Data adalah "Kuantitas, karakter, atau simbol dengan pengolahan yang dilakukan oleh komputer, yang dapat disimpan dan ditransmisikan dalam bentuk sinyal listrik dan dicatat pada medan magnet, optik, atau mekanis media perekaman."
Jadi, "Big Data" adalah istilah yang digunakan untuk menggambarkan pengumpulan data yang sangat besar dalam ukuran namun tumbuh secara eksponensial dengan/berdasarkan waktu. Singkatnya, data tersebut sangat besar dan kompleks yang tidak ada alat manajemen data tradisional yang dapat menyimpan atau memproses secara efisien.
Kategori "Big Data" :
- Structured (Terstruktur)
Data yang dapat disimpan, diakses dan diproses dalam bentuk format tetap disebut sebagai data 'terstruktur'. Selama periode waktu tertentu, para pakar dalam ilmu komputer telah mendapatkan kesuksesan besar dalam mengembangkan teknik untuk bekerja dengan jenis data seperti ini (di mana format data dikenal lebih dahulu) dan juga menurunkan nilai dari data itu. Namun, sekarang, kita memiliki masalah ketika ukuran data tersebut tumbuh pada tingkat yang sangat besar, total ukuran data meningkat menjadi zettabyte.
*1021 bytes sama dengan 1 zettabyte atau satu miliar terabytes.
Melihat angka-angka ini orang dapat dengan mudah memahami mengapa nama 'Big Data' diberikan dan membayangkan tantangan yang terlibat dalam penyimpanan dan pengolahannya.
*Data yang tersimpan dalam RDBMS (Relational Database Management System) adalah salah satu contoh dari data terstruktur. - Un-structured (Tidak Terstruktur)Data dengan bentuk tidak diketahui atau struktur diklasifikasikan sebagai data tidak terstruktur. Selain ukuran yang besar, data tidak terstruktur menimbulkan beberapa tantangan dalam hal pengolahan untuk menurunkan nilai dari data tersebut. Contoh "klasik" dari data tidak terstruktur adalah sumber data heterogen yang mengandung kombinasi sederhana : file teks, gambar, video dll. Sekarang, banyak organisasi memiliki kekayaan data yang tersedia pada mereka tapi sayangnya mereka tidak tahu bagaimana untuk mendapatkan nilai dari data tersebut dikarenakan data tersebut dalam bentuk mentah atau format tidak terstruktur.
Contoh data tidak terstruktur adalah hasil pencarian dari "Google Search". - Semi-structured (Semi-terstruktur) Data semi-terstruktur dapat berisi kedua bentuk data (terstruktur dan tidak terstruktur). Kita bisa melihat data semi-terstruktur sebagai terstruktur dalam bentuk (penglihatan mata) tetapi sebenarnya tidak didefinisikan (misalnya dengan definisi tabel dalam RDBMS). Contoh data semi-terstruktur adalah data yang direpresentasikan dalam file XML.
Karakteristik "Big Data" :
- Volume (Ukuran)
Nama 'Big Data' itu sendiri terkait dengan ukuran yang sangat besar. Ukuran data memainkan peran yang sangat penting dalam menentukan nilai dari data. Data tertentu sebenarnya dapat dianggap sebagai Big Data atau tidak tergantung pada volume data. Oleh karena itu, 'Volume' adalah salah satu ciri khas yang perlu dipertimbangkan ketika berhadapan dengan 'Big Data'.
- Variety (Ragam)Ragam mengacu pada sumber-sumber yang heterogen dan sifat data, baik terstruktur maupun tidak terstruktur. Sebelumnya, spreadsheet dan database merupakan satu-satunya sumber data yang dianggap oleh sebagian besar aplikasi. Namun sekarang, data dalam bentuk email, foto, video, alat monitoring, PDF, audio, dll juga sedang dipertimbangkan dalam analisis.
- Velocity (Kecepatan)
Istilah 'kecepatan' mengacu pada kecepatan generasi data. Seberapa cepat data yang dihasilkan dan diproses untuk memenuhi tuntutan, menentukan potensi nyata dalam data.
Kecepatan Big Data harus sesuai dengan kecepatan data mengalir dari sumber-sumber seperti proses bisnis, log aplikasi, jaringan dan situs media sosial, sensor, perangkat mobile, dll. - Variability (Variabilitas)
Hal ini mengacu pada inkonsistensi yang dapat ditunjukkan oleh data di suatu waktu, sehingga menghambat proses yang mampu menangani dan mengelola data secara efektif
Keuntungan Pemrosesan "Big Data" :
- Membantu Menganalis & Mengambil Keputusan Dalam Suatu Bisnis.
Akses ke data sosial dari mesin pencari dan situs-situs seperti facebook, twitter yang memungkinkan organisasi untuk menepatkan strategi pada bisnis mereka. - Peningkatan Layanan Suatu Perusahaan
Dapat meningkatkan layanan ke pelanggan (customer) dan juga mendapatkan feedback dari palanggan. - Identifikasi Awal Resiko Terhadap Produk/ Jasa (jika ada)
- Efisiensi Operasional Menjadi Lebih BaikTeknologi 'Big Data' dapat digunakan untuk membuat area stage atau "landing zone" untuk data baru sebelum mengidentifikasi data mana yang harus dipindahkan ke gudang data. Selain itu, integrasi seperti teknologi 'Big Data' dan data warehouse membantu organisasi untuk offload data yang jarang diakses.
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