{"id":169533,"date":"2008-02-07T15:13:27","date_gmt":"2008-02-07T15:13:27","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/project\/doloto\/"},"modified":"2019-08-19T09:59:48","modified_gmt":"2019-08-19T16:59:48","slug":"doloto","status":"publish","type":"msr-project","link":"https:\/\/www.microsoft.com\/en-us\/research\/project\/doloto\/","title":{"rendered":"Doloto"},"content":{"rendered":"<p class=\"asset-content\"><span id=\"073a9420-1f86-489a-895a-6a79bb7a7e7b\" class=\"ImageBlock fn\"><img decoding=\"async\" id=\"Image073a9420-1f86-489a-895a-6a79bb7a7e7b\" class=\"BorderedImageWrapper alignleft\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2016\/02\/doloto-logo2.png\" alt=\"\" \/><span id=\"ImageCaption073a9420-1f86-489a-895a-6a79bb7a7e7b\" class=\"ImageCaptionCoreCss ImageCaption\"><\/span><\/span>Doloto stands for Download Time Optimizer and is also the <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"http:\/\/ru.wikipedia.org\/wiki\/%D0%94%D0%BE%D0%BB%D0%BE%D1%82%D0%BE\">Russian word<\/a> for <i>chisel<\/i>.<\/p>\n\t\t\t<div class=\"moray-accordion\" data-show=\"false\">\n\t\t\t\t\t\t\t<div class=\"clearfix\">\n\t\t\t\t\t<div\n\t\t\t\t\t\tclass=\"btn-group align-items-center mb-g float-sm-right\"\n\t\t\t\t\t\trole=\"group\"\n\t\t\t\t\t\tdata-mount=\"collapse-controls\"\n\t\t\t\t\t\tdata-bi-aN=\"accordion-collapse-controls\"\n\t\t\t\t\t\tdata-target=\"#accordion-1\">\n\t\t\t\t\t\t<button class=\"btn btn-link m-0\" aria-disabled=\"false\" aria-pressed=\"false\" data-action=\"expand\" type=\"button\" data-bi-cN=\"Expand all\">Expand all<\/button>\n\t\t\t\t\t\t<span aria-hidden=\"true\"> | <\/span>\n\t\t\t\t\t\t<button class=\"btn btn-link m-0\" aria-disabled=\"false\" aria-pressed=\"false\" data-action=\"collapse\" type=\"button\" data-bi-cN=\"Collapse all\">Collapse all<\/button>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<ul class=\"accordion\" id=\"accordion-1\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"m-0\">\n\t\t\t<h4 class=\"accordion-header\">\n\t\t\t\t<button\n\t\t\t\t\tclass=\"btn btn-collapse m-0\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tdata-mount=\"collapse\"\n\t\t\t\t\tdata-target=\"#collapse-2\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"collapse-2\">\n\t\tProblem\t\t\t\t<\/button>\n\t\t\t<\/h4>\n\t\t\t<div class=\"collapse\" id=\"collapse-2\">\n\t\t\t\t<div class=\"accordion-body\">\n\t\t\t\t\t\t\t\t\t\t<p>Modern Web 2.0 applications, such as GMail, Live Maps, Facebook and many others, use a combination of Dynamic HTML, JavaScript and other Web browser technologies commonly referred as AJAX to push page generation and content manipulation to the client web browser. This improves the responsiveness of these network-bound applications, but the shift of application execution from a back-end server to the client also often dramatically increases the amount of code that must first be downloaded to the browser. This creates an unfortunate Catch-22: to create responsive distributed Web 2.0 applications developers move code to the client, but for an application to be responsive, the code must first be transferred there, which takes time.<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/li>\n\t\t\t\t\t\t<li class=\"m-0\">\n\t\t\t<h4 class=\"accordion-header\">\n\t\t\t\t<button\n\t\t\t\t\tclass=\"btn btn-collapse m-0\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tdata-mount=\"collapse\"\n\t\t\t\t\tdata-target=\"#collapse-3\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"collapse-3\">\n\t\tSolution\t\t\t\t<\/button>\n\t\t\t<\/h4>\n\t\t\t<div class=\"collapse\" id=\"collapse-3\">\n\t\t\t\t<div class=\"accordion-body\">\n\t\t\t\t\t\t\t\t\t\t<p>Doloto is a system that analyzes application workloads and automatically performs code splitting of existing large Web 2.0 applications. After being processed by Doloto, an application will initially transfer only the portion of code necessary for application initialization. The rest of the application&#8217;s code is replaced by short stubs &#8212; their actual function code is transferred lazily in the background or, at the latest, on-demand on first execution. Since code download is interleaved with application execution, users can start interacting with the Web application much sooner, without waiting for the code that implements extra, unused features.<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/li>\n\t\t\t\t\t\t<li class=\"m-0\">\n\t\t\t<h4 class=\"accordion-header\">\n\t\t\t\t<button\n\t\t\t\t\tclass=\"btn btn-collapse m-0\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tdata-mount=\"collapse\"\n\t\t\t\t\tdata-target=\"#collapse-4\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"collapse-4\">\n\t\tExperimental Results\t\t\t\t<\/button>\n\t\t\t<\/h4>\n\t\t\t<div class=\"collapse\" id=\"collapse-4\">\n\t\t\t\t<div class=\"accordion-body\">\n\t\t\t\t\t\t\t\t\t\t<p>To demonstrate the effectiveness of Doloto in practice, we have performed experiments on five large widely-used Web 2.0 applications. Doloto reduces the size of initial application code download by hundreds of kilobytes or as much as 50% of the original download size.<div style=\"width: 497px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" id=\"Image1fe3126b-4829-4b86-9ac3-5bb646d15b13\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2016\/02\/doloto-size-comp.png\" width=\"487\" height=\"260\" \/><p class=\"wp-caption-text\">Original and Doloto sizes, in bytes, when loading these sites<\/p><\/div><\/p>\n<p>The time to download and begin interacting with large applications is reduced by 20-40% or dozens of seconds as shown below, depending on the application and wide-area network conditions.<\/p>\n<div style=\"width: 501px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" id=\"Image091ff61f-11b6-441d-9313-b759d4afded0\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2016\/02\/doloto-time-comp.png\" width=\"491\" height=\"294\" \/><p class=\"wp-caption-text\">Time savings, in seconds, achieved through Doloto when loading these sites<\/p><\/div>\n<p align=\"center\"><span id=\"073a9420-1f86-489a-895a-6a79bb7a7e7b\" class=\"ImageBlock fn\"><span id=\"ImageCaption073a9420-1f86-489a-895a-6a79bb7a7e7b\" class=\"ImageCaptionCoreCss ImageCaption\">\u00a0<\/span><\/span><\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/li>\n\t\t\t\t\t\t<li class=\"m-0\">\n\t\t\t<h4 class=\"accordion-header\">\n\t\t\t\t<button\n\t\t\t\t\tclass=\"btn btn-collapse m-0\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tdata-mount=\"collapse\"\n\t\t\t\t\tdata-target=\"#collapse-5\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"collapse-5\">\n\t\tDocuments\t\t\t\t<\/button>\n\t\t\t<\/h4>\n\t\t\t<div class=\"collapse\" id=\"collapse-5\">\n\t\t\t\t<div class=\"accordion-body\">\n\t\t\t\t\t\t\t\t\t\t<ul>\n<li>Summary <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2016\/02\/doloto-summary.pdf\" target=\"_self\" rel=\"noopener noreferrer\">document <\/a>(1 page)<\/li>\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2016\/02\/doloto-doloto-fse08.pptx\" target=\"_self\" rel=\"noopener noreferrer\">Doloto presentation<\/a>\u00a0for FSE&#8217;08<\/li>\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2016\/02\/doloto-velocity08.pptx\">Presentation<\/a> at <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"http:\/\/en.oreilly.com\/velocity2008\/public\/content\/home\">O&#8217;Reilly Velocity 2008 conference<\/a>.<\/li>\n<li>A <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/uploads\/prod\/2016\/02\/doloto-fse08.pdf\">paper in FSE&#8217;08<\/a> describing Doloto.<\/li>\n<li>A more recent MSR technical report describing Doloto.<\/li>\n<li>An older MSR technical report presenting an analytical model for code splitting.<\/li>\n<\/ul>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\n\t\t\n","protected":false},"excerpt":{"rendered":"<p>Doloto stands for Download Time Optimizer and is also the Russian word for chisel.<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","footnotes":""},"research-area":[13556,13560],"msr-locale":[268875],"msr-impact-theme":[],"msr-pillar":[],"class_list":["post-169533","msr-project","type-msr-project","status-publish","hentry","msr-research-area-artificial-intelligence","msr-research-area-programming-languages-software-engineering","msr-locale-en_us","msr-archive-status-active"],"msr_project_start":"2008-02-07","related-publications":[153172,154720,160262],"related-downloads":[],"related-videos":[],"related-groups":[],"related-events":[],"related-opportunities":[],"related-posts":[307343],"related-articles":[],"tab-content":[],"slides":[],"related-researchers":[{"type":"user_nicename","display_name":"Emre Kiciman","user_id":31739,"people_section":"Group 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