The article examines the key aspects of big data processing platforms, highlighting their importance in the modern world of business and research. Discusses key technologies and tools such as Hadoop, Apache Spark, Apache Kafka, as well as machine learning methods and analysis algorithms that allow extracting valuable information from huge volumes of data. Particular attention is paid to the application of Big Data in various industries, including marketing, trend forecasting and price optimization. Issues and challenges associated with big data processing are also addressed, including financial costs, data quality, security, and data integration. Finally, the prospects for the development of data processing technologies are discussed, including improving algorithms, expanding application areas and increasing the role of artificial intelligence.
Automation, streaming data, big data, streaming data, digitization, digital transformation, analog signals, data storage, data analysis, data processing, visualization.
1. Tilson D. Cifrovye infrastruktury: otsutstvuet programma issledovaniy [Tekst] / D. Tilson.
2. Leyshon E. Prostranstvenno-vremennoe (i cifrovoe) szhatie: programmnye formaty, muzykal'nye seti i reorganizaciya muzykal'noy industrii [Tekst] / E. Leyshon // Okruzhayuschaya sreda i planirovanie A: ekonomika i prostranstvo. — 2001.
3. Berends H. Priroda cifrovyh tehnologiy [Tekst] / H. Berends.
4. Snayder M. Luchshie ustroystva dlya potokovogo internet-televideniya stoimost'yu ot 20 do 200 dollarov [Tekst] / M. Snayder.
5. Morris Dzh.U. Kontrol', kurirovanie i muzykal'nyy opyt v potokovyh muzykal'nyh servisah [Tekst] / Dzh.U. Morris // Zhurnal tvorcheskih industriy. — 2015.
6. Kelleher Dzh. Nauka o dannyh: Bazovyy kurs [Tekst] / Dzh. Kelleher, B. Tirni.
7. Makafi E. Mashina, platforma, tolpa [Tekst] / E. Makafi, E. Brin'olfson.
8. SaaS: kak rabotaet model' «Programmnoe obespechenie kak servis» [Elektronnyy resurs]. — URL: https://cloud.yandex.ru/blog/posts/2023/03/saas (data obrascheniya: 21.04.2024).
9. Shapira G. Apache Kafka. Potokovaya obrabotka i analiz dannyh [Tekst] / G. Shapira, T. Palino, R. Sivaram, K. Petti. — 2-e izd.
