AzureTalk - AzureEzy Tech Community

06 February 2026 19:48

they way i understand this and my analysis is as follows..
if the source and transformations are fast, bt the overall duration is high the bottleneck is almost certainly the sink's ingestion rate or request overhead—especially since you're dealing with a CRM. As you know it has a typically strict api throttling and high per request latency »

you can speed it up» for instance small batch prevent timeouts, they can actually slowdown execution if not handled properly. every timeadf sends it incurs network overheard and API authentication handshake time. the fix would be is it increase write batch size usually 500 and 5000 records depending on the crm.

Check row by row processing » For Each activity with a Web Activity or a Stored Procedure inside it to load the CRM, ADF executes these sequentially by default. so what i think could fix is ..ensure sequential is unchecked if no checked then set a batch count upto 50 to process multiple chunks of data at once>

Earlier you had mentioned the sources isn;t the issue check these areas

Integration Runtime (IR) > Are you using a Self-Hosted IR? If so, check the CPU/Memory on that VM. If it's hitting 100%, the pipeline will crawl regardless of data size.

CRM Throttling > Most CRMs return a 429 Too Many Requests or simply slow down (tarpitting) when hit too hard. Check if your CRM logs show "Service Unavailable" or " "Rate Limit Exceeded."

DIU Settings,"In your Copy Activity, check the Data Integration Units (DIU). If it's set to ""Auto,"" ADF might be under-allocating resources for a ""small"" volume of records. Try manually setting it to 4 or 8."

I would recommend stating method

1. stage to blob - dump you data into csv or parquet file in azure blob storage
2. bulk api - use crm specific blulk api (e.g., Salesforce Bulk API 2.0 or Dynamics 365 Data Export Service/Dataverse 4-way parallel load).
3.

AzureTalk - AzureEzy Tech Community

06 February 2026 13:16

Hi everyone,

This is Manikanta. I’m currently exploring new job opportunities.

Skill set: Azure IaaS & PaaS, Azure DevOps, Windows Administration.

If you’re aware of any suitable openings or referrals, please let me know.

Thank you in advance

AzureTalk - AzureEzy Tech Community

05 February 2026 09:40

@Th33qualiz3r r u there

AzureTalk - AzureEzy Tech Community

04 February 2026 12:07

Pls ask and also tell us what have you tried so far

AzureTalk - AzureEzy Tech Community

03 February 2026 06:59

📢 AzureTalk is Back!

Hi everyone, I’m excited to share that we are officially resuming our AzureTalk sessions. Get ready to dive back into the latest in Azure cloud architecture and innovation.

I’ll be posting the formal announcement and session links here in the chat shortly—stay tuned!

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AzureTalk - AzureEzy Tech Community

02 February 2026 20:39

Any iot expert in group?

AzureTalk - AzureEzy Tech Community

22 January 2026 04:27

Hi everyone,

I am looking for a job change. I have 5 years of experience in Azure Cloud, please let me know any openings
My skill set :
Azure IaaS & PaaS
Azure DevOps

AzureTalk - AzureEzy Tech Community

08 January 2026 20:23

What's your question finish it

AzureTalk - AzureEzy Tech Community

24 December 2025 05:16

An [437671070] used a banned word.
Action: Kicked ❗️

AzureTalk - AzureEzy Tech Community

16 December 2025 06:03

Hi Rocky , Welcome to AzureTalk technical community.

Please join our Job Group for any job postings /channel/AzureTalkJobs. Repeated job posts may considered spam here and may lead to ban.

You can watch all our previous sessions at https://www.youtube.com/c/azuretalk

AzureTalk - AzureEzy Tech Community

05 December 2025 18:31

Hi Kavya , Welcome to AzureTalk technical community.

Please join our Job Group for any job postings /channel/AzureTalkJobs. Repeated job posts may considered spam here and may lead to ban.

You can watch all our previous sessions at https://www.youtube.com/c/azuretalk

AzureTalk - AzureEzy Tech Community

03 December 2025 13:58

Hi, everyone, I am looking for amy document, article, video for understanding Microsoft service fabric cluster on an on-premise setup. Please share any knowledge base articles, videos for configuration, troubleshooting issues...

AzureTalk - AzureEzy Tech Community

14 October 2025 22:04

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AzureTalk - AzureEzy Tech Community

13 October 2025 05:10

Has anyone completed az 204 renew certification??

AzureTalk - AzureEzy Tech Community

28 September 2025 18:28

Why would u do it in the first pla

AzureTalk - AzureEzy Tech Community

06 February 2026 17:00

Can you share that bro ..meanwhile what I think is supposed to be fixed that error is :

To reduce lookup overhead during upserts, we can create and activate an alternate key on a unique Account field and sharing the logical name. Additionally, plugins or Power Automate flows triggered also impact on slowness .

AzureTalk - AzureEzy Tech Community

06 February 2026 04:16

I think I found out sorry it took me a whole will share it

AzureTalk - AzureEzy Tech Community

04 February 2026 15:18

I'm trying to make an ADF pipeline stable and faster by loading data into CRM in small batches instead of a single bulk load. I've already tried ADF tuning .We’re facing a performance issue in an ADF pipeline where processing a relatively small volume of records is taking an unusually long time. We’ve validated that the source read and transformation steps are not the bottleneck, but the overall pipeline execution still remains slow. We’d like your help to analyze where the delay is occurring and identify the correct way to handle this scenario efficiently.

AzureTalk - AzureEzy Tech Community

04 February 2026 10:32

Hi everyone,
I have query related to adf pipeline execution,can anyone help me out

AzureTalk - AzureEzy Tech Community

03 February 2026 06:41

For anyone exploring SAP + AI: this episode breaks down why tables need a different model approach and shows demos/patterns.
https://youtu.be/CbUDRgEO0yI?si=HDKDd6zKw-G5ngAy

AzureTalk - AzureEzy Tech Community

29 January 2026 11:06

Hi Mackenzie Graham , Welcome to AzureTalk technical community.

Please join our Job Group for any job postings /channel/AzureTalkJobs. Repeated job posts may considered spam here and may lead to ban.

You can watch all our previous sessions at https://www.youtube.com/c/azuretalk

AzureTalk - AzureEzy Tech Community

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AzureTalk - AzureEzy Tech Community

08 January 2026 06:35

Is anyone in this group working in the UK with an IT company?

AzureTalk - AzureEzy Tech Community

22 December 2025 02:10

Hi Noob , Welcome to AzureTalk technical community.

Please join our Job Group for any job postings /channel/AzureTalkJobs. Repeated job posts may considered spam here and may lead to ban.

You can watch all our previous sessions at https://www.youtube.com/c/azuretalk

AzureTalk - AzureEzy Tech Community

09 December 2025 13:28

Hi Jqqqj , Welcome to AzureTalk technical community.

Please join our Job Group for any job postings /channel/AzureTalkJobs. Repeated job posts may considered spam here and may lead to ban.

You can watch all our previous sessions at https://www.youtube.com/c/azuretalk

AzureTalk - AzureEzy Tech Community

03 December 2025 16:08

Hi Kapil , Welcome to AzureTalk technical community.

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You can watch all our previous sessions at https://www.youtube.com/c/azuretalk

AzureTalk - AzureEzy Tech Community

14 October 2025 22:04

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AzureTalk - AzureEzy Tech Community

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AzureTalk - AzureEzy Tech Community

03 October 2025 08:51

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AzureTalk - AzureEzy Tech Community

28 September 2025 11:19

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