Automated workload transformation from Hadoop to Amazon EMR

Learn how LeapLogic helps modernize legacy Hadoop workloads to Amazon EMR with lower cost and lower risk

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In today’s digital age, modernizing legacy workloads is imperative as enterprises need to stay updated to accelerate their business growth. Hadoop to Amazon EMR migration can enable businesses to unlock their true analytical potential, but they can encounter unwanted obstacles in their modernization journey.

LeapLogic is here to change that.

Let’s see how LeapLogic automates end-to-end Hadoop migration to AWS with its proven 4-step approach.

Assessment

LeapLogic assesses the existing Hadoop scripts and provides a comprehensive complexity analysis along with an end-to-end data and process lineage.

Furthermore, LeapLogic ensures efficient performance of the workloads on Amazon EMR by identifying code gaps and offering actionable recommendations.

With a graphical view of data and process lineage that illustrates complex interdependencies between workloads, LeapLogic ensures improved data privacy, security, quality, transparency, and regulatory compliance.

Transformation

LeapLogic performs an end-to-end transformation of Hadoop workloads to Amazon EMR in three stages:

Migration

Automates the conversion of the entire legacy schema to AWS-equivalent code and migrates all the data into AWS cloud

Data validation

Authenticates all the migrated data and certifies it

Transformation

Modifies the Hadoop code and business logic to AWS-equivalent code

 

LeapLogic’s intelligent transformation engine reduces manual effort in mapping and converting all source keywords, functions, qualifiers, filters, lookups, expressions, and constructs during Hadoop to Amazon EMR migration.

Validation

LeapLogic optimizes the data on the cloud by auto-generating reconciliation scripts and offering unit and integration testing.

LeapLogic also provides cell-to-cell validation reports, data type, file-to-file validation, and entity-level matching.

Operationalization

When we say end-to-end, we mean it!

LeapLogic integrates legacy tools and existing processes to AWS-native orchestrators using target executable packaging. When migrating workloads from Hadoop to Amazon EMR, it also ensures operationalization of the migrated workloads on AWS.

What value do you get out of these?

Automated, fast, risk-free, and affordable Hadoop to Amazon EMR migration experience.

For over a decade, we have helped Fortune 500 companies take data-driven decisions with absolute confidence and drive powerful business outcomes they had never even imagined.

We are here to accelerate your modernization journey!