#bottlenecks — Public Fediverse posts

Когда bottleneck не в БД: ускоряем генерацию Excel — отчетов в Go

Всем доброго времени суток! Недавно пережитый опыт работы с отчетом хочу выставить на всеобщее обозрение, вдруг кому-то будет полезен. Чтобы не томить и сохранить более технический подход, давайте сразу начнем "разбор полёта". В какой-то момент у нас появился вот такой запрос:

https://habr.com/ru/articles/1035124/

#golang #backend #bottlenecks #optimization #ускорение #excel #excelize

Когда bottleneck не в БД: ускоряем генерацию Excel — отчетов в Go

Всем доброго времени суток! Недавно пережитый опыт работы с отчетом хочу выставить на всеобщее обозрение, вдруг кому-то будет полезен. Чтобы не томить и сохранить более технический подход, давайте сразу начнем "разбор полёта". В какой-то момент у нас появился вот такой запрос:

https://habr.com/ru/articles/1035124/

#golang #backend #bottlenecks #optimization #ускорение #excel #excelize

Когда bottleneck не в БД: ускоряем генерацию Excel — отчетов в Go

Всем доброго времени суток! Недавно пережитый опыт работы с отчетом хочу выставить на всеобщее обозрение, вдруг кому-то будет полезен. Чтобы не томить и сохранить более технический подход, давайте сразу начнем "разбор полёта". В какой-то момент у нас появился вот такой запрос:

https://habr.com/ru/articles/1035124/

#golang #backend #bottlenecks #optimization #ускорение #excel #excelize

Когда bottleneck не в БД: ускоряем генерацию Excel — отчетов в Go

Всем доброго времени суток! Недавно пережитый опыт работы с отчетом хочу выставить на всеобщее обозрение, вдруг кому-то будет полезен. Чтобы не томить и сохранить более технический подход, давайте сразу начнем "разбор полёта". В какой-то момент у нас появился вот такой запрос:

https://habr.com/ru/articles/1035124/

#golang #backend #bottlenecks #optimization #ускорение #excel #excelize

Europe risks fuel shortages in wartime, new HCSS report warns

The Hague, May 12 2026 | E…
#Europe #EU #aviationfuel #bottlenecks #Conflict #conflictreadiness #crisisresilience #DefenceIndustry #defencereadiness #Europa #EuropeanUnion #europeseunie #Fuel #fuelfordefence #fuelsecurity #fuelshortage #futurefuels #importdependence #kerosine #militaryreadiness #militarysupplychain #NATO #nederland #Netherlands #strategicreserves #SupplyChain #tankstorage #War
https://www.europesays.com/europe/39299/

Wall Street weighs epic run in AI stocks

Semiconductor stocks leading the S&P 500 (^GSPC) and Nasdaq Composite (^IXIC) to record highs have one common thread:…
#NewsBeep #News #Artificialintelligence #agenticai #agenticAIworkloads #AI #ArtificialIntelligence #AU #Australia #bottlenecks #CFRA #KeyBancCapitalMarkets #NASDAQComposite #Nvidia #Semiconductorstocks #Technology
https://www.newsbeep.com/au/663736/

Wall Street weighs epic run in AI stocks

Semiconductor stocks leading the S&P 500 (^GSPC) and Nasdaq Composite (^IXIC) to record highs have one common thread:…
#NewsBeep #News #Artificialintelligence #agenticai #agenticAIworkloads #AI #ArtificialIntelligence #AU #Australia #bottlenecks #CFRA #KeyBancCapitalMarkets #NASDAQComposite #Nvidia #Semiconductorstocks #Technology
https://www.newsbeep.com/au/663736/

Concerns regarding potential shortages of medical consumables are increasing within Germany's hospital care system.According to the medical wholesaler Medika, d... https://news.osna.fm/?p=43774 | #news #bottlenecks #chains #face #germany

Concerns regarding potential shortages of medical consumables are increasing within Germany's hospital care system.According to the medical wholesaler Medika, d... https://news.osna.fm/?p=43774 | #news #bottlenecks #chains #face #germany

Concerns regarding potential shortages of medical consumables are increasing within Germany's hospital care system.According to the medical wholesaler Medika, d... https://news.osna.fm/?p=43774 | #news #bottlenecks #chains #face #germany

Concerns regarding potential shortages of medical consumables are increasing within Germany's hospital care system.According to the medical wholesaler Medika, d... https://news.osna.fm/?p=43774 | #news #bottlenecks #chains #face #germany

"( * ) * ( Between us:) I am the #1 most surprised by what is posted on this account."

#autopilot #enjoyingDaRide #pop #bottlenecks #metacalligram #meta #calligram #metacalligram #excelArt #powerDot #pixelosophy #animinimalist #markdownup #publicDomain #creativeCommons

 -👊- #punchline

snb-000369 exp-260403 uid-X7S2EI

"( * ) * ( Between us:) I am the #1 most surprised by what is posted on this account."

#autopilot #enjoyingDaRide #pop #bottlenecks #metacalligram #meta #calligram #metacalligram #excelArt #powerDot #pixelosophy #animinimalist #markdownup #publicDomain #creativeCommons

 -👊- #punchline

snb-000369 exp-260403 uid-X7S2EI

"( * ) * ( Between us:) I am the #1 most surprised by what is posted on this account."

#autopilot #enjoyingDaRide #pop #bottlenecks #metacalligram #meta #calligram #metacalligram #excelArt #powerDot #pixelosophy #animinimalist #markdownup #publicDomain #creativeCommons

 -👊- #punchline

snb-000369 exp-260403 uid-X7S2EI

"( * ) * ( Between us:) I am the #1 most surprised by what is posted on this account."

#autopilot #enjoyingDaRide #pop #bottlenecks #metacalligram #meta #calligram #metacalligram #excelArt #powerDot #pixelosophy #animinimalist #markdownup #publicDomain #creativeCommons

 -👊- #punchline

snb-000369 exp-260403 uid-X7S2EI

"( * ) * ( Between us:) I am the #1 most surprised by what is posted on this account."

#autopilot #enjoyingDaRide #pop #bottlenecks #metacalligram #meta #calligram #metacalligram #excelArt #powerDot #pixelosophy #animinimalist #markdownup #publicDomain #creativeCommons

 -👊- #punchline

snb-000369 exp-260403 uid-X7S2EI

About 90 % of industrial firms expect the Iran war to affect their business. The figure comes from a survey conducted as part of the monthly Ifo business‐climat... https://news.osna.fm/?p=40267 | #news #bottlenecks #costs #energy #german

https://www.europesays.com/ie/399067/ India’s gas crunch from Iran war lays bare electrification bottlenecks #bare #bottlenecks #crunch #Éire #electrification #Environment #Gas #IE #India's #Iran #Ireland #lays #Science #war

I'll just put this here for the #record in case anyone wants to #question me about it later.

I #donated with #BitCoin back in January to #AnnasArchive and now the site's knocked #offline literally.

I paid like C$120.00 for the online form of the #project just to disappear.

Yeah ok #wikipedia has them moving #domains every other day but it was a lot more stable than that before I gave them a leg up.

This is why I hate centralized #websites and hosting.

This is why #self #hosting works by connecting #dedicated #servers to the #internet as a whole.

If you use anything less, you will face more #legal challenges hosting #human #knowledge and unfortunately, it is as #simple as that.

You cannot convince me that #BigTech is not turning into #authorized #tech as it seems as though the #copyright #industry and the #torent industry has eluded to colluding with one another to obtain #rights for.

Guys, I don't know what to say anymore. I'm a huge fan of #books and #media and #free #open #source #software and I long for the day that the #government doesn't need to get a cut of everything I #download or #upload anywhere, especially for #personal #use over all.

Please do whatever you can to fight #statistical #bottlenecks where ever they appear. I want humanity to have better access to #education and #intelligence built by real people in a fair and consistent manner.

I always am striving and trying my best to be a better #human being.

I'll just put this here for the #record in case anyone wants to #question me about it later.

I #donated with #BitCoin back in January to #AnnasArchive and now the site's knocked #offline literally.

I paid like C$120.00 for the online form of the #project just to disappear.

Yeah ok #wikipedia has them moving #domains every other day but it was a lot more stable than that before I gave them a leg up.

This is why I hate centralized #websites and hosting.

This is why #self #hosting works by connecting #dedicated #servers to the #internet as a whole.

If you use anything less, you will face more #legal challenges hosting #human #knowledge and unfortunately, it is as #simple as that.

You cannot convince me that #BigTech is not turning into #authorized #tech as it seems as though the #copyright #industry and the #torent industry has eluded to colluding with one another to obtain #rights for.

Guys, I don't know what to say anymore. I'm a huge fan of #books and #media and #free #open #source #software and I long for the day that the #government doesn't need to get a cut of everything I #download or #upload anywhere, especially for #personal #use over all.

Please do whatever you can to fight #statistical #bottlenecks where ever they appear. I want humanity to have better access to #education and #intelligence built by real people in a fair and consistent manner.

I always am striving and trying my best to be a better #human being.

I'll just put this here for the #record in case anyone wants to #question me about it later.

I #donated with #BitCoin back in January to #AnnasArchive and now the site's knocked #offline literally.

I paid like C$120.00 for the online form of the #project just to disappear.

Yeah ok #wikipedia has them moving #domains every other day but it was a lot more stable than that before I gave them a leg up.

This is why I hate centralized #websites and hosting.

This is why #self #hosting works by connecting #dedicated #servers to the #internet as a whole.

If you use anything less, you will face more #legal challenges hosting #human #knowledge and unfortunately, it is as #simple as that.

You cannot convince me that #BigTech is not turning into #authorized #tech as it seems as though the #copyright #industry and the #torent industry has eluded to colluding with one another to obtain #rights for.

Guys, I don't know what to say anymore. I'm a huge fan of #books and #media and #free #open #source #software and I long for the day that the #government doesn't need to get a cut of everything I #download or #upload anywhere, especially for #personal #use over all.

Please do whatever you can to fight #statistical #bottlenecks where ever they appear. I want humanity to have better access to #education and #intelligence built by real people in a fair and consistent manner.

I always am striving and trying my best to be a better #human being.

I'll just put this here for the #record in case anyone wants to #question me about it later.

I #donated with #BitCoin back in January to #AnnasArchive and now the site's knocked #offline literally.

I paid like C$120.00 for the online form of the #project just to disappear.

Yeah ok #wikipedia has them moving #domains every other day but it was a lot more stable than that before I gave them a leg up.

This is why I hate centralized #websites and hosting.

This is why #self #hosting works by connecting #dedicated #servers to the #internet as a whole.

If you use anything less, you will face more #legal challenges hosting #human #knowledge and unfortunately, it is as #simple as that.

You cannot convince me that #BigTech is not turning into #authorized #tech as it seems as though the #copyright #industry and the #torent industry has eluded to colluding with one another to obtain #rights for.

Guys, I don't know what to say anymore. I'm a huge fan of #books and #media and #free #open #source #software and I long for the day that the #government doesn't need to get a cut of everything I #download or #upload anywhere, especially for #personal #use over all.

Please do whatever you can to fight #statistical #bottlenecks where ever they appear. I want humanity to have better access to #education and #intelligence built by real people in a fair and consistent manner.

I always am striving and trying my best to be a better #human being.

I'll just put this here for the #record in case anyone wants to #question me about it later.

I #donated with #BitCoin back in January to #AnnasArchive and now the site's knocked #offline literally.

I paid like C$120.00 for the online form of the #project just to disappear.

Yeah ok #wikipedia has them moving #domains every other day but it was a lot more stable than that before I gave them a leg up.

This is why I hate centralized #websites and hosting.

This is why #self #hosting works by connecting #dedicated #servers to the #internet as a whole.

If you use anything less, you will face more #legal challenges hosting #human #knowledge and unfortunately, it is as #simple as that.

You cannot convince me that #BigTech is not turning into #authorized #tech as it seems as though the #copyright #industry and the #torent industry has eluded to colluding with one another to obtain #rights for.

Guys, I don't know what to say anymore. I'm a huge fan of #books and #media and #free #open #source #software and I long for the day that the #government doesn't need to get a cut of everything I #download or #upload anywhere, especially for #personal #use over all.

Please do whatever you can to fight #statistical #bottlenecks where ever they appear. I want humanity to have better access to #education and #intelligence built by real people in a fair and consistent manner.

I always am striving and trying my best to be a better #human being.

Ah, the riveting saga of std:shared_mutex in C++17—a tale as thrilling as watching paint dry 🖌️! Dive into the labyrinthine world of #mutex #bottlenecks and #cache #concerns, because nothing screams fun like counting operations in a "more realistic" example. 🕸️ For a real adventure, stay tuned for the exhilarating sequel: "Reading Compiler Error Messages for Fun and Profit!" 🤓💥
https://www.cppstories.com/2026/shared_mutex/ #C++17 #std_shared_mutex #programming #humor #HackerNews #ngated

The #UK’s #CMA has designated #Apple and #Google as having “strategic market status” (#SMS), requiring stricter regulatory oversight. The CMA aims to address concerns about the companies’ substantial #marketpower and potential #bottlenecks, potentially including changes to #appstore practises and #userchoice. https://www.theguardian.com/technology/2025/oct/22/apple-google-face-enforced-changes-uk-mobile-phone-dominance-uk-competition-watchdog-stricter-oversight?eicker.news #tech #media #news

Disk I/O bottlenecks in GitHub Actions

https://depot.dev/blog/uncovering-disk-io-bottlenecks-github-actions-ci

#HackerNews #DiskIO #GitHubActions #CI #Bottlenecks #DevOps #TechInsights

"While solar deployment is accelerating, #bottlenecks in the #wind industry are jeopardizing the chance to meet a global target to triple renewable capacity by 2030.

There are significant bottlenecks in the wind industry, such as insufficient supplies of equipment, a lack of electric grid capacity and permitting issues."

https://www.bloomberg.com/news/articles/2024-10-23/wind-power-crisis-is-threat-to-world-s-renewable-energy-target

We just published a new 🎥 of #JCON EUROPE 2024!
Watch Matti Tahvonen talking about 'Optimizing Performance of Web Apps: Removing #Bottlenecks for a Better User Experience'

Dive into the world of #web application #performance …

Watch it now: https://youtu.be/G0t_15HVhKQ

@failedLyndonLaRouchite
@_tt_ @ahl

I was going to ask if you were referring to YKK, that company that seems to make almost all of the world's zippers.

You're talking about something else, but I wonder...

What other #bottlenecks or #SinglePointOfFailure's are there? The cables on the ocean floor that carry internet signals: I think there are only three or four, right? Or there is an underwater rock formation of the west coast of Africa that's waiting to break and create a tsunami.

Excited for #JCON EUROPE 2024? See Matti Tahvonen at #JCON2024 in Cologne talking about 'Optimizing #Performance of Web Apps: Removing #Bottlenecks for a Better User Experience'

Dive into the world of web application ...

Get your free #JUG Ticket: http://www.jcon.one

'Scaling Up Models and Data with t5x and seqio', by Adam Roberts et al.

http://jmlr.org/papers/v24/23-0795.html

#scalable #bottlenecks #datasets

Reading Time: 5 minutes

Yesterday I started the proper migration of my Google Photo assets from Google Takeout to PhotoPrism. The first step was to mount the drives to the linux system, the second was to transfer the photos from the external hard drive to the internal SD card, unzip them, and then start imposing assets.

The first bottle neck is exporting 800 gigabytes from Google drive to a local drive. I chose to download the files in one gigabyte packages in fifty gigabyte sets over many hours. This depends on your connection so the experience will vary.

Moving Between Disks

The second bottle neck is when moving the files from an external hard drive to a microsd card. The transfer can be quite time consuming which is part of my reason for using a Pi, rather than a laptop. A laptop would be much faster but it will time out unless you tell it not to sleep. The issue with that is that laptops are not designed to be un for days at a time, without sleeping every so often. Once the Pi is working you can leave it to work.

Ideally I would keep the files on the external drive and skip this time consuming step. I wanted to test the feasability of using an SD card, to keep things tidy once the time consuming phase is over.

Unzipping

PhotoPrism needs files to be unzipped to work. This can be a time consuming task if you do so with the Pi, rather than a laptop or desktop. I would recommend unzipping the files ahead of moving the files from an external drive to an internal drive. At the time of writing I did not find a quick way of unzipping files with a single command.

Importing From the Import Folder

PhotoPrism has an import folder. This is where you extract your unzipped Google Takeout Folders to. Select “move files” to delete all files that have been automatically imported. Click import and then PhotoPrism does the rest. This is the stage that takes the most time. PhotoPrism orgqanises the photos by year, month, date, location, tags, and people. This is the stage where you can go for a walk, or enjoy a good night of sleep because it will take hours to complete.

I am not clear whether the JSON files for images are always zipped within the same archive or whether they are zipped once every few files. This is part of my reason for experimenting with ingesting several gigabytes at a time, rather than one folder at a time. The second reason is that if I give it tasks that take hours it gives me no excuse to procrastinate. That’s what I did before writing this blog post.

Recognising Faces

PhotoPrism recognises faces but it doesn’t create a “person” until it has several images. When it does have several images it gives you the opportunity to name that face, or add it to a pre-existing face. It’s nice to watch as faces from your past re-appear, and amusing when you realise how many names you have forgotten, as well as seeing which ones you clearly remember.

Recognising Places

At the moment when I am writing this post it has recognised 200 places and 15 states. When it recognises a place you can search by country via the search tool, or by location with the map. States are towns, villages or regions. This is a useful way of organising photos because it shows how much you travel, but also how many places you have been to, once you zoom in enough.

Cameras

This tool, by reading EXIF info, makes it possible to search for photos by camera. You can search for 360 photos with insta360 or photos from years ago with canon s70 or Canon EOS 5 MkII etc.

Categories

If you’re looking for photos of food, or aircrafts, or goats, or sheep, or monuments, or historical, you can. It also allows you to seach by colours, for example teal for grass and diving or blue for sunny days and more.

Years and Months

It is possible to search by year or by month, or both. You can search for December images to see if you can find images of snow, or you can search for June and yellow to find images of drought.

Import and Log

Two tabs that I spent time watching last night when I first started to import Google Photos properly were “import” and “log”.

The import tab is important because it allows you to know whether files are being imported or not so this allows you to decide whether to import more images or not. I prefer to import 50 gigabytes, clear the import directory, and then import the next 50 gigabytes, rather than to leave it to run for hours and assume that everything was imported correctly. If something fails I like to know when it’s easier to fix. So far I am under the impression that photos are, at the very least, imported into folders by year and month, as well as indexed automatically based on content.

I like to watch the logs to see if errors occur, but also to see when new faces are recognised, whether thumbnails are being generated correctly as well as when a new face cluster is ready to be named.

Making Photos and Videos Private

With PhotoPrism you can set several images or videos as private at once. You select the first image and then before clicking the last image press shift as you click and it will select that range. You can then click on the lock and those images or videos will be marked as private. Having the ability to select a range of images and apply changes, such as privacy is useful. I use privacy as an example but you could just as easily add a country, or keyword, or anything else.

The Index Tab

I realise that I should mention the index tab. Indexing runs automatically, as soon as it detects images in a directory or a mounted drive it will attempt to index those files which is both useful and likely to cause a mess. Luckily PhotoPrism comes with a “cleanup” tool to make clearing up orphan files and tidying the index easier.

It’s Fast

Despite indexing thousands of files, adding metadata, recognising colours, adding categories and labels, as well as generating thumbnails it’s fast. I can load images almost instantly when scrolling up and down. This is despite running on a Pi whilst it’s working hard. This is a great self-hosted alternative to Google Photos and iPhotos. Remember, before cloud storage was a default tools like Picasa existed, and these were great for organising photos. The difference is that now they’re cloud solutions where the cloud is your home Raspberry Pi rather than an app on your phone or laptop.

User Roles

When you use PhotoPrism for free you can have just one user. If you pay 2 Euros per month you can have “Super Admin, Admin, User, Viewer, Guest” accounts. This allows you to create individual users, to add friends and family.

Cloud Option

If you don’t desire to have your own private instance running at home you have a cloud based solution that starts at 6.50 Euros per month but it’s unclear what the cost is for storage.

And Finally

Initially I thought that I would use Nextcloud for media asset management but when it failed to display video files as thumbnails and when I saw that I couldn’t easily get rid of orphan index entries I hesitated between Immich and PhotoPrism. What made me commit to PhotoPrism is that I saw that they had a tool to import from Google Takeout built in. Instead of spending hours or even days or weeks re-organising photos the software would do it for me.

Adobe Lightroom costs 99 CHF per year. Kyno by LessPain Software costs 150 Euros per year and CatDV costs several thousand CHF to purchase. If you know how to setup PhotoPrism you can save money, or upgrade the hard drive to a higher capacity once per year, to ensure less risk of drive failure due to age.

https://www.main-vision.com/richard/blog/migrating-media-assets-from-google-photos-to-photoprism/

#bottleNecks #day415 #googlePhotos #googleTakeout #photoprism #workflow

German #grid operators allowed to throttle #electricity in bid for faster expansion of #heatpumps, #EV chargers

"We want everyone to be connected and to have a secure grid at the same time" - BNetzA head Klaus Müller

Interventions expected to remain a necessary exception, Müller explained, adding that if #bottlenecks occur, the grid must be expanded

https://www.cleanenergywire.org/news/german-grid-operators-allowed-throttle-electricity-bid-faster-expansion-heat-pumps-ev-chargers

EU launches call on industry to apply for ammunition production ramp-up funding https://www.euractiv.com/section/defence-and-security/news/aleks-eu-launches-call-on-industry-to-apply-for-ammunition-production-ramp-up-funding/?utm_source=dlvr.it&utm_medium=mastodon #Ammunition #ASAP #bottlenecks #defenceindustry #EUdefence

^------ 

boosting the "latlearn" toot upthread, so it is visible via its related topic tags: 

#perf
#performance
#scale
#scaling
#scalability
#monitoring
#observability
#optimization
#data
#metrics
#measurement
#dashboards
#refactors
#benchmarks
#troubleshooting
#bottlenecks
#algorithms
#speed
#slowapps
#slowsites
#poorUX
#FOSS
#FOSSlibs
#APIs
#libs
#latencylibs
#latencyAPIs
#reporting
#latencyreporting

latlearn: a latency instrumentation and reporting lib for Golang

made by me. extracted from Slartboz and shared with the world as FOSS
https://news.ycombinator.com/item?id=37549103

#golang
#programming

#instrumentation
#latency
#monitoring
#reporting
#performance
#scalability
#scaling
#tuning
#tests
#testing
#testautomation
#benchmarks
#regressions
#efficiency
#algorithms
#refactors
#bottlenecks

submitted "latlearn", my Golang latency instrumentation and reporting lib, to HN:
https://news.ycombinator.com/item?id=37549103

I expect it to BOMB like basically everything else I seem to do lately. I clearly have very different tastes and values than like 99.9999% of humanity online. lol

but I'm not bitter! no not all. heh

#golang
#programming
#HN
#HackerNews
#latency
#instrumentation
#API
#monitoring
#observability
#performance
#scalability
#scaling
#timespans
#durations
#metrics
#datadriven
#bottlenecks

#Development #Techniques
In defence of DOM­Content­Loaded · 'Outdated' web performance metrics can still be very useful https://ilo.im/13vjqn

_____
#Bottlenecks #Metrics #WebPerformance #WebPerf #WebDevelopment #WebDev #Frontend #HTML #JavaScript #DOM­Content­Loaded #CrUX #NavigationTimingAPI

'Compute-Efficient Deep Learning: Algorithmic Trends and Opportunities', by Brian R. Bartoldson, Bhavya Kailkhura, Davis Blalock.

http://jmlr.org/papers/v24/22-1208.html

#bottlenecks #speedup #efficient

"Total #solar capacity tipped over 1 terawatt (1,000 GW) for the first time last year. The sector is growing at around 20% a year. If this continues, we’ll hit 6 terawatts around 2031. In capacity terms, that would be larger than the combined total of coal, gas, nuclear and hydro.

The main short-term #bottlenecks are likely to be building enough #transmission lines – and ensuring we have enough #engineers and installers. "

#EnergyTransition
https://theconversation.com/despairing-about-climate-change-these-4-charts-on-the-unstoppable-growth-of-solar-may-change-your-mind-204901

🧵#️⃣1️⃣→🤔 Why is #TradeGovernance so critical for the #EnergyFuture?

Because #resilient and #sustainable #GlobalValueChains in #renewables are at the core of
🌏meeting global #energy needs,
🌞unlocking the benefits of #renewables, &
⏯addressing their #bottlenecks.

#SDG7 #trade

🧵#️⃣1️⃣→🤔 Why is #TradeGovernance so critical for the #EnergyFuture?

Because #resilient and #sustainable #GlobalValueChains in #renewables are at the core of
🌏meeting global #energy needs,
🌞unlocking the benefits of #renewables, &
⏯addressing their #bottlenecks.

#SDG7 #trade

🧵#️⃣1️⃣→🤔 Why is #TradeGovernance so critical for the #EnergyFuture?

Because #resilient and #sustainable #GlobalValueChains in #renewables are at the core of
🌏meeting global #energy needs,
🌞unlocking the benefits of #renewables, &
⏯addressing their #bottlenecks.

#SDG7 #trade

🧵#️⃣1️⃣→🤔 Why is #TradeGovernance so critical for the #EnergyFuture?

Because #resilient and #sustainable #GlobalValueChains in #renewables are at the core of
🌏meeting global #energy needs,
🌞unlocking the benefits of #renewables, &
⏯addressing their #bottlenecks.

#SDG7 #trade

🧵#️⃣1️⃣→🤔 Why is #TradeGovernance so critical for the #EnergyFuture?

Because #resilient and #sustainable #GlobalValueChains in #renewables are at the core of
🌏meeting global #energy needs,
🌞unlocking the benefits of #renewables, &
⏯addressing their #bottlenecks.

#SDG7 #trade

#bottlenecks and appropriate #hardware use.

My (opened box) #HP laptop has a 1/4 speed NVMe and (literally) a harddrive to make up 1TB, I am looking for uses when I put current storage.

So I am looking for uses for these when they are surplus. I am thinking NAS, but, in the end, these slow devices need to be put in even slower systems so that they don't become bottlenecks.

What would that be?

Where local change can bring #SystemChange:

"The theory of #bottlenecks could amount to a hopeful strategy for supercharging the fight against #ClimateChange."

Upgrading one crucial #interconnect can strengthen the entire #grid, for instance.

"The same logic can also be applied to #FossilFuel infrastructure, but in the opposite direction. One argument for protesting against oil and gas #pipelines is that they’re bottlenecks."

#ClimateSolutions
https://www.newyorker.com/news/annals-of-a-warming-planet/the-climate-solutions-we-cant-live-without

Where local change can bring #SystemChange:

"The theory of #bottlenecks could amount to a hopeful strategy for supercharging the fight against #ClimateChange."

Upgrading one crucial #interconnect can strengthen the entire #grid, for instance.

"The same logic can also be applied to #FossilFuel infrastructure, but in the opposite direction. One argument for protesting against oil and gas #pipelines is that they’re bottlenecks."

#ClimateSolutions
https://www.newyorker.com/news/annals-of-a-warming-planet/the-climate-solutions-we-cant-live-without

Where local change can bring #SystemChange:

"The theory of #bottlenecks could amount to a hopeful strategy for supercharging the fight against #ClimateChange."

Upgrading one crucial #interconnect can strengthen the entire #grid, for instance.

"The same logic can also be applied to #FossilFuel infrastructure, but in the opposite direction. One argument for protesting against oil and gas #pipelines is that they’re bottlenecks."

#ClimateSolutions
https://www.newyorker.com/news/annals-of-a-warming-planet/the-climate-solutions-we-cant-live-without

Where local change can bring #SystemChange:

"The theory of #bottlenecks could amount to a hopeful strategy for supercharging the fight against #ClimateChange."

Upgrading one crucial #interconnect can strengthen the entire #grid, for instance.

"The same logic can also be applied to #FossilFuel infrastructure, but in the opposite direction. One argument for protesting against oil and gas #pipelines is that they’re bottlenecks."

#ClimateSolutions
https://www.newyorker.com/news/annals-of-a-warming-planet/the-climate-solutions-we-cant-live-without