AresDB vs Singer vs Apache Spark

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What is AresDB?

AresDB is a GPU-powered real-time analytics storage and query engine. It features low query latency, high data freshness and highly efficient in-memory and on disk storage management.

What is Singer?

Singer powers data extraction and consolidation for all of your organization’s tools: advertising platforms, web analytics, payment processors, email service providers, marketing automation, databases, and more.

What is Apache Spark?

Spark is a fast and general processing engine compatible with Hadoop data. It can run in Hadoop clusters through YARN or Spark's standalone mode, and it can process data in HDFS, HBase, Cassandra, Hive, and any Hadoop InputFormat. It is designed to perform both batch processing (similar to MapReduce) and new workloads like streaming, interactive queries, and machine learning.
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Why do developers choose AresDB?
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Why do developers choose Apache Spark?
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          What companies use AresDB?
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          What tools integrate with AresDB?
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            What are some alternatives to AresDB, Singer, and Apache Spark?
            Amazon Athena
            Amazon Athena is an interactive query service that makes it easy to analyze data in Amazon S3 using standard SQL. Athena is serverless, so there is no infrastructure to manage, and you pay only for the queries that you run.
            Apache Flink
            Apache Flink is an open source system for fast and versatile data analytics in clusters. Flink supports batch and streaming analytics, in one system. Analytical programs can be written in concise and elegant APIs in Java and Scala.
            Apache Hive
            Hive facilitates reading, writing, and managing large datasets residing in distributed storage using SQL. Structure can be projected onto data already in storage.
            Druid is a distributed, column-oriented, real-time analytics data store that is commonly used to power exploratory dashboards in multi-tenant environments. Druid excels as a data warehousing solution for fast aggregate queries on petabyte sized data sets. Druid supports a variety of flexible filters, exact calculations, approximate algorithms, and other useful calculations.
            Presto is an open source distributed SQL query engine for running interactive analytic queries against data sources of all sizes ranging from gigabytes to petabytes.
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            Decisions about AresDB, Singer, and Apache Spark
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            How developers use AresDB, Singer, and Apache Spark
            Avatar of Wei Chen
            Wei Chen uses Apache SparkApache Spark

            Spark is good at parallel data processing management. We wrote a neat program to handle the TBs data we get everyday.

            Avatar of Ralic Lo
            Ralic Lo uses Apache SparkApache Spark

            Used Spark Dataframe API on Spark-R for big data analysis.

            Avatar of Kalibrr
            Kalibrr uses Apache SparkApache Spark

            We use Apache Spark in computing our recommendations.

            Avatar of Dotmetrics
            Dotmetrics uses Apache SparkApache Spark

            Big data analytics and nightly transformation jobs.

            Avatar of brenoinojosa
            brenoinojosa uses Apache SparkApache Spark

            Data retrieval and analysis of Cassandra.

            How much does AresDB cost?
            How much does Singer cost?
            How much does Apache Spark cost?
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