{"id":28695,"date":"2025-09-02T02:02:36","date_gmt":"2025-09-01T23:02:36","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/gunluk-dsa-ve-sistem-tasarimi-gunlugu-4\/"},"modified":"2025-09-02T02:02:36","modified_gmt":"2025-09-01T23:02:36","slug":"gunluk-dsa-ve-sistem-tasarimi-gunlugu-4","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/gunluk-dsa-ve-sistem-tasarimi-gunlugu-4\/","title":{"rendered":"G\u00fcnl\u00fck DSA ve Sistem Tasar\u0131m\u0131 G\u00fcnl\u00fc\u011f\u00fc – 4"},"content":{"rendered":"

G\u00fcnl\u00fck DSA ve Sistem Tasar\u0131m\u0131 G\u00fcnl\u00fc\u011f\u00fc – 4<\/p>\n

Veri yap\u0131lar\u0131 ve algoritmalar (DSA) ile sistem tasar\u0131m\u0131n\u0131n karma\u015f\u0131k d\u00fcnyas\u0131nda ustala\u015fmak, yaz\u0131l\u0131m m\u00fchendisli\u011finde ba\u015far\u0131l\u0131 olman\u0131n temel ta\u015flar\u0131ndan biridir. Bu kapsaml\u0131 rehberde, g\u00fcnl\u00fck DSA ve sistem tasar\u0131m g\u00fcnl\u00fc\u011f\u00fc tutman\u0131n \u00f6nemini, nas\u0131l ba\u015flaman\u0131z gerekti\u011fini ve ileri seviye teknikleri nas\u0131l uygulayaca\u011f\u0131n\u0131z\u0131 ad\u0131m ad\u0131m \u00f6\u011freneceksiniz. Ba\u015far\u0131l\u0131 bir yaz\u0131l\u0131m m\u00fchendisi olmak i\u00e7in gerekli olan pratik becerilerinizi geli\u015ftirmek i\u00e7in bu yolculu\u011fa birlikte ba\u015flayal\u0131m.<\/p>\n

G\u00fcnl\u00fck DSA ve Sistem Tasar\u0131m\u0131 G\u00fcnl\u00fc\u011f\u00fc Tutman\u0131n \u00d6nemi Nedir?<\/h2>\n

G\u00fcnl\u00fck DSA ve sistem tasar\u0131m\u0131 g\u00fcnl\u00fc\u011f\u00fc tutmak, hem teorik bilginizi peki\u015ftirmenize hem de pratik becerilerinizi geli\u015ftirmenize yard\u0131mc\u0131 olan g\u00fc\u00e7l\u00fc bir ara\u00e7t\u0131r. Bu g\u00fcnl\u00fck, kar\u015f\u0131la\u015ft\u0131\u011f\u0131n\u0131z sorunlar\u0131, geli\u015ftirdi\u011finiz \u00e7\u00f6z\u00fcmleri ve \u00f6\u011frendi\u011finiz yeni kavramlar\u0131 kaydetmenizi sa\u011flar. D\u00fczenli olarak g\u00fcncel tutulan bir g\u00fcnl\u00fck, \u00f6\u011frenme yolculu\u011funuzu takip etmenizi, g\u00fc\u00e7l\u00fc ve zay\u0131f y\u00f6nlerinizi belirlemenizi ve ilerleme kaydetmenizi kolayla\u015ft\u0131r\u0131r. Ayr\u0131ca, gelecekte benzer sorunlarla kar\u015f\u0131la\u015ft\u0131\u011f\u0131n\u0131zda referans olarak kullanabilece\u011finiz de\u011ferli bir kaynak olu\u015fturur. Bir nevi ki\u015fisel kod deponuz ve tecr\u00fcbe ar\u015fiviniz gibi d\u00fc\u015f\u00fcn\u00fcn. Bu ar\u015fiv sayesinde, zaman i\u00e7indeki geli\u015fiminizi g\u00f6zlemleyebilir ve \u00f6\u011frenme stratejinizi buna g\u00f6re uyarlayabilirsiniz. Dahas\u0131, i\u015f g\u00f6r\u00fc\u015fmelerinde veya teknik m\u00fclakatlarda, proje deneyimlerinizi ve problem \u00e7\u00f6zme yeteneklerinizi sergilemek i\u00e7in harika bir ara\u00e7t\u0131r. \u00d6rne\u011fin, zorlu bir algoritma problemini nas\u0131l \u00e7\u00f6zd\u00fc\u011f\u00fcn\u00fcz\u00fc detayl\u0131 olarak anlatmak, yeteneklerinizi kan\u0131tlaman\u0131n en etkili yollar\u0131ndan biridir. K\u0131sacas\u0131, bir g\u00fcnl\u00fck tutmak sadece daha iyi bir yaz\u0131l\u0131m m\u00fchendisi olmakla kalmaz, ayn\u0131 zamanda kariyerinizde ilerlemenizi de destekler.<\/p>\n

DSA Temelleri: Yeni Ba\u015flayanlar \u0130\u00e7in K\u0131lavuz<\/h2>\n

Veri yap\u0131lar\u0131 ve algoritmalar, bilgisayar bilimlerinin temel yap\u0131 ta\u015flar\u0131d\u0131r. Veri yap\u0131lar\u0131, verileri organize etmenin ve saklaman\u0131n \u00e7e\u015fitli yollar\u0131d\u0131r (\u00f6rne\u011fin, diziler, ba\u011fl\u0131 listeler, a\u011fa\u00e7lar, grafikler). Algoritmalar ise veriler \u00fczerinde belirli i\u015flemleri ger\u00e7ekle\u015ftirmek i\u00e7in kullan\u0131lan ad\u0131m ad\u0131m prosed\u00fcrlerdir (\u00f6rne\u011fin, s\u0131ralama, arama, yol bulma). Yeni ba\u015flayanlar i\u00e7in \u00f6ncelikle temel veri yap\u0131lar\u0131 ve algoritmalar\u0131 \u00f6\u011frenmek \u00f6nemlidir. Diziler ve ba\u011fl\u0131 listeler gibi basit veri yap\u0131lar\u0131yla ba\u015flayabilir ve daha sonra a\u011fa\u00e7lar, grafikler ve karma tablolar gibi daha karma\u015f\u0131k yap\u0131lar\u0131 inceleyebilirsiniz. Algoritmalar a\u00e7\u0131s\u0131ndan ise, s\u0131ralama algoritmalar\u0131 (\u00f6rne\u011fin, kabarc\u0131k s\u0131ralama, birle\u015ftirme s\u0131ralama) ve arama algoritmalar\u0131 (\u00f6rne\u011fin, lineer arama, ikili arama) gibi temel algoritmalar\u0131 anlaman\u0131z gerekir. Bu temel kavramlar\u0131n iyi bir \u015fekilde anla\u015f\u0131lmas\u0131, daha karma\u015f\u0131k algoritmalar\u0131n ve veri yap\u0131lar\u0131n anla\u015f\u0131lmas\u0131n\u0131 kolayla\u015ft\u0131r\u0131r. \u00d6rne\u011fin, birle\u015ftirme s\u0131ralamas\u0131 algoritmas\u0131n\u0131n nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 anlamak, daha karma\u015f\u0131k algoritmalar olan h\u0131zl\u0131 s\u0131ralama ve y\u0131\u011f\u0131n s\u0131ralamas\u0131n\u0131 anlaman\u0131za yard\u0131mc\u0131 olur. Pratik yapmak i\u00e7in, LeetCode, HackerRank ve Codewars gibi platformlarda bulunan \u00e7e\u015fitli algoritma ve veri yap\u0131s\u0131 problemlerini \u00e7\u00f6zmeyi deneyebilirsiniz.<\/p>\n

Sistem Tasar\u0131m\u0131 Temelleri: Nas\u0131l Ba\u015flan\u0131r?<\/h2>\n

Sistem tasar\u0131m\u0131, b\u00fcy\u00fck \u00f6l\u00e7ekli yaz\u0131l\u0131m sistemlerinin mimarisini ve tasar\u0131m\u0131n\u0131 kapsar. Yeni ba\u015flayanlar i\u00e7in, \u00f6ncelikle temel tasar\u0131m prensiplerini ve kal\u0131plar\u0131n\u0131 \u00f6\u011frenmek \u00f6nemlidir. Bu prensipler aras\u0131nda SOLID prensipleri, tasar\u0131m kal\u0131plar\u0131 (\u00f6rne\u011fin, Singleton, Factory, Observer), ve \u00f6l\u00e7eklenebilirlik, performans ve g\u00fcvenilirlik gibi konular yer al\u0131r. Bir sistem tasar\u0131m\u0131 problemiyle kar\u015f\u0131la\u015f\u0131ld\u0131\u011f\u0131nda, problemi iyi anlamak, gereksinimleri tan\u0131mlamak ve s\u0131n\u0131rlamalar\u0131 belirlemek ilk ad\u0131md\u0131r. Daha sonra, farkl\u0131 mimari se\u00e7eneklerini de\u011ferlendirmeniz gerekir (\u00f6rne\u011fin, mikro hizmetler, monolit). Her se\u00e7ene\u011fin avantajlar\u0131n\u0131 ve dezavantajlar\u0131n\u0131 dikkatlice tartman\u0131z ve proje gereksinimlerine en uygun olan\u0131 se\u00e7meniz gerekir. Son ad\u0131m ise, se\u00e7ilen mimariyi detayl\u0131 olarak tasarlamak ve farkl\u0131 bile\u015fenler aras\u0131ndaki etkile\u015fimleri tan\u0131mlamakt\u0131r. Bu s\u00fcre\u00e7te diyagram ve \u00e7izelgeler kullanmak, tasar\u0131m s\u00fcrecinizi g\u00f6rselle\u015ftirmenize ve anla\u015f\u0131lmas\u0131n\u0131 kolayla\u015ft\u0131rman\u0131za yard\u0131mc\u0131 olur. Bir sistem tasar\u0131m\u0131n\u0131n etkinli\u011fini de\u011ferlendirirken, \u00f6l\u00e7eklenebilirlik, performans, g\u00fcvenilirlik ve s\u00fcrd\u00fcr\u00fclebilirlik gibi fakt\u00f6rleri dikkate almak \u00e7ok \u00f6nemlidir.<\/p>\n

Uygulamal\u0131 \u00d6rnek: E-Ticaret Sistemi Tasar\u0131m\u0131<\/h2>\n

Bir e-ticaret sisteminin tasar\u0131m\u0131, sistem tasar\u0131m\u0131n\u0131n ger\u00e7ek d\u00fcnyadaki bir uygulamas\u0131n\u0131 g\u00f6sterir. Bu sistem, kullan\u0131c\u0131lar\u0131n \u00fcr\u00fcn arama, sepete ekleme, \u00f6deme yapma ve sipari\u015f takibi gibi i\u015flemleri ger\u00e7ekle\u015ftirebilmesi i\u00e7in tasarlanm\u0131\u015ft\u0131r. Bu sistemi tasarlarken, a\u015fa\u011f\u0131daki bile\u015fenleri g\u00f6z \u00f6n\u00fcnde bulundurman\u0131z gerekir:<\/p>\n

* Kullan\u0131c\u0131 aray\u00fcz\u00fc (UI):<\/strong> Kullan\u0131c\u0131lar\u0131n etkile\u015fim kuraca\u011f\u0131 aray\u00fcz.
\n* \u00dcr\u00fcn katalo\u011fu:<\/strong> \u00dcr\u00fcn bilgilerinin sakland\u0131\u011f\u0131 veritaban\u0131.
\n* Sepet y\u00f6netimi:<\/strong> Kullan\u0131c\u0131lar\u0131n sepetlerini y\u00f6netmelerini sa\u011flayan bile\u015fen.
\n* \u00d6deme ge\u00e7idi:<\/strong> \u00d6deme i\u015flemlerini y\u00f6neten bile\u015fen.
\n* Sipari\u015f y\u00f6netimi:<\/strong> Sipari\u015flerin y\u00f6netildi\u011fi bile\u015fen.
\n* \u00d6neri sistemi:<\/strong> Kullan\u0131c\u0131lara \u00fcr\u00fcn \u00f6neren bir bile\u015fen.
\n* \u0130leti\u015fim sistemi:<\/strong> Kullan\u0131c\u0131lar ve sat\u0131c\u0131lar aras\u0131nda ileti\u015fim sa\u011flayan bir bile\u015fen.<\/p>\n

Bu bile\u015fenlerin her birinin nas\u0131l tasarlanaca\u011f\u0131 ve birbirleriyle nas\u0131l etkile\u015fim kuraca\u011f\u0131, sistem tasar\u0131m\u0131n\u0131n \u00f6nemli bir par\u00e7as\u0131d\u0131r. \u00d6rne\u011fin, \u00fcr\u00fcn katalo\u011fu, \u00f6l\u00e7eklenebilir ve h\u0131zl\u0131 bir veritaban\u0131 kullanarak tasarlanmal\u0131d\u0131r. \u00d6deme ge\u00e7idi ise, g\u00fcvenlik ve performans a\u00e7\u0131s\u0131ndan y\u00fcksek g\u00fcvenilirlik gerektirir. Bu karma\u015f\u0131k sistemi tasarlarken, her bir bile\u015fenin performans\u0131n\u0131 ve g\u00fcvenilirli\u011fini ayr\u0131 ayr\u0131 de\u011ferlendirmeniz ve sistemin genel performans\u0131n\u0131 optimize etmeniz gerekir.<\/p>\n

\u0130leri D\u00fczey DSA ve Sistem Tasar\u0131m\u0131 Teknikleri<\/h2>\n

\u0130leri d\u00fczey DSA teknikleri, daha karma\u015f\u0131k algoritmalar\u0131n ve veri yap\u0131lar\u0131n tasar\u0131m\u0131n\u0131 ve analizini i\u00e7erir. \u00d6rne\u011fin, dinamik programlama, geriye do\u011fru arama ve a\u00e7g\u00f6zl\u00fcl\u00fck gibi teknikleri \u00f6\u011frenmek, daha verimli algoritmalar tasarlayabilmenizi sa\u011flar. Ayn\u0131 \u015fekilde, ileri d\u00fczey sistem tasar\u0131m teknikleri, da\u011f\u0131t\u0131lm\u0131\u015f sistemler, mikro hizmet mimarisi ve bulut tabanl\u0131 platformlar gibi konular\u0131 kapsar. Bu konular\u0131n iyi bir \u015fekilde anla\u015f\u0131lmas\u0131, b\u00fcy\u00fck \u00f6l\u00e7ekli ve karma\u015f\u0131k sistemlerin tasarlanmas\u0131n\u0131 ve y\u00f6netilmesini kolayla\u015ft\u0131r\u0131r. Ayr\u0131ca, farkl\u0131 veri yap\u0131lar\u0131 ve algoritmalar\u0131n performans kar\u015f\u0131la\u015ft\u0131rmalar\u0131n\u0131 yapmak ve uygun olan\u0131 se\u00e7mek \u00e7ok \u00f6nemlidir. Bu kar\u015f\u0131la\u015ft\u0131rmalar, zaman karma\u015f\u0131kl\u0131\u011f\u0131, alan karma\u015f\u0131kl\u0131\u011f\u0131 ve di\u011fer performans metrikleri dikkate al\u0131narak yap\u0131lmal\u0131d\u0131r. G\u00fcvenlik konular\u0131 da ileri seviye tasar\u0131mda \u00f6nemli bir yer tutar. G\u00fcvenlik a\u00e7\u0131klar\u0131n\u0131 \u00f6nlemek ve verileri korumak i\u00e7in uygun g\u00fcvenlik \u00f6nlemleri al\u0131nmal\u0131d\u0131r. \u00d6rne\u011fin, \u015fifreleme, kimlik do\u011frulama ve yetkilendirme mekanizmalar\u0131 gibi g\u00fcvenlik \u00f6zellikleri sistem tasar\u0131m\u0131n\u0131n \u00f6nemli bir par\u00e7as\u0131d\u0131r.<\/p>\n

\u00d6\u011frenme Yol Haritas\u0131<\/h2>\n

Yeni Ba\u015flayan:<\/strong><\/p>\n

1. Temel veri yap\u0131lar\u0131 (diziler, ba\u011fl\u0131 listeler, y\u0131\u011f\u0131nlar, kuyruklar)
\n2. Temel algoritmalar (lineer arama, ikili arama, kabarc\u0131k s\u0131ralama, se\u00e7me s\u0131ralamas\u0131)
\n3. Basit sistem tasar\u0131m problemleri (\u00f6rne\u011fin, basit bir kullan\u0131c\u0131 kayd\u0131 sistemi)<\/p>\n

Orta Seviye:<\/strong><\/p>\n

1. Karma\u015f\u0131k veri yap\u0131lar\u0131 (a\u011fa\u00e7lar, grafikler, karma tablolar)
\n2. Karma\u015f\u0131k algoritmalar (birle\u015ftirme s\u0131ralamas\u0131, h\u0131zl\u0131 s\u0131ralama, dinamik programlama)
\n3. Orta karma\u015f\u0131kl\u0131\u011fa sahip sistem tasar\u0131m problemleri (\u00f6rne\u011fin, bir e-ticaret sistemi)<\/p>\n

\u0130leri Seviye:<\/strong><\/p>\n

1. \u0130leri algoritma teknikleri (geriye do\u011fru arama, a\u00e7g\u00f6zl\u00fcl\u00fck, yakla\u015f\u0131k algoritmalar)
\n2. Da\u011f\u0131t\u0131lm\u0131\u015f sistemler, mikro hizmet mimarisi, bulut tabanl\u0131 platformlar
\n3. Karma\u015f\u0131k sistem tasar\u0131m problemleri (\u00f6rne\u011fin, b\u00fcy\u00fck \u00f6l\u00e7ekli bir sosyal medya platformu)<\/p>\n

Performans Kar\u015f\u0131la\u015ft\u0131rmas\u0131: Tablo vs. Liste<\/h2>\n

| \u00d6zellik | Tablo | Liste |
\n|—————-|—————————————|————————————–|
\n| Eri\u015fim S\u00fcresi | O(1) | O(n) |
\n| Ekleme S\u00fcresi | O(n) | O(1) (ba\u015fa) \/ O(n) (sona) |
\n| Silme S\u00fcresi | O(n) | O(1) (ba\u015fa) \/ O(n) (sona) |
\n| Bellek Kullan\u0131m\u0131 | Genellikle daha az | Genellikle daha fazla |<\/p>\n

Yukar\u0131daki tabloda g\u00f6r\u00fcld\u00fc\u011f\u00fc gibi, tablolar h\u0131zl\u0131 eri\u015fim sa\u011flar ancak ekleme ve silme i\u015flemleri daha yava\u015ft\u0131r. Listeler ise h\u0131zl\u0131 ekleme ve silme i\u015flemlerine olanak tan\u0131r, ancak eri\u015fim i\u015flemleri daha yava\u015ft\u0131r. Dolay\u0131s\u0131yla, hangi veri yap\u0131s\u0131n\u0131n kullan\u0131laca\u011f\u0131, uygulaman\u0131n ihtiya\u00e7lar\u0131na g\u00f6re de\u011fi\u015fir.<\/p>\n

Dikkat! G\u00fcvenlik A\u00e7\u0131klar\u0131<\/h2>\n

Sistem tasar\u0131m\u0131nda g\u00fcvenlik, en \u00f6nemli unsurlardan biridir. G\u00fcvenlik a\u00e7\u0131klar\u0131n\u0131 \u00f6nlemek i\u00e7in, g\u00fcvenli kodlama teknikleri kullan\u0131lmal\u0131 ve g\u00fcvenlik denetimleri d\u00fczenli olarak yap\u0131lmal\u0131d\u0131r. \u00d6rne\u011fin, SQL enjeksiyonu, cross-site scripting (XSS) ve di\u011fer yayg\u0131n g\u00fcvenlik a\u00e7\u0131klar\u0131ndan ka\u00e7\u0131nmak i\u00e7in \u00f6nlemler al\u0131nmal\u0131d\u0131r. Daha fazla bilgi i\u00e7in (https:\/\/fatihsoysal.com) inceleyebilirsiniz.<\/p>\n

Sonu\u00e7<\/h2>\n

G\u00fcnl\u00fck DSA ve sistem tasar\u0131m\u0131 g\u00fcnl\u00fc\u011f\u00fc tutmak, yaz\u0131l\u0131m m\u00fchendisli\u011finde s\u00fcrekli \u00f6\u011frenme ve geli\u015fme i\u00e7in g\u00fc\u00e7l\u00fc bir ara\u00e7t\u0131r. Bu rehberde, bu g\u00fcnl\u00fckleri nas\u0131l etkili bir \u015fekilde kullanabilece\u011finizi, temel ve ileri seviye konular\u0131 nas\u0131l \u00f6\u011frenebilece\u011finizi ve ger\u00e7ek d\u00fcnya senaryolar\u0131nda nas\u0131l uygulayabilece\u011finizi \u00f6\u011frendiniz. Unutmay\u0131n ki, pratik yapmak ve s\u00fcrekli \u00f6\u011frenmek, bu alanda ba\u015far\u0131l\u0131 olman\u0131n anahtar\u0131d\u0131r.<\/p>\n

S\u0131k\u00e7a Sorulan Sorular<\/h3>\n

* DSA \u00f6\u011frenmeye nereden ba\u015flamal\u0131y\u0131m?<\/strong> Temel veri yap\u0131lar\u0131 ve algoritmalarla ba\u015flay\u0131n. LeetCode, HackerRank gibi platformlardan pratik problemler \u00e7\u00f6z\u00fcn.
\n* Sistem tasar\u0131m\u0131 nas\u0131l \u00f6\u011frenilir?<\/strong> Temel tasar\u0131m prensiplerini ve kal\u0131plar\u0131n\u0131 \u00f6\u011frenin. Ger\u00e7ek d\u00fcnya \u00f6rnekleri \u00fczerinde pratik yap\u0131n.
\n* G\u00fcnl\u00fck tutman\u0131n faydalar\u0131 nelerdir?<\/strong> \u00d6\u011frenme yolculu\u011funuzu takip etmenizi, g\u00fc\u00e7l\u00fc ve zay\u0131f y\u00f6nlerinizi belirlemenizi ve ilerleme kaydetmenizi sa\u011flar.
\n* Sistem tasar\u0131m\u0131 i\u00e7in hangi ara\u00e7lar\u0131 kullanmal\u0131y\u0131m?<\/strong> Diyagram \u00e7izme ara\u00e7lar\u0131 (\u00f6rne\u011fin, Lucidchart, Draw.io) ve veritaban\u0131 tasar\u0131m ara\u00e7lar\u0131 kullanabilirsiniz.
\n* \u0130yi bir sistem tasar\u0131m\u0131n\u0131n \u00f6zellikleri nelerdir?<\/strong> \u00d6l\u00e7eklenebilir, performansl\u0131, g\u00fcvenilir ve s\u00fcrd\u00fcr\u00fclebilir olmal\u0131d\u0131r.<\/p>\n

Yazar: Fatih Soysal<\/p>\n","protected":false},"excerpt":{"rendered":"G\u00fcnl\u00fck DSA ve Sistem Tasar\u0131m\u0131 G\u00fcnl\u00fc\u011f\u00fc – 4 Veri yap\u0131lar\u0131 ve algoritmalar (DSA) ile sistem tasar\u0131m\u0131n\u0131n karma\u015f\u0131k d\u00fcnyas\u0131nda…","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_page_header_type":"","csco_page_load_nextpost":"","csco_page_subscribe_form":"","csco_page_contact_form":"","footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-28695","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"\nG\u00fcnl\u00fck DSA ve Sistem Tasar\u0131m\u0131 G\u00fcnl\u00fc\u011f\u00fc - 4<\/title>\n<meta name=\"description\" content=\"Veri yap\u0131lar\u0131 ve algoritmalar (DSA) ile sistem tasar\u0131m\u0131n\u0131n karma\u015f\u0131k d\u00fcnyas\u0131nda ustala\u015fmak, yaz\u0131l\u0131m m\u00fchendisli\u011finde ba\u015far\u0131l\u0131 olman\u0131n temel ta\u015flar\u0131ndan biridir. 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