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"Seamless offloading of web app computations from mobile device to edge clouds via HTML5 web worker migration" Jeong et al., https://blog.acolyer.org/2020/01/31/web-worker-migration/ …
#themorningpaper Web workers let you offload computation to another thread... and now to the edge too!pic.twitter.com/IRDsQGgmn2
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Part II of our look at Mergeable Replicated Data Types (MRDTs): merge operation derivation, and the Quark implementation: https://blog.acolyer.org/2019/11/27/mergeable-replicated-data-types-part-ii/ …pic.twitter.com/CqrbdKevKH
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"Mergeable replicated data types" Kaki et al., OOPSLA'19 https://blog.acolyer.org/2019/11/27/mergeable-replicated-data-types-part-ii/ …
#themorningpaper - Part II. MRDTs brought to life in the Quark implementation...pic.twitter.com/hDteV20dN1
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Mergeable Replicated Data Types with merge semantics defined in the relational domain, allowing automated derivation of merge operators given the mapping functions: https://blog.acolyer.org/2019/11/25/mergeable-replicated-data-types-part-i/ …pic.twitter.com/dsDNYfVca2
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A fantastic vision (and some great sample apps!) for 'local-first' applications from
@martinkl et al., - I'd love to see more apps built this way... https://blog.acolyer.org/2019/11/20/local-first-software/ … Check out https://www.youtube.com/watch?v=L9fdyDlhByM&feature=youtu.be … for a demo! -
Taiji is Facebook's routing infrastructure that maps user requests from the edge to a datacenter. By exploiting connections in the social graph, FB were able to significantly increase caching effects and reduce backend load by up to 17% https://blog.acolyer.org/2019/11/15/facebook-taiji/ …pic.twitter.com/p4W9Bjm9nS
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"Taiji: managing global traffic for large-scale Internet services at the edge" Xu et al., SOSP'19. https://blog.acolyer.org/2019/11/15/facebook-taiji/ … How Facebook reduced backend query load by 17% with (social) connection-aware routing.pic.twitter.com/mBBfTtGRWx
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Snap is Google's user space networking microkernel, and the Pony Express data plane component eschews TCP/IP for a ground-up rewrite of the transport engine. https://blog.acolyer.org/2019/11/11/snap-networking …pic.twitter.com/JPycMYWW6o
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"Snap: a microkernel approach to host networking" Marty et al., SOSP'19 https://blog.acolyer.org/2019/11/11/snap-networking …
#themorningpaper In which Google reveal they're steadily moving away from TCP/IP in the datacenter...pic.twitter.com/F4JzGa4smO
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Risk-scoring models so easy anyone could use and understand them are not so easy to create! But RiskSLIM has the answer... https://blog.acolyer.org/2019/11/01/optimized-risk-scores/ …pic.twitter.com/e69OAD8Mgq
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"Optimized risk scores" Ustun & Rudin, KDD'17 https://blog.acolyer.org/2019/11/01/optimized-risk-scores/ …
#themorningpaper Creating optimal, human usable, risk-scoring models.pic.twitter.com/F5bS0rM895
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How to create the best possible simple, interpretable, models : https://blog.acolyer.org/2019/10/30/corels/ … Try this first before doing anything more complex...pic.twitter.com/WDJo5PgYqZ
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"Learning certifiably optimal rule lists for categorical data" Angelino et al., JMLR 2018 https://blog.acolyer.org/2019/10/30/corels/ …
#themorningpaper Generating the simplest and best model possible...pic.twitter.com/h6mStAhRWG
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How to match visualisation types to tasks for best performance. https://blog.acolyer.org/2019/10/25/task-based-effectiveness-of-basic-visualizations/ … Bonus item: is it ok to use a pie-chart?pic.twitter.com/ImaLauhEoT
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"Task-based effectiveness of basic visualizations" Saket et al., 2019 https://blog.acolyer.org/2019/10/25/task-based-effectiveness-of-basic-visualizations/ …
#themorningpaper Choosing the right visualisation for the job...pic.twitter.com/5as6xNplAr
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Insights into the world of Exploratory Data Analysis from Alspaugh et al., https://blog.acolyer.org/2019/10/23/futzing-and-moseying/ ….pic.twitter.com/tRMBChMMmg
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"Futzing and moseying: interviews with professional data analysts on exploration practices" Alspaugh et al., VAST'18. https://blog.acolyer.org/2019/10/23/futzing-and-moseying/ …
#themorningpaper What really goes on during Exploratory Data Analysis?pic.twitter.com/g48TKggUaU
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Way back when the "Grammar of Graphics" taught us a principled way to think about visualisations. Vega-Lite gives a grammar of _interactive_ graphics (and a pretty neat open source project too!): https://blog.acolyer.org/2019/10/21/a-grammar-of-interactive-graphics …pic.twitter.com/l1YXsh1Sc4
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"Vega-Lite: a grammar of interactive graphics" Satyanarayan et al., IEEE Transactions on Visualization and Computer Graphics, 2016 https://blog.acolyer.org/2019/10/21/a-grammar-of-interactive-graphics …
#themorningpaper A powerful platform for declarative specification of _interactive_ visualisations.pic.twitter.com/2nkv93hmgm
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When Facebook unshackled Hack from PHP it opened the door for 'sweeping language advancements.' One of those it turns out was support for probabilistic programming. Here's a quick look at Facebook's HackPPL extensions: https://blog.acolyer.org/2019/10/18/hackppl/ …pic.twitter.com/IH1h5XsCeF
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