{"id":601332,"date":"2019-08-07T09:10:35","date_gmt":"2019-08-07T16:10:35","guid":{"rendered":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/?p=601332"},"modified":"2020-08-03T08:29:49","modified_gmt":"2020-08-03T15:29:49","slug":"optics-for-the-cloud-research-alliance-establishes-collaborative-research-approach-to-improving-cloud-technology","status":"publish","type":"post","link":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\/optics-for-the-cloud-research-alliance-establishes-collaborative-research-approach-to-improving-cloud-technology\/","title":{"rendered":"Optics for the Cloud Research Alliance establishes collaborative research approach to improving cloud technology"},"content":{"rendered":"<p>The cloud is an enormous success story. Microsoft Azure, the company\u2019s cloud offering, was launched in 2010. It has grown by more than ten times in the past five years and is now operating <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/map.buildazure.com\">in 54 regions around the world<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>. Azure Chief Technology Officer, Mark Russinovich, asserts that \u201cthe fundamental disruption that the cloud is creating is based on instant access to compute and infinite storage\u201d and thereby sets challenging targets for key cloud infrastructure across storage, networking, and compute.<\/p>\n<p>There are, however, imminent barriers the cloud faces. Technology growth curves, across almost all cloud resources, are starting to (or are expected to) tail off (see Figure 1). A key reason for this is that current infrastructure technologies were conceived before the cloud era, so these legacy technologies are unsuited to address today\u2019s ever-evolving cloud environment. This means that disruptive, not incremental, innovation is needed to find alternative technologies for cloud infrastructure.<\/p>\n<div id=\"attachment_602205\" style=\"width: 1034px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/optics_for_the_cloud_fig_1-5d49ae2fc244b.jpg\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-602205\" class=\"wp-image-602205 size-large\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/optics_for_the_cloud_fig_1-5d49ae2fc244b-1024x447.jpg\" alt=\"Figure 1: Barriers to current cloud technology are imminent across three key areas. The graphs illustrate how we have been able to deliver exponential growth in performance at approximately the same cost by pushing existing technologies, but they also show how these existing technologies are running out of steam (dashed lines) to meet future demands. The end of Moore\u2019s Law in compute, similar phenomena in storage and networking (also due to the limitations of CMOS scaling), and the fact that data volume is growing at an exponential rate are all issues for cloud technology in its current state.\" width=\"1024\" height=\"447\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/optics_for_the_cloud_fig_1-5d49ae2fc244b-1024x447.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/optics_for_the_cloud_fig_1-5d49ae2fc244b-300x131.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/optics_for_the_cloud_fig_1-5d49ae2fc244b-768x335.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/optics_for_the_cloud_fig_1-5d49ae2fc244b.jpg 1373w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><p id=\"caption-attachment-602205\" class=\"wp-caption-text\">Figure 1: Barriers to current cloud technology are imminent across three key areas. The graphs illustrate how we have been able to deliver exponential growth in performance at approximately the same cost by pushing existing technologies, but they also show how these existing technologies are running out of steam (dashed lines) to meet future demands. The end of Moore\u2019s Law in compute, similar phenomena in storage and networking (also due to the limitations of CMOS scaling), and the fact that data volume is growing at an exponential rate are all issues for cloud technology in its current state.<\/p><\/div>\n<p>To accelerate this innovation in optics for the cloud, we have started collaborations with top optics groups at universities on related research questions as well as building up our own cross-disciplinary team and facilities in house. Today, our <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/group\/optics-for-the-cloud\/#!people\">Optics for the Cloud<\/a> team has almost 30 people working on projects across three dimensions: storage, networking, and compute (see Figure 2). A big step toward advancing the field of optics in these three areas, while ensuring a high-level of ambition and innovation necessary to really impact the cloud space, is creation of the Optics for the Cloud Research Alliance, which is designed to uniquely facilitate new research between universities and Microsoft Research.<\/p>\n<div id=\"attachment_602346\" style=\"width: 1034px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/fig-2_optics_for_cloud.jpg\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-602346\" class=\"wp-image-602346 size-large\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/fig-2_optics_for_cloud-1024x455.jpg\" alt=\"Figure 2: We are inventing new disruptive optical technologies for the Cloud that enable new growth as shown here. Using these new technologies and collaborating through programs like the Optics for the Cloud Research Alliance, we hope to make large advances in all three areas using optical solutions.\" width=\"1024\" height=\"455\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/fig-2_optics_for_cloud-1024x455.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/fig-2_optics_for_cloud-300x133.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/fig-2_optics_for_cloud-768x341.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/fig-2_optics_for_cloud.jpg 1369w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><p id=\"caption-attachment-602346\" class=\"wp-caption-text\">Figure 2: We are inventing new disruptive optical technologies for the Cloud that enable new growth as shown here. Using these new technologies and collaborating through programs like the Optics for the Cloud Research Alliance, we hope to make large advances in all three areas using optical solutions.<\/p><\/div>\n<p>The alliance comprises six universities: \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Eindhoven University of Technology (TU\/e), University College London (UCL), University of California, Santa Barbara (UCSB), University of Cambridge, and the University of Southampton, with discussions underway with several other universities.<\/p>\n<blockquote><p><strong>\u201cOptics for the Cloud is our first chance to bring intelligence into optics to open up applications in the digital world that we haven\u2019t even thought of. To create a world where optical fibers and systems are more than dumb pipes!\u201d<\/strong>\u2013Polina Bayvel, professor of Optical Communications at University College London and head of the EPSRC TRANSNET Programme.<\/p><\/blockquote>\n<p>The alliance takes a multi-disciplinary approach to tackle big and open challenges, focusing on pre-competitive research questions, and with the aim of enabling greater adoption of optical technologies in cloud infrastructure. The research spans a significant part of the cloud ecosystem, ranging from photonics fabrication, via optical system and sub-system design, to co-design and integration with the rest of the data center stack.<\/p>\n<p>One of the keys to the alliance is that it is mutually beneficial for optics research at both the universities involved and Microsoft. Universities, which tend to think five-to-ten years into the future, can have their research findings and fundamental advancements influence the development of next-generation cloud technology. Microsoft, on the other hand, can collaborate on long-term, mostly pre-competitive research ideas with leading research groups in the field and nurture the talent that is necessary for the field to grow and flourish.<\/p>\n<p>\u201c\u2026Research can go and look further out ahead, 3, 4, or more years down the road, start to work on technologies that are risky, where there are a lot of unknown questions, knowing that if those questions get solved and we can figure out how to incorporate the solutions into engineering systems in Azure, this can create enormous impact, really change the way that customers build applications and make use of the cloud,\u201d says Ant Rowstron, head of the Optics for the Cloud team at Microsoft Research Cambridge.<\/p>\n<p>This type of collaboration leads to faster advances in the technology and shifts thinking to a broader perspective for all researchers involved. \u201cYes, we do need to invent, but the invention is a small part of what is needed to make something\u2014in volume\u2014faster, cheaper, and better. That\u2019s why I\u2019m so keen to work with Microsoft\u2014because that\u2019s something they know about and we don\u2019t,\u201d says Sir David Payne.<\/p>\n<p>In order to further support research and grow the network for the alliance, Microsoft funds a cohort of, currently, ten three-year PhD scholarships, which target long-term problems and aim to advance the state of the art through forward-looking fundamental research that will be published in prestigious channels.<\/p>\n<blockquote><p><strong>\u201cIndustry and universities have different cultures, and those cultures should be celebrated.\u201d<\/strong>\u2013Sir David Payne, director of the Optoelectronics Research Centre and professor at University of Southampton<\/p><\/blockquote>\n<p>Each PhD student is hosted and supervised by a university faculty member and co-supervised by a Microsoft researcher. The students also benefit from discussion, insights, and feedback from practitioners at Microsoft and, more broadly, through greater interaction with partners in industry and academia.<\/p>\n<p>\u201cIn my experience, research has the greatest impact when different disciplines interact and researchers learn to communicate across traditional boundaries,\u201d says Dan Blumenthal, head of the Optical Communications and Photonic Integration Group and professor at UCSB. \u201cThe initial investment in time and resources involved in bringing together experts from different layers of the network and communication stack leads to rapid acceleration in the pace of innovation.&#8221;<\/p>\n<p>The recent collaboration with UCL PhD Student Kari Clark is a great example of how the Optics for the Cloud Research Alliance can benefit the research and ultimately the student through joint investigation. Kari and his supervisor, Zhixin Liu, worked closely with researchers at Microsoft Research Cambridge to tackle the problem of sub-nanosecond clock and data recovery, a critical technology to enable the long-term vision of all-optical data center networks. The specific solution devised by the team shows the benefits of researchers from different disciplines working together and from adopting a clean-slate approach tailored to the cloud environment and cloud workloads. In this case, it led to a radically different and practical solution to a long-standing problem in the networking space. The results of this research have been published jointly as a post-deadline paper at <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/www.ecoc2018.org\/\">the 44th European Conference on Optical Communication<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, and Kari was awarded the prestigious <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/www.ucl.ac.uk\/transnet-programme\/news\/2018\/nov\/phd-student-kari-clark-wins-epsrc-connected-nation-pioneers-competition\">EPSRC Connected Nation Pioneers Competition for his innovative work<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>.<\/p>\n<div id=\"attachment_601440\" style=\"width: 1034px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/optics_for_the_cloud_fig_3.png\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-601440\" class=\"wp-image-601440 size-large\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/optics_for_the_cloud_fig_3-1024x602.png\" alt=\"Professors, PhD students, and Microsoft researchers benefit from the collaborative spirit of the Optics for the Cloud Research Alliance.\" width=\"1024\" height=\"602\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/optics_for_the_cloud_fig_3-1024x602.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/optics_for_the_cloud_fig_3-300x176.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/optics_for_the_cloud_fig_3-768x452.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/optics_for_the_cloud_fig_3.png 1251w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><p id=\"caption-attachment-601440\" class=\"wp-caption-text\">Professors, PhD students, and Microsoft researchers benefit from the collaborative spirit of the Optics for the Cloud Research Alliance.<\/p><\/div>\n<p>Concurrently, Optics for the Cloud is a key research theme at Microsoft Research Cambridge and includes projects like the networking-focused <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/project\/sirius\/\">Project Sirius<\/a>, <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/project\/iris\/\">Project Iris<\/a>, and storage-focused <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/project\/project-silica\/\">Project Silica<\/a>. To illustrate how we are driving optics innovation across these projects in-house while collaborating with alliance members, let\u2019s examine how Project Silica has developed since its inception.<\/p>\n<p>Project Silica aims to create a new data storage system for long-lived archival data within the cloud, known as cold storage. It uses a new high capacity optical storage technique based on five-dimensional writing of data into silica glass with femtosecond laser pulses. It is a collaboration with the University of Southampton and began with fundamental advances at the university in femtosecond material processing and the realization that the effect could be used to store data.<\/p>\n<p>On recognizing the potential of this technology, Microsoft Research Cambridge has been able to bring a large, interdisciplinary research team with skills in microscopy, electronics, computer systems, and storage system design to the collaboration. In fact, there are many scientific research challenges beyond the physical effect, and Microsoft Research brings a proven track record in taking research in storage systems through to impact.<\/p>\n<p>At Southampton, the University has been able to concentrate on understanding the fundamentals of the physical effect and rely on Microsoft to use the power of the cloud and big data techniques to analyze samples and understand the best way to scale each advance to maximum effect. Even Microsoft&#8217;s world-leading skills in machine learning have been used to vastly increase the capacity and speed of the prototype storage systems under development.<\/p>\n<blockquote><p><strong>\u201cThe biggest discoveries arise when different technologies come together. Cross-disciplinary research will definitely bring benefits.\u201d<\/strong>\u2013Peter Kazansky, professor at the Optoelectronics Research Centre at University of Southampton<\/p><\/blockquote>\n<p>We are confident that current and future alliance members will benefit from the synergies between leading academic teams and Microsoft Research. Through the alliance, teamwork between universities and Microsoft Research Cambridge continues to grow in new ways and seeks to expand to new projects, working toward innovative solutions for challenges in cloud computing at a global scale.<\/p>\n<p>The benefits for Microsoft are tangible, as Mark Russinovich sees it. \u201cWe don\u2019t believe that all the great ideas come from Microsoft. Ideas come from lots of places, so it\u2019s really important that we work with the entire ecosystem, academia and industry, to find the best talent and the best ideas, and nurture them.\u201d He goes on to assert the joint effort is mutually important to the universities as well. \u201cThat\u2019s exciting work for people in academia, to go after things that, when they solve them, have the power to transform the world.\u201d<\/p>\n<p>For more information, go to <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/group\/optics-for-the-cloud\/\">cm-edgetun.pages.dev\/en-us\/research\/group\/optics-for-the-cloud\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The cloud is an enormous success story. Microsoft Azure, the company\u2019s cloud offering, was launched in 2010. It has grown by more than ten times in the past five years and is now operating in 54 regions around the world. Azure Chief Technology Officer, Mark Russinovich, asserts that \u201cthe fundamental disruption that the cloud is [&hellip;]<\/p>\n","protected":false},"author":38022,"featured_media":602352,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr-author-ordering":null,"msr_hide_image_in_river":0,"footnotes":""},"categories":[194467],"tags":[],"research-area":[13556],"msr-region":[],"msr-event-type":[],"msr-locale":[268875],"msr-post-option":[],"msr-impact-theme":[],"msr-promo-type":[],"msr-podcast-series":[],"class_list":["post-601332","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artifical-intelligence","msr-research-area-artificial-intelligence","msr-locale-en_us"],"msr_event_details":{"start":"","end":"","location":""},"podcast_url":"","podcast_episode":"","msr_research_lab":[199561],"msr_impact_theme":[],"related-publications":[],"related-downloads":[],"related-videos":[],"related-academic-programs":[],"related-groups":[679395],"related-projects":[438654,438660,433749],"related-events":[],"related-researchers":[{"type":"guest","value":"tom-empson","user_id":"601419","display_name":"Tom  Empson","author_link":"<a href=\"https:\/\/www.linkedin.com\/in\/tom-empson-856554\/\" aria-label=\"Visit the profile page for Tom  Empson\">Tom  Empson<\/a>","is_active":true,"last_first":"Empson, Tom ","people_section":0,"alias":"tom-empson"}],"msr_type":"Post","featured_image_thumbnail":"<img width=\"960\" height=\"540\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/Graphic-for-Optics-Post_07_2019_Site_1400x788-960x540.png\" class=\"img-object-cover\" alt=\"a close up of a map\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/Graphic-for-Optics-Post_07_2019_Site_1400x788-960x540.png 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/Graphic-for-Optics-Post_07_2019_Site_1400x788-300x169.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/Graphic-for-Optics-Post_07_2019_Site_1400x788-768x432.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/Graphic-for-Optics-Post_07_2019_Site_1400x788-1024x576.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/Graphic-for-Optics-Post_07_2019_Site_1400x788-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/Graphic-for-Optics-Post_07_2019_Site_1400x788-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/Graphic-for-Optics-Post_07_2019_Site_1400x788-343x193.png 343w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/Graphic-for-Optics-Post_07_2019_Site_1400x788-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/Graphic-for-Optics-Post_07_2019_Site_1400x788-1280x720.png 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2019\/08\/Graphic-for-Optics-Post_07_2019_Site_1400x788.png 1400w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/>","byline":"<a href=\"https:\/\/www.linkedin.com\/in\/tom-empson-856554\/\" title=\"Go to researcher profile for Tom  Empson\" aria-label=\"Go to researcher profile for Tom  Empson\" data-bi-type=\"byline author\" data-bi-cN=\"Tom  Empson\">Tom  Empson<\/a> and Scarlet Schwiderski-Grosche","formattedDate":"August 7, 2019","formattedExcerpt":"The cloud is an enormous success story. Microsoft Azure, the company\u2019s cloud offering, was launched in 2010. It has grown by more than ten times in the past five years and is now operating in 54 regions around the world. Azure Chief Technology Officer, Mark&hellip;","locale":{"slug":"en_us","name":"English","native":"","english":"English"},"_links":{"self":[{"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/posts\/601332","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/users\/38022"}],"replies":[{"embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/comments?post=601332"}],"version-history":[{"count":19,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/posts\/601332\/revisions"}],"predecessor-version":[{"id":681612,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/posts\/601332\/revisions\/681612"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/media\/602352"}],"wp:attachment":[{"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/media?parent=601332"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/categories?post=601332"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/tags?post=601332"},{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=601332"},{"taxonomy":"msr-region","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-region?post=601332"},{"taxonomy":"msr-event-type","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-event-type?post=601332"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=601332"},{"taxonomy":"msr-post-option","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-post-option?post=601332"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=601332"},{"taxonomy":"msr-promo-type","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-promo-type?post=601332"},{"taxonomy":"msr-podcast-series","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-podcast-series?post=601332"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}