{"id":3748,"date":"2025-09-25T01:57:58","date_gmt":"2025-09-25T01:57:58","guid":{"rendered":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?p=3748"},"modified":"2025-09-25T01:57:59","modified_gmt":"2025-09-25T01:57:59","slug":"cross-attention-routing-between-heterogeneous-systems","status":"publish","type":"post","link":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?p=3748","title":{"rendered":"Cross-Attention Routing Between Heterogeneous Systems"},"content":{"rendered":"\n<p><\/p>\n\n\n\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=\"EZ0fwPRJib\"><a href=\"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?page_id=3745\">Cross-Attention Routing Between Heterogeneous Systems<\/a><\/blockquote><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;Cross-Attention Routing Between Heterogeneous Systems&#8221; &#8212; Spectrcyde\" src=\"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?page_id=3745&#038;embed=true#?secret=X4IawLLwJ3#?secret=EZ0fwPRJib\" data-secret=\"EZ0fwPRJib\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>We study a cross-attention message router that<br>selects targets by combining capability match, performance weighting, and reliability scoring, with multi-head routing and a KV<br>cache for repeated queries. Against round-robin and capabilityonly baselines, cross-attention improves capability satisfaction,<br>end-to-end latency, and reliability-weighted success. We also<br>quantify routing decision time benefits from the KV routing<br>cache.<\/p>\n\n\n\n<p>#WuqingXinhaoLiandao \/ bgilbert1984<\/p>\n","protected":false},"excerpt":{"rendered":"<p>We study a cross-attention message router thatselects targets by combining capability match, performance weighting, and reliability scoring, with multi-head routing and a KVcache for repeated queries. Against round-robin and capabilityonly baselines, cross-attention improves capability satisfaction,end-to-end latency, and reliability-weighted success. We alsoquantify routing decision time benefits from the KV routingcache. #WuqingXinhaoLiandao \/ bgilbert1984<\/p>\n","protected":false},"author":1,"featured_media":77,"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-3748","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\/3748","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=3748"}],"version-history":[{"count":1,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/posts\/3748\/revisions"}],"predecessor-version":[{"id":3749,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/posts\/3748\/revisions\/3749"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/media\/77"}],"wp:attachment":[{"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3748"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3748"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3748"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}