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114 discussions in the community

database sharding, when do the complexities start to outweigh the benefits, you know?

hey everyone, i've been thinking a lot about database sharding lately. we're hitting some scaling limits with our current single-node setup and shardi...

ScalingCase StudyTrade-offs
Qian LiuQian Liu
13129933

So, when it comes to API rate limiting, my approach is pretty straightforward.

dealing with api rate limiting is getting more complex as our services scale. we're considering a few approaches like token buckets and leaky buckets,...

Best PracticesTrade-offs
Helga SchmidtHelga Schmidt
2578933

Caching strategies for read-heavy APIs: when doest Redis beat Memcached?

hey everyone, ive been thinking a lot about caching recently, especially for our read-heavy internal APIs. we currently use Memcached, and its been so...

Trade-offsCaching
Mao WongMao Wong
3150533

When should you avoid caching, or when is it just too early to bother with it?

I'm building a new service, and honestly, I really want to just slap a cache on absolutely everything. Things are running okay right now, but I'm won...

System DesignCachingTrade-offs
Kian MansourKian Mansour
1242035

Client-Side or Server-Side Caching? Which is better?

hey everyone, weve been talking a lot about caching lately, and i wanted to spark a discussion about where we put our caches. weve got some opportuni...

CachingTrade-offs
Ubayd MessaoudiUbayd Messaoudi
1298327

Cache Invalidation: Pushing Updates Versus Polling?

hey ev1, im workin on a system where we need to keep a distributed cache fresh w data from a primary db. im weighin 2 main approaches for invalidation...

Trade-offsCaching
Balzhan OrazbayevaBalzhan Orazbayeva
757641

whens it okay to ditch eventual consistency

i've been looking at a few systems lately, and it seems like eventual consistency was just the default setting, especially for distributed stuff. we'r...

Trade-offs
Gabriela RiosGabriela Rios
1201040

caching strategies, when to evict and how

So, I've been mulling over caching, particularly for distributed systems. We're currently leaning on Redis as our main cache, and honestly, it's been ...

Trade-offsCloud InfrastructureCaching
Ulrik SvenssonUlrik Svensson
1226139

database read replicas, when do they actually help?

Lately, our main database has been slowing down during busy times, so we're thinking about adding read replicas. I know the idea is to handle more rea...

Trade-offsScaling
Farah TanFarah Tan
1704729

caching, when does it become a hindrance?

hey everyone, i've been thinking a lot about caching lately. we all know how crucial it is for performance, but i've seen situations where adding too ...

Trade-offsCareer Advice
Astrid LangeAstrid Lange
1332224

When should you give up on monoliths and switch to microservices?

im seeing more and more teams moving towards microservices, and while the benefits r clear for larger, complex systems, im wondering about the tipping...

DevOps & SRETrade-offsBest Practices
Keisha ParamithaKeisha Paramitha
908627

When should we rethink our caching strategy?

hey everyone, I've been thinking about how we approach caching in our systems. Weve got a few different places where were caching data, from database ...

Trade-offsCaching
Yukta NairYukta Nair
1592233

dont move to microservices too early.

So, I'm trying to figure out the right time to split up a big API. Right now, everything's in one service, and honestly, it's getting kinda tough to h...

API DesignDevOps & SRETrade-offs
Waman DesaiWaman Desai
1015138

when do you think caching starts to cause its own problems, you know, like becoming the slowdown itself?

we've been scaling our app and really leaned on caching, mostly Redis, for a good while. it's been awesome for read speed. but we're starting to notic...

ScalingTrade-offs
Lian XiongLian Xiong
764826

dont use eventual consistency unless you really have to.

hey everyone, i've been wrestling with consistency models in distributed systems lately. we're building a new feature that deals with inventory manage...

Trade-offsCloud Infrastructure
Anjali KrishnanAnjali Krishnan
704137

so, when's the best time to put in a circuit breaker

Hey everyone, I've been thinking a lot about distributed systems lately, and specifically about how to handle failures gracefully. We've all seen thos...

Architecture PatternsTrade-offs
Omar ZakhourOmar Zakhour
1520436

When should we consider using a distributed tracing system?

i've been working with microservices for a while now, and as our system grows, understanding the flow of requests across different services is becomin...

Trade-offs
Mila NovakMila Novak
1902941

when does it make sense to build a custom metrics system

hey folks im wondering about the tipping point for building our own metrics collection and analysis system versus using off the shelf solutions like p...

PerformanceTrade-offsDevOps & SRE
Ulyana KovalchukUlyana Kovalchuk
1273023

You'd want to think about using a message queue when, say, you have different parts of your system that need to talk to

hey everyone, ive been thinking a lot about system design lately, specifically around decoupling services. we use a few message queues already, but im...

Trade-offsSystem Design
Gisela VermeulenGisela Vermeulen
1200629

Message queues when is the complexity worth it

hey everyone, ive been wrestling with message queues lately. were considering using one for some background job processing, but im wondering if were o...

Message QueuesTrade-offsCareer Advice
Malika El-AmraniMalika El-Amrani
805730