[HN Gopher] Deploy your side-projects at scale for basically not... ___________________________________________________________________ Deploy your side-projects at scale for basically nothing - Google Cloud Run Author : alex-olivier Score : 307 points Date : 2020-01-12 17:16 UTC (5 hours ago) (HTM) web link (alexolivier.me) (TXT) w3m dump (alexolivier.me) | jjeaff wrote: | This article fails to mention the issue of needing a database. It | doesn't matter how seamlessly your application can scale if your | data backend won't scale with it. | | They mention Cloud SQL, which is of course instance based and | would run into scaling issues if your app got suddenly hammered. | Not to mention, the cost isn't $0 if your app gets 0 traffic, you | are going to have to pay to keep that running around the clock. | | I realize some applications are very heavy on the app side and | light on needing to hit the DB, but in my experience, that isn't | very common. | steelaz wrote: | AWS has Aurora Serverless | (https://aws.amazon.com/rds/aurora/serverless/) for that | purpose with MySQL and Postgres compatible engines. But I | haven't heard anyone using it for side projects yet. | kevinsundar wrote: | They also have RDS Proxy (https://aws.amazon.com/rds/proxy/) | that lets you pool connections from tons of lambda instances | in order not to overwhelm your DB when scaling up. | ec109685 wrote: | I wonder where the threshold is that the proxy is | beneficial. MySQL is actually really good at handling new | connections. | [deleted] | navd wrote: | Cloud run is what zeit now was before it moved to v2. | https://zeit.co/ | ignoramous wrote: | What does it run on today? Or, is it multi-cloud now? | fareesh wrote: | Might be a mindset thing but if my side project needed scale I | would not think of it as a side project. | dkarras wrote: | Probably a mindset thing. Side projects are lottery tickets in | my mind. Implementation of an interesting idea hoping for the | remote chance that it might get actual traction (and become | more than a side project) - at that point it needs scale and it | needs to scale fast while people are talking about it. If you | take another week rearchitecting your backend while your site | is down, you lost your chance. So you shouldn't probably expect | huge traffic, but make it ready for the traffic or there is no | point if it will fail the moment it starts to get traction. | | My 3 side projects got reddit frontpaged (also here) and I got | better at handling it. Fortunately I always had scale in mind | (at peak got thousands of requests per second) but the first | time was not a pleasant experience because I would have to pay | more than I could if that kept going on. Fortunately I found a | solution while keeping my site online and over the time the | project paid me very handsomely. If I didn't plan ahead, those | would be dead in the water. | Havoc wrote: | Interesting. I've been looking looking at options too & opted for | essentially the opposite: Get a big(ish) VPS and stack everything | on top of each other with docker behind a nginx reverse proxy. | | So far so good. Managed to host gitlab, prometheus, grafana and | ghost working this weekend, which I'm pretty chuffed about. | | Not as clean as OP's, but the intention was learning, so | sacrifices on convenience are acceptable. | dennisy wrote: | I am using this and it is a much better development and | deployment workflow when compared to cloud functions. The only | thing it lacks is some bigger RAM for ML workloads. | scanr wrote: | He mentions CloudSQL for storage. Anyone know if it's also on- | demand? | minimaxir wrote: | No, you need a persistent instance unfortunately (min $7/mo): | https://cloud.google.com/sql/pricing | Iwan-Zotow wrote: | Did he publish any IP of his project(s)? | | Lets flood it and have him pay the bill | inscrutable wrote: | started using this... pretty awesome vs the wall of yaml it | replaces. Not suitable for all workloads (max 1cpu/2 gigs ram, 4 | minute max pod startup time, can't do background work when not | serving a request). But it replaces cert-manager, ingress-nginx, | oauth2-proxy, k8s service, k8s deployment, k8s secret, k8s | configmap, k8s hpa, k8s pdb, helm charts and cluster management. | yegle wrote: | Disclaimer: I work closely on Cloud Run as an SRE. | | IF you want, you can still have it by use "Cloud Run for | Anthos", and deploy your container to your GKE cluster with the | same Knative API. This allows you to have more control on | memory/CPU etc. | inscrutable wrote: | Thanks, although unfortunately I'm not in the price bracket | for Anthos (starts at 120k/year or so I believe). | yegle wrote: | I believe there's no requirement if you just want to use | Anthos on GKE (I could be wrong though, Anthos is | relatively new). | | Alternatively, if what you really want is the ease to | manage and deploy containers and automatically scale | according to traffic, my understanding is you can always | use the open source Knative project with your Kubenetes | cluster. This provide you the exact same API supported by | Cloud Run and makes it very easy to migrate from managed | Cloud Run to on-prem K8s cluster (or K8s clusters from | other Cloud vendors). | inscrutable wrote: | thanks, I hope you're right, GCP doesn't appear to be | clear on this point, seems to be offering free trial up | to May 2020 and then who know. I'm aware of the ability | to set it up from open source which is a great fallback! | yegle wrote: | Yes that's unnecessarily complicated due to the naming. I | can't find anything on the Cloud Run add-on for GKE by | searching "GKE Anthos". | | This doc suggest you just need to enable Cloud Run add-on | on your GKE cluster to use it: | https://cloud.google.com/run/docs/gke/setup | GordonS wrote: | I tried out Azure Container Instances a while back, and the | startup times were also what killed it for me - they were all | over the shop. It was 1-2 years ago, so I don't recall exactly | and things may well have improved now, but I seem to recall | they ranged from 1-5m. | aamederen wrote: | AFAIK, PaaS solutions like heroku have a similar way of working, | at least for side-projects. Here, you deploy a container and | Google runs it somewhere and Heroku containerizes your | application every time you push it. Similar to here, Heroku's | free hobby containers also go to sleep in ~30min inactivity. | franciscop wrote: | Heroku's "hobby" is $7/m while "free" is $0/m. There's no "free | hobby": | | https://www.heroku.com/pricing | jsjohnst wrote: | As an illustrative of pricing: | | If your deployment can run in 256MB of RAM w/ 1 vCPU, handles an | average request in under 250ms, transfers 200kb or less per | request on average, and you get 2 requests/minute on average to | your site: | | The cost is around $2/month USD, which I feel is a more likely | scenario for a side project vs the "pennies a month" the OP | claims. | minimaxir wrote: | "2 requests/minute on average to your site" is a bad assumption | for a relatively unpopular side project. | | More importantly, with those hypothetical numbers, you'd stay | _well_ within the free tier for compute. | chispamed wrote: | A request is not a visit. Each visit might have a up to a | hundred requests (or even more when showing live data and | caching a PWA on first visit for example). That would | translate to one user per hour or two which even unpopular | side projects can get. But you're right about the free tier | of course. | minimaxir wrote: | Fair, although if the app is architected that way Cloud Run | might not be the best option. | modzu wrote: | people seem to forget the usage accrued via the devs | themselves.. | chispamed wrote: | I have gone serverless for a Vue frontend app I deliver with | Cloudflare Workers Sites and with a DigitalOcean S3 Space | serving all images. However I'm still very reluctant to use | Google Cloud Computing or any similar Azure/AWS solutions for | its backend because it just seems pretty expensive to me. | | I can get a vServer with 48 Gb RAM, 10 vCPUs and a 800 SSD with | a 1000 Mbit/s connection and unlimited traffic for 20EUR a | month and run my MariaDB and Redis database on the same machine | as my other containers. | | Even if the vServer only runs at 25% on average the same | performance with GC would cost me 150EUR for the CPU, 77EUR for | the RAM (with free tier already included) and that is still not | accounting for the traffic. And I would have to host the | MariaDB instance elsewhere (which adds latency). And Google | Cloud has very few data centers in Europe so it'd not even be | near my main market. | | In this case Google Cloud Run (with worse performance) would | cost me like 15x more than running a vServer. That's not a | price I'm willing to pay to go completely serverless or to | avoid downtime at all costs. Or am I missing something? | sweeneyrod wrote: | > I can get a vServer with 48 Gb RAM, 10 vCPUs and a 800 SSD | with a 1000 Mbit/s connection and unlimited traffic for 20EUR | a month and run my MariaDB and Redis database on the same | machine as my other containers. | | Where are you getting all that at that price?! | breakingcups wrote: | Where can you find a server like that for EUR20/month? | datashow wrote: | What will the bill look like if your website suddenly hit a big | traffic (e.g. someone post your site on HN)? | sansnomme wrote: | It goes up of course. Nothing's for free. Don't expect | DigitalOcean level of pricing, the premise of cloud is on | efficiency and scale, not necessarily being the cheapest raw | computing provider when compared to traditional hosting. In | other words it increases the elasticity of computation, but the | price per unit of computation goes up. (Of course there are | cost-savings like ops, security, uptime etc. But if you are | talking about one-off side projects or something ML-related | then the raw compute/bandwidth costs far outweighs everything | else.) For PaaS the free tier is subsidized by your enterprise | and other paying customers. | capableweb wrote: | > It goes up of course. Nothing's for free. | | Not sure why you write "of course" and "nothing's for free". | If you use dedicated hosting with something like Hetzner, | "suddenly hit a big traffic" doesn't automatically mean more | costs for you. The website might get slower, or even crash, | but your pricing will still be the same as it was before. | [deleted] | ignoramous wrote: | https://scaleway.com prices their base compute _very cheap_ | [0]. They have got DCs in AMS and CDG, but unfortunately, I | 've not got to use them since their DCs are a bit far from | customers. | | [0] EUR2.99 for 2vCPU, 2GB RAM, 200Mbits/s bandwidth. | tuesday20 wrote: | 75GB object storage free??? Am I reading this correctly | or am I stupid? | PhilippGille wrote: | Outgoing traffic counts as well. So for example 5 GB | storage + 70 GB outgoing traffic and then you start | paying. | | See section "Traffic" on | https://www.scaleway.com/en/object-storage/ | [deleted] | [deleted] | [deleted] | alex-olivier wrote: | My blog is hosted statically on Netlify rather than a Cloud Run | deployment. Use the best tool for the job! | ealexhudson wrote: | This is exactly the service that Azure needs and doesn't seem to | have: while there is a consumption plan for functions, that's | about it, and App Service is incredibly expensive for what you | get. | iamEAP wrote: | As @GordonS mentions, Azure Container Instances is about as | close as you'll get with Azure, but it's only close on ease-of- | use: rather different from a deployment/scaling characteristics | POV. | | I'm generally very underwhelmed by Azure offerings, but ACI is | one of the few that actually lives up to what is advertised. | GordonS wrote: | Have you seen Azure Container Instances (I just posted another | comment about it just now, before I saw your comment). | | An aside, but I totally agree that App Service is way too | expensive for the piffling amount of CPU/RAM they provide, even | though I acknowledge the platform side of the offering is | _excellent_. | z023bs wrote: | this is misleading, as cost curves are usually exponential for | these types of managed services | alex-olivier wrote: | Definitely something I look out for, but the advantage over | something like Cloud Functions, which would be an alternative, | is that a Cloud Run service handles multiple requests per | instance so it isn't 1:1 with request rate. | CraftThatBlock wrote: | Cloud Functions isn't 1:1 IIRC, once a Function is booted it | keeps serving more requests once warm. | crazygringo wrote: | How so? | | I don't understand what would make it exponential as opposed to | merely linear with traffic. | | There's nothing in their pricing documentation to suggest this. | jjeaff wrote: | It's not. But the cost difference between servers and | serverless is maybe exponential. As traffic gets really high, | serverless is going to be extremely expensive compared to a | dedicated box. | moksly wrote: | The thing I really want out of these services is the ability to | set a payment cap. It's probably never going to be an issue, but | I have anxiety, and I can't sleep easily knowing that if I fuck | up, if someone sinister abuses my application or whatever I may | be stuck with a giant bill. | jskrablin wrote: | Set budget alerts. And check what's going on if they start | going off. | | Or think again if you really need 'infinitely scalable bla | blah' for personal project on a small budget. | vineyardmike wrote: | Real answer here. | cobookman wrote: | aws lightsale and digital ocean are great alternatives for | personal projects | yjftsjthsd-h wrote: | I do not want the failure mode to be the expensive case. | spookthesunset wrote: | A "cap" feature isn't as easy to implement as you'd think. What | happens when you hit the cap? Does it start shutting down | instances? If yes, which ones and in what order? And don't say | "I don't care" because you do care--you are allowing your | provider to basically cause an outage in your service. | | If you do allow some kind of ordered shutdown of service, what | is the UX going to look like? What is the API going to look | like? | | Having a cap is not an easy feature to design or implement. And | on a backlog, it is going to be a "multi quarter, low impact" | item--meaning it will never get built. | arama471 wrote: | Why not allow people to set a cap that disables everything | set to that billing method once it's been reached? That seems | to be the use case that people are saying is missing from | cloud offerings. | spookthesunset wrote: | Yeah after I posted I realized that once you hit your cap, | that's it you are done. | | Still, I bet there is a lot of companies that might be more | upset with the provider shutting everything down even if | they had set up a cap. | Red_Leaves_Flyy wrote: | I imagine most of those companies can afford to have some | overages built into their caps. They should also be able | to afford the developer time to create fallback behavior, | and graceful degradation of services. | Thaxll wrote: | It's pretty complicated to do that on every services, imagine | for any service they would have to call an API to get the $$ | remaining , compute before scaling / creation if you have | enough ect ... | patentatt wrote: | If you wanted to be that precise, sure. But something like an | hourly 'calculate what I owe' and compare it to a cap is not | a big stretch of the imagination, and would suffice for many | use cases. | Red_Leaves_Flyy wrote: | A ml app could scale massively in an hour. | blhack wrote: | It seems absolutely within amazon's technical ability to allow | you to prepay for usage, and then evaluate your use on a per- | hour basis. | | I have a side project that uses AWS at the moment, and while | stuff like serverless RDS instances are really cool, it scares | me that somehow amazon is going to have a bug which empties my | checking account. I've read as much of the documentation as I | can find and have done everything I seem to be able to to | prevent this from happening according to AWSs documentation, | but it sill worries me. | | In fact here is a banking feature I'd love to see: per merchant | daily spending limits. I would love to be able to tell my bank | that amazon is allowed access to up to $20/day or something of | money until they get rate limited and I have to intervene. | | Uh oh I better stop before I start advocating for the | blockchain, haha | thorntonedgar wrote: | Checkout privacy.com you can set merchant daily, monthly or | yearly spending limits. | sdan wrote: | Google cloud doesn't allow those cards. | eeZah7Ux wrote: | It's very ironical to see the word "privacy" in a thread | about "serverless" stuff. | danenania wrote: | I believe you could accomplish this with Brex using virtual | cards and per-card spending limits. | wickoff wrote: | In Europe revolut has virtual cards with monthly spending | limits. Cash App must have a similar feature in the US. | dannyw wrote: | Then don't get infinitely scaling services and get a Vultr | instance, where your costs are fixed. | aamederen wrote: | Here's a story about why you are right to be anxious: | https://hackernoon.com/how-we-spent-30k-usd-in-firebase-in-l... | StillBored wrote: | These stories are everywhere. A couple months ago, it hit an | associate of mine pretty hard, he moved a small python | monitoring and statistics application off a laptop in the | office to AWS. A couple weeks later he came back and | discovered that it had burned up a few thousand $'s in | storage and transfer fees for what normally was a couple | hundred MBs of data a day being passed around and a some | database updates. | | Since it wasn't really worth debugging what went "wrong" it | got chalked up as a learning experience and moved back to the | laptop where its happily running. If it dies/whatever its no | big deal, just a git clone;./runme; and it rebuilds the whole | database and creates another web facing interface. | | The IaaS guys are masters of marketing. They have convinced | everyone that their offerings are less expensive and more | reliable, which repeatedly is proven to be false in all but | the most dynamic of situations. In this cases its saving | $7.99 a month over a unlimited site shared hosting | godaddy/whatever plan. Just in case it might need to scale a | lot, in which case your going to be paying hundreds if not | thousands in surge pricing. | | No thanks... | tnolet wrote: | Not sure what happened to your associate but this sounds | way, way out there. I run a fairly resource intensive SaaS | on AWS (lots of background jobs generating data) and we | barely go over $600 a month. | | People should not be scared of by these anecdotes, however | true they may be. It's perfectly possible to run a very | cost effective business on AWS. | C14L wrote: | That's great. But you are always just one unfortunate bug | or mis-configuration away from having it happen. | | Sure, to most people it will never happen. But the risk | is always there. Reminds me of | https://en.wikipedia.org/wiki/Survivorship_bias | Mirioron wrote: | It's possible to write bug-free code, but would you bet | your financial future on your ability to write bug-free | code? | floatingatoll wrote: | This was discussed on HN (237 comments): | https://news.ycombinator.com/item?id=17661391 | WrtCdEvrydy wrote: | That's not a bug... that's a 'feature'. | | Interestingly, AWS will not cut you off for non-payment (we had | an issue with finance and were 250k in the red by the time we | got the first 'Is there any issues over there?' email) | yegle wrote: | If you have a payment agreement, GCP won't cut you off | provide your account is in good behavior in the past. | | If your only payment method is credit card, IMHO allowing a | past due account to continue generating cost is a very risky | move and an easy target of abusing (imaging stolen credit | card etc). | | Disclaimer: I work for Google Cloud as SRE and have first | hand experience dealing with past due account (it was highly | manual and not automated). | oneshot908 wrote: | And even as an employee, if you tell them over and over again | that customers keep asking for that feature, they disagree | with you over and over again. | akudha wrote: | This sounds like a short term 'thinking'. If there are a few | stories on the internet (and there are some in this very | thread) about developers getting burned by this 'feature', it | would turn off a lot of potential users in the future. It | would make sense to be transparent and give tools to strictly | control usage/billing - both in terms of trust and money. | [deleted] | Red_Leaves_Flyy wrote: | It is. I'm using free there to build and host my projects. | If/when I exceed the free tier I'm not making a billing | account unless I can set a max bill. I'll sooner rewrite | everything to run on bare metal that has a fixed monthly | cost. | WrtCdEvrydy wrote: | I pay my $5 for linode (expanded swap to 2GB, it's SSD | backed) and just run Caprover... I'd rather not deal with | AWS's billing (even their billing dashboards are delayed | by 24 hours) | spyspy wrote: | You can deploy with a --max-instances flag to prevent infinite | scaling. This has been a feature since the Cloud Run beta and | has been in GAE forever. | alasdair_ wrote: | One issue in GAE is that it can take 24 hours to update the | billing cap. So if you happen to get a ton of fantastic press | coverage one day, your site will go down and there is | literally nothing you can do to fix it. | skj wrote: | Seems unrelated to capping instance counts, which I assume | would go into effect very quickly. | | (I work on GCP but not this product) | alex-olivier wrote: | Do-able today with GCP Billing | tmpz22 wrote: | I wonder how friendly the UI is to accomplish that | Havoc wrote: | I thought GCP is alerts not capping? | alex-olivier wrote: | The 'official' method is programmatically DIY! | | https://cloud.google.com/billing/docs/how- | to/notify#cap_disa... | throwlaplace wrote: | haha | | >Warning: This example removes billing from your project, | shutting down all resources. | | this is the digital equivalent of literally pulling the | plug. i wonder how long it takes for GCP to register that | you've pulled billing though? in some cases i'm sure even | milliseconds could make a large difference. | Havoc wrote: | Damn that's ugly. | | I'm luckily still on Azure's MSDN tier...which is | hardcapped to 150 bucks. | [deleted] | brenden2 wrote: | It's cheap insurance to create an LLC to protect yourself from | extreme situations for this kind of thing. Worst case the LLC | goes defunct, but you won't be personally liable. | | https://www.nolo.com/legal-encyclopedia/limited-liability-pr... | | EDIT: This comment is based on the assumption that the parent | was trying to start a side business. I'm certainly not | advocating fraud. | throwlaplace wrote: | wut? are you suggesting that if there's a cost overrun you | just shutdown the LLC? that sounds like a loop that couldn't | possibly be true? when you sign TOS you agree to be | responsible for service fees. if being an LLC indemnifies | against these sorts of charges it would also indemnify you | against other legitimate fees? take out a business credit | card and cash advance and then close the LLC? free money! | toolz wrote: | It basically does work like that, however the law is almost | never that cut and dry. The situation you're describing | would have the person benefiting from the money as being | personally liable because that person presumably would be | taking the cash advance for self-interest instead of taking | the loan in the interest of the business. | mushufasa wrote: | more or less, yes. bankruptcy courts vary by location. the | whole point of a 'limited liability corporation' is you not | being personally liable. | | BUT if you have 'malicious intent' -- meaning you build an | llc on purpose to overrun costs and get free stuff, you CAN | and WILL be sued and face penalties. cause that's just cut- | and-dry fraud. | danpalmer wrote: | Yes. This is exactly what the "limited liability" in LLC | means. You are not personally liable, only the business is. | | There are nuances to this, obviously fraud is fraud, | regardless of using a shell company to perpetrate it, and a | new business is unlikely to get a credit limit large enough | to be a worthwhile avenue for fraud. | flir wrote: | Banks often ask for personal guarantees from ltd owners for | precisely this reason. I've just skimmed the T&Cs and I | can't _see_ any indemnity clauses, but that document 's | massive and I'm just some guy, so who knows. | | (Incidentally, it's fairly common to structure a pair of | ltds with the assets in one and the liabilities in another. | If the whole thing crashes and burns, at least the IP | doesn't go with it). | CamelCaseName wrote: | Which is exactly why banks require 2+ years of business | history, collateral, or a personal guarantee. They will | also review your financials when you apply for additional | credit facilities. | [deleted] | lonelappde wrote: | Good luck telling the judge your single person LLC with no | investors shouldn't be pierced to pay debts incurred by its | only owner and only employee. | Terretta wrote: | Works fine if you didn't co-mingle personal usage of the | business accounts. | bryanrasmussen wrote: | It would be nice to have three caps: | | 1. notify me so I can ok continued service 2. start throttling | usage 3. turn off if #1 has not responded and set new limits | etc. | clSTophEjUdRanu wrote: | This makes me anxious as well. | karmakaze wrote: | What do didn't see mentioned is the latency for the first request | when it's effectively dealer to zero. To get initial | traffic/customers this is very important. | superkuh wrote: | Deploy you side-projects at more than the scale they'll ever need | at home on your hardware for actual nothing. | spankalee wrote: | This will also cost actually nothing 99% of the time. Coud Run | has a 2 million request / month free tier. | | And I don't have to worry about accidentally unplugging my | server or downtime for OS upgrades. | fideloper wrote: | There must be added cost for a managed databases or similar, | right? | | This sounds a lot like aws lambda (except nicer thanks to just | running any container). In AWS's case, you need to pay extra for | RDS, redis, and any other persistence. | Kovah wrote: | Exactly. And this is why I do not use these services yet. It's | great if the app itself only costs like 18 cent per month.. But | if you have to pay almost EUR10 per month for a (SQL) database, | all the monetary benefits are gone. I currently pay 7EUR for | two VPS which perform great, have a lot of storage and enough | power to run all my projects. | yegle wrote: | Firestore is a managed database with free tier. | pcnix wrote: | GCP has Cloud Functions as the serverless Google Cloud | equivalent of Lambda, this is more like a Google version of | Heroku. | franciscop wrote: | I have used it for work-related reasons and indeed the service is | quite nice. But I don't use Google Cloud Run for personal | projects for two reasons: | | - No way of limiting the expenses AFAIK. I don't want the | possibility of having a huge bill on my name that I cannot pay. | This unfortunately applies to other clouds. | | - The risk of being locked out. For many, many reasons (including | the above), you can get locked out of the whole ecosystem. I | depend on Google for both Gmail and Android, so being locked out | would be a disaster. To use Google Cloud, I'd basically need to | migrate out of Google in other places, which is a huge initial | cost. | | Both of those are basically risks. I'd much rather overpay | $20-50/month than having a small risk of having to pay $100k or | being locked out of Gmail/my phone. I _cannot_ have a $100k bill | to pay, it 'd destroy everything I have. | | Also I haven't needed it so far. I've had a Node.js project on | the front page of HN, with 100k+ visits, and the Heroku hobby | server used 30% of the CPU with peaks at 50%. Trying to do the | software decently does pay off. | fearface wrote: | Why not just make another Google Account just for this project? | | It's what I do since year, basically for every customer I work, | I create a new account and even share the credentials with the | customer (if he wants it). | zwily wrote: | I've heard about Google correlating these accounts (through | billing methods, contact methods, access patterns) and | banning them together when one infringes on something. I'm | not sure it's the protection you think it is. | sdan wrote: | Yes they do. If you want to bypass these rules, just make a | ton of accounts and wait for a couple months and the use | those accounts with whatever credit card you have (keep in | mind that you should get another card from your bank | because google can tell when your card is a generated one | like privacy.com) | mcintyre1994 wrote: | Won't they just correlate the name and address on your | different credit cards? | sdan wrote: | I don't recall ever giving my real name/address for any | billing address/name, because most if not all the time, | they don't really care (or at least I never seen a | difference). | tamrix wrote: | It's against the ToS to create another account to circumvate | a ban. | C14L wrote: | All those accounts are "related". Made from the same PC, used | from the same phone, etc. | matsz wrote: | Cloud hosting is great for businesses, that's why I believe | that every web developer should experiment with those services. | It's not great for personal use for the reasons you've stated - | the risk of your service going down due to it being viral is | much easier to bear than the risk of having to pay outrageous | amounts of money for those services in that event. | | If your hobby project goes down for a while nobody will | remember that and having to pay $100k will make you remember | that for an eternity. | abootstrapper wrote: | Years ago I ran a side project that went viral. It grew to | 60k visitors a day and my monthly cloud expenses were around | $1,500. I cannot fathom a scenario where you get a surprise | $100k bill from a viral hit. Anytime my project went down due | to scaling, it was painful. You don't get many chances at | going viral. | jon-wood wrote: | I've seen surprise bills not far off that, not from a viral | hit, but from bugs in the firmware for connected devices | which suddenly switched them from taking 1 action/10 | minutes to 1 action/3 seconds. Needless to say firmware QA | has become much more focused since that incident. | benhurmarcel wrote: | $1500/month is a massive cost for a side project, I'd | rather have it go offline by far. | matsz wrote: | You're right. I've went with the $100k assumption from the | other comment. | franciscop wrote: | 60k is on the low-end of visits _only_ from HN where I 've | normally seen 100k+. I saw around 60k once of 4-5 of my | projects hitting the front-page. | | Also I know I make mistakes, both at coding and at setting | things up, which can easily trash things around and make a | 10x-100x multiplier for the cost. The risk is small, but | the consequences are horrible so I prefer to avoid this | risk. | | Edit: also note that even a $10k would be horrifying to | spend in most personal projects, and $1500 is more than | what most programmers are saving monthly in most of the | world. | redis_mlc wrote: | > I cannot have a $100k bill to pay, it'd destroy everything I | have. | | Welcome to US healthcare. Happens daily! :) | franciscop wrote: | I'm not in the US, and would not dream of going there without | health insurance. | znpy wrote: | That makes me happy to be an European | [deleted] | cheriot wrote: | From the article: | | > The service will create more and more instances of your | application up to the limit you defined | | The Cloud Run docs confirm an instance maximum can be set and | the price per instance can be less than $5/month. | franciscop wrote: | Cost is not only based on the number of instances. From a | quick search: | | https://www.jhanley.com/google-cloud-run-pricing/ | | Understanding the cost of these services is not easy at all, | especially for extreme cases/situations. And a | calculator/estimator won't fix the problem. That is why I | love the fixed $X/month where there's no room for surprises. | cheriot wrote: | I hope GCP/AWS add a max spend ability. Until then it's | complexity of pricing model vs time spent on OS and | database management. To each their own. | misterhtmlcss wrote: | It's why I'm on digital ocean. Cheap, but good quality | service that's comparable to the big boys and it's | capped. $5/month is perfect for me | itake wrote: | I use DO too, but they have deleted a lot of customer | data. | | https://news.ycombinator.com/item?id=17225665 | | https://blog.checklyhq.com/why-the-recent-digital-ocean- | kill... | | Keep your stuff backed up. | savrajsingh wrote: | You can definitely set limits on GCP | franciscop wrote: | I use Heroku for these situations where everything is | managed automatically. The only con here would be paying | more, $20-50/m (Node.js+DB+Redis?) instead of $5/m for | DO, but I'm happy to pay for that and spend no time on | manual management. | swiley wrote: | > No way of limiting the expenses | | This pattern seems common among business people: things working | in the common case vs things working in corner cases, it's how | you end up with consumer windows running critical machines. I'm | always shocked and moderately disturbed when I see it but I | guess we all need to accept the reality that most people are | very pragmatic. It makes sense, most people's intuition comes | from "the real material world" where you have to pragmatic, I | think many of them fail to realize that on a computer you don't | have to give up certainty the way you do in "the real world." | kevan wrote: | Loss aversion[1] describes the phenomenon pretty well: | | > Humans may be hardwired to be loss averse due to asymmetric | evolutionary pressure on losses and gains: for an organism | operating close to the edge of survival, the loss of a day's | food could cause death, whereas the gain of an extra day's | food would not cause an extra day of life (unless the food | could be easily and effectively stored). | | For lots of companies an accidental over-use of tens or | hundreds of thousands of dollars is an annoyance, but for a | single person that could bankrupt them. I generally avoid | programmatically interacting with cloud providers on my own | time for exactly this reason. One mistake in a loop can get | expensive fast. | | [1] https://en.wikipedia.org/wiki/Loss_aversion | unexaminedlife wrote: | I just did some math on their calculator: | https://cloud.google.com/products/calculator/ | | I think some folks may be overestimating their ability to put a | dent in Google's infrastructure. 1 CPU | 2GB memory 80 concurrent requests per container instance | 1000ms execution time per request 5kb outbound network | bandwidth per request 100 million requests per month | | $120.19 per month | | What if we bump it up to 100kb per request? In my experience | only initial requests end up being enormous, especially in | single page apps. But to be fair some folks may not have time | to optimize. That still only brings the monthly bill to | $1,071.48 | | Then again that second estimate probably isn't relevant since I | typically host my static data on a CDN. | starptech wrote: | Your setup is unrealistic. 100 million requests per month | with 80 concurrent requests?. 1000 $ is cheap if you try to | run wikipedia.com fully managed. | franciscop wrote: | I'm not from the US, and the thought of "only" paying $1071/m | for a side project which is most likely not generating | revenue is mindblowing. | | If you give me $1071-$120 = $951/month forever for optimizing | an app once I'll optimize it for you :) | chewz wrote: | Silly me I have last week made an infinite loop on Firestore | - update to document triggered CloudFunction which updated | document and Firestore is fast.. | | In just minutes I had passed free quota and here I have been | lucky because I have checked console. | | If I have left that version (and I have been sure it is just | innocent commit) for a few hours running I would be up for a | surprise. | C14L wrote: | > The risk of being locked out | | For me, this is the main reason I try not to use any Google | products, except for Gmail and Android. For mail, I started to | migrate away from Google to reduce risk of being locked out. | [deleted] | joshvm wrote: | You can set up alerts if you exceed a budget, and you can | program a response to turn off billing on a project. Google has | a guide for doing exactly what you want. It's not a | particularly clean fix, but it is fairly easy (copy paste) and | can be done. It also allows for fine grain control eg you could | kill an expensive backend process but keep the fronted running. | | You can also rate limit some APIs. | | https://cloud.google.com/billing/docs/how-to/notify#cap_disa... | | > You might cap costs because you have a hard limit on how much | money you can spend on Google Cloud. This is typical for | students, researchers, or developers working in sandbox | environments. In these cases you want to stop the spending and | might be willing to shutdown all your Google Cloud services and | usage when your budget limit is reached. | LeifCarrotson wrote: | Is this not typical for...literally every use case? No one | has an unlimited budget. | michaelt wrote: | Depends - if your profits increase in line with your | expenses, you might be raking in the ad | revenue/views/sales/whatever because your product 'went | viral' and you might prefer to keep it up. | | Or if the rise in costs is something you can mitigate on | your end - such as a bad deployment - you might want time | to respond yourself, rather than your site going offline. | | More generally, few site reliability engineers are looking | to add extra ways for the site to be taken offline. | | Of course, if you're large enough to be in those | situations, your round-the-clock operations staff will be | monitoring the billing situation as carefully as they | monitor page load times and error rates and database load | so an unexpected bill will be very unlikely. | jsmeaton wrote: | Sure, but typically a business will have specific resources | they'd be willing to shut down rather than the entire | billing account. | deanmoriarty wrote: | I had the same thoughts: even if I like Google Cloud a lot (I | use it extensively at work), I don't feel it's safe for me to | use it at home, since I don't want to risk having my entire | google account locked due to "suspicious activity", whatever | that might mean. | | In fact, I recently shut down a personal App Engine service I | had been using for myself for a few years just because of this | paranoia. The service was not doing anything illegal, just | crawling a few websites (forums, ...) I like and sending me | emails when there are interesting updates. But you never know | if they might determine my outbound traffic is suspicious. I | also started the long process of moving my main email from a | @gmail.com to a @custom.domain that currently forwards to | gmail, just in case I get locked out. | | It is quite bizzarre that this is the reputation google gained | for themselves. | irq-1 wrote: | I ordered a phone from Google that's been lost in delivery. I | have Gmail/documents/photos/music... Should I do a charge- | back? Sue them in small claims court? I should never have | done business with them. | smt88 wrote: | Absolutely don't do a chargeback. Try to settle it with the | package carrier. | | Google's algorithm can flag a chargeback as suspicious, | leading you to be locked out. | europa wrote: | Same thing happened to me once. I called google support and | they send me another phone. | tomlong wrote: | Excuse my ignorance. if a container hasn't been hit in a long | time, how long does it take to serve the first request back? Is | it spun up or sort of hot paused? | WrtCdEvrydy wrote: | AWS's firecracker can start a VM for your code in under 15ms, | but if you need database access and other stuff, you can 'pre- | warm' it. | tomlong wrote: | Thanks, that's impressive. | alex-olivier wrote: | Don't have an exact time, but the bulk of the time is app | startup vs container scheduling | minimaxir wrote: | It depends on the size of the container, but it can be a few | seconds for a cold boot if small, then instantly for requests | soon after that. | | Unfortunately Cloud Run obfuscates when a cold boot is | necessary. | ronyfadel wrote: | Can anyone shed light on how this compares with Netlify? (Pricing | and tech wise). | | Netlify has basic DB/Identity/Lambda support so I'm guessing it | could replace this entirely. | | I'm using it only to host static websites at the moment. | CraftThatBlock wrote: | Netlify (without extra features) is simply static hosting. With | Lambda, it does add server-side code. | | Cloud Run is to run a fully custom server, as in an API. It can | obviously do more than Netlify, however Netlify really excels | at static + some server code, while Cloud Run is extremely | flexible (server in any language, more resources, etc) | GordonS wrote: | Sounds quite similar to Azure Container Instances, except ACI | seems to be cheaper (at a glance). ACI is also not HTTP-only like | this seems to be, but you do need to combine it with a Function | App (Azure's serverless offering) if you want to trigger | containers using HTTP. | duxup wrote: | As a noob I have a question as to what advantages I have using | docker compared to just a service like Heroku where I just push | the application to them... and I don't bother with docker? | | To me with my limited understanding this seems like just another | step. | | Now granted when it comes to work, I'm using docker with | specifics that I know why I would want / can specify with docker | ... but for personal projects this ever comes up for me. | | But otherwise for personal projects it just never comes up. | | Yet on the other hand when it comes to various examples I see | more and more that involve docker where, I'm not sure it needs to | / what the advantage is. | | Obviously there must be some strategic choices / advantages I'm | missing. | jhgaylor wrote: | The first thing that comes to my mind is lock-in. if you push | the application to Heroku and "it just works" then when you | need to deploy it somewhere else you still have that hurdle to | cross. Heroku's pricing adds up quickly. | jiofih wrote: | The first obvious advantage is you can test your app locally in | the exact same environment it will run, including any system | dependencies and native modules. On any OS. | agotterer wrote: | Is there an easy equivalent for scheduled tasks in GCP? A | background process that executes for a short period of time and | then exists only charging you for the time it ran? | spyspy wrote: | https://cloud.google.com/scheduler/ ? | alasdair_ wrote: | I wont use this for the simple reason that I bought into the | Google Appengine stack in the past and it really bit me for | several reasons: | | They force-upgraded the java version. The problem was their their | own libraries didn't work with the new version and we had to | rewrite a ton of code. | | It ended up being insanely expensive at scale. | | We were totally locked-in to their system and the way it did | things. This would be fine but they would also deprecate certain | things we relied upon fairly regularly so there was regular churn | to keep the system running. | | Support was extremely weak for some parts of the system. Docs for | java were outdated compared with the python docs. | | Support (that we paid for) literally said to us "oh... you're | still using appengine?" | | Finally, they can jack up the pricing at any time and there | really isn't anything you can do - you can't switch to an | alternative appengine provider. | | Certain pages in the management console were completely broken | due to a js error (on any browser). In order to Use them i had to | manually patch the javascript. Six months after reporting it | several times and it was still broken. | | Oh, and when we got featured on a bunch of news sites, our | "scalable" site hit the billing threshold and stopped working. No | problem, just update the threshold, right? Except it takes twenty | four hours (!) for the billing stats to actually update. So were | were down on the one day that "unlimited scaling" actually | mattered to us. | | I'm never again choosing a single-vendor lock-in solution. | Especially since it's not limited to appengine - Google once | raised the fees for the maps API from thousands a year to eight | figures (seriously) a year with barely any notice. | tmpz22 wrote: | These products remind me of that one colleague who doesn't | understand why people don't like them. Uh, you've | systematically fucked them over for years without even | realizing it, and when you get caught you never even apologize, | thats why they don't like you. | ec109685 wrote: | It's a good point. A reputation is really hard to build up, | but easily torn down in an instant. | | Certain early decisions are still biting GCP. | jccooper wrote: | App Engine is indeed problematic. I have an important app on it | and various forced upgrades gave me a big headache. It's been | stable for several years now, so I'm okay with it, but as much | as I like the idea, and indeed the execution, of App Engine I'm | not going to do anything new on it because of the lock-in | factors. | | Cloud Run, however, uses standard containers, so as long as you | don't use Google proprietary stuff on the backend it's | relatively easy to move. As the article mentions, it's useful | for low-traffic projects, and if they pick up you can move them | to full-time instances. | spankalee wrote: | You're outlining all the reasons why Cloud Run is the successor | to App Engine. | | App Engine was the very first PaaS, came out before Docker, and | did things very uniquely in order to try to only allow scalable | apps. App Engine standard has to explicitly create special | environments for each of their runtimes, and that's slow and | expensive. Services like Datastore and Memcache were tightly | coupled. | | Cloud Run fixes all that. It's just a Docker container that | listens on the PORT env variable. Use whatever runtime you | want. Run the same container locally, or on another cloud | provider. The other services like Firestore or Memorystore | (Redis) are truly optional and external. | | Cloud Run is what lets you avoid single-vendor lock in, but | still get from 0 scaling. | tra3 wrote: | What kinds of applications take no time to startup though? I'm | curious about the spin up time, 'cause my rails applications take | on the order of minutes. I guess you can schedule a keep alive | elsewhere though.. | all_factz wrote: | What's the advantage of GCR over AWS Fargate/ECS? I've been | running an app on ECS for a couple months now and have been | pretty happy with the ease of set-up, load-balancing, auto- | scaling etc, though there are still kinks I'm figuring out | (SSHing into containers to perform database management, for | example, or deploying updated tasks without downtime). Is the | main selling point of GCR just its price? I haven't found ECS | pricing to be an issue (but I'm also not running anything at | scale, and I do pay more than a few cents a month -- but still | under 10 bucks). | mmbleh wrote: | GCR runs containers like Fargate, but scales to zero like | lambda, so you only pay for usage | skj wrote: | GCR is the container registry and does nothing but store your | artifacts. | PhilippGille wrote: | The article and comments are about Google Cloud Run | anirudhgarg wrote: | I don't think you can scale up and scale down Fargate based on | Http requests | staticassertion wrote: | I'm not sure if you can reasonably scale to 0, but I believe | you can attach Autoscaling Groups to Fargate. | anirudhgarg wrote: | Most likely it would be based on CPU/Memory and not | requests | asdfasdfgdy wrote: | Disclaimer: I work on cloud run | | Another advantage not stated by others is that cloud run | (mostly) adheres to the KNative API spec. This allows you lift- | and-shift your application from cloud run to a Kubernetes | cluster with the KNative plugin installed, a feature you can't | find with any other serverless product | ignoramous wrote: | Thanks. What are the usual cold start and warm start times | for Cloud Run? Is there potential for those start times to go | down to a few milliseconds in the near-future? | jupp0r wrote: | Another option is Google Cloud AppEngine. It's a little more | limited in terms of languages that are supported, but the free | tier is generous enough that I have never paid anything to run | backends for side projects. | yegle wrote: | For personal projects I think App Engine is superior due to the | included services like Mail API and Memcache API. | | There are also features like Firewall API that's lacking in | Cloud Run right now. | | One downside of App Engine (due to its 10+years of history) is | that one GCP project can only have one App Engine app in a | single region, and you can't change the region after it's | created. You can have arbitrary number of Cloud Run service in | one GCP project, each can be in different region. | | It's also harder to take a Infrastructure-as-code approach on | App Engine as there's no easy way to diff between the deployed | version and the intent (in Cloud Run, you can use the container | image hash for that purpose). | | Disclaimer: SRE working on App Engine and Cloud Run. | spyspy wrote: | GAE and Cloud functions are gradually going to be replaced by | Cloud Run. In fact Run and 2nd generation GAE run on exactly | the same infra backed by gVisor and you can deploy custom | containers to either in almost exactly the same manner. | rantwasp wrote: | this has already been said, but due to the fact that this is | google you have no idea when it's going to get killed and most | things from google get killed. | | so i would suggest AWS. API Gateway + Lambda. It's basically free | for side-projects and the setup + operating it is trivial. It | also scales (and you're going to have to shell out real money) if | you were to receive a lot of traffic. | IAmEveryone wrote: | Just the other day I wanted to buy a book, but Amazon no longer | has it in stock... | | Yes, that makes about as much sense as people who can't get | over their favourite RSS reader, 13 years on. | Dolores12 wrote: | Your liability is not capped anywhere. I better stick to 5$/mo DO | for my side-projects. | alpb wrote: | You can actually specify maximum number of instances | https://cloud.google.com/run/docs/configuring/max-instances as | well as max requests handled by instance at a time | (https://cloud.google.com/run/docs/about-concurrency). | minimaxir wrote: | It takes a _lot_ of virality to go over $5 /mo for a smaller- | side project in Cloud Run. (essentially if you got the point | where it would go over, the additional surplus traffic would be | well worth it) | [deleted] | tnolet wrote: | Or a $7 Heroku dyno if you don't want to manage disks, | networking, patching etc. and can afford the extra $2 | cheriot wrote: | From the article: | | > The service will create more and more instances of your | application up to the limit you defined | | The docs confirm an instance maximum can be set and the price | per instance can be less than $5/month. | [deleted] | iandanforth wrote: | I'm not sure that "at scale" means anything if the author has | never had one of their projects scale. | minimaxir wrote: | I've been using Cloud Run for my GPT-2 text generation apps | (https://github.com/minimaxir/gpt-2-cloud-run) in order to | survive random burst, and also for small Twitter bots | (https://github.com/minimaxir/twitter-cloud-run/tree/master/h...) | which can be invoked via Cloud Scheduler to utilize the | efficiency benefits. It has been successful in those tasks. | | The only complaint I have with Cloud Run now (after many | usability updates since the initial release) is that there is no | IP rate-limiting to prevent abuse, which has been the primary | cause of unexpected costs. (due to how Cloud Run works, IP rate- | limiting has to be on Google's end; implementing it on your end | via a proxy eliminates the ease-of-use benefits) | montychain wrote: | How much do you end up paying on average for a tweet-sized | generated text? | minimaxir wrote: | I haven't create a service for auto-generated tweets yet | (just human-curated ones), but for similar service which | output tweet-length text (w/ a 2GiB RAM side), it takes about | 30s on a cold boot (which makes sense as it has to load the | model to RAM), and ~12s to generate text after a cold boot. | | From the pricing (https://cloud.google.com/run/pricing): | | 12 * ($0.00002400) + 12 * (2 * $0.00000250) = $0.000348 per | text | | ...and that's assuming you go over the free tier limit. | ParanoidShroom wrote: | I'm currently serving an api that uses a 500mb resnet v2 model. | The bootup takes to long, so now I have a single instance that | can't handle any peaks and costs too much. Doesn't your model | take to long to spin up before being able to serve a request ? | orf wrote: | Tensorflow serving, or whatever name Google cloud has given | their managed version. | minimaxir wrote: | Yes unfortunately, but that's the caveat of services-on- | demand. I'm looking more into more efficient/cheap model | deployment workflows. (it might be just running the | equivalent of Cloud Run on Knative/GKE, backed by GPUs) | ignoramous wrote: | Does GCP have an equivalent for Aurora Serverless? If so, | would choosing that over CloudSQL been cheaper? | | If you're familiar with AWS, would using AWS Batch | exclusively with Spot pricing [0] (or Fargate with Spot | pricing) _and_ Aurora Serverless [1] been cheaper than | Cloud Run + CloudSQL? | | [0] Say, the service runs for 5 mins every hour for 30 | days. The respectable a1.large instance would cost $0.50 | per month, the cheapest t3.nano would cost around $0.19 per | month. | | [1] Say, the service stores rolling 10 GiB/Month ($1.00) | and does about 1000 calls per 5 minutes every hour ($0.20) | using 2 ACUs ($3.60). This would cost $4.80 per month. | chishaku wrote: | From: https://github.com/ahmetb/cloud-run-faq#how-to-keep-a- | cloud-... | | --- | | How to keep a Cloud Run service "warm"? | | _You can work around "cold starts" by periodically making | requests to your Cloud Run service which can help prevent the | container instances from scaling to zero._ | | _Use Google Cloud Scheduler to make requests every few | minutes._ | | Does my application get multiple requests concurrently? | | _Contrary to most serverless products, Cloud Run is able to | send multiple requests to be handled simultaneously to your | container instances._ | | _Each container instance on Cloud Run is (currently) allowed | to handle up to 80 concurrent requests. This is also the | default value._ | | What if my application can't handle concurrent requests? | | _If your application cannot handle this number, you can | configure this number while deploying your service in gcloud | or Cloud Console._ | | _Most of the popular programming languages can process | multiple requests at the same time thanks to multi-threading. | But some languages may need additional components to do | concurrent requests (e.g. PHP with Apache, or Python with | gunicorn)._ | f311a wrote: | If very few people visit a side-project, that's probably bad for | Google search. Its crawler will be detecting slow response times | and Google can penalize you in search results. | texasbigdata wrote: | What a complimentary business strategy :) | riyadparvez wrote: | More like unintended consequences. Like many real world | cases, each of the policies is a reasonable, sound and fair | policy by their own right. But when you combine them they | might seem designed with exploitive motives. | remmargorp64 wrote: | Of course, the downside to doing anything with a Google product | is that it could be deprecated next year... | tpetry wrote: | It's slready like a meme: the typical comment on the google | cloud that it could be closed tomorrow. | | When will everyone understand that google cloud (money earning | product) is different to all the other free products | xenospn wrote: | Burden of proof is on Google. | llampx wrote: | Money-earning products have been shut down at Google before. | gumby wrote: | > When will everyone understand that google cloud (money | earning product) is different to all the other free products | | When Google demonstrates it. They've already discontinued | various parts of their cloud product. | | True, they are unlikely to shut down gmail, search, or | Android. | | On the other hand google's cloud is a money loser that has | slipped to a distant #4 in the cloud rankings. | | But like many of Google's revenue-generating products it | exists to show Wall Street that they have an increasingly | diversified revenue stream (I think advertising is "down" to | around 87%). They have lots of bets to try an improve this | but little to show for it. | | They did recently commit $2B to making GCP a player but I | suspect that if that doesn't show results by the end of 2020, | investment in this sector will fall precipitously. | tpetry wrote: | Do you have examples of discontinued Google Cloud Platform | products? | gumby wrote: | You don't need to ask me: Google provides their own handy | list of examples (some like messaging API show up under | other names like XMPP; others don't appear on this list | because they were marketed differently, e.g. Google | Print): | | https://cloud.google.com/appengine/docs/deprecations/ | dodobirdlord wrote: | Many of those seem to have been around for well more than | the 1 year deprecation minimum, and most of them appear | to be some combination of Alpha/Beta products or language | runtimes. Alpha/Beta products aren't really on-topic, and | the language runtime stuff doesn't look all that | different from how AWS does runtime deprecations. | | https://docs.aws.amazon.com/lambda/latest/dg/runtime- | support... | libria wrote: | https://cloud.google.com/prediction/ | yegle wrote: | Disclaimer: I work on Cloud Run as an SRE. | | Google Cloud has an official deprecation policy. If a product | is labeled GA, Google Cloud guarantees that the service will | continue running for at least 12 months since the announcement | of deprecation. | OkGoDoIt wrote: | Exactly. According to what you said, any service with that | policy could literally shut down next year if there is a | deprecation announcement this year. | | Which is better than some small no name startup service | provider who might just go out of business tomorrow, but | among all the big cloud providers Google is definitely the | hardest to trust with longevity. | | A more realistic concern is that Google might substantially | change the free tier making this more expensive, or might | shut down some auxiliary product that would be painful to | switch from without migrating clouds completely, or that a | payment might bounce for some reason and now I'm locked out | of all of my google services without recourse. | | Sure the odds of all of the above are relatively low, but | from what I've seen they are a lot higher on Google than they | are on Azure or AWS. | lallysingh wrote: | Can we standardize this standard comment? Say a URL that points | to the problems we always see complaints about for using a | Google service? Then someone posts that link at every Google HN | post and we can all get on with our lives? | | They're boilerplate and don't add to the discussion. | GordonS wrote: | Yes, as much as I agree with the sentiment of the GP, these | comments really are just a _bore_ now. | rantwasp wrote: | i suggest a TLA in the title so that we all know what is | going to happen. why wast a good comment on it | inscrutable wrote: | except it's open source... | akoncius wrote: | please give a link to source | foolinaround wrote: | its more an adherence to open standards - it is built on | knative | wstrange wrote: | https://github.com/knative https://github.com/google/gvisor | dangoor wrote: | Assuming you're using SQL or something else that's portable for | your data, the app is just a standard app in a container. It | would be easy to move elsewhere, or even to just deploy to a | different Google Cloud service. | ThinkBeat wrote: | I often find myself what "at scale" means. It is used by so many | different providers and it gets confusing. | | When all you give the service is a container, how dos it know how | to scale your project? | | I presume it gives it more CPU and more RAM automagically but | does that really provide "at scale" | | I think of "at scale" to mean really a lot of traffic. | | Spinning up new instances if your container is possible, but I | think I would like an API where code can somehow interact with | the scaling mechanism. | | I guess "stateless" gives us some information. | Mockapapella wrote: | I've been looking for a service like this for a while now. The | only problem I'm seeing with regards to my use case is I need | powerful GPUs for NLP inference to also scale up and down to | demand. Can someone explain if this is possible with GCR and if | so what do i need to do to accomplish it? | spankalee wrote: | There are Cloud GPUs: https://cloud.google.com/gpu/ but more | generally, there's a whole AI platform: | https://cloud.google.com/ai-platform/ | city41 wrote: | I'm just starting to explore cheap hosting for a web app and my | initial digging suggests shared php hosting (with MySQL) is | promising. It seems much cheaper than ruby, node, etc. Can anyone | comment if my initial hunches are correct? | sweeneyrod wrote: | If you can save $10/month by using PHP rather than Ruby (which | seems optimistic) and value your time at $10/hour (which seems | pessimistic) then writing PHP instead Ruby only has to take one | hour per month more (or the equivalent in pain) to not be worth | it. | city41 wrote: | I get what you're saying and appreciate the perspective. I'm | not convinced rails or perhaps Sinatra are really any nicer | than say Laravel. But I personally am not a ruby fan. | | In this particular case the front end is very rich and the | majority of the effort, and for the back end I just need a | little bit of crud. | EGreg wrote: | If you already have an EC2 instance reserved on AWS for a year, | you could just throw all those small projects there. | | If they are truly stateless then the bottleneck will probably be | the database, anyway. | | For anyone starting a new app I recommend just building apps that | are TRULY serverless. Then you can make them client-first, work | offline, not tied to on one particular domain name, support end- | to-end encryption, be embarassingly parallel and scalable, and | take an _activist position_ against continuing centralization. | | A fuller exposition is here, so I don't have fo write a whole | mountain of text: https://qbix.com/blog/2020/01/02/the-case-for- | building-clien... ___________________________________________________________________ (page generated 2020-01-12 23:00 UTC)