Big data services

Companies need sophisticated analytical tools to make the most out of streaming information. Since such data comes in different shapes and structures (and from different sources), customized feature-rich systems are often needed to mine it efficiently. Avenga has lots of experience building various big data platforms, inducing the systems for incremental, sequential, record-by-record, or sliding window data processing. We help businesses promptly set up and fine-tune their data streaming platforms.

Tools like data lakes and data lakehouses are often important to the success of the broader data strategy. Data lakes, used by a lot of organizations, are perfect for storing all kinds of raw data. They’re known for simplifying data cleansing, analysis, and overall management. Data lakehouses, however, provide some organized and quality data features on top of flexibility and scalability. Avenga equips organizations to leverage data lakes and lakehouses in order to run critical operational data workloads while exploring advanced analytical and Machine Learning use cases. Additionally, we’re experienced in applying the popular data mesh architectural approach, which can significantly increase data accessibility.

Collecting, sharing, and analyzing data from IoT sensors and connected infrastructures is challenging. But when done right, it can help businesses elevate almost every aspect of their operations. With Avenga’s big data services, firms can utilize cloud, IoT, and sophisticated data analytics technologies to unlock new growth opportunities. We develop robust cloud analytics solutions that facilitate the fast extraction of actionable insights from IoT datasets. Apart from that, we set up reliable and cohesive IoT infrastructures and integrate apps with real-time analytics from connected devices.

Avenga’s big data specialists are well-versed in Hadoop, Spark, and the entire Hadoop ecosystem. We analyze companies’ data requirements and implement the architectures offering data preparation, processing, analysis, and management capabilities that meet their needs. We also build various big data optimization tools that help enhance data ecosystems and frameworks. Our big data services include architecture design, engineering, implementation, and diagnostics. Additionally, we support our clients with ongoing Hadoop and Spark initiatives, helping them to strengthen data security, carry out data migrations, and safely execute infrastructure reconfigurations.

Leverage scalable cloud solutions to increase the availability of information infrastructure management, as well as simplify it. Avenga’s big data specialists are well-versed in the most popular modern cloud data platforms, such as Snowflake and BigQuery. We provide implementation, support, testing, migration, and customization services for clients looking to adopt, enhance, or move information to a modern data warehouse. We also set up and configure efficient distributed storages, which drastically improve our clients’ I/O performance and boost data availability and reliability. With our support, organizations collect and analyze more data at a lower cost.

Boost operational efficiency with advanced text search solutions. Avenga develops tools that deliver accurate results even when processing vast volumes of data. They also offer categorization based on specific values and relevancy ranking capabilities. On top of that, our experts often add rich Natural Language Processing capabilities to our clients’ search systems, thus making them more intuitive. In addition, we carry out seamless app migrations from relational databases to full-text systems and, in some cases, index existing databases to make them searchable.