Update Even More Knowledge for id translation
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@ -66,19 +66,23 @@ Jika Anda ingin menjadi teknisi ketahanan sistem atau teknisi sistem, lebih bany
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- adjacency matrix
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- adjacency list
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- traversals: BFS, DFS
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- [Pengetahuan Tambahan Lainnya](#pengetahuan-tambahan-lainnya)
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- [Rekursi](#rekursi)
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- [Pemrograman Berbasis Objek](#pemrograman-berbasis-objek)
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- [Pola Desain](#pola-desain)
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- [Kombinatorik (n pilih k) & Probabilitas](#kombinatorik-n-pilih-k--probabilitas)
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- [NP, NP-Lengkap dan Algoritma Aproksimasi](#np-np-lengkap-dan-algoritma-aproksimasi)
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- [Caches](#caches)
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- [Proses dan Threads](#proses-dan-threads)
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- [Tesis](#tesis)
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- [Bahkan Lebih Banyak Pengetahuan](#bahkan-lebih-banyak-pengetahuan)
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- [Pengulangan (Recursion)](#pengulangan-(recursion))
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- [Pemrograman Dinamis](#pemrograman-dinamis)
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- [Pemrograman Berorientasi Objek](#pemrograman-berorientasi-objek)
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- [Pola desain (Design patterns)](#pola-desain-(design-patterns))
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- [Kombinatorik (n pilih k) & Probabilitas](#kombinatorik-(n-pilih-k)-&-probabilitas)
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- [Algoritma NP, NP-Complete dan Approximation](#algoritma-np,-np-complete-dan-approximation)
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- [Cache](#cache)
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- [Proses dan Thread](#proses-dan-thread)
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- [Testing](#testing)
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- [Penjadwalan](#penjadwalan)
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- [Implementasi Rutinitas Sistem](#implementasi-rutinitas-sistem)
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- [Pencarian String & Manipulasi](#pencarian-string--manipulasi)
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- [Pencarian & manipulasi string](#pencarian-&-manipulasi-string)
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- [Tries](#tries)
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- [Angka Floating Point](#angka-floating-point)
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- [Unicode](#unicode)
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- [Endianness](#endianness)
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- [Jaringan](#jaringan)
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- [Perancangan Sistem, Skalabilitas, Penganganan Data](#Perancangan-Sistem,-Skalabilitas,-Penganganan-Data) (jika anda memiliki pengalaman 4 tahun lebih)
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- [Ulasan Akhir](#ulasan-akhir)
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- [Latihan Pertanyaan Pemrograman](#latihan-pertanyaan-pemrograman)
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@ -913,44 +917,52 @@ Graphs can be used to represent many problems in computer science, so this secti
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You'll get more graph practice in Skiena's book (see Books section below) and the interview books
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## Even More Knowledge
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## Bahkan Lebih Banyak Pengetahuan
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- ### Recursion
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- [ ] Stanford lectures on recursion & backtracking:
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- [ ] [Lecture 8 | Programming Abstractions (video)](https://www.youtube.com/watch?v=gl3emqCuueQ&list=PLFE6E58F856038C69&index=8)
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- [ ] [Lecture 9 | Programming Abstractions (video)](https://www.youtube.com/watch?v=uFJhEPrbycQ&list=PLFE6E58F856038C69&index=9)
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- [ ] [Lecture 10 | Programming Abstractions (video)](https://www.youtube.com/watch?v=NdF1QDTRkck&index=10&list=PLFE6E58F856038C69)
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- [ ] [Lecture 11 | Programming Abstractions (video)](https://www.youtube.com/watch?v=p-gpaIGRCQI&list=PLFE6E58F856038C69&index=11)
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- when it is appropriate to use it
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- how is tail recursion better than not?
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- [ ] [What Is Tail Recursion Why Is It So Bad?](https://www.quora.com/What-is-tail-recursion-Why-is-it-so-bad)
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- [ ] [Tail Recursion (video)](https://www.youtube.com/watch?v=L1jjXGfxozc)
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- ### Pengulangan (Recursion)
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- [ ] Kuliah Stanford tentang rekursi dan backtracking:
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- [ ] [Kuliah 8 | Abstraksi Pemrograman (video)](https://www.youtube.com/watch?v=gl3emqCuueQ&list=PLFE6E58F856038C69&index=8)
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- [ ] [Kuliah 9 | Abstraksi Pemrograman (video)](https://www.youtube.com/watch?v=uFJhEPrbycQ&list=PLFE6E58F856038C69&index=9)
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- [ ] [Kuliah 10 | Abstraksi Pemrograman (video)](https://www.youtube.com/watch?v=NdF1QDTRkck&index=10&list=PLFE6E58F856038C69)
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- [ ] [Kuliah 11 | Abstraksi Pemrograman (video)](https://www.youtube.com/watch?v=p-gpaIGRCQI&list=PLFE6E58F856038C69&index=11)
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- Kapan saat yang tepat untuk menggunakannya?
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- Bagaimana rekursi ekor lebih baik daripada tidak?
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- [ ] [Apa Itu Rekursi Ekor Mengapa Sangat Buruk?](https://www.quora.com/What-is-tail-recursion-Why-is-it-so-bad)
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- [ ] [Rekursi Ekor (video)](https://www.youtube.com/watch?v=L1jjXGfxozc)
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- ### Object-Oriented Programming
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- [ ] [Optional: UML 2.0 Series (video)](https://www.youtube.com/watch?v=OkC7HKtiZC0&list=PLGLfVvz_LVvQ5G-LdJ8RLqe-ndo7QITYc)
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- [ ] Object-Oriented Software Engineering: Software Dev Using UML and Java (21 videos):
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- Can skip this if you have a great grasp of OO and OO design practices.
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- [OOSE: Software Dev Using UML and Java](https://www.youtube.com/playlist?list=PLJ9pm_Rc9HesnkwKlal_buSIHA-jTZMpO)
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- [ ] SOLID OOP Principles:
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- [ ] [Bob Martin SOLID Principles of Object Oriented and Agile Design (video)](https://www.youtube.com/watch?v=TMuno5RZNeE)
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- [ ] [SOLID Design Patterns in C# (video)](https://www.youtube.com/playlist?list=PL8m4NUhTQU48oiGCSgCP1FiJEcg_xJzyQ)
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- [ ] [SOLID Principles (video)](https://www.youtube.com/playlist?list=PL4CE9F710017EA77A)
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- [ ] S - [Single Responsibility Principle](http://www.oodesign.com/single-responsibility-principle.html) | [Single responsibility to each Object](http://www.javacodegeeks.com/2011/11/solid-single-responsibility-principle.html)
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- [more flavor](https://docs.google.com/open?id=0ByOwmqah_nuGNHEtcU5OekdDMkk)
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- [ ] O - [Open/Closed Principal](http://www.oodesign.com/open-close-principle.html) | [On production level Objects are ready for extension for not for modification](https://en.wikipedia.org/wiki/Open/closed_principle)
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- [more flavor](http://docs.google.com/a/cleancoder.com/viewer?a=v&pid=explorer&chrome=true&srcid=0BwhCYaYDn8EgN2M5MTkwM2EtNWFkZC00ZTI3LWFjZTUtNTFhZGZiYmUzODc1&hl=en)
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- [ ] L - [Liskov Substitution Principal](http://www.oodesign.com/liskov-s-substitution-principle.html) | [Base Class and Derived class follow ‘IS A’ principal](http://stackoverflow.com/questions/56860/what-is-the-liskov-substitution-principle)
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- [more flavor](http://docs.google.com/a/cleancoder.com/viewer?a=v&pid=explorer&chrome=true&srcid=0BwhCYaYDn8EgNzAzZjA5ZmItNjU3NS00MzQ5LTkwYjMtMDJhNDU5ZTM0MTlh&hl=en)
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- [ ] I - [Interface segregation principle](http://www.oodesign.com/interface-segregation-principle.html) | clients should not be forced to implement interfaces they don't use
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- [Interface Segregation Principle in 5 minutes (video)](https://www.youtube.com/watch?v=3CtAfl7aXAQ)
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- [more flavor](http://docs.google.com/a/cleancoder.com/viewer?a=v&pid=explorer&chrome=true&srcid=0BwhCYaYDn8EgOTViYjJhYzMtMzYxMC00MzFjLWJjMzYtOGJiMDc5N2JkYmJi&hl=en)
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- [ ] D -[Dependency Inversion principle](http://www.oodesign.com/dependency-inversion-principle.html) | Reduce the dependency In composition of objects.
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- [Why Is The Dependency Inversion Principle And Why Is It Important](http://stackoverflow.com/questions/62539/what-is-the-dependency-inversion-principle-and-why-is-it-important)
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- [more flavor](http://docs.google.com/a/cleancoder.com/viewer?a=v&pid=explorer&chrome=true&srcid=0BwhCYaYDn8EgMjdlMWIzNGUtZTQ0NC00ZjQ5LTkwYzQtZjRhMDRlNTQ3ZGMz&hl=en)
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- ### Pemrograman Dinamis
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- Anda mungkin tidak akan melihat masalah pemrograman dinamis dalam wawancara Anda, tetapi ada baiknya mengenali masalah sebagai kandidat untuk pemrograman dinamis (Dynamic Programming).
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- Subjek ini bisa sangat sulit, karena setiap masalah pemecahan masalah pemrograman dinamis harus didefinisikan sebagai relasi rekursi, dan menyelesaikannya bisa rumit.
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- Saya sarankan untuk melihat banyak contoh masalah pemrograman dinamis sampai Anda memiliki pemahaman yang kuat tentang pola yang terlibat.
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- [ ] Video:
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- video Skiena mungkin sulit untuk diikuti karena terkadang dia menggunakan papan tulis, yang terlalu kecil untuk dilihat
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- [ ] [Skiena: CSE373 2012 - Kuliah 19 - Pengantar Pemrograman Dinamis (video)](https://youtu.be/Qc2ieXRgR0k?list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b&t=1718)
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- [ ] [Skiena: CSE373 2012 - Kuliah 20 - Edit Jarak (video)](https://youtu.be/IsmMhMdyeGY?list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b&t=2749)
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- [ ] [Skiena: CSE373 2012 - Kuliah 21 - Contoh Pemrograman Dinamis (video)](https://youtu.be/o0V9eYF4UI8?list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b&t=406)
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- [ ] [Skiena: CSE373 2012 - Kuliah 22 - Aplikasi Pemrograman Dinamis (video)](https://www.youtube.com/watch?v=dRbMC1Ltl3A&list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b&index=22)
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- [ ] [Simonson: Pemrograman Dinamis 0 (dimulai pada 59:18) (video)](https://youtu.be/J5aJEcOr6Eo?list=PLFDnELG9dpVxQCxuD-9BSy2E7BWY3t5Sm&t=3558)
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- [ ] [Simonson: Pemrograman Dinamis I - Kuliah 11 (video)](https://www.youtube.com/watch?v=0EzHjQ_SOeU&index=11&list=PLFDnELG9dpVxQCxuD-9BSy2E7BWY3t5Sm)
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- [ ] [Simonson: Pemrograman dinamis II - Kuliah 12 (video)](https://www.youtube.com/watch?v=v1qiRwuJU7g&list=PLFDnELG9dpVxQCxuD-9BSy2E7BWY3t5Sm&index=12)
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- [ ] Daftar masalah individu Pemrograman Dinamis (masing-masing pendek):
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[Pemrograman Dinamis (video)](https://www.youtube.com/playlist?list=PLrmLmBdmIlpsHaNTPP_jHHDx_os9ItYXr)
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- [ ] Catatan Kuliah Yale:
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- [ ] [Pemrograman Dinamis](http://www.cs.yale.edu/homes/aspnes/classes/223/notes.html#dynamicProgramming)
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- [ ] Coursera:
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- [ ] [Masalah struktur sekunder RNA (video)](https://www.coursera.org/learn/algorithmic-thinking-2/lecture/80RrW/the-rna-secondary-structure-problem)
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- [ ] [Algoritma pemrograman dinamis (video)](https://www.coursera.org/learn/algorithmic-thinking-2/lecture/PSonq/a-dynamic-programming-algorithm)
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- [ ] [Mengilustrasikan algoritma DP (video)](https://www.coursera.org/learn/algorithmic-thinking-2/lecture/oUEK2/illustrating-the-dp-algorithm)
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- [ ] [Waktu berjalan dari algoritma DP (video)](https://www.coursera.org/learn/algorithmic-thinking-2/lecture/nfK2r/running-time-of-the-dp-algorithm)
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- [ ] [DP vs. implementasi rekursif (video)](https://www.coursera.org/learn/algorithmic-thinking-2/lecture/M999a/dp-vs-recursive-implementation)
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- [ ] [Global pairwise sequence alignment (video)](https://www.coursera.org/learn/algorithmic-thinking-2/lecture/UZ7o6/global-pairwise-sequence-alignment)
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- [ ] [Local pairwise sequence alignment (video)](https://www.coursera.org/learn/algorithmic-thinking-2/lecture/WnNau/local-pairwise-sequence-alignment)
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- ### Design patterns
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- [ ] [Quick UML review (video)](https://www.youtube.com/watch?v=3cmzqZzwNDM&list=PLGLfVvz_LVvQ5G-LdJ8RLqe-ndo7QITYc&index=3)
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- [ ] Learn these patterns:
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- ### Pemrograman Berorientasi Objek
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- [ ] [Optional: UML 2.0 seri (video)](https://www.youtube.com/watch?v=OkC7HKtiZC0&list=PLGLfVvz_LVvQ5G-LdJ8RLqe-ndo7QITYc)
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- [ ] Prinsip SOLID OOP: [Prinsip SOLID (video)](https://www.youtube.com/playlist?list=PL4CE9F710017EA77A)
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- ### Pola desain (Design patterns)
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- [ ] [Ulasan UML cepat(video)](https://www.youtube.com/watch?v=3cmzqZzwNDM&list=PLGLfVvz_LVvQ5G-LdJ8RLqe-ndo7QITYc&index=3)
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- [ ] Pelajari pola-pola ini:
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- [ ] strategy
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- [ ] singleton
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- [ ] adapter
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@ -968,159 +980,170 @@ You'll get more graph practice in Skiena's book (see Books section below) and th
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- [ ] iterator
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- [ ] composite
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- [ ] flyweight
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- [ ] [Chapter 6 (Part 1) - Patterns (video)](https://youtu.be/LAP2A80Ajrg?list=PLJ9pm_Rc9HesnkwKlal_buSIHA-jTZMpO&t=3344)
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- [ ] [Chapter 6 (Part 2) - Abstraction-Occurrence, General Hierarchy, Player-Role, Singleton, Observer, Delegation (video)](https://www.youtube.com/watch?v=U8-PGsjvZc4&index=12&list=PLJ9pm_Rc9HesnkwKlal_buSIHA-jTZMpO)
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- [ ] [Chapter 6 (Part 3) - Adapter, Facade, Immutable, Read-Only Interface, Proxy (video)](https://www.youtube.com/watch?v=7sduBHuex4c&index=13&list=PLJ9pm_Rc9HesnkwKlal_buSIHA-jTZMpO)
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- [ ] [Series of videos (27 videos)](https://www.youtube.com/playlist?list=PLF206E906175C7E07)
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- [ ] [Bab 6 (Bagian 1) - Patterns (video)](https://youtu.be/LAP2A80Ajrg?list=PLJ9pm_Rc9HesnkwKlal_buSIHA-jTZMpO&t=3344)
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- [ ] [Bab 6 (Bagian 2) - Abstraction-Occurrence, General Hierarchy, Player-Role, Singleton, Observer, Delegation (video)](https://www.youtube.com/watch?v=U8-PGsjvZc4&index=12&list=PLJ9pm_Rc9HesnkwKlal_buSIHA-jTZMpO)
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- [ ] [Bab 6 (Bagian 3) - Adapter, Facade, Immutable, Read-Only Interface, Proxy (video)](https://www.youtube.com/watch?v=7sduBHuex4c&index=13&list=PLJ9pm_Rc9HesnkwKlal_buSIHA-jTZMpO)
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- [ ] [Serial video (27 video)](https://www.youtube.com/playlist?list=PLF206E906175C7E07)
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- [ ] [Head First Design Patterns](https://www.amazon.com/Head-First-Design-Patterns-Freeman/dp/0596007124)
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- I know the canonical book is "Design Patterns: Elements of Reusable Object-Oriented Software", but Head First is great for beginners to OO.
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- [ ] [Handy reference: 101 Design Patterns & Tips for Developers](https://sourcemaking.com/design-patterns-and-tips)
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- Saya tahu buku kanoniknya adalah "Design Patterns: Elements of Reusable Object-Oriented Software", tapi Head First sangat bagus untuk pemula hingga OO.
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- [ ] [Referensi praktis: 101 Pola Desain & Tip untuk Pengembang](https://sourcemaking.com/design-patterns-and-tips)
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- ### Combinatorics (n choose k) & Probability
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- [ ] [Math Skills: How to find Factorial, Permutation and Combination (Choose) (video)](https://www.youtube.com/watch?v=8RRo6Ti9d0U)
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- [ ] [Make School: Probability (video)](https://www.youtube.com/watch?v=sZkAAk9Wwa4)
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- [ ] [Make School: More Probability and Markov Chains (video)](https://www.youtube.com/watch?v=dNaJg-mLobQ)
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- ### Kombinatorik (n pilih k) & Probabilitas
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- [ ] [Keterampilan Matematika: Bagaimana menemukan Faktorial, Permutasi dan Kombinasi (Pilih) (video)](https://www.youtube.com/watch?v=8RRo6Ti9d0U)
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- [ ] [Jadikan Sekolah: Probabilitas (video)](https://www.youtube.com/watch?v=sZkAAk9Wwa4)
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- [ ] [Jadikan Sekolah: Lebih Banyak Kemungkinan dan Rantai Markov (video)](https://www.youtube.com/watch?v=dNaJg-mLobQ)
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- [ ] Khan Academy:
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- Course layout:
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- [ ] [Basic Theoretical Probability](https://www.khanacademy.org/math/probability/probability-and-combinatorics-topic)
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- Just the videos - 41 (each are simple and each are short):
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- [ ] [Probability Explained (video)](https://www.youtube.com/watch?v=uzkc-qNVoOk&list=PLC58778F28211FA19)
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- Tata letak kursus:
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- [ ] [Probabilitas Teoritis Dasar](https://www.khanacademy.org/math/probability/probability-and-combinatorics-topic)
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- Hanya videonya - 41 (masing-masing sederhana dan masing-masing pendek):
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- [ ] [Probabilitas Dijelaskan (video)](https://www.youtube.com/watch?v=uzkc-qNVoOk&list=PLC58778F28211FA19)
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- ### NP, NP-Complete and Approximation Algorithms
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- Know about the most famous classes of NP-complete problems, such as traveling salesman and the knapsack problem,
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and be able to recognize them when an interviewer asks you them in disguise.
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- Know what NP-complete means.
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- [ ] [Computational Complexity (video)](https://www.youtube.com/watch?v=moPtwq_cVH8&list=PLUl4u3cNGP61Oq3tWYp6V_F-5jb5L2iHb&index=23)
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- ### Algoritma NP, NP-Complete dan Approximation
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- Ketahui tentang kelas paling terkenal dari masalah NP-complete, seperti travelling salesman dan knapsack problem,
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dan kenali mereka saat pewawancara meminta Anda secara tidak langsung.
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- Ketahui arti NP-complete.
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- [ ] [Kompleksitas Komputasi (video)](https://www.youtube.com/watch?v=moPtwq_cVH8&list=PLUl4u3cNGP61Oq3tWYp6V_F-5jb5L2iHb&index=23)
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- [ ] Simonson:
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- [ ] [Greedy Algs. II & Intro to NP Completeness (video)](https://youtu.be/qcGnJ47Smlo?list=PLFDnELG9dpVxQCxuD-9BSy2E7BWY3t5Sm&t=2939)
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- [ ] [Algoritme Serakah. II & Pengantar tentang NP-Completeness (video)](https://youtu.be/qcGnJ47Smlo?list=PLFDnELG9dpVxQCxuD-9BSy2E7BWY3t5Sm&t=2939)
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- [ ] [NP Completeness II & Reductions (video)](https://www.youtube.com/watch?v=e0tGC6ZQdQE&index=16&list=PLFDnELG9dpVxQCxuD-9BSy2E7BWY3t5Sm)
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- [ ] [NP Completeness III (Video)](https://www.youtube.com/watch?v=fCX1BGT3wjE&index=17&list=PLFDnELG9dpVxQCxuD-9BSy2E7BWY3t5Sm)
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- [ ] [NP Completeness IV (video)](https://www.youtube.com/watch?v=NKLDp3Rch3M&list=PLFDnELG9dpVxQCxuD-9BSy2E7BWY3t5Sm&index=18)
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- [ ] Skiena:
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- [ ] [CSE373 2012 - Lecture 23 - Introduction to NP-Completeness (video)](https://youtu.be/KiK5TVgXbFg?list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b&t=1508)
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- [ ] [CSE373 2012 - Lecture 24 - NP-Completeness Proofs (video)](https://www.youtube.com/watch?v=27Al52X3hd4&index=24&list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b)
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- [ ] [CSE373 2012 - Lecture 25 - NP-Completeness Challenge (video)](https://www.youtube.com/watch?v=xCPH4gwIIXM&index=25&list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b)
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- [ ] [Complexity: P, NP, NP-completeness, Reductions (video)](https://www.youtube.com/watch?v=eHZifpgyH_4&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp&index=22)
|
||||
- [ ] [Complexity: Approximation Algorithms (video)](https://www.youtube.com/watch?v=MEz1J9wY2iM&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp&index=24)
|
||||
- [ ] [Complexity: Fixed-Parameter Algorithms (video)](https://www.youtube.com/watch?v=4q-jmGrmxKs&index=25&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp)
|
||||
- Peter Norvig discusses near-optimal solutions to traveling salesman problem:
|
||||
- [ ] [CSE373 2012 - Kuliah 23 - Pengantar NP-Completeness (video)](https://youtu.be/KiK5TVgXbFg?list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b&t=1508)
|
||||
- [ ] [CSE373 2012 - Kuliah 24 - Bukti NP-Completeness (video)](https://www.youtube.com/watch?v=27Al52X3hd4&index=24&list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b)
|
||||
- [ ] [CSE373 2012 - Kuliah 25 - Tantangan NP-Completeness (video)](https://www.youtube.com/watch?v=xCPH4gwIIXM&index=25&list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b)
|
||||
- [ ] [Kompleksitas: P, NP, NP-completeness, Reductions (video)](https://www.youtube.com/watch?v=eHZifpgyH_4&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp&index=22)
|
||||
- [ ] [Kompleksitas: Algoritma Perkiraan (video)](https://www.youtube.com/watch?v=MEz1J9wY2iM&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp&index=24)
|
||||
- [ ] [Kompleksitas: Algoritma Parameter Tetap (video)](https://www.youtube.com/watch?v=4q-jmGrmxKs&index=25&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp)
|
||||
- Ppeter Norvig membahas solusi yang hampir optimal untuk masalah penjual keliling:
|
||||
- [Jupyter Notebook](http://nbviewer.jupyter.org/url/norvig.com/ipython/TSP.ipynb)
|
||||
- Pages 1048 - 1140 in CLRS if you have it.
|
||||
- Halaman 1048 - 1140 di CLRS jika Anda memilikinya.
|
||||
|
||||
- ### Caches
|
||||
- ### Cache
|
||||
- [ ] LRU cache:
|
||||
- [ ] [The Magic of LRU Cache (100 Days of Google Dev) (video)](https://www.youtube.com/watch?v=R5ON3iwx78M)
|
||||
- [ ] [Implementing LRU (video)](https://www.youtube.com/watch?v=bq6N7Ym81iI)
|
||||
- [ ] [Keajaiban Cache LRU (100 Hari Google Dev) (video)](https://www.youtube.com/watch?v=R5ON3iwx78M)
|
||||
- [ ] [Menerapkan LRU (video)](https://www.youtube.com/watch?v=bq6N7Ym81iI)
|
||||
- [ ] [LeetCode - 146 LRU Cache (C++) (video)](https://www.youtube.com/watch?v=8-FZRAjR7qU)
|
||||
- [ ] CPU cache:
|
||||
- [ ] [MIT 6.004 L15: The Memory Hierarchy (video)](https://www.youtube.com/watch?v=vjYF_fAZI5E&list=PLrRW1w6CGAcXbMtDFj205vALOGmiRc82-&index=24)
|
||||
- [ ] [MIT 6.004 L16: Cache Issues (video)](https://www.youtube.com/watch?v=ajgC3-pyGlk&index=25&list=PLrRW1w6CGAcXbMtDFj205vALOGmiRc82-)
|
||||
- [ ] [MIT 6.004 L15: Hirarki Memori (video)](https://www.youtube.com/watch?v=vjYF_fAZI5E&list=PLrRW1w6CGAcXbMtDFj205vALOGmiRc82-&index=24)
|
||||
- [ ] [MIT 6.004 L16: Masalah Cache (video)](https://www.youtube.com/watch?v=ajgC3-pyGlk&index=25&list=PLrRW1w6CGAcXbMtDFj205vALOGmiRc82-)
|
||||
|
||||
- ### Processes and Threads
|
||||
- [ ] Computer Science 162 - Operating Systems (25 videos):
|
||||
- for processes and threads see videos 1-11
|
||||
- [Operating Systems and System Programming (video)](https://www.youtube.com/playlist?list=PL-XXv-cvA_iBDyz-ba4yDskqMDY6A1w_c)
|
||||
- [What Is The Difference Between A Process And A Thread?](https://www.quora.com/What-is-the-difference-between-a-process-and-a-thread)
|
||||
- Covers:
|
||||
- Processes, Threads, Concurrency issues
|
||||
- difference between processes and threads
|
||||
- processes
|
||||
- threads
|
||||
- locks
|
||||
- mutexes
|
||||
- semaphores
|
||||
- monitors
|
||||
- how they work
|
||||
- deadlock
|
||||
- livelock
|
||||
- CPU activity, interrupts, context switching
|
||||
- Modern concurrency constructs with multicore processors
|
||||
- Process resource needs (memory: code, static storage, stack, heap, and also file descriptors, i/o)
|
||||
- Thread resource needs (shares above (minus stack) with other threads in the same process but each has its own pc, stack counter, registers, and stack)
|
||||
- Forking is really copy on write (read-only) until the new process writes to memory, then it does a full copy.
|
||||
- Context switching
|
||||
- How context switching is initiated by the operating system and underlying hardware
|
||||
- [ ] [threads in C++ (series - 10 videos)](https://www.youtube.com/playlist?list=PL5jc9xFGsL8E12so1wlMS0r0hTQoJL74M)
|
||||
- [ ] concurrency in Python (videos):
|
||||
- [ ] [Short series on threads](https://www.youtube.com/playlist?list=PL1H1sBF1VAKVMONJWJkmUh6_p8g4F2oy1)
|
||||
- [ ] [Python Threads](https://www.youtube.com/watch?v=Bs7vPNbB9JM)
|
||||
- [ ] [Understanding the Python GIL (2010)](https://www.youtube.com/watch?v=Obt-vMVdM8s)
|
||||
- [reference](http://www.dabeaz.com/GIL)
|
||||
- [ ] [David Beazley - Python Concurrency From the Ground Up: LIVE! - PyCon 2015](https://www.youtube.com/watch?v=MCs5OvhV9S4)
|
||||
- [ ] [Keynote David Beazley - Topics of Interest (Python Asyncio)](https://www.youtube.com/watch?v=ZzfHjytDceU)
|
||||
- [ ] [Mutex in Python](https://www.youtube.com/watch?v=0zaPs8OtyKY)
|
||||
|
||||
- ### Papers
|
||||
- These are Google papers and well-known papers.
|
||||
- Reading all from end to end with full comprehension will likely take more time than you have. I recommend being selective on papers and their sections.
|
||||
- [ ] [1978: Communicating Sequential Processes](http://spinroot.com/courses/summer/Papers/hoare_1978.pdf)
|
||||
- [implemented in Go](https://godoc.org/github.com/thomas11/csp)
|
||||
- [Love classic papers?](https://www.cs.cmu.edu/~crary/819-f09/)
|
||||
- [ ] [2003: The Google File System](http://static.googleusercontent.com/media/research.google.com/en//archive/gfs-sosp2003.pdf)
|
||||
- replaced by Colossus in 2012
|
||||
- [ ] [2004: MapReduce: Simplified Data Processing on Large Clusters]( http://static.googleusercontent.com/media/research.google.com/en//archive/mapreduce-osdi04.pdf)
|
||||
- mostly replaced by Cloud Dataflow?
|
||||
- [ ] [2006: Bigtable: A Distributed Storage System for Structured Data](https://static.googleusercontent.com/media/research.google.com/en//archive/bigtable-osdi06.pdf)
|
||||
- [An Inside Look at Google BigQuery](https://cloud.google.com/files/BigQueryTechnicalWP.pdf)
|
||||
- [ ] [2006: The Chubby Lock Service for Loosely-Coupled Distributed Systems](https://research.google.com/archive/chubby-osdi06.pdf)
|
||||
- [ ] [2007: What Every Programmer Should Know About Memory (very long, and the author encourages skipping of some sections)](https://www.akkadia.org/drepper/cpumemory.pdf)
|
||||
- [ ] [2010: Dapper, a Large-Scale Distributed Systems Tracing Infrastructure](https://research.google.com/pubs/archive/36356.pdf)
|
||||
- [ ] [2010: Dremel: Interactive Analysis of Web-Scale Datasets](https://static.googleusercontent.com/media/research.google.com/en//pubs/archive/36632.pdf)
|
||||
- [ ] [2012: Google's Colossus](https://www.wired.com/2012/07/google-colossus/)
|
||||
- paper not available
|
||||
- [ ] 2012: AddressSanitizer: A Fast Address Sanity Checker:
|
||||
- [paper](http://static.googleusercontent.com/media/research.google.com/en//pubs/archive/37752.pdf)
|
||||
- [video](https://www.usenix.org/conference/atc12/technical-sessions/presentation/serebryany)
|
||||
- [ ] 2013: Spanner: Google’s Globally-Distributed Database:
|
||||
- [paper](http://static.googleusercontent.com/media/research.google.com/en//archive/spanner-osdi2012.pdf)
|
||||
- [video](https://www.usenix.org/node/170855)
|
||||
- [ ] [2014: Machine Learning: The High-Interest Credit Card of Technical Debt](http://static.googleusercontent.com/media/research.google.com/en//pubs/archive/43146.pdf)
|
||||
- [ ] [2015: Continuous Pipelines at Google](http://static.googleusercontent.com/media/research.google.com/en//pubs/archive/43790.pdf)
|
||||
- [ ] [2015: High-Availability at Massive Scale: Building Google’s Data Infrastructure for Ads](https://static.googleusercontent.com/media/research.google.com/en//pubs/archive/44686.pdf)
|
||||
- [ ] [2015: TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems](http://download.tensorflow.org/paper/whitepaper2015.pdf )
|
||||
- [ ] [2015: How Developers Search for Code: A Case Study](http://static.googleusercontent.com/media/research.google.com/en//pubs/archive/43835.pdf)
|
||||
- [ ] [2016: Borg, Omega, and Kubernetes](http://static.googleusercontent.com/media/research.google.com/en//pubs/archive/44843.pdf)
|
||||
- ### Proses dan Thread
|
||||
- [ ] Ilmu Komputer 162 - Sistem Operasi (25 video):
|
||||
- untuk proses dan thread lihat video 1-11
|
||||
- [Sistem Operasi dan Pemrograman Sistem (video)](https://archive.org/details/ucberkeley-webcast-PL-XXv-cvA_iBDyz-ba4yDskqMDY6A1w_c)
|
||||
- [Apa Perbedaan Antara Proses dan Thread?](https://www.quora.com/What-is-the-difference-between-a-process-and-a-thread)
|
||||
- Meliputi:
|
||||
- Masalah Processes, Threads, Concurrency
|
||||
- Perbedaan antara proses dan thread
|
||||
- Processes
|
||||
- Threads
|
||||
- Locks
|
||||
- Mutexes
|
||||
- Semaphores
|
||||
- Monitors
|
||||
- Bagaimana cara kerjanya?
|
||||
- Deadlock
|
||||
- Livelock
|
||||
- Aktivitas CPU, interupsi, pengalihan konteks
|
||||
- Konstruksi konkurensi modern dengan prosesor multi inti
|
||||
- [Paging, segmentasi, dan memori virtual (video)](https://www.youtube.com/watch?v=LKe7xK0bF7o&list=PLCiOXwirraUCBE9i_ukL8_Kfg6XNv7Se8&index=2)
|
||||
- [Interrupts (video)](https://www.youtube.com/watch?v=uFKi2-J-6II&list=PLCiOXwirraUCBE9i_ukL8_Kfg6XNv7Se8&index=3)
|
||||
- Kebutuhan resource proses (memori: kode, penyimpanan statis, stack, heap, dan juga deskriptor file, i /o)
|
||||
- Kebutuhan sumber daya thread (berbagi di atas (dikurangi stack) dengan thread lain dalam proses yang sama tetapi masing-masing memiliki pc, penghitung stack, register, dan stacknya sendiri)
|
||||
- Forking benar-benar menyalin saat menulis (hanya baca) hingga proses baru menulis ke memori, lalu menyalin penuh.
|
||||
- Peralihan konteks
|
||||
- Bagaimana peralihan konteks dimulai oleh sistem operasi dan perangkat keras yang mendasarinya?
|
||||
- [ ] [thread di C ++ (seri - 10 video)](https://www.youtube.com/playlist?list=PL5jc9xFGsL8E12so1wlMS0r0hTQoJL74M)
|
||||
- [ ] konkurensi dengan Python (video):
|
||||
- [ ] [Serial pendek tentang thread](https://www.youtube.com/playlist?list=PL1H1sBF1VAKVMONJWJkmUh6_p8g4F2oy1)
|
||||
- [ ] [Thread Python](https://www.youtube.com/watch?v=Bs7vPNbB9JM)
|
||||
- [ ] [Memahami Python GIL (2010)](https://www.youtube.com/watch?v=Obt-vMVdM8s)
|
||||
- [referensi](http://www.dabeaz.com/GIL)
|
||||
- [ ] [David Beazley - Python Concurrency Dari Dasar Ke Atas: LANGSUNG! - PyCon 2015](https://www.youtube.com/watch?v=MCs5OvhV9S4)
|
||||
- [ ] [Keynote David Beazley - Topik Menarik (Python Asyncio)](https://www.youtube.com/watch?v=ZzfHjytDceU)
|
||||
- [ ] [Mutex dengan Python](https://www.youtube.com/watch?v=0zaPs8OtyKY)
|
||||
|
||||
- ### Testing
|
||||
- To cover:
|
||||
- how unit testing works
|
||||
- what are mock objects
|
||||
- what is integration testing
|
||||
- what is dependency injection
|
||||
- [ ] [Agile Software Testing with James Bach (video)](https://www.youtube.com/watch?v=SAhJf36_u5U)
|
||||
- [ ] [Open Lecture by James Bach on Software Testing (video)](https://www.youtube.com/watch?v=ILkT_HV9DVU)
|
||||
- [ ] [Steve Freeman - Test-Driven Development (that’s not what we meant) (video)](https://vimeo.com/83960706)
|
||||
- Meliputi:
|
||||
- bagaimana unit testing bekerja
|
||||
- apa itu objek tiruan (mock objects)
|
||||
- apa itu pengujian integrasi (integration testing)
|
||||
- apa itu dependency injection
|
||||
- [ ] [Pengujian Perangkat Lunak Agile dengan James Bach (video)](https://www.youtube.com/watch?v=SAhJf36_u5U)
|
||||
- [ ] [Kuliah Terbuka oleh James Bach tentang Pengujian Perangkat Lunak (video)](https://www.youtube.com/watch?v=ILkT_HV9DVU)
|
||||
- [ ] [Steve Freeman - Pengembangan Berbasis Test (bukan itu yang kami maksudkan) (video)](https://vimeo.com/83960706)
|
||||
- [slides](http://gotocon.com/dl/goto-berlin-2013/slides/SteveFreeman_TestDrivenDevelopmentThatsNotWhatWeMeant.pdf)
|
||||
- [ ] [TDD is dead. Long live testing.](http://david.heinemeierhansson.com/2014/tdd-is-dead-long-live-testing.html)
|
||||
- [ ] [Is TDD dead? (video)](https://www.youtube.com/watch?v=z9quxZsLcfo)
|
||||
- [ ] [Video series (152 videos) - not all are needed (video)](https://www.youtube.com/watch?v=nzJapzxH_rE&list=PLAwxTw4SYaPkWVHeC_8aSIbSxE_NXI76g)
|
||||
- [ ] [Test-Driven Web Development with Python](http://www.obeythetestinggoat.com/pages/book.html#toc)
|
||||
- [ ] Dependency injection:
|
||||
- [ ] [video](https://www.youtube.com/watch?v=IKD2-MAkXyQ)
|
||||
- [ ] [Tao Of Testing](http://jasonpolites.github.io/tao-of-testing/ch3-1.1.html)
|
||||
- [ ] [How to write tests](http://jasonpolites.github.io/tao-of-testing/ch4-1.1.html)
|
||||
- [ ] [Tao dari Testing](http://jasonpolites.github.io/tao-of-testing/ch3-1.1.html)
|
||||
- [ ] [Bagaimana menulis tes](http://jasonpolites.github.io/tao-of-testing/ch4-1.1.html)
|
||||
|
||||
- ### Penjadwalan
|
||||
- di OS, cara kerjanya
|
||||
- dapat diperoleh dari video Sistem Operasi
|
||||
- Di OS, bagaimana cara kerjanya?
|
||||
- Dapat diperoleh dari video Sistem Operasi
|
||||
|
||||
- ### Implementasi Rutinitas Sistem
|
||||
- memahami apa yang ada di bawah API pemrograman yang Anda gunakan
|
||||
- bisakah kamu menerapkannya?
|
||||
- ### Pencarian & manipulasi string
|
||||
- [ ] [Sedgewick - Suffix Array (video)](https://www.coursera.org/learn/algorithms-part2/lecture/TH18W/suffix-arrays)
|
||||
- [ ] [Sedgewick - Pencarian Substring (video)](https://www.coursera.org/learn/algorithms-part2/home/week/4)
|
||||
- [ ] [1. Pengantar Pencarian Substring](https://www.coursera.org/learn/algorithms-part2/lecture/n3ZpG/introduction-to-substring-search)
|
||||
- [ ] [2. Pencarian Substring Brute-Force](https://www.coursera.org/learn/algorithms-part2/lecture/2Kn5i/brute-force-substring-search)
|
||||
- [ ] [3. Knuth-Morris Pratt](https://www.coursera.org/learn/algorithms-part2/lecture/TAtDr/knuth-morris-pratt)
|
||||
- [ ] [4. Boyer-Moore](https://www.coursera.org/learn/algorithms-part2/lecture/CYxOT/boyer-moore)
|
||||
- [ ] [5. Rabin-Karp](https://www.coursera.org/learn/algorithms-part2/lecture/3KiqT/rabin-karp)
|
||||
- [ ] [Pola pencarian dalam teks (video)](https://www.coursera.org/learn/data-structures/lecture/tAfHI/search-pattern-in-text)
|
||||
|
||||
- ### Pencarian String & Manipulasi
|
||||
- [ ] [Sedgewick - Suffix Arrays (video)](https://www.youtube.com/watch?v=HKPrVm5FWvg)
|
||||
- [ ] [Sedgewick - Substring Search (videos)](https://www.youtube.com/watch?v=2LvvVFCEIv8&list=PLe-ggMe31CTdAdjXB3lIuf2maubzo9t66&index=5)
|
||||
- [ ] [1. Introduction to Substring Search](https://www.youtube.com/watch?v=2LvvVFCEIv8&list=PLe-ggMe31CTdAdjXB3lIuf2maubzo9t66&index=5)
|
||||
- [ ] [2. Brute-Force Substring Search](https://www.youtube.com/watch?v=CcDXwIGEXYU&list=PLe-ggMe31CTdAdjXB3lIuf2maubzo9t66&index=4)
|
||||
- [ ] [3. Knuth-Morris Pratt](https://www.youtube.com/watch?v=n-7n-FDEWzc&index=3&list=PLe-ggMe31CTdAdjXB3lIuf2maubzo9t66)
|
||||
- [ ] [4. Boyer-Moore](https://www.youtube.com/watch?v=fI7Ch6pZXfM&list=PLe-ggMe31CTdAdjXB3lIuf2maubzo9t66&index=2)
|
||||
- [ ] [5. Rabin-Karp](https://www.youtube.com/watch?v=QzI0p6zDjK4&index=1&list=PLe-ggMe31CTdAdjXB3lIuf2maubzo9t66)
|
||||
- [ ] [Search pattern in text (video)](https://www.coursera.org/learn/data-structures/lecture/tAfHI/search-pattern-in-text)
|
||||
Jika Anda membutuhkan detail lebih lanjut tentang subjek ini, lihat bagian "String Matching" di [Detail Tambahan tentang Beberapa Subjek](#detail-tambahan-tentang-beberapa-subjek).
|
||||
|
||||
Jika Anda membutuhkan detail lebih lanjut tentang subjek ini, lihat bagian "String Matching" di [Detail Tambahan pada Beberapa Subjek](#additional-detail-on-some-subjects)
|
||||
- ### Tries
|
||||
- Perhatikan bahwa ada berbagai jenis percobaan. Beberapa memiliki prefiks, beberapa tidak, dan beberapa menggunakan bit untuk melacak jalur
|
||||
- Saya membaca kode, tetapi tidak akan menerapkan
|
||||
- [ ] [Sedgewick - Tries (3 video)](https://www.coursera.org/learn/algorithms-part2/home/week/4)
|
||||
- [ ] [1. R Way Tries](https://www.coursera.org/learn/algorithms-part2/lecture/CPVdr/r-way-tries)
|
||||
- [ ] [2. Ternary Search Tries](https://www.coursera.org/learn/algorithms-part2/lecture/yQM8K/ternary-search-tries)
|
||||
- [ ] [3. Operasi Berbasis Karakter](https://www.coursera.org/learn/algorithms-part2/lecture/jwNmV/character-based-operations)
|
||||
- [ ] [Catatan tentang Struktur Data dan Teknik Pemrograman](http://www.cs.yale.edu/homes/aspnes/classes/223/notes.html#Tries)
|
||||
- [ ] Video kursus singkat:
|
||||
- [ ] [Pengantar Tries (video)](https://www.coursera.org/learn/data-structures-optimizing-performance/lecture/08Xyf/core-introduction-to-tries)
|
||||
- [ ] [Performance Of Tries (video)](https://www.coursera.org/learn/data-structures-optimizing-performance/lecture/PvlZW/core-performance-of-tries)
|
||||
- [ ] [Menerapkan A Trie (video)](https://www.coursera.org/learn/data-structures-optimizing-performance/lecture/DFvd3/core-implementing-a-trie)
|
||||
- [ ] [Trie: Sebuah Struktur Data Terabaikan](https://www.toptal.com/java/the-trie-a-neglected-data-structure)
|
||||
- [ ] [TopCoder - Menggunakan Tries](https://www.topcoder.com/community/competitive-programming/tutorials/using-tries/)
|
||||
- [ ] [Kuliah Stanford (kasus penggunaan dunia nyata) (video)](https://www.youtube.com/watch?v=TJ8SkcUSdbU)
|
||||
- [ ] [MIT, Advanced Data Structures, Strings (bisa sangat tidak jelas sekitar setengahnya) (video)](https://www.youtube.com/watch?v=NinWEPPrkDQ&index=16&list=PLUl4u3cNGP61hsJNdULdudlRL493b-XZf)
|
||||
|
||||
---
|
||||
- ### Angka Floating Point
|
||||
- [ ] simple 8-bit: [Representasi Angka Floating Point - 1 (video - ada kesalahan dalam penghitungan - lihat deskripsi video)](https://www.youtube.com/watch?v=ji3SfClm8TU)
|
||||
- [ ] 32 bit: [IEEE754 32-bit floating point biner (video)](https://www.youtube.com/watch?v=50ZYcZebIec)
|
||||
|
||||
- ### Unicode
|
||||
- [ ] [Minimum Mutlak Setiap Pengembang Perangkat Lunak Sepenuhnya, Secara Positif Harus Tahu Tentang Unicode dan Kumpulan Karakter](http://www.joelonsoftware.com/articles/Unicode.html)
|
||||
- [ ] [Apa Yang Setiap Programmer Benar-benar, Secara Positif Perlu Diketahui Tentang Unicode Dan Kumpulan Karakter Untuk Bekerja Dengan Teks](http://kunststube.net/encoding/)
|
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|
||||
- ### Endianness
|
||||
- [ ] [Endian Besar Dan Kecil](https://web.archive.org/web/20180107141940/http://www.cs.umd.edu:80/class/sum2003/cmsc311/Notes/Data/endian.html)
|
||||
- [ ] [Endian Besar Vs Endian Kecil (video)](https://www.youtube.com/watch?v=JrNF0KRAlyo)
|
||||
- [ ] [Endian Big And Kecil Dalam/Luar (video)](https://www.youtube.com/watch?v=oBSuXP-1Tc0)
|
||||
- Pembicaraan yang sangat teknis untuk pengembang kernel. Jangan khawatir jika sebagian besar di atas kepala Anda.
|
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- Paruh pertama sudah cukup.
|
||||
|
||||
- ### Jaringan
|
||||
- **jika Anda memiliki pengalaman jaringan atau ingin menjadi insinyur keandalan (reliability engineer) atau insinyur operasi (operations engineer), tunggu pertanyaan**
|
||||
- Jika tidak, ini bagus untuk diketahui
|
||||
- [ ] [Khan Academy](https://www.khanacademy.org/computing/computer-science/computers-and-internet-code-org)
|
||||
- [ ] [UDP dan TCP: Perbandingan Transport Protocols (video)](https://www.youtube.com/watch?v=Vdc8TCESIg8)
|
||||
- [ ] [TCP / IP dan Model OSI Dijelaskan! (video)](https://www.youtube.com/watch?v=e5DEVa9eSN0)
|
||||
- [ ] [Transmisi Paket melalui Internet. Tutorial Jaringan & TCP / IP. (video)](https://www.youtube.com/watch?v=nomyRJehhnM)
|
||||
- [ ] [HTTP (video)](https://www.youtube.com/watch?v=WGJrLqtX7As)
|
||||
- [ ] [SSL dan HTTPS (video)](https://www.youtube.com/watch?v=S2iBR2ZlZf0)
|
||||
- [ ] [SSL / TLS (video)](https://www.youtube.com/watch?v=Rp3iZUvXWlM)
|
||||
- [ ] [HTTP 2.0 (video)](https://www.youtube.com/watch?v=E9FxNzv1Tr8)
|
||||
- [ ] [Seri Video (21 video) (video)](https://www.youtube.com/playlist?list=PLEbnTDJUr_IegfoqO4iPnPYQui46QqT0j)
|
||||
- [ ] [Subnetting Demystified - Bagian 5 CIDR Notation (video)](https://www.youtube.com/watch?v=t5xYI0jzOf4)
|
||||
- [ ] Sockets:
|
||||
- [ ] [Java - Sockets - Pengenalan (video)](https://www.youtube.com/watch?v=6G_W54zuadg&t=6s)
|
||||
- [ ] [Pemrograman Socket (video)](https://www.youtube.com/watch?v=G75vN2mnJeQ)
|
||||
|
||||
## Perancangan Sistem, Skalabilitas, Penganganan Data
|
||||
|
||||
|
|
|
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Loading…
Reference in New Issue