Splunk provides monitoring and management tools that allow users to monitor the health of their Splunk deployment and manage their Splunk environment.ĬloudWatch offers integration with developer tools like AWS CloudFormation, AWS SDKs, and AWS Command Line Interface (CLI). Splunk is known for its reliability and has a reputation for being a robust and stable platform.ĬloudWatch provides comprehensive monitoring and management capabilities, including customizable dashboards, alarms, and notifications. Splunk provides high availability options, including clustering and disaster recovery.ĬloudWatch is a reliable service with features like automatic data replication, backup, and disaster recovery. Splunk is designed for high performance, with features like distributed search and indexing to speed up queries.ĬloudWatch is a highly available service with multiple redundant data centers. Splunk can scale horizontally and vertically to handle large volumes of data.ĬloudWatch offers real-time monitoring and analysis of data, allowing customers to identify and respond to issues quickly. It also offers automatic scaling to accommodate fluctuations in data volume. It also offers a free version called Splunk Free.ĬloudWatch is highly scalable and can handle large volumes of data. Splunk's pricing model is based on the amount of data ingested and the number of users. Splunk provides various security features, including role-based access control, encryption, and multi-factor authentication.ĬloudWatch pricing is based on usage, with customers paying for the number of metrics, logs, and traces they ingest and store, as well as any additional features they use. Splunk integrates with various third-party tools and services, including data visualization tools, security tools, and cloud services.ĬloudWatch is a secure service that offers features such as encryption of data at rest and in transit, fine-grained access control, and audit logging. Splunk can be deployed on-premise, in the cloud, or as a hybrid model.ĬloudWatch integrates with other AWS services including Amazon EC2, Amazon RDS, Amazon VPC, AWS Lambda, and more. Splunk uses a proprietary search language called Splunk Search Processing Language (SPL) to query and analyze data.ĬloudWatch is a cloud-based service and can be deployed on AWS. Splunk has machine learning capabilities that allow users to build models for predictive analytics, anomaly detection, and other advanced use cases.ĬloudWatch uses CloudWatch Logs Insights, a fully managed and scalable log analytics service, to allow customers to search, analyze, and visualize log data using a purpose-built query language. Users can also use data models to normalize data and create relationships between different data sets.ĬloudWatch integrates with AWS machine learning services like Amazon SageMaker and Amazon Comprehend to provide advanced analytics and insights. ![]() Splunk allows users to transform data using built-in functions or custom scripts. It also allows customers to perform more advanced analysis and transformation using third-party tools like Amazon Kinesis and AWS Glue. Splunk allows users to ingest data from various sources, including files, databases, APIs, and streaming data sources.ĬloudWatch offers some basic data transformation capabilities such as aggregating and filtering data. Splunk is a data processing tool that can handle various types of data, including machine-generated data, business metrics, and security logs.ĬloudWatch supports multiple ingestion methods including SDKs, agents, APIs, and direct ingestion. It can handle both structured and unstructured data. When the cost of Splunk is prohibitive for the organization's budget.ĬloudWatch processes data in real-time and provides immediate feedback on system performance and health. When simple data processing tools can suffice ![]() When the cost of ingestion and storage of data is prohibitive ![]() When advanced data transformation or analysis is required
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