806.9K
UNdeploying websites and serverless architecture.
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#computerscience #programming #python #brainrot #vercel
@understand.cs
#Coldstart Serverless Computing Issues
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RUServerless != No Servers, It just means "Not Your Servers."
Most developers think "Serverless" just means saving money. That’s only half the truth. The real benefit is shifting the responsibility of "uptime" to the cloud provider.
Here is the technical breakdown of what actually changes in your architecture:
1. Compute: EC2 vs. Lambda
The Old Way (EC2): You pay for "Capacity." If you rent a server for 24 hours but only get traffic for 2 hours, you wasted money on the other 22 hours. You also have to patch the OS.
The Serverless Way (Lambda): You pay for "Execution." If your code runs for 200ms, you pay for exactly 200ms.
⚠️ The Catch: Cold Starts. If your function hasn’t run in a while, AWS needs to spin up a container. This adds latency (sometimes 100ms - 2s). For super low-latency apps, this can be a problem.
2. Storage: EBS vs. S3
The Old Way (EBS): This is Block Storage. It's like a hard drive attached to your computer. You pay for the size of the disk (e.g., 500GB), even if it's empty.
The Serverless Way (S3): This is Object Storage. You pay only for the storage used and the API requests (GET/PUT) to access it.
3. Database: RDS vs. DynamoDB
The Old Way (RDS): Even when idle, the database instance is running. You pay an hourly rate for the CPU and RAM.
The Serverless Way (DynamoDB On-Demand): You pay per Read/Write unit.
⚠️ The Catch: Cost at Scale. Serverless databases are cheap for low to medium traffic. But if you have massive, constant throughput (millions of requests per hour), a provisioned server (like RDS or DynamoDB Provisioned Mode) is often mathematically cheaper than Serverless On-Demand.
The Verdict? Go Serverless for variable traffic, startups, and background tasks. Stick to provisioned servers for sustained, predictable high loads.
#softwareengineering #aws #serverless #lambda #cloudcomputing
@rushi.says
80.8K
GKDid you know that serverless is actually full of servers?
You probably did...this video is still worth a watch though 😛
#SystemDesign #Serverless #CloudSolutions
@gkcs__
3.3K
SWYour startup doesn’t fail because of bad code.
It fails because one infra config flips the wrong way.
Supabase had a 3h 42m outage.
One AWS setting. Whole region lost internet access.
Databases, auth, storage, realtime. All down.
And while teams were panicking
PlanetScale saw 10x signups.
Infra reputation is brutal.
@swaraj.human
10.7K
COCold start Problem in Dustributed System.
Traffic spikes 🚀
Kubernetes auto-scales 📈
New pods get created…
But Spring Boot is still starting ❄️
JVM booting
Beans loading
DB connecting
Cache warming
Pod is RUNNING ≠ App is READY
That delay is called the Cold Start Problem.
Readiness probes & minimum pods save your APIs 🔥
#java #spring #Microservices
#softwaredevelopment #javainterview
Follow @conceptsofcs for real backend engineering.
@conceptsofcs
364.9K
GOIs cold start useless?
@goldeyesight
189.0K
DRIf you have old PC, definitely try this!
In this video I have shared you how to fix old PC slower issue, try this and let me know in the comment.
Follow @drtechcto
#computer #oldpc #tech
@drtechcto
348.7K
CLTalking a Critical Server Back to Life
Client’s “mission-critical” server is down, everyone’s in panic mode… and you just walk into the cold aisle, gently pat the Dell rack and whisper: “Don’t be down, little server, you’re being too critical of yourself.” 99% troubleshooting, 1% server therapy 😅
Критичный сервер у клиента лёг, все в панике… А ты заходишь в холодный коридор, нежно гладишь стойку Dell и шепчешь: «Ну не падай, маленький сервер, ты просто слишком самокритичный». 99% администрирования, 1% психотерапии для железа 😅
#server #datacenter #sysadmin #itlife #serverdown #dell #itмем #itmem #infrastructure #networking #support #devops #serverroom #админ #инфраструктура
@cloudcity.center
12.0K
446.7K
MRTesting a PC in Sub-Zero temperatures, what happens when a PC gets too cold? Components typically benefit from cool temps, but in extreme circumstances the cold can actually be bad for a computer! #pc #pctips #pcbuilding #mryeester
@mryeester
4.0M
SMThe Ultimate Guide to Solving Slow PC Problems with CMD
@smart.easy.ig
1.4M
SAHow to disable Fast Startup on your PC
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#pcbuild #tech #techgirl #pcgaming #desksetup @microsoft @windows
@saladpictures_
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