Lava Kumar Rayapati

Software Engineer | .Net | SQL Server

[Lava Kumar Rayapati @rlavakumar]

Working on #dotnet stack as a senior developer, aspiring to be an architect, what are the skills/technologies/concepts one should know inorder to be a good architect. Appreciate if you could help, Thanks in advance ! #architect
@davidfowl @MicbOliver @AnsonHorton
#dotnetcore

[Lava Kumar Rayapati @rlavakumar]

@ArunBehal3 @IncomeTaxIndia Yes, facing the same issue.

[Lava Kumar Rayapati @rlavakumar]

Hi Asish, do you teach DSA and System Design ?

Looking for a live course, pls let me know if you have any good references.

@ashishps_1

[Lava Kumar Rayapati @rlavakumar]

Congratulations Team India !!!
Congrats Virat on a great T20 Career!
Congrats Rohit, really happy for you !!!
#T20WorldCup #TeamIndia #DoItForDravid #RohitShamra #ViratKohli𓃵 @ImRo45 @imVkohli

[BCCI @BCCI]

Just two modern-day legends posing with the ICC Men's T20 World Cup Trophy 😊🏆

#T20WorldCup | #TeamIndia | #SAvIND | @ImRo45 | @imVkohli

[BCCI @BCCI]

What A Moment & What A Win to reach The Landmark! 🔝 🙌

Captain Rohit Sharma! 🫡 🫡

#T20IWorldCup | #TeamIndia | #SAvIND | @ImRo45

[BCCI @BCCI]

📸 Frame This!

WE HAVE DONE IT! 👏 🏆

#T20WorldCup | #TeamIndia | #SAvIND | @ImRo45

[Lava Kumar Rayapati @rlavakumar]

@JogulambaV Happy Birthday Madam !!!

[Lava Kumar Rayapati @rlavakumar]

CDC

[Alex Xu @alexxubyte]

90% of the world’s data was created in the last two years and this growth will only get faster.

However, the biggest challenge is to leverage this data in real-time. Constant data changes make databases, data lakes, and data warehouses out of sync.

CDC or Change Data Capture can help you overcome this challenge.

CDC identifies and captures changes made to the data in a database, allowing you to replicate and sync data across multiple systems.

So, how does Change Data Capture work? Here's a step-by-step breakdown:

1 - Data Modification: A change is made to the data in the source database. It could be an insert, update, or delete operation on a table.

2 - Change Capture: A CDC tool monitors the database transaction logs to capture the modifications. It uses the source connector to connect to the database and read the logs.

3 - Change Processing: The captured changes are processed and transformed into a format suitable for the downstream systems.

4 - Change Propagation: The processed changes are published to a message queue and propagated to the target systems, such as data warehouses, analytics platforms, distributed caches like Redis, and so on.

5 - Real-Time Integration: The CDC tool uses its sink connector to consume the log and update the target systems. The changes are received in real time, allowing for conflict-free data analysis and decision-making.

Users only need to take care of step 1 while all other steps are transparent.

A popular CDC solution uses Debezium with Kafka Connect to stream data changes from the source to target systems using Kafka as the broker. Debezium has connectors for most databases such as MySQL, PostgreSQL, Oracle, etc.

Over to you: have you leveraged CDC in your application before?

–
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[Lava Kumar Rayapati @rlavakumar]

Watching this today, it was posted 10 years back
https://t.co/kCKsfeYUuk

"Broken Ubuntu" container still exists on docker hub !!!
#SolmonHykes

[Lava Kumar Rayapati @rlavakumar]

@JogulambaV Happy Sankranthi !!!

[Lava Kumar Rayapati @rlavakumar]

@JogulambaV Madam, are there restrictions due to new COVID cases

[Mumbai Indians @mipaltan]

Rohit Sharma vs 🇵🇰: 𝑪𝒂𝒑𝒕𝒂𝒊𝒏𝒄𝒚 ✅ 𝑩𝒂𝒕𝒕𝒊𝒏𝒈 ✅

#OneFamily #CWC23 #INDvPAK @ImRo45

[Lava Kumar Rayapati @rlavakumar]

What's the best tool to convert SQL Server DB to #postgres. It should support both objects and data.
@PostgreSQL @planetpostgres

[ISSQUARED @IssquaredInc]

UCFlex offers the most comprehensive suite of Unified Communications (UC) #software available today and is field-proven, with millions of mailboxes deployed.

Read More: https://t.co/tHdAV7wdpi

#ISSQUARED #cloudcomputing #maintenance #productivityimprovement t #newtechnology

[ISSQUARED @IssquaredInc]

With different architecture models to choose from, #Fabulix simplifies your demanding workloads in a #sustainable, #cost-controlled way whether your #infrastructure is on-prem or in a #cloud.

Learn more- https://t.co/ILJ9pNpr1k

#HyperConvergence #HCI #Networking #Security

[Alex Xu @alexxubyte]

🎁Give Away 100 System Design Books🎁

🔹 10 signed physical books (vol1+vol2 +ML, winners get all 3)
🔹 90 1-year ByteByteGo online course

How to participate:
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[Lava Kumar Rayapati @rlavakumar]

I just subscribed to ByteByteGo Newsletter https://t.co/8rCcCBZ2q8

[Rohit Sharma @ImRo45]

Great start to the Test series 🇮🇳

[Lava Kumar Rayapati @rlavakumar]

@erikdarlingdata Thanks, timing of this post was perfect for me, I ran into the same issue today.

[Lava Kumar Rayapati @rlavakumar]

@jhannes @simonbrown What is 2/10, can you pls. point me to an article on web, thanks.

[N Chandrababu Naidu @ncbn]

శాస్త్రవేత్తగా, భారత రాష్ట్రపతిగానే కాకుండా అరుదైన గొప్ప వ్యక్తిత్వం ఉన్న మనిషిగా చరిత్రలో నిలిచిపోయారు ఏపీజే అబ్దుల్ కలాం గారు. భావితరాలకు ఉజ్వల భవిష్యత్తు అందించాలన్న తపనతో కలాం గారు యువతకు ఇచ్చిన సందేశాలను ఆ మహనీయుని జయంతి సందర్భంగా స్మరించుకుందాం.
#AbdulKalam