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Free ACA-CloudNative Exam Braindumps
ACA Cloud Native Certification Exam Questions 66–70 (page: 15)

Updated On: 9-Feb-2026
Page 15 of 32
PDF with 155 Questions

How does Alibaba Cloud accelerate AI/ML on Alibaba Cloud Container Service for Kubernetes (ACK)? (Number of correct answers: 3)
Score 2

  1. Supports continuous training pipelines with composable workflow
  2. Scales out to hundreds of nodes to support AI/ML model training
  3. Supports heterogeneous resource management, including management of GPU, FPGA, and RDMA-enabled resources
  4. All resources are free

Answer(s): A,B,C



Which of the following options are correct regarding the distributed data cache of Alibaba Cloud's Container Service for Kubernetes (ACK)? (Number of correct answers: 5) Score 2

  1. Accelerates remote data reading for AI training jobs, and reduces GPU/CPU waiting time
  2. Supports different storage backends including OSS/HDFS/NAS
  3. Multiple cache layers, including RAM/SSD/HDD
  4. Supports preload once, and reads by many jobs
  5. Supports horizontal scaling
  6. Replicates 3 copies of local data to avoid data loss

Answer(s): A,B,C,D,E



Which types of cluster templates can be chosen when creating Alibaba Cloud Container Service for Kubernetes (ACK) clusters? (Number of correct answers: 6) Score 2

  1. Standard Managed Cluster
  2. Heterogeneous Compute Cluster (GPU)
  3. Elastic Bare Metal Cluster (Bare-metal)
  4. Edge Computing
  5. Windows-Based Cluster
  6. Standard Serverless Cluster
  7. Gene Cluster

Answer(s): A,B,C,D,E,F



Considering Alibaba Cloud Container Service for Kubernetes (ACK) and Alibaba Serverless Kubernetes (ASK), which types of hybrid-cloud strategy are supported? (Number of correct answers: 3)

Score 2

  1. Allow clusters running on IDCs, other clouds, and Alibaba Cloud itself, to be used with "Register Cluster" which is provided by Alibaba Cloud to manage multi-cluster environments.
  2. Allow a cluster running in a local IDC to scale out to Alibaba Cloud.
  3. Allow a cluster running on Alibaba Cloud to access a database running in a local ID
  4. Alibaba Cloud's K8S services cannot provide this functionality: use K8S itself to manage multicloud environments instead.

Answer(s): A,C,D



Which of the following statements are correct about running AI or Big Data related tasks on Alibaba Cloud Container Service for Kubernetes (ACK)? (Number of correct answers: 4)
Score 2

  1. Heterogeneous computing is supported.
  2. All major machine learning frameworks are supported.
  3. Optimized K8S scheduling is provided for jobs running on the GPU. For example, it can ensure pods are scheduled on the GPU node, provide shared GPU resources, isolate GPU resources, and do co-scheduling.
  4. GPU and shared GPU utilization can be monitored via Prometheus on Alibaba Cloud.
  5. The "Arena" tool is developed by the community but integrated with Alibaba Cloud ACK.

Answer(s): A,B,C,D



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