mostafa-asg / awesome-articles

A curated list of awesome articles and tutorials that I 've found interesting

awsome-articles

Total Articles : 77

• https://drop.engineering/building-a-recommender-system-using-embeddings-de5a30e655aa
  • Tags:
    • Recommender System Using Embeddings
• https://youtu.be/voC0ewDeltA
  • Tags:
    • Modern Data Infrastructure: ETL to ELT
• https://blog.devgenius.io/learn-from-googles-data-engineers-dimensional-data-modeling-is-dead-68f6c2cb3fb0
  • Tags:
    • star schema
    • datalake
• https://dashbird.io/blog/lambda-kinesis-trigger/
  • Tags:
    • lambda
    • kinesis stream
• https://medium.com/building-the-system/how-to-store-dates-and-times-in-postgresql-269bda8d6403
  • Tags:
    • Postgres
    • timestamp/timestamptz
• https://auth0.com/blog/how-to-explain-public-key-cryptography-digital-signatures-to-anyone/
  • Tgas:
    • public/private key
    • Signing
    • Explain to a 5 years old!
• https://www.youtube.com/watch?v=6G22a5Iooqk
  • Tags
    • Redis Pub/Sub - Single Node vs Cluster
    • Enhance throughput via custom solution
• https://www.alexedwards.net/blog/i18n-managing-translations
  • Tags:
    • Go internationalization
• https://netflixtechblog.com/practical-api-design-at-netflix-part-1-using-protobuf-fieldmask-35cfdc606518
  • Tags:
    • GRPC API
    • Protobuf fieldmask
• https://www.innoq.com/en/blog/prometheus-counters/
  • Tags:
    • prometheus counter usage
• https://dzone.com/articles/modelling-saga-as-a-state-machine
  • Tags:
    • Distributed transactions
    • Saga
• http://tleyden.github.io/blog/2016/11/21/tuning-the-go-http-client-library-for-load-testing/
  • Tags:
    • Golang http connection pool
• https://shijuvar.medium.com/writing-grpc-interceptors-in-go-bf3e7671fe48
  • Tags:
    • grpc interceptor
    • Golang
• https://blog.golang.org/go1.13-errors
  • Tgas:
    • error handling
    • golang
• https://www.cloudzero.com/blog/devops-metrics
  • Tags:
    • DevOps Metrics To Monitor for Organizational Success
• https://www.youtube.com/watch?v=hnpzNAPiC0E&t=63s
  • Tags:
    • Scaling Instagram Infrastructure
• https://www.youtube.com/watch?v=7SSYhuk5hmc&list=WL&index=1
  • Tags:
    • python
    • global interpreter lock
    • concurrency
    • parallelism
• https://www.datadoghq.com/blog/elasticsearch-performance-scaling-problems/
  • Tags:
    • elasticsearch
    • performance
    • problems
• https://www.confluent.io/blog/turning-the-database-inside-out-with-apache-samza
  • Tags:
    • Immutable event source
    • Kafka
    • Samza
    • Materialised view
• https://community.hortonworks.com/articles/80813/kafka-best-practices-1.html
  • Tags:
    • Kafka performance Tuning
• https://streaml.io/blog/exactly-once/
  • Tags:
    • Processing semantics
    • At-most-once
    • At-least-once
    • Exactly-once
      • Distributed snapshot/state checkpointing
      • At-least-once event delivery plus message deduplication
• https://crate.io/a/analyzing-docker-container-performance-native-tools/
  • Tags:
    • Docker Container
    • Native monitoring tools
• https://www.rittmanmead.com/blog/2017/11/taking-ksql-for-a-spin-using-real-time-device-data/
  • Tags:
    • KSQL
    • Kafka
    • Real time stream processing
• https://blog.cloudflare.com/go-dont-collect-my-garbage/
  • Tags:    * GO   * Performance
    • GC    * Number of goroutine * https://dave.cheney.net/2016/04/27/dont-just-check-errors-handle-them-gracefully  * Tags:    * GO    * Error handling
• https://www.calhoun.io/using-functional-options-instead-of-method-chaining-in-go/
  • Tags:
    • GO
    • Closures
    • Functional options
• https://www.opsdash.com/blog/job-queues-in-go.html
  • Tags:
    • GO
    • Chanele
    • Goroutine
• https://streaml.io/blog/pulsar-streaming-queuing/
  • Tags:
    • Apache Pulsar
    • Apache Kafka
    • Comparison
• https://dzone.com/articles/choosing-the-right-gc
  • Tags:
    • Java GC
• https://www.ibm.com/developerworks/linux/library/j-zerocopy/
  • Tags:
    • Kernel context
    • Application context
    • Performance
    • Zero copy
    • Java
• https://blog.gopheracademy.com/advent-2017/kubernetes-ready-service/
  • Tags:
    • Go
    • Kubernetes
    • Http Server
    • Makefile
• https://engineering.linkedin.com/blog/2017/12/venice-hybrid--doing-lambda-better
  • Tags:
    • Linkedin
    • Venice hybrid
    • Lambda architecture
    • Batch processing
    • Realtime processing
• https://www.slideshare.net/MostafaAsgari1/kafka-reliable-data-delivery
  • Tags:
    • Kafka
    • Reliable
    • Data delivery
    • Guarantees
• https://blog.envoyproxy.io/introduction-to-modern-network-load-balancing-and-proxying-a57f6ff80236
  • Tags:
    • L4 load balancing
    • L7 load balancing
• https://mapr.com/blog/fast-data-processing-pipeline-predicting-flight-delays-using-apache-apis-pt-1/
• https://mapr.com/blog/fast-data-processing-pipeline-predicting-flight-delays-using-apache-apis-pt-2/
  • Tags:
    • Kafka
    • Spark
    • Machine Learning
    • Prediction
• https://data-artisans.com/blog/how-to-size-your-apache-flink-cluster-general-guidelines
  • Tags:
    • Apache Flink
    • Calculate cluster size
• https://www.confluent.io/blog/how-to-choose-the-number-of-topicspartitions-in-a-kafka-cluster/
  • Tags:
    • Performance Tuning
    • Kafka
    • Topic partitions
• https://www.ctl.io/developers/blog/post/dockerfile-entrypoint-vs-cmd/
  • Tags:
    • Docker
    • Dockerfile
    • Entrypoint
    • CMD
• https://engineering.linkedin.com/blog/2018/02/dynamometer--scale-testing-hdfs-on-minimal-hardware-with-maximum
  • Tags:
    • Performance Test
    • Hadoop Cluster
    • Simulate real physical data nodes
• https://www.digitalocean.com/community/tutorials/an-introduction-to-linux-i-o-redirection
  • Tags:
    • Linux basic
• https://blog.softwaremill.com/synchronous-or-asynchronous-and-why-wrestle-with-wrappers-2c5667eb7acf
  • Tags:
    • Async
    • Non-blocking
    • Future
    • CompletableFuture
    • Coroutine
• https://blog.codecentric.de/en/2016/02/phantom-types-scala/
  • Tags:
    • Scala
    • Phantom types
    • Type constraints
    • =:=
• https://www.youtube.com/watch?v=Nm4OIhjjA2o&t=1325s [Video]
  • Tags:
    • Scala
    • Typeclass Induction
• https://functional.works-hub.com/learn/demystifying-the-monad-in-scala-cf414
  • Tags:
    • Scala
    • Monad
• https://typelevel.org/blog/2017/05/02/io-monad-for-cats.html
  • Tags:
    • Scala
    • cats-effect
    • Side effect
    • Purly functional
• http://spray.io/blog/2012-12-13-the-magnet-pattern/
  • Tags:
    • Scala
    • Magnet Pattern
    • Method Overloading
    • Type erasure
    • Type classes
• https://www.signifytechnology.com/blog/2018/06/demistifying-the-monad-in-scala-part-2-a-category-theory-approach-by-sinisa-louc
  • Tags:
    • Scala
    • Functional Programming
    • Category theory
• https://blog.scalac.io/exploring-tagless-final.html
  • Tgas:
    • Scala
    • Tagless final
    • Slick
• https://www.signifytechnology.com/blog/2018/07/scalafp-firsthand-with-scala-cats-monads-number-1-by-harmeet-singh
  • Tags:
    • Scala Cats
    • Monad
    • Id
    • Eval
• https://softwaremill.com/beautiful-folds-in-scala/
  • Tags:
    • Scala
    • Fold
    • Monoid
    • Cats
• https://blog.usejournal.com/lean-testing-or-why-unit-tests-are-worse-than-you-think-b6500139a009
  • Tags:
    • Unit tests
    • Integration tests
    • End to End tests
    • Cost, speed, confidence
• https://www.oreilly.com/ideas/modules-vs-microservices
  • Tags:
    • Microservices
    • Modular monolith
• https://typelevel.org/blog/2016/08/21/hkts-moving-forward.html
  • Tags:
    • Higher-Kinded types
    • Type constructor
• https://www.missingfaktor.me/writing/2018/08/12/composable-table-updates-in-slick/
  • Tags:
    • Slick
    • Scala
• https://blog.buildo.io/monad-transformers-for-the-working-programmer-aa7e981190e7
  • Tags:
    • Scala
    • Monad Transformers
• https://knes1.github.io/blog/2015/2015-10-19-streaming-mysql-results-using-java8-streams-and-spring-data.html
  • Tags:
    • Spring Data
    • Performance
    • Streaming vs Paging
• https://heapanalytics.com/blog/engineering/missing-scala-class-noclassdeffounderror
  • Tags:
    • Debuging
    • BTrace
    • ClassLoader
• http://www.geekabyte.io/2018/09/easing-into-cats-and-case-for-category.html
  • Tags:
    • Cats Practical Example
• https://www.digitalocean.com/community/tutorials/how-to-configure-ssh-key-based-authentication-on-a-linux-server
  • Tags:
    • SSH Configuration
• http://daniberg.com/2018/10/02/monads-for-fp-in-scala.html
  • Tags:
    • Custom monad example
• https://medium.com/@guillaumejacquart/experience-on-working-with-asp-net-core-and-nodejs-5e6c6351fc1f
  • Tags:
    • Performance
    • Node.js
    • Asp.net core
• https://www.valentinog.com/blog/react-webpack-babel/
  • Tags:
    • How to set up React, webpack 4, and Babel 7
• https://medium.com/@dgryski/consistent-hashing-algorithmic-tradeoffs-ef6b8e2fcae8
  • Tags:
    • Consistent hash
• https://developers.redhat.com/blog/2018/10/01/patterns-for-distributed-transactions-within-a-microservices-architecture/
  • Tags:
    • 2 phase commit
    • Saga pattern
• https://adamwathan.me/css-utility-classes-and-separation-of-concerns/
  • Tags:
    • utility-first CSS
    • tailwindcss
• https://streaml.io/blog/apache-pulsar-architecture-designing-for-streaming-performance-and-scalability
  • Tags:
    • Pulsar-Kafka-Architecture
• https://www.digitalocean.com/community/tutorials/an-introduction-to-load-testing
  • Tags:
    • Performance Test
• https://medium.com/@jerolba/persisting-fast-in-database-jdbc-76912ec2ef42
  • Tags:
    • JDBC Perofrmance tips
• https://pythonspeed.com/articles/faster-db-tests/
  • Tags:
    • Performance
    • docker
    • In memory
    • fsync
• https://blog.softwaremill.com/small-fast-docker-images-using-graalvms-native-image-99c0bc92e70b
  • Tags:
    • scala/java native
    • graalvm
• https://arrow-kt.io/docs/patterns/monads/
  • Tags:
    • Monads explained in Kotlin
• https://medium.com/@olxc/the-evolution-of-a-scala-programmer-1b7a709fb71f
  • Tags:
    • Scala
    • Functional Programming
• https://medium.com/@olxc/switching-from-oop-to-functional-programming-4187698d4d3
  • Tags:
    • Scala/Haskell
• https://niels.nu/blog/2016/cassandra-resultset-paging.html
  • Tags:
    • Cassandra result set paging
• https://blog.softwaremill.com/from-transactional-to-type-safe-reasonable-transactions-a5019906245e
  • Tags:
    • scala
    • doobie
    • transaction
• https://www.youtube.com/watch?v=HubezKbFL7E [Video]
  • Database Index
  • Performance
• https://instagram-engineering.com/sharding-ids-at-instagram-1cf5a71e5a5c
  • Distributed Unique ID with PostgreSQL
  • Sharding
  • Scalable