{"id":13,"date":"2020-08-12T21:02:45","date_gmt":"2020-08-12T20:02:45","guid":{"rendered":"https:\/\/blogs.ncl.ac.uk\/recomp\/?page_id=13"},"modified":"2020-08-12T21:43:39","modified_gmt":"2020-08-12T20:43:39","slug":"presentations","status":"publish","type":"page","link":"https:\/\/blogs.ncl.ac.uk\/recomp\/presentations\/","title":{"rendered":"Presentations"},"content":{"rendered":"\n<p>Presentation of our invited paper given at the IEEE Big Data Congress, 2019. <\/p>\n\n\n\n<figure class=\"wp-block-embed-slideshare wp-block-embed is-type-rich is-provider-slideshare wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Efficient Re-computation of Big Data Analytics Processes in the Presence of Changes\" src=\"\/\/www.slideshare.net\/slideshow\/embed_code\/key\/1BnoypKD7vHSBM\" width=\"427\" height=\"356\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" style=\"border:1px solid #CCC; border-width:1px; margin-bottom:5px; max-width: 100%;\" allowfullscreen> <\/iframe> <div style=\"margin-bottom:5px\"> <strong> <a href=\"https:\/\/www.slideshare.net\/slideshow\/efficient-recomputation-of-big-data-analytics-processes-in-the-presence-of-changes\/154683241\" title=\"Efficient Re-computation of Big Data Analytics Processes in the Presence of Changes\" target=\"_blank\">Efficient Re-computation of Big Data Analytics Processes in the Presence of Changes<\/a> <\/strong> from <strong><a href=\"https:\/\/www.slideshare.net\/pmissier\" target=\"_blank\">Paolo Missier<\/a><\/strong> <\/div>\n<\/div><\/figure>\n\n\n\n<p><a href=\"https:\/\/www.slideshare.net\/pmissier\/efficient-recomputation-of-big-data-analytics-processes-in-the-presence-of-changes\">Efficient Re-computation of Big Data Analytics Processes in the Presence of Changes<\/a> from <a href=\"https:\/\/www.slideshare.net\/pmissier\">Paolo Missier<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator\" \/>\n\n\n\n<p>July, 2018: Paper presentation given at the IPAW 2018 conference. Paper is <a href=\"http:\/\/www.lamsade.dauphine.fr\/~belhajjame\/Program_files\/pdf\/s3_p1.pdf\">here<\/a><\/p>\n\n\n\n<figure class=\"wp-block-embed-slideshare wp-block-embed is-type-rich is-provider-slideshare wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Provenance Annotation and Analysis to Support Process Re-Computation\" src=\"\/\/www.slideshare.net\/slideshow\/embed_code\/key\/eYxvh1NzefDBXj\" width=\"427\" height=\"356\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" style=\"border:1px solid #CCC; border-width:1px; margin-bottom:5px; max-width: 100%;\" allowfullscreen> <\/iframe> <div style=\"margin-bottom:5px\"> <strong> <a href=\"https:\/\/www.slideshare.net\/slideshow\/provenance-annotation-and-analysis-to-support-process-recomputation\/104980022\" title=\"Provenance Annotation and Analysis to Support Process Re-Computation\" target=\"_blank\">Provenance Annotation and Analysis to Support Process Re-Computation<\/a> <\/strong> from <strong><a href=\"https:\/\/www.slideshare.net\/pmissier\" target=\"_blank\">Paolo Missier<\/a><\/strong> <\/div>\n<\/div><\/figure>\n\n\n\n<p><strong><a href=\"https:\/\/www.slideshare.net\/pmissier\/provenance-annotation-and-analysis-to-support-process-recomputation\">Provenance Annotation and Analysis to Support Process Re-Computation<\/a><\/strong> from <strong><a href=\"https:\/\/www.slideshare.net\/pmissier\">Paolo Missier<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator\" \/>\n\n\n\n<p>May, 2018: Invited research seminar at Durham University, Computer Science<\/p>\n\n\n\n<figure class=\"wp-block-embed-slideshare wp-block-embed is-type-rich is-provider-slideshare wp-has-aspect-ratio wp-embed-aspect-4-3\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Selective and incremental re-computation in reaction to changes: an exercise in metadata analytics\" src=\"\/\/www.slideshare.net\/slideshow\/embed_code\/key\/HDWjDGJHlJflmj\" width=\"427\" height=\"356\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" style=\"border:1px solid #CCC; border-width:1px; margin-bottom:5px; max-width: 100%;\" allowfullscreen> <\/iframe> <div style=\"margin-bottom:5px\"> <strong> <a href=\"https:\/\/www.slideshare.net\/pmissier\/selective-and-incremental-recomputation-in-reaction-to-changes-an-exercise-in-metadata-analytics\" title=\"Selective and incremental re-computation in reaction to changes: an exercise in metadata analytics\" target=\"_blank\">Selective and incremental re-computation in reaction to changes: an exercise in metadata analytics<\/a> <\/strong> from <strong><a href=\"https:\/\/www.slideshare.net\/pmissier\" target=\"_blank\">Paolo Missier<\/a><\/strong> <\/div>\n<\/div><\/figure>\n\n\n\n<p><strong><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.slideshare.net\/pmissier\/selective-and-incremental-recomputation-in-reaction-to-changes-an-exercise-in-metadata-analytics\" target=\"_blank\">Selective and incremental re-computation in reaction to changes: an exercise in metadata analytics<\/a><\/strong> from <strong><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.slideshare.net\/pmissier\" target=\"_blank\">Paolo Missier<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator\" \/>\n\n\n\n<p>Feb 2018: A talk at the HPC Opening event at School of Computing, Newcastle University: <a href=\"https:\/\/www.dropbox.com\/s\/5mnnkkardq76qzc\/2018-02-07_Assessing%20the%20extent%20of%20change%20in%20flood%20simulation.pptx?dl=0\">Assessing the extent of changes in flood simulation<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator\" \/>\n\n\n\n<p>Nov., 2017:&nbsp;Invited talk at university of Leeds School of Computing (School colloquia series)<strong> <\/strong><\/p>\n\n\n\n<figure class=\"wp-block-embed-slideshare wp-block-embed is-type-rich is-provider-slideshare wp-has-aspect-ratio wp-embed-aspect-4-3\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Preserving the currency of analytics outcomes over time through selective re-computation: techniques, initial findings, and open challenges\" src=\"\/\/www.slideshare.net\/slideshow\/embed_code\/key\/bsESTUmsmsbKgx\" width=\"427\" height=\"356\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" style=\"border:1px solid #CCC; border-width:1px; margin-bottom:5px; max-width: 100%;\" allowfullscreen> <\/iframe> <div style=\"margin-bottom:5px\"> <strong> <a href=\"https:\/\/www.slideshare.net\/slideshow\/preserving-the-currency-of-analytics-outcomes-over-time-through-selective-recomputation-techniques-initial-findings-and-open-challenges\/82766462\" title=\"Preserving the currency of analytics outcomes over time through selective re-computation: techniques, initial findings, and open challenges\" target=\"_blank\">Preserving the currency of analytics outcomes over time through selective re-computation: techniques, initial findings, and open challenges<\/a> <\/strong> from <strong><a href=\"https:\/\/www.slideshare.net\/pmissier\" target=\"_blank\">Paolo Missier<\/a><\/strong> <\/div>\n<\/div><\/figure>\n\n\n\n<p><strong><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.slideshare.net\/pmissier\/preserving-the-currency-of-analytics-outcomes-over-time-through-selective-recomputation-techniques-initial-findings-and-open-challenges\" target=\"_blank\">Preserving  the currency of analytics outcomes over time through selective  re-computation: techniques, initial findings, and open challenges<\/a><\/strong> from <strong><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.slideshare.net\/pmissier\" target=\"_blank\">Paolo Missier<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator\" \/>\n\n\n\n<p>Sept., 2017: Paper presentation given by Yulong Gu at the 27th&nbsp;International Conference on Inductive Logic Programming: \u201c<em>Adaptive Incremental Learning for Statistical Relational Models Using Gradient-Based Boosting<\/em>\u201c. [<a href=\"http:\/\/recomp.org.uk\/wp-content\/uploads\/2016\/09\/ILP_Presentation-yulong.pdf\">ILP Presentation<\/a>] . [<a href=\"http:\/\/bibbase.org\/network\/publication\/gu-missier-adaptiveincrementallearningforstatisticalrelationalmodelsusinggradientbasedboosting-2017\">direct link to paper<\/a>]<\/p>\n\n\n\n<hr class=\"wp-block-separator\" \/>\n\n\n\n<p>July, 2017: Invited talk given at the 14th Annual Meeting of the Bioinformatics Italian Society (<a href=\"http:\/\/bioinformatics.it\/bits2017\">BITS\u201917<\/a>)<\/p>\n\n\n\n<figure class=\"wp-block-embed-slideshare wp-block-embed is-type-rich is-provider-slideshare wp-embed-aspect-4-3 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Preserving the currency of genomics outcomes over time through selective re-computation: models and\u00a0initial findings \" src=\"\/\/www.slideshare.net\/slideshow\/embed_code\/key\/JY7RY3u7Qi5GEZ\" width=\"427\" height=\"356\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" style=\"border:1px solid #CCC; border-width:1px; margin-bottom:5px; max-width: 100%;\" allowfullscreen> <\/iframe> <div style=\"margin-bottom:5px\"> <strong> <a href=\"https:\/\/www.slideshare.net\/pmissier\/preserving-the-currency-of-genomics-outcomes-over-time-through-selective-recomputation-models-andinitial-findings\" title=\"Preserving the currency of genomics outcomes over time through selective re-computation: models and initial findings \" target=\"_blank\">Preserving the currency of genomics outcomes over time through selective re-computation: models and initial findings <\/a> <\/strong> from <strong><a href=\"https:\/\/www.slideshare.net\/pmissier\" target=\"_blank\">Paolo Missier<\/a><\/strong> <\/div>\n<\/div><\/figure>\n\n\n\n<p><strong><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.slideshare.net\/pmissier\/preserving-the-currency-of-genomics-outcomes-over-time-through-selective-recomputation-models-andinitial-findings\" target=\"_blank\">Preserving the currency of genomics outcomes over time through selective re-computation: models and&nbsp;initial findings<\/a><\/strong> from <strong><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.slideshare.net\/pmissier\" target=\"_blank\">Paolo Missier<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator\" \/>\n\n\n\n<p>An invited talk given in Dec. 2016 at Keele University, UK, on the  formulation of two ReComp problems: change impact estimation, and  conditional stream processing.<\/p>\n\n\n\n<figure class=\"wp-block-embed-slideshare wp-block-embed is-type-rich is-provider-slideshare wp-has-aspect-ratio wp-embed-aspect-4-3\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"ReComp:\u000bPreserving the value of large scale data analytics over time\u000b through selective re-computation\" src=\"\/\/www.slideshare.net\/slideshow\/embed_code\/key\/wxLevW5beFNgmx\" width=\"427\" height=\"356\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" style=\"border:1px solid #CCC; border-width:1px; margin-bottom:5px; max-width: 100%;\" allowfullscreen> <\/iframe> <div style=\"margin-bottom:5px\"> <strong> <a href=\"https:\/\/www.slideshare.net\/pmissier\/recomppreserving-the-value-of-large-scale-data-analytics-over-timethrough-selective-recomputation\" title=\"ReComp: Preserving the value of large scale data analytics over time through selective re-computation\" target=\"_blank\">ReComp: Preserving the value of large scale data analytics over time through selective re-computation<\/a> <\/strong> from <strong><a href=\"https:\/\/www.slideshare.net\/pmissier\" target=\"_blank\">Paolo Missier<\/a><\/strong> <\/div>\n<\/div><\/figure>\n\n\n\n<p><strong><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.slideshare.net\/pmissier\/recomppreserving-the-value-of-large-scale-data-analytics-over-timethrough-selective-recomputation\" target=\"_blank\">ReComp: Preserving the value of large scale data analytics over time through selective re-computation<\/a><\/strong> from <strong><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.slideshare.net\/pmissier\" target=\"_blank\">Paolo Missier<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator\" \/>\n\n\n\n<p>Our vision for the selective re-computation of genomics pipelines in reaction to changes to tools and reference datasets. How do you prioritise patients for re-analysis given a budget?<\/p>\n\n\n\n<figure class=\"wp-block-embed-slideshare wp-block-embed is-type-rich is-provider-slideshare wp-has-aspect-ratio wp-embed-aspect-4-3\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"ReComp for genomics\" src=\"\/\/www.slideshare.net\/slideshow\/embed_code\/key\/EBudPDFKiaxSyu\" width=\"427\" height=\"356\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" style=\"border:1px solid #CCC; border-width:1px; margin-bottom:5px; max-width: 100%;\" allowfullscreen> <\/iframe> <div style=\"margin-bottom:5px\"> <strong> <a href=\"https:\/\/www.slideshare.net\/slideshow\/recomp-for-genomics\/68709432\" title=\"ReComp for genomics\" target=\"_blank\">ReComp for genomics<\/a> <\/strong> from <strong><a href=\"https:\/\/www.slideshare.net\/pmissier\" target=\"_blank\">Paolo Missier<\/a><\/strong> <\/div>\n<\/div><\/figure>\n\n\n\n<p><strong><a href=\"https:\/\/www.slideshare.net\/pmissier\/recomp-for-genomics\">ReComp for genomics<\/a><\/strong> from <strong><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.slideshare.net\/pmissier\" target=\"_blank\">Paolo Missier<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator\" \/>\n\n\n\n<p>Working notes on how ReComp addresses selective recomputation of a  simple variant interpretation workflow for the diagnosis of genetic diseases.<\/p>\n\n\n\n<figure class=\"wp-block-embed-slideshare wp-block-embed is-type-rich is-provider-slideshare wp-has-aspect-ratio wp-embed-aspect-16-9\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"ReComp and the Variant Interpretations Case Study\" src=\"\/\/www.slideshare.net\/slideshow\/embed_code\/key\/NAI8WJUvpxe82z\" width=\"427\" height=\"356\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" style=\"border:1px solid #CCC; border-width:1px; margin-bottom:5px; max-width: 100%;\" allowfullscreen> <\/iframe> <div style=\"margin-bottom:5px\"> <strong> <a href=\"https:\/\/www.slideshare.net\/slideshow\/recomp-and-the-variant-interpretations-case-study\/68708082\" title=\"ReComp and the Variant Interpretations Case Study\" target=\"_blank\">ReComp and the Variant Interpretations Case Study<\/a> <\/strong> from <strong><a href=\"https:\/\/www.slideshare.net\/pmissier\" target=\"_blank\">Paolo Missier<\/a><\/strong> <\/div>\n<\/div><\/figure>\n\n\n\n<p><strong><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.slideshare.net\/pmissier\/recomp-and-the-variant-interpretations-case-study\" target=\"_blank\">ReComp and the Variant Interpretations Case Study<\/a><\/strong> from <strong><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.slideshare.net\/pmissier\" target=\"_blank\">Paolo Missier<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator\" \/>\n\n\n\n<p>Internal group seminar, Newcastle University, May 2016<\/p>\n\n\n\n<figure class=\"wp-block-embed-slideshare wp-block-embed is-type-rich is-provider-slideshare wp-has-aspect-ratio wp-embed-aspect-4-3\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Your data won\u2019t stay smart forever:\u000bexploring the temporal dimension of (big data) analytics\u000b\" src=\"\/\/www.slideshare.net\/slideshow\/embed_code\/key\/10C8G5HjDtefNM\" width=\"427\" height=\"356\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" style=\"border:1px solid #CCC; border-width:1px; margin-bottom:5px; max-width: 100%;\" allowfullscreen> <\/iframe> <div style=\"margin-bottom:5px\"> <strong> <a href=\"https:\/\/www.slideshare.net\/pmissier\/your-data-wont-stay-smart-foreverexploring-the-temporal-dimension-of-big-data-analytics\" title=\"Your data won\u2019t stay smart forever: exploring the temporal dimension of (big data) analytics \" target=\"_blank\">Your data won\u2019t stay smart forever: exploring the temporal dimension of (big data) analytics <\/a> <\/strong> from <strong><a href=\"https:\/\/www.slideshare.net\/pmissier\" target=\"_blank\">Paolo Missier<\/a><\/strong> <\/div>\n<\/div><\/figure>\n\n\n\n<p><strong><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.slideshare.net\/pmissier\/your-data-wont-stay-smart-foreverexploring-the-temporal-dimension-of-big-data-analytics\" target=\"_blank\">Your data won\u2019t stay smart forever: exploring the temporal dimension of (big data) analytics<\/a><\/strong> from <strong><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.slideshare.net\/pmissier\" target=\"_blank\">Paolo Missier<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator\" \/>\n\n\n\n<p>Paper presentation at the TAPP\u201916 workshop, McLean, VA, June 2016<\/p>\n\n\n\n<figure class=\"wp-block-embed-slideshare wp-block-embed is-type-rich is-provider-slideshare wp-has-aspect-ratio wp-embed-aspect-4-3\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"The data, they are a-changin\u2019\u000b\" src=\"\/\/www.slideshare.net\/slideshow\/embed_code\/key\/7IOSv5qFOGs2aj\" width=\"427\" height=\"356\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" style=\"border:1px solid #CCC; border-width:1px; margin-bottom:5px; max-width: 100%;\" allowfullscreen> <\/iframe> <div style=\"margin-bottom:5px\"> <strong> <a href=\"https:\/\/www.slideshare.net\/pmissier\/the-data-they-are-achangin\" title=\"The data, they are a-changin\u2019 \" target=\"_blank\">The data, they are a-changin\u2019 <\/a> <\/strong> from <strong><a href=\"https:\/\/www.slideshare.net\/pmissier\" target=\"_blank\">Paolo Missier<\/a><\/strong> <\/div>\n<\/div><\/figure>\n\n\n\n<p><strong><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.slideshare.net\/pmissier\/the-data-they-are-achangin\" target=\"_blank\">The data, they are a-changin\u2019<\/a><\/strong> from <strong><a href=\"https:\/\/www.slideshare.net\/pmissier\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">Paolo Missier<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator\" \/>\n\n\n\n<p>Panel presentation, EDBT, March 2016<\/p>\n\n\n\n<figure class=\"wp-block-embed-slideshare wp-block-embed is-type-rich is-provider-slideshare wp-has-aspect-ratio wp-embed-aspect-4-3\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Big Data Quality Panel\u000b: Diachron Workshop @EDBT\" src=\"\/\/www.slideshare.net\/slideshow\/embed_code\/key\/eUlWDfR1XG6Qta\" width=\"427\" height=\"356\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" style=\"border:1px solid #CCC; border-width:1px; margin-bottom:5px; max-width: 100%;\" allowfullscreen> <\/iframe> <div style=\"margin-bottom:5px\"> <strong> <a href=\"https:\/\/www.slideshare.net\/pmissier\/big-data-quality-panel-diachron-workshop-edbt\" title=\"Big Data Quality Panel : Diachron Workshop @EDBT\" target=\"_blank\">Big Data Quality Panel : Diachron Workshop @EDBT<\/a> <\/strong> from <strong><a href=\"https:\/\/www.slideshare.net\/pmissier\" target=\"_blank\">Paolo Missier<\/a><\/strong> <\/div>\n<\/div><\/figure>\n\n\n\n<p><strong><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.slideshare.net\/pmissier\/big-data-quality-panel-diachron-workshop-edbt\" target=\"_blank\">Big Data Quality Panel : Diachron Workshop @EDBT<\/a><\/strong> from <strong><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.slideshare.net\/pmissier\" target=\"_blank\">Paolo Missier<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator\" \/>\n\n\n\n<figure class=\"wp-block-embed-slideshare wp-block-embed is-type-rich is-provider-slideshare wp-has-aspect-ratio wp-embed-aspect-4-3\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"ReComp project kickoff presentation 11-03-2016\" src=\"\/\/www.slideshare.net\/slideshow\/embed_code\/key\/j0q2t4E8PVA4VR\" width=\"427\" height=\"356\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" style=\"border:1px solid #CCC; border-width:1px; margin-bottom:5px; max-width: 100%;\" allowfullscreen> <\/iframe> <div style=\"margin-bottom:5px\"> <strong> <a href=\"https:\/\/www.slideshare.net\/slideshow\/recomp-project-kickoff-presentation-11032016\/66184431\" title=\"ReComp project kickoff presentation 11-03-2016\" target=\"_blank\">ReComp project kickoff presentation 11-03-2016<\/a> <\/strong> from <strong><a href=\"https:\/\/www.slideshare.net\/pmissier\" target=\"_blank\">Paolo Missier<\/a><\/strong> <\/div>\n<\/div><\/figure>\n\n\n\n<p><strong><a href=\"https:\/\/www.slideshare.net\/pmissier\/recomp-project-kickoff-presentation-11032016\">ReComp project kickoff presentation 11-03-2016<\/a> <\/strong> from <strong><a href=\"https:\/\/www.slideshare.net\/pmissier\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">Paolo Missier<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator\" \/>\n\n\n\n<p>Talk given to PhD students in the Scalable Group, School of Computing Science, Newcastle, Nov 2015<\/p>\n\n\n\n<figure class=\"wp-block-embed-slideshare wp-block-embed is-type-rich is-provider-slideshare wp-has-aspect-ratio wp-embed-aspect-4-3\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"ReComp: challenges in selective recomputation of (expensive) data analytics tasks\" src=\"\/\/www.slideshare.net\/slideshow\/embed_code\/key\/veQckQ1Dcm7rU9\" width=\"427\" height=\"356\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" style=\"border:1px solid #CCC; border-width:1px; margin-bottom:5px; max-width: 100%;\" allowfullscreen> <\/iframe> <div style=\"margin-bottom:5px\"> <strong> <a href=\"https:\/\/www.slideshare.net\/pmissier\/recomp-challenges-in-selective-recomputation-of-expensive-data-analytic-tasks\" title=\"ReComp: challenges in selective recomputation of (expensive) data analytics tasks\" target=\"_blank\">ReComp: challenges in selective recomputation of (expensive) data analytics tasks<\/a> <\/strong> from <strong><a href=\"https:\/\/www.slideshare.net\/pmissier\" target=\"_blank\">Paolo Missier<\/a><\/strong> <\/div>\n<\/div><\/figure>\n\n\n\n<p><strong><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.slideshare.net\/pmissier\/recomp-challenges-in-selective-recomputation-of-expensive-data-analytic-tasks\" target=\"_blank\">ReComp: challenges in selective recomputation of (expensive) data analytics tasks<\/a><\/strong> from <strong><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.slideshare.net\/pmissier\" target=\"_blank\">Paolo Missier<\/a><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Presentation of our invited paper given at the IEEE Big Data Congress, 2019. Efficient Re-computation of Big Data Analytics Processes in the Presence of Changes from Paolo Missier July, 2018: Paper presentation given at the IPAW 2018 conference. Paper is here Provenance Annotation and Analysis to Support Process Re-Computation from Paolo Missier May, 2018: Invited [&hellip;]<\/p>\n","protected":false},"author":3062,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-13","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/blogs.ncl.ac.uk\/recomp\/wp-json\/wp\/v2\/pages\/13","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.ncl.ac.uk\/recomp\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/blogs.ncl.ac.uk\/recomp\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.ncl.ac.uk\/recomp\/wp-json\/wp\/v2\/users\/3062"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.ncl.ac.uk\/recomp\/wp-json\/wp\/v2\/comments?post=13"}],"version-history":[{"count":9,"href":"https:\/\/blogs.ncl.ac.uk\/recomp\/wp-json\/wp\/v2\/pages\/13\/revisions"}],"predecessor-version":[{"id":42,"href":"https:\/\/blogs.ncl.ac.uk\/recomp\/wp-json\/wp\/v2\/pages\/13\/revisions\/42"}],"wp:attachment":[{"href":"https:\/\/blogs.ncl.ac.uk\/recomp\/wp-json\/wp\/v2\/media?parent=13"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}