External Resources

Here lists some useful external links.

Conferences

Company Driven

Google:

• Google IO
• Google Cloud Next
• Chrome Summit
• Android Summit

Amazon:

• AWS re

Facebook:

• @Scale https://atscaleconference.com/

Adobe:

• Adobe MAX https://max.adobe.com/

Oracle:

• Code One (previous JavaOne) https://www.oracle.com/code-one/

Language Specific

C++:

• Cppcon: https://cppcon.org/

Java:

• JAX: https://jaxlondon.com/

Software

• StrangeLoop: https://www.thestrangeloop.com/
• Strata: http://strataconf.com/
• Fluent
• OSCON：open source convention
• GotoCon: http://gotocon.com/
• springone https://springone.io/

AI/ML

• KDD
• ICML
• NIPS
  • videos: https://www.facebook.com/pg/nipsfoundation/videos/

Conference Videos

https://conftree.com/videos

• The Future Of Programming

Github Collections

• Post Mortems(Deep dives of system failures)
• https://github.com/fpereiro/backendlore

Architecture / Stack

• https://stackshare.io/
• Facebook Architecture: https://www.quora.com/What-is-Facebooks-architecture-6
• system design calculation: http://highscalability.com/blog/2011/1/26/google-pro-tip-use-back-of-the-envelope-calculations-to-choo.html
• draw architecture diagram https://www.draw.io/
• web architecture 101 https://engineering.videoblocks.com/web-architecture-101-a3224e126947?ref=abhimanyu
• AI in infra: https://code.fb.com/data-infrastructure/spiral-self-tuning-services-via-real-time-machine-learning/
• https://github.com/xingshaocheng/architect-awesome
• google production env: https://www.youtube.com/watch?v=dhTVVWzpc4Q
• https://soulmachine.gitbooks.io/system-design/content/cn/
• https://github.com/donnemartin/system-design-primer
• configurator: https://code.fb.com/data-infrastructure/location-aware-distribution-configuring-servers-at-scale/

Articles

A good read: Education of a Programmer https://hackernoon.com/education-of-a-programmer-aaecf2d35312

airbnb https://medium.com/airbnb-engineering/building-services-at-airbnb-part-1-c4c1d8fa811b https://medium.com/airbnb-engineering/building-services-at-airbnb-part-2-142be1c5d506 https://medium.com/airbnb-engineering/reconciling-graphql-and-thrift-at-airbnb-a97e8d290712

serverless https://read.acloud.guru/six-months-of-serverless-lessons-learned-f6da86a73526 backend https://read.acloud.guru/why-do-you-care-so-much-about-your-backend-when-your-customers-dont-81f4e6433593

https://tech.instacart.com/implementing-hyperloglog-in-redshift-and-tableau-a62081c98e1c https://tech.instacart.com/scalability-tip-move-business-logic-out-of-db-c7740661b0ef

https://twitter.com/aleksbur/status/1002448211255152641?s=11

Internet Scale Services Checklist: https://gist.github.com/padajo/c4b5fde1b682aca43dc2a56366653b19

Share Nothing Architecture: https://en.wikipedia.org/wiki/Shared_nothing_architecture

https://news.ycombinator.com/item?id=13892581

Distributed Lock Manager: https://en.wikipedia.org/wiki/Distributed_lock_manager

Shadow Paging https://en.wikipedia.org/wiki/Shadow_paging

• Scaling a Web Service: Load Balancing

https://hackernoon.com/a-url-shortener-service-using-go-iris-and-bolt-4182f0b00ae7

http://blog.gainlo.co http://horicky.blogspot.com https://www.hiredintech.com/classrooms/system-design/lesson/52 http://www.lecloud.net/tagged/scalability http://tutorials.jenkov.com/software-architecture/index.html http://highscalability.com/

https://brandur.org/cloud-databases https://brandur.org/aws-intrinsic-static

DiskIO:

• part 3: https://medium.com/@ifesdjeen/on-disk-io-part-3-lsm-trees-8b2da218496f
• part 4:https://medium.com/@ifesdjeen/on-disk-storage-part-4-b-trees-30791060741

COST in the land of databases https://github.com/frankmcsherry/blog/blob/master/posts/2017-09-23.md

Unicorn Search(Facebook) https://research.fb.com/publications/unicorn-a-system-for-searching-the-social-graph/

http://highscalability.com/blog/2017/12/11/netflix-what-happens-when-you-press-play.html

Blogs

• High Scalability
• All Things Distributedhttp://www.allthingsdistributed.com/)
• Jepsen: testing distributed systems
• Metadata
• Scalable Startup
• https://brandur.org

Company’s Official Engineering Blog

• Google Research Blog: https://blog.research.google/
• Google Cloud Blog: https://cloud.google.com/blog
• Meta: https://engineering.fb.com/
• Netflix: https://netflixtechblog.com/
• Airbnb: https://medium.com/airbnb-engineering
• Uber: https://www.uber.com/blog
• LinkedIn: http://engineering.linkedin.com/blog
• Twitter: https://blog.twitter.com/engineering/en_us
• Lyft https://eng.lyft.com/
• GitHub: https://github.blog/category/engineering/
• Quora: https://quoraengineering.quora.com/
• Yelp: http://engineeringblog.yelp.com/
• Square: https://developer.squareup.com/blog/
• Dropbox: https://dropbox.tech/
• Etsy: https://www.etsy.com/codeascraft
• Cloudera: http://blog.cloudera.com/
• SoundCloud: https://developers.soundcloud.com/blog/
• Instagram: https://instagram-engineering.com/
• Reddit: https://www.redditinc.com/blog
• Twilio: https://www.twilio.com/blog
• Godaddy: https://www.godaddy.com/resources/category/engineering
• Wayfair: https://www.aboutwayfair.com/careers/tech-blog

Papers

• MapReduce
• Bigtable
• Dynamo Paper
• Dynamo
• The Google File System
• Dremel
• Megastore
• Spanner
• Photon
• Mesa

Real World Architecture

• YouTube
• Pinterest
• Google
• Twitter
• WhatsApp
• Flickr
• Amazon
• Stack Overflow
• Pinterest
• Tumblr
• Instagram
• TripAdvisor
• Scaling Mailbox
• Salesforce
• ESPN
• Uber
• DropBox
• AirBnB Machine Learning
• facebook database automation: https://code.facebook.com/posts/180455938822278/under-the-hood-mysql-pool-scanner-mps-/

High Level Discussion

• Harvest, Yield and Scalable Tolerant Systems
• On Designing and Deploying Internet Scale Services
• Latency: The New Web Performance Bottleneck
• Data on the Outside versus Data on the Inside
• Discipline and Focus
• A Conversation with Werner Vogels
• Scalability
• Data Management for Internet-Scale Single-Sign-On
• Large-scale Incremental Processing Using Distributed Transactions and Notifications
• CAP Twelve Years Later: How the "Rules" Have Changed
• Consistency vs. availability: eventual consistency by Werner Vogels
• Eventually Consistent
• Your Coffee Shop Doesn’t Use Two-Phase Commit
• You Can’t Sacrifice Partition Tolerance
• Scalable agreement: Toward ordering as a service
• Scalable Eventually Consistent Counters over Unreliable Networks
• The key to synchronizing clocks over networks is taming delay variability.

Consensus

• The Part-Time Parliament
• Paxos Made Simple
• Paxos Made Live - An Engineering Perspective
• How to Build a Highly Available System Using Consensus
• Recon guring a State Machine

Links

• http://martinfowler.com/eaaCatalog/
• http://www.enterpriseintegrationpatterns.com/patterns/messaging/toc.html
• https://www.quora.com/How-do-I-prepare-to-answer-design-questions-in-a-technical-interview?redirected_qid=1500023
• http://www.hiredintech.com/system-design
• http://queue.acm.org/detail.cfm?id=2884038
• http://www.kegel.com/c10k.html
• Data Cleaner's Cookbook http://www.datafix.com.au/cookbook/

Non-tech

• Personal finance for engineers https://cs007.blog/

Books

• Code Complete: A Practical Handbook of Software Construction
• Head First Design Patterns
• Clean Code: A Handbook of Agile Software Craftsmanship
• The Pragmatic Programmer: From Journeyman to Master
• Rework
• Structure and Interpretation of Computer Programs
• Refactoring: Improving the Design of Existing Code
• The Art of Computer Programming
• Compilers: Principles, Techniques, and Tools
• Code: The Hidden Language of Computer Hardware and Software
• Working Effectively with Legacy Code
• Surely You're Joking, Mr. Feynman!
• The Little Schemer
• The Seasoned Schemer
• Agile Software Development, Principles, Patterns, and Practices
• Domain-Driven Design
• The Design of Everyday Things
• Modern C++ Design
• The Best Software Writing I
• The Practice of Programming
• Pragmatic Thinking and Learning: Refactor Your Wetware
• Software Estimation: Demystifying the Black Art
• The Passionate Programmer
• Hackers: Heroes of the Computer Revolution
• Algorithms + Data Structures = Programs
• Getting Real: The Smarter, Faster, Easier Way to Build a Successful Web Application
• Computer Graphics: Principles and Practice in C
• The Elements of Computing Systems: Building a Modern Computer from First Principles
• Refactoring to Patterns
• Modern Operating Systems
• The Deadline: A Novel about Project Management
• The C++ Programming Language
• Patterns of Enterprise Application Architecture
• Computer Systems: A Programmer's Perspective
• Agile Principles, Patterns, and Practices in C
• Growing Object-Oriented Software, Guided by Tests
• Object Thinking
• Hackers & Painters: Big Ideas from the Computer Age
• The Soul of A New Machine
• The Timeless Way of Building
• About Face: The Essentials of Interaction Design
• Here Comes Everybody: The Power of Organizing Without Organizations
• The Tao of Programming
• The Computational Beauty of Nature: Computer Explorations of Fractals, Chaos, Complex Systems, and Adaptation
• Philip & Alex's Guide to Web Publishing
• Object-Oriented Analysis and Design with Applications
• Computability: Turing, Gödel, Church, and Beyond
• Masterminds of Programming: Conversations with the Creators of Major Programming Languages
• The Productive Programmer
• The Art of Deception: Controlling the Human Element of Security
• Paradigms of Artificial Intelligence Programming: Case Studies in Common Lisp
• How to Solve It: A New Aspect of Mathematical Method
• Smalltalk-80: The Language and its Implementation
• Introduction to Functional Programming
• No Bugs!: Delivering Error Free Code in C and C++
• The Non-Designer's Design Book
• Universal Principles of Design