{"id":187,"date":"2016-09-11T16:43:34","date_gmt":"2016-09-11T14:43:34","guid":{"rendered":"http:\/\/users.utu.fi\/spakan\/?page_id=187"},"modified":"2023-10-08T00:11:51","modified_gmt":"2023-10-07T22:11:51","slug":"research","status":"publish","type":"page","link":"https:\/\/users.utu.fi\/spakan\/research\/","title":{"rendered":"Research"},"content":{"rendered":"<p><strong>Broad Interests<\/strong><\/p>\n<p>Heterogeneous computer systems and architectures<\/p>\n<p>Systems software for run-time power\/performance optimization<\/p>\n<p>Embedded- and Edge- AI\/ML<\/p>\n<p><strong>On-going Activities<\/strong><\/p>\n<p>Computational adaptivity in multi-modal machine learning<\/p>\n<p>Resource efficient distributed DNN inference on collaborative heterogeneous edge clusters<\/p>\n<p><strong>Past Activities<\/strong><\/p>\n<p><em>On-line learning and self-awareness for run-time system software<\/em><\/p>\n<p><em>Power\/Performance optimization of Embedded Heterogeneous Multi-core Systems<\/em><\/p>\n<p><em>Dynamic Approximation for Power\/Performance Management<\/em><\/p>\n<p><em>Resource Management of Many-core Systems <\/em><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Broad Interests Heterogeneous computer systems and architectures Systems software for run-time power\/performance optimization Embedded- and Edge- AI\/ML On-going Activities Computational adaptivity in multi-modal machine learning Resource efficient distributed DNN inference on collaborative heterogeneous edge clusters Past Activities On-line learning and self-awareness for run-time system software Power\/Performance optimization of Embedded Heterogeneous Multi-core Systems Dynamic Approximation for [&hellip;]<\/p>\n","protected":false},"author":66,"featured_media":0,"parent":0,"menu_order":2,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-187","page","type-page","status-publish","czr-hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/users.utu.fi\/spakan\/wp-json\/wp\/v2\/pages\/187","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/users.utu.fi\/spakan\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/users.utu.fi\/spakan\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/users.utu.fi\/spakan\/wp-json\/wp\/v2\/users\/66"}],"replies":[{"embeddable":true,"href":"https:\/\/users.utu.fi\/spakan\/wp-json\/wp\/v2\/comments?post=187"}],"version-history":[{"count":18,"href":"https:\/\/users.utu.fi\/spakan\/wp-json\/wp\/v2\/pages\/187\/revisions"}],"predecessor-version":[{"id":716,"href":"https:\/\/users.utu.fi\/spakan\/wp-json\/wp\/v2\/pages\/187\/revisions\/716"}],"wp:attachment":[{"href":"https:\/\/users.utu.fi\/spakan\/wp-json\/wp\/v2\/media?parent=187"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}