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Apache Hadoop

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Apache Hadoop is a collection of open-source software utilities that facilitate using a network of many computers to solve problems involving massive amounts of data and computation. It provides a software framework for distributed storage and processing of big data using the MapReduce programming model. Originally designed for computer clusters built from commodity hardware—still the common use—it has also found use on clusters of higher-end hardware. All the modules in Hadoop are designed with a fundamental assumption that hardware failures are common occurrences and should be automatically handled by the framework.

The core of Apache Hadoop consists of a storage part, known as Hadoop Distributed File System (HDFS), and a processing part which is a MapReduce programming model. Hadoop splits files into large blocks and distributes them across nodes in a cluster. It then transfers packaged code into nodes to process the data in parallel. This approach takes advantage of data locality, where nodes manipulate the data they have access to. This allows the dataset to be processed faster and more efficiently than it would be in a more conventional supercomputer architecture that relies on a parallel file system where computation and data are distributed via high-speed networking.

The base Apache Hadoop framework is composed of the following modules:

  • Hadoop Common – contains libraries and utilities needed by other Hadoop modules;
  • Hadoop Distributed File System (HDFS) – a distributed file-system that stores data on commodity machines, providing very high aggregate bandwidth across the cluster;
  • Hadoop YARN – introduced in 2012 is a platform responsible for managing computing resources in clusters and using them for scheduling users' applications;
  • Hadoop MapReduce – an implementation of the MapReduce programming model for large-scale data processing.

The term Hadoop has come to refer not just to the aforementioned base modules and sub-modules, but also to the ecosystem, or collection of additional software packages that can be installed on top of or alongside Hadoop, such as Apache Pig, Apache Hive, Apache HBase, Apache Phoenix, Apache Spark, Apache ZooKeeper, Cloudera Impala, Apache Flume, Apache Sqoop, Apache Oozie, and Apache Storm.

Apache Hadoop's MapReduce and HDFS components were inspired by Google papers on their MapReduce and Google File System.

The Hadoop framework itself is mostly written in the Java programming language, with some native code in C and command line utilities written as shell scripts. Though MapReduce Java code is common, any programming language can be used with "Hadoop Streaming" to implement the "map" and "reduce" parts of the user's program. Other projects in the Hadoop ecosystem expose richer user interfaces.

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Tawaran Khas untuk lepasan SPM/STPM/STAM/Diploma/Matrikulasi/Asasi Sempena Ulang Tahun ke 20 ICYM

  1. Biasiswa Penginapan dan Pengangkutan bagi Program Diploma dan Ijazah
  2. Pembiayaan/Penajaan Penuh daripada PTPK bagi Program Sijil

Permohonan:

Langkah 1, Biasiswa - Klik Sini
Langkah 2Pilih Program

Foundation / Diploma Foundation In Information Technology Foundation In Management Diploma In Entrepreneurship Diploma In Marketing Diploma In Accountancy Diploma In Islamic Financial Planning Diploma In Culinary Arts Diploma In Hotel Management Diploma In Tourism Management Diploma In Animation Technology Diploma In Media Technology Diploma In Theatrical Arts And Technology Diploma In Multimedia Technology Diploma In Information Technology Diploma In Computer Networking Diploma In Cyber Security Diploma In Electrical Technology Diploma In Industrial Electronic Technology Diploma In Early Childhood Education Diploma In Guidance & Counseling Diploma In Aircraft Maintenance Technology Kerjasama Universiti Teknologi Malaysia Diploma In Technology Management (UTM) Diploma In Technology Management (Accounting) (UTM) Diploma In Computer Science (Information Technology) (UTM) Sarjana Muda Sains (Pembangunan Sumber Manusia) (UTM) Sarjana Muda Pengurusan (Pemasaran) (UTM) Sarjana Muda Sains Komputer (Perisian Grafik & Multimedia) (UTM) Sarjana Muda Sains Komputer (Rangkaian & Keselamatan) (UTM) Professional License Aircraft Maintenance License Technician (AML-T) DCAM-PT-66 CAT A1 Aircraft Maintenance License Engineer (AML-E) DCAM-PT-66 CAT B1-1 Sijil Kemahiran Malaysia (SKM) / Short Course Lukisan Pelan Senibina / Juruteknik Elektrik / Teknologi Automotif / Pembuatan Pastri Program Tajaan Ground Handling Management (GHM) PTPTN Bahagian Pengurusan Kemasukan Pelajar UPU KWSP YAYASAN PENERAJU UPEN PTPK TAPEM YAYASAN NEGERI ZAKAT MARA UNIVERSITI ISLAM ANTARABANGSA MALAYSIA (IIUM) UNIVERSITI KEBANGSAAN MALAYSIA (UKM) UNIVERSITI KEBANGSAAN MALAYSIA (UKM) UNIVERSITI MALAYA UNIVERSITI MALAYSIA KELANTAN (UMK) UNIVERSITI MALAYSIA PAHANG (UMP) UNIVERSITI MALAYSIA PERLIS (UNIMAP) UNIVERSITI MALAYSIA SABAH (UMS) UNIVERSITI MALAYSIA SARAWAK (UNIMAS) (KOTA SAMARAHAN) UNIVERSITI MALAYSIA TERENGGANU (UMT) UNIVERSITI PENDIDIKAN SULTAN IDRIS (UPSI) UNIVERSITI PERTAHANAN NASIONAL MALAYSIA UNIVERSITI PUTRA MALAYSIA (UPM) UNIVERSITI SAINS ISLAM MALAYSIA (USIM) UNIVERSITI SAINS MALAYSIA (USM) UNIVERSITI SULTAN ZAINAL ABIDIN (UNISZA) UNIVERSITI TEKNIKAL MALAYSIA MELAKA (UTEM) UNIVERSITI TEKNOLOGI MALAYSIA (UTM) UNIVERSITI TEKNOLOGI MARA UNIVERSITI TUN HUSSEIN ONN MALAYSIA (UTHM) UNIVERSITI UTARA MALAYSIA (UUM)

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  • ong 65e06Throughout my studies in ICYM, I have encountered many challenges and obstacles. However, I was lucky enough to be given the opportunity to gain knowledge here and also to engage in co-curriculum activities organized by the college. For me, ICYM is the best choice. 

    Ong Wei Sin • Diploma in Marketing • Best Student

  • fadzlina c3e6cI think ICYM has done a great job, especially during my student’s life in campus. I like the multi-cultural environment in ICYM that depicts the feel of 1 Malaysia. During my studies in ICYM, I have became more confident, able to improve my skills and possessed the sense of believing my self. As a whole ICYM was able to overtime any locking. I will definitely introduce ICYM to my friends.

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  • asyrafabMy learning experience in ICYM was very good and interesting and I can learn a lot about animation technology. Lectures in ICYM are very experienced in this industry compared to other colleges. They taught us all the knowledge about animation so the that we can improve our experience in the animation industry today.

    Mohd Asyraf Abd Rahman • Diploma in Animation, Lead Animator, Les’ Copaque Production

  • leekamThere is always a motivating environment in ICYM drives me to success. Spending time together with lectures and friends enable us to learn our own mistakes. Learning experience has turned me into an all-rounded individual. It was an extraordinary experience for me.

    Lee Kam Shann • Diploma in Multimedia Technology Best Student

  • asyrafI am grateful to be given the opportunity to study in ICYM as I am able to increase my knowledge in Animation, theoretically and practically. ICYM is definitely the right choice for those who want to learn in the field of Animation because the college has provided the complete and conducive environment for learning as well as practical experiences. 

    Asyraf Abdullah • Diploma in Animation Technology ,Senior Render Artist & Technical Manager, Les’ Copaque Production

  • intanBecoming an ICYM graduate is a prestigious acknowledgement. I would like to thank all my lecturers for their dedications and self esteems, as well as having the reputation as honourable academicians and educators. I am really touched by their personality and professionalism shown. Thank you for guiding and transforming us for what we are today.

    Intan Safinas Haji Abdul Samat • Diploma in Media Technology Executive, Education & Training