{"id":642372,"date":"2020-03-12T14:04:57","date_gmt":"2020-03-12T21:04:57","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-research-item&#038;p=642372"},"modified":"2020-03-12T14:45:37","modified_gmt":"2020-03-12T21:45:37","slug":"long-tail-hardware-turning-device-concepts-into-viable-low-volume-products","status":"publish","type":"msr-research-item","link":"https:\/\/www.microsoft.com\/en-us\/research\/publication\/long-tail-hardware-turning-device-concepts-into-viable-low-volume-products\/","title":{"rendered":"Long Tail Hardware: Turning Device Concepts Into Viable Low Volume Products"},"content":{"rendered":"<p>At a time when the technology industry is embracing powerful new algorithms and cloud computing, continued innovation in hardware is essential. In addition to the growing storage and computation requirements of data centers and edge computers, hardware devices provide the critical gateway through which our systems receive input and provide output. Whether it is intentional user interaction, continuous context sensing, situated information display, environmental monitoring, or industrial control, we are more dependent on interactive and embedded hardware products than ever. Indeed, as the Internet of Things grows, many predict a dramatic growth in both the number and type of such devices. A key factor in this growth is the ability of those working in hardware to develop innovative devices with new forms and functions.<\/p>\n<p>Hardware development can be split into two phases: first, a period of ideation, prototyping and design iteration leads to new device concepts; and then fruitful concepts transition beyond the basic prototype. The latter phase typically involves creating hundreds or thousands of copies of a prototype\u2014either pre-production evaluation samples or a fully fledged low volume product. The hardware device research community and the industry it serves have developed many tools and techniques to aid in the ideation, prototyping, and design iteration phase mentioned above. However, based on our firsthand experience coupled with the observation of others, we frequently see a bottleneck in the subsequent phase\u2014the transition from a working prototype to a viable product.\u00a0 The challenge of this bottleneck, its root causes, and the potential benefits of overcoming it are the subject of this<br \/>\ncolumn.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>At a time when the technology industry is embracing powerful new algorithms and cloud computing, continued innovation in hardware is essential. In addition to the growing storage and computation requirements of data centers and edge computers, hardware devices provide the critical gateway through which our systems receive input and provide output. Whether it is intentional [&hellip;]<\/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":"","msr-author-ordering":[{"type":"user_nicename","value":"Steve Hodges","user_id":"33628"},{"type":"user_nicename","value":"Nicholas Chen","user_id":"33069"}],"msr_publishername":"","msr_publisher_other":"","msr_booktitle":"","msr_chapter":"","msr_edition":"","msr_editors":"","msr_how_published":"","msr_isbn":"","msr_issue":"4","msr_journal":"IEEE Pervasive Computing","msr_number":"","msr_organization":"","msr_pages_string":"","msr_page_range_start":"51","msr_page_range_end":"59","msr_series":"","msr_volume":"18","msr_copyright":"","msr_conference_name":"","msr_doi":"","msr_arxiv_id":"","msr_s2_paper_id":"","msr_mag_id":"","msr_pubmed_id":"","msr_other_authors":"","msr_other_contributors":"","msr_speaker":"","msr_award":"","msr_affiliation":"","msr_institution":"","msr_host":"","msr_version":"","msr_duration":"","msr_original_fields_of_study":"","msr_release_tracker_id":"","msr_s2_match_type":"","msr_citation_count_updated":"","msr_published_date":"2019-12-1","msr_highlight_text":"","msr_notes":"","msr_longbiography":"","msr_publicationurl":"","msr_external_url":"","msr_secondary_video_url":"","msr_conference_url":"","msr_journal_url":"","msr_s2_pdf_url":"","msr_year":0,"msr_citation_count":0,"msr_influential_citations":0,"msr_reference_count":0,"msr_s2_match_confidence":0,"msr_microsoftintellectualproperty":true,"msr_s2_open_access":false,"msr_s2_author_ids":[],"msr_pub_ids":[],"msr_hide_image_in_river":0,"footnotes":""},"msr-research-highlight":[],"research-area":[13552],"msr-publication-type":[193715],"msr-publisher":[],"msr-focus-area":[],"msr-locale":[268875],"msr-post-option":[],"msr-field-of-study":[],"msr-conference":[],"msr-journal":[],"msr-impact-theme":[],"msr-pillar":[],"class_list":["post-642372","msr-research-item","type-msr-research-item","status-publish","hentry","msr-research-area-hardware-devices","msr-locale-en_us"],"msr_publishername":"","msr_edition":"","msr_affiliation":"","msr_published_date":"2019-12-1","msr_host":"","msr_duration":"","msr_version":"","msr_speaker":"","msr_other_contributors":"","msr_booktitle":"","msr_pages_string":"","msr_chapter":"","msr_isbn":"","msr_journal":"IEEE Pervasive Computing","msr_volume":"18","msr_number":"","msr_editors":"","msr_series":"","msr_issue":"4","msr_organization":"","msr_how_published":"","msr_notes":"","msr_highlight_text":"","msr_release_tracker_id":"","msr_original_fields_of_study":"","msr_download_urls":"","msr_external_url":"","msr_secondary_video_url":"","msr_longbiography":"","msr_microsoftintellectualproperty":1,"msr_main_download":"","msr_publicationurl":"","msr_doi":"","msr_publication_uploader":[{"type":"file","viewUrl":"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/03\/long-tail-hardware.pdf","id":"642708","title":"long-tail-hardware","label_id":"243132","label":0},{"type":"url","viewUrl":"false","id":"false","title":"https:\/\/ieeexplore.ieee.org\/document\/8968794","label_id":"243109","label":0},{"type":"doi","viewUrl":"false","id":"false","title":"10.1109\/MPRV.2019.2947966","label_id":"243106","label":0}],"msr_related_uploader":"","msr_citation_count":0,"msr_citation_count_updated":"","msr_s2_paper_id":"","msr_influential_citations":0,"msr_reference_count":0,"msr_arxiv_id":"","msr_s2_author_ids":[],"msr_s2_open_access":false,"msr_s2_pdf_url":null,"msr_attachments":[{"id":642708,"url":"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/03\/long-tail-hardware.pdf"}],"msr-author-ordering":[{"type":"user_nicename","value":"Steve Hodges","user_id":33628,"rest_url":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/microsoft-research\/v1\/researchers?person=Steve Hodges"},{"type":"user_nicename","value":"Nicholas Chen","user_id":33069,"rest_url":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/microsoft-research\/v1\/researchers?person=Nicholas Chen"}],"msr_impact_theme":[],"msr_research_lab":[199561],"msr_event":[],"msr_group":[],"msr_project":[642720],"publication":[],"video":[],"msr-tool":[],"msr_publication_type":"article","related_content":{"projects":[{"ID":642720,"post_title":"Democratizing Hardware Initiative","post_name":"long-tail-hardware","post_type":"msr-project","post_date":"2020-03-12 14:12:40","post_modified":"2023-11-28 10:44:52","post_status":"publish","permalink":"https:\/\/www.microsoft.com\/en-us\/research\/project\/long-tail-hardware\/","post_excerpt":"Currently, developing new electronic devices requires significant expertise and resource, and such hardware products are often only practical at scale. We want to make the design and manufacture of new electronic devices quicker, cheaper, easier and more accessible. We feel that software development and delivery has been democratized over the past twenty years, and now we want to democratize hardware! We think of electronic device creation in two main stages: designing a prototype, and transitioning&hellip;","_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/642720"}]}}]},"_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-research-item\/642372","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-research-item"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-research-item"}],"version-history":[{"count":2,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-research-item\/642372\/revisions"}],"predecessor-version":[{"id":642711,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-research-item\/642372\/revisions\/642711"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=642372"}],"wp:term":[{"taxonomy":"msr-research-highlight","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-research-highlight?post=642372"},{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=642372"},{"taxonomy":"msr-publication-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-publication-type?post=642372"},{"taxonomy":"msr-publisher","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-publisher?post=642372"},{"taxonomy":"msr-focus-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-focus-area?post=642372"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=642372"},{"taxonomy":"msr-post-option","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-post-option?post=642372"},{"taxonomy":"msr-field-of-study","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-field-of-study?post=642372"},{"taxonomy":"msr-conference","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-conference?post=642372"},{"taxonomy":"msr-journal","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-journal?post=642372"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=642372"},{"taxonomy":"msr-pillar","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-pillar?post=642372"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}