Run Apache Spark SQL workloads on Azure Cobalt 100 Arm64 using Gluten and Velox for accelerated analytics

[odidev]

1. Install and configure Hadoop, Spark, and Hive on Azure Cobalt 100 Arm64 virtual machines
2. Build and integrate Gluten with the Velox backend for native query execution
3. Configure Spark SQL for columnar and vectorized execution
4. Generate and load TPC-DS datasets for benchmarking
5. Run Spark SQL workloads and compare performance between vanilla Spark and Gluten + Velox

• [ * ] I have reviewed Create a Learning Path
• [ * ] I have checked my contribution for confidential information
  By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of the Creative Commons Attribution 4.0 International License.

Signed-off-by: odidev odidev@puresoftware.com.