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blog.Rmd
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---
title: Blog Posts
description: Updates, tips & tricks, and explanations on futures
preview: images/site_preview.png
---
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<div class="listItem">
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</div>
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<div class="itemHeader">
<div class="itemTitle"><a href="https://www.jottr.org/2023/07/01/parallelly-managing-workers/">parallelly: Querying, Killing and Cloning Parallel Workers Running Locally or Remotely</a>
</div>
</div>
<div class="itemMeta">
<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2023-07-01</div>
</div>
</div>
</div>
<div class="listItem">
<div class="itemImage">
<a href="https://www.jottr.org/2023/06/26/dofuture/"><img src="images/dopar-to-dofuture.png"/></a>
</div>
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<div class="itemHeader">
<div class="itemTitle"><a href="https://www.jottr.org/2023/06/26/dofuture/">%dofuture% - a Better foreach() Parallelization Operator than %dopar%</a>
</div>
</div>
<div class="itemMeta">
<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2023-06-26</div>
</div>
</div>
</div>
<div class="listItem">
<div class="itemImage">
<a href="https://www.jottr.org/2023/01/18/parallelly-1.34.0-support-for-cgroups-v2-killing-parallel-workers-and-more/"><img src="images/parallelly-logo.png"/></a>
</div>
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<div class="itemTitle"><a href="https://www.jottr.org/2023/01/18/parallelly-1.34.0-support-for-cgroups-v2-killing-parallel-workers-and-more/">parallelly 1.34.0: Support for CGroups v2, Killing Parallel Workers, and more</a>
</div>
</div>
<div class="itemMeta">
<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2023-01-18</div>
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<div class="itemTitle"><a href="https://www.jottr.org/2023/01/10/progressr-0.13.0/">progressr 0.13.0: cli + progressr = ♥</a>
</div>
</div>
<div class="itemMeta">
<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2023-01-10</div>
</div>
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</div>
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<div class="itemHeader">
<div class="itemTitle"><a href="https://www.jottr.org/2022/12/05/avoid-detectcores/">Please Avoid detectCores() in your R Packages</a>
</div>
</div>
<div class="itemMeta">
<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2022-12-05</div>
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</div>
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</div>
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<div class="itemHeader">
<div class="itemTitle"><a href="https://www.jottr.org/2022/06/23/future-user2022-slides/">useR! 2022: My 'Futureverse: Profile Parallel Code' Slides</a>
</div>
</div>
<div class="itemMeta">
<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2022-06-24</div>
</div>
</div>
</div>
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<div class="itemImage">
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<div class="itemHeader">
<div class="itemTitle"><a href="https://www.jottr.org/2022/06/09/parallelly-support-for-fujitsu-technical-computing-suite-high-performance-compute-hpc-environments/">parallelly: Support for Fujitsu Technical Computing Suite High-Performance Compute (HPC) Environments</a>
</div>
</div>
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<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2022-06-09</div>
</div>
</div>
</div>
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<div class="itemImage">
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</div>
<div class="itemDetails">
<div class="itemHeader">
<div class="itemTitle"><a href="https://www.jottr.org/2022/06/08/parallelly-1.32.0-makeclusterpsock-didnt-work-with-chinese-and-korean-locales/">parallelly 1.32.0: makeClusterPSOCK() Didn't Work with Chinese and Korean Locales</a>
</div>
</div>
<div class="itemMeta">
<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2022-06-08</div>
</div>
</div>
</div>
<div class="listItem">
<div class="itemImage">
<a href="https://www.jottr.org/2022/06/03/progressr-0.10.1/"><img src="images/three_in_chinese.png"/></a>
</div>
<div class="itemDetails">
<div class="itemHeader">
<div class="itemTitle"><a href="https://www.jottr.org/2022/06/03/progressr-0.10.1/">progressr 0.10.1: Plyr Now Supports Progress Updates also in Parallel</a>
</div>
</div>
<div class="itemMeta">
<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2022-06-03</div>
</div>
</div>
</div>
<div class="listItem">
<div class="itemImage">
<a href="https://www.jottr.org/2022/04/22/parallelly-1.31.1/"><img src="images/parallelly-logo.png"/></a>
</div>
<div class="itemDetails">
<div class="itemHeader">
<div class="itemTitle"><a href="https://www.jottr.org/2022/04/22/parallelly-1.31.1/">parallelly 1.31.1: Better at Inferring Number of CPU Cores with Cgroups and Linux Containers</a>
</div>
</div>
<div class="itemMeta">
<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2022-04-22</div>
</div>
</div>
</div>
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</div>
<div class="itemDetails">
<div class="itemHeader">
<div class="itemTitle"><a href="https://www.jottr.org/2022/02/22/future-1.24.0-forwarding-rng-state-also-for-stand-alone-futures/">future 1.24.0: Forwarding RNG State also for Stand-Alone Futures</a>
</div>
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<div class="itemMeta">
<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2022-02-22</div>
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<div class="itemHeader">
<div class="itemTitle"><a href="https://www.jottr.org/2022/01/07/future-during-2021/">Future Improvements During 2021</a>
</div>
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<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2022-01-07</div>
</div>
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<div class="itemDate">2021-11-22</div>
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<div class="itemDate">2021-06-11</div>
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<div class="itemDate">2021-06-10</div>
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<div class="itemDate">2021-04-30</div>
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<div class="author">Chris Paciorek</div>
<div class="itemDescription">A guest post by Chris Paciorek, Department of Statistics, University of California at Berkeley.</div>
<div class="itemDate">2021-04-08</div>
</div>
</div>
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<div class="itemDate">2021-01-08</div>
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<div class="itemHeader">
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</div>
<div class="itemMeta">
<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2020-11-06</div>
</div>
</div>
</div>
<div class="listItem">
<div class="itemImage">
<a href="https://www.jottr.org/2020/11/04/parallelly-future-cleaning-up-around-the-house/"><img src="images/parallelly_future.png"/></a>
</div>
<div class="itemDetails">
<div class="itemHeader">
<div class="itemTitle"><a href="https://www.jottr.org/2020/11/04/parallelly-future-cleaning-up-around-the-house/">parallelly, future - Cleaning Up Around the House</a>
</div>
</div>
<div class="itemMeta">
<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2020-11-04</div>
</div>
</div>
</div>
<div class="listItem">
<div class="itemImage">
<a href="https://www.jottr.org/2020/11/04/trust-the-future/"><img src="images/you_dont_have_to_worry_about_your_future.png"/></a>
</div>
<div class="itemDetails">
<div class="itemHeader">
<div class="itemTitle"><a href="https://www.jottr.org/2020/11/04/trust-the-future/">Trust the Future</a>
</div>
</div>
<div class="itemMeta">
<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2020-11-04</div>
</div>
</div>
</div>
<div class="listItem">
<div class="itemImage">
<a href="https://www.jottr.org/2020/09/22/push-for-statical-sound-rng/"><img src="images/Digital_rain_animation_medium_letters_clear.png"/></a>
</div>
<div class="itemDetails">
<div class="itemHeader">
<div class="itemTitle"><a href="https://www.jottr.org/2020/09/22/push-for-statical-sound-rng/">future 1.19.1 - Making Sure Proper Random Numbers are Produced in Parallel Processing</a>
</div>
</div>
<div class="itemMeta">
<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2020-09-22</div>
</div>
</div>
</div>
<div class="listItem">
<div class="itemImage">
<a href="https://www.jottr.org/2020/09/21/detect-when-the-random-number-generator-was-used/"><img src="images/DistortedRecentEland_50pct.png"/></a>
</div>
<div class="itemDetails">
<div class="itemHeader">
<div class="itemTitle"><a href="https://www.jottr.org/2020/09/21/detect-when-the-random-number-generator-was-used/">Detect When the Random Number Generator Was Used</a>
</div>
</div>
<div class="itemMeta">
<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2020-09-21</div>
</div>
</div>
</div>
<div class="listItem">
<div class="itemImage">
<a href="https://www.jottr.org/2020/07/11/future-future.apply-recent-improvements/"><img src=""/></a>
</div>
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<div class="itemTitle"><a href="https://www.jottr.org/2020/07/11/future-future.apply-recent-improvements/">future and future.apply - Some Recent Improvements</a>
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<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2020-07-11</div>
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<a href="https://www.jottr.org/2019/11/09/resolved-launches-lazy-futures/"><img src="images/lazy_dog_in_park.png"/></a>
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<div class="itemTitle"><a href="https://www.jottr.org/2019/11/09/resolved-launches-lazy-futures/">future 1.15.0 - Lazy Futures are Now Launched if Queried</a>
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<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2019-11-09</div>
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<a href="https://www.jottr.org/2019/01/11/parallelize-a-for-loop-by-rewriting-it-as-an-lapply-call/"><img src="images/Honolulu_IFSS_Teletype1964.png"/></a>
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<div class="itemTitle"><a href="https://www.jottr.org/2019/01/11/parallelize-a-for-loop-by-rewriting-it-as-an-lapply-call/">Parallelize a For-Loop by Rewriting it as an Lapply Call</a>
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<div class="itemMeta">
<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2019-01-11</div>
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<a href="https://www.jottr.org/2019/01/07/maintenance-updates-of-future-backends-and-dofuture/"><img src="images/the-future-is-now.png"/></a>
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<div class="itemTitle"><a href="https://www.jottr.org/2019/01/07/maintenance-updates-of-future-backends-and-dofuture/">Maintenance Updates of Future Backends and doFuture</a>
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<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2019-01-07</div>
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<a href="https://www.jottr.org/2018/07/23/output-from-the-future/"><img src="images/Signaling_by_Napoleonic_semaphore_line.png"/></a>
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<div class="itemTitle"><a href="https://www.jottr.org/2018/07/23/output-from-the-future/">future 1.9.0 - Output from The Future</a>
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<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2018-07-23</div>
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<a href="https://www.jottr.org/2018/06/23/future.apply_1.0.0/"><img src="images/future.apply_1.0.0-htop_32cores.png"/></a>
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<div class="itemTitle"><a href="https://www.jottr.org/2018/06/23/future.apply_1.0.0/">future.apply - Parallelize Any Base R Apply Function</a>
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<div class="itemMeta">
<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2018-06-23</div>
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<a href="https://www.jottr.org/2018/04/12/future-results/"><img src="images/retro-shiny-future-small.png"/></a>
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<div class="itemTitle"><a href="https://www.jottr.org/2018/04/12/future-results/">future 1.8.0: Preparing for a Shiny Future</a>
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<div class="itemMeta">
<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2018-04-12</div>
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<a href="https://www.jottr.org/2017/06/05/many-faced-future/"><img src="images/julia_sets.png"/></a>
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<div class="itemTitle"><a href="https://www.jottr.org/2017/06/05/many-faced-future/">The Many-Faced Future</a>
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<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2017-06-05</div>
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<a href="https://www.jottr.org/2017/03/18/dofuture/"><img src="images/programmer_next_to_62500_punch_cards_SAGE.png"/></a>
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<div class="itemTitle"><a href="https://www.jottr.org/2017/03/18/dofuture/">doFuture: A Universal Foreach Adaptor Ready to be Used by 1,000+ Packages</a>
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<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2017-03-18</div>
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<a href="https://www.jottr.org/2017/02/19/future-rng/"><img src="images/funny_car_magnet_animated.png"/></a>
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<div class="itemTitle"><a href="https://www.jottr.org/2017/02/19/future-rng/">future 1.3.0: Reproducible RNGs, future_lapply() and More</a>
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<div class="itemMeta">
<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2017-02-19</div>
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<a href="https://www.jottr.org/2016/10/22/future-hpc/"><img src="images/future_mainframe_red.png"/></a>
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<div class="itemTitle"><a href="https://www.jottr.org/2016/10/22/future-hpc/">High-Performance Compute in R Using Futures </a>
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<div class="itemMeta">
<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2016-10-22</div>
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<a href="https://www.jottr.org/2016/10/11/future-remotes/"><img src="images/early_days_video_call.png"/></a>
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<div class="itemTitle"><a href="https://www.jottr.org/2016/10/11/future-remotes/">Remote Processing Using Futures</a>
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<div class="itemMeta">
<div class="author">Henrik Bengtsson</div>
<div class="itemDate">2016-10-11</div>
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