-reader-text\">Scheduling and Parallelism in RF Benchmarks: Throughput Without Drift<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":1779,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"categories":[10],"tags":[],"class_list":["post-3698","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-signal_scythe"],"_links":{"self":[{"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/posts\/3698","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3698"}],"version-history":[{"count":1,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/posts\/3698\/revisions"}],"predecessor-version":[{"id":3699,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/posts\/3698\/revisions\/3699"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/media\/1779"}],"wp:attachment":[{"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3698"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3698"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3698"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}