Check out my new course Learn you some Lambda best practice for great good! and learn the best practices for performance, cost, security, resilience, observability and scalability.
I did some performance optimization work a little while back, and one of the changes which yielded a significant result was when I migrated some server side components (which are CPU intensive and performs a large number of loops) from using ADO.NET DataSets to using POCOs (plain old CLR object).
The looping was then done using LINQ to Objects, and I discovered a nice little extension to LINQ called i4o – which stands for Index for Objects – to help make the loops faster. However, I wasn’t able to observe any difference in performance, which contradicts with the findings on Aaron’s Technology Musing…
Digging a little deeper into the i4o source code (admittedly I didn’t do this myself, credit to Mike Barker for doing this!), it turns out that there are a number of drawbacks in i4o which aren’t immediately obvious or mentioned anywhere in the documentation. The biggest problem for us was that it only supports equality comparison, which means it would simply ignore the index you have on the MatchID property if you try to run this query:
var result = from m in Matches where m.MatchID >= 1 select m;
but it’ll use the index on MatchID if you run this query instead:
var result = from m in Matches where m.MatchID == 1 select m;
i4o is an awesome tool that can turbo boost your LINQ query, but ONLY put indices on properties which you will be doing equality comparison in your queries otherwise you’ll just be wasting some memory space holding indices which would be used at all.
I specialise in rapidly transitioning teams to serverless and building production-ready services on AWS.
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Here is a complete list of all my posts on serverless and AWS Lambda. In the meantime, here are a few of my most popular blog posts.
- Lambda optimization tip – enable HTTP keep-alive
- You are thinking about serverless costs all wrong
- Many faced threats to Serverless security
- We can do better than percentile latencies
- I’m afraid you’re thinking about AWS Lambda cold starts all wrong
- Yubl’s road to Serverless
- AWS Lambda – should you have few monolithic functions or many single-purposed functions?
- AWS Lambda – compare coldstart time with different languages, memory and code sizes
- Guys, we’re doing pagination wrong