#Aws Lambda Cold Start Mitigation

AWS Lambda is a serverless service that runs your code on demand without any server management. ✅ Scaling: It scales from zero to millions of requests instantly. ✅ Cost: You only pay for the exact milliseconds your code is running. ✅ The CPU Secret: You don't choose CPU power. AWS gives you more processing power automatically as you increase your function's Memory. ✅ Cold Starts: If your code hasn't run in a while, the first request will be slow while AWS spins up a new microVM container. Spend your time building features, not fixing infrastructure. #AWS #Serverless #Backend #CloudComputing #SoftwareEngineering

Did you know that you can host your programming projects for free using AWS? ☁️🤑 Since 2020, I’ve been using @amazonwebservices to host my projects, ranging from small automated tasks to large management systems supporting entire companies! 🤯💻 Some of my favorite services include: Amazon S3 - scalable file storage 🪣 Amazon EC2 - On-demand scalable server instances 🧠 AWS Lambda - Serverless compute without the need for managing servers 🤖 Click the link in my bio to sign up for a free AWS account and start hosting your programming projects! ⬅️ #ad #programming #coding #code

Here’s you gotta do AWS ⚡️❤️ 1. Learn Cloudwatch (Metrics , Alarms , logs etc) 2. Learn a compute unit (Start with Lambda , deploy a code package in it emit logs and metrics, then go to AWS EC2 learn and use it) 3. Now you know the compute units , learn learn about access management in AWS ( IAM roles , users and try to connect the lambda you created to Cloudwatch, DDB etc) 4.Now that u know the compute go to storage , first learn Dynamodb (trust me adding this skill in your resume is a game changer) Learn about Partition keys, sort keys, indexes etc 5. Then now go to cold store like AWS S3 very simple to learn aws service Let me know in the comments when u start doing it or already know the above, and for clickable links comment AWS Follow @rizdev.in for more ⚡️👩‍💻❤️ #softwaredeveloper #backenddeveloper #coding #faang #womenintech

Now this is what you call true reliability, nothing quite like a good diesel cold start 😂🚜 #diesel #dieselpower #turbodiesel #racecar #exhuast #coldstart #carmeme #carlovers #tdi

pov: system design scaling issues Even with serverless architecture, you’ll face issues scaling up as different components scale at different speeds and to different levels. For example, API Gateway has a default 30 second timeout, and AWS Lambda can run for 15 minutes. If Lambda does not return in time, your users won’t get a successful response code. Cold starts are a very common reason lambdas take too long, and this is just one of the few fixes. You can also do things like implement SnapStart, cache a database connection, and other data which takes a long time to fetch. #aws #csmajors #systemdesign #designreview

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What Exactly is Serverless? #Serverless #ServerlessComputing #CloudNative #FaaS #CloudArchitecture serverless architecture, AWS Lambda, Azure Functions, Google Cloud Functions, event-driven computing, functions as a service, auto scaling, pay per execution, stateless functions, API Gateway, serverless workflows, triggers and events, cold starts, monitoring and logging, security best practices, serverless databases, cloud messaging, microservices, cost optimization

Comment AUDIT for both prompts and the complete guide 📖 3 reasons your AI automations are probably useless: 1. You’re automating tasks that take 10 minutes 2. You have no idea what the ROI actually is 3. You’re building based on “vibes” not data Here’s what actually works: ✅ Map every business process (use Notion) ✅ Rank by ROI using this Claude prompt ✅ Visualize everything as a diagram using a second prompt What you’ll find: - One process costing $97K/year (monthly reporting) - Another costing $41K/year (client onboarding) - Another costing $27K/year (support tickets) THOSE are the automations worth building. Not: ❌ Email summarizers (saves 10 min/week) ❌ Content generators (saves 5 min/week) ❌ Random chatbots (saves 15 min/week) The difference? $200K+ in annual savings vs. 30 minutes saved per week. I literally charge $5K to run this audit for companies. You can get both prompts + the full guide for free. Comment “AUDIT” and I’ll send it 👇 #ai #aiautomation #automation #business #productivity #aiagents #tech #nocode #saas

Day 6/10 – AWS: Cloud Fundamentals ☁️ Cloud is everywhere – start with AWS Cloud Fundamentals today! This free course gives you the basics of EC2, S3, and modern cloud architecture. 🎯 Must-have for anyone dreaming of roles in Cloud, DevOps & AI. ✨ Add AWS to your resume and open global career doors. Follow @upskill_with_neha for daily certification updates. #amazon #Day6 #aws #skills

Cold Starts on the Coldest Day of the Year! #cars #carculture #carenthusiast #coldstart #turbo

🚀 Learn AWS Using FREE Tier Want to explore AWS but scared of hidden charges? Here’s how to safely get started using the AWS Free Tier 👇 ✅ Step-by-Step to Begin: 1. Sign up at aws.amazon.com/free 2. Use a valid credit/debit card (only for verification) 3. Stick to services marked “Free Tier Eligible” 🧠 What You Can Learn with Free Tier: * EC2 (750 hrs/month of t2.micro) * S3 (5 GB storage) * RDS (750 hrs/month db.t2.micro) * Lambda (1M requests) * CloudWatch, SNS, IAM, and more... ⚠️ Billing Safety Tips: * ✅ Always pick Free Tier eligible services * 🛑 Never go beyond allowed usage limits * 💰 Set up AWS Budgets & Billing Alerts * 🔐 Enable MFA on your account * 📆 Delete resources when not in use 🧑‍💻 Start building cloud projects without breaking the bank! 📍 Save this post & follow for more AWS & Java content! #AWS #AWSTutorial #AWSLearning #AWSFreeTier #CloudComputing #AWSTips #JavaDeveloper #SpringBoot #CloudJourney #TechReels #DevTips #NoSurpriseBills #FreeTierSafe #LearnToCode #BuildInPublic #CloudBeginner

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