Row 62957

Row ID: 62957 | Dataset Entry | Axioma AXP Content Repository

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This page contains data entry 62957 from the Axioma AXP content repository. The structured data below represents the complete record for this entry.

Hi, This is a market research post to understand the challenges people face while deploying open-source or custom ML models in production on their own cloud (AWS/Azure/GCP).

Options:

1. Deployment complexity (K8S, Knative, Ray, etc) 2. Autoscaling wrt user demand 3. Lack of GPU availability (spot instances, quota limit) 4. Setting up CI/CD

FieldValue
text Hi, This is a market research post to understand the challenges people face while deploying open-source or custom ML models in production on their own cloud (AWS/Azure/GCP). Options: 1. Deployment complexity (K8S, Knative, Ray, etc) 2. Autoscaling wrt user demand 3. Lack of GPU availability (spot instances, quota limit) 4. Setting up CI/CD
label r/machinelearning
dataType post
communityName r/MachineLearning
datetime 2024-05-23
username_encoded Z0FBQUFBQm5Lak1hZFVqSVNCaFBmUWpEbXlxYkwwbkU0VzBBV09RZDRKdzRyWjV2Z2g1ZkRqSnF4LVB5eGhBSVJaUGpSN0dMRTlUOEZJcHc3dVFzVnpYa2dxb3l1bVdXSnc9PQ==
url_encoded Z0FBQUFBQm5Lak9xTE5BaDR0QzcwaWpaYWt1NXJJRkpJQXp6ck9LUTAyc1NncE9TZzJWckJMTVM1MV93YmhQTFFSY3VtTkdMN3RnM3hfLVFrNlZxTVlEN01WRzJhamhvNVZpcklrQS1kMWdySjR4a1ItZjVEcUIzMndrenpMNEh3U2tEdWRaRTFuWVpoRW1haGZabWd1VXVnRHdvMEhVVHhmZkc2QkVzdFBsdE1fLWFnSGZSS1Z2ZkFBYXRuVm5jSzM5SW5Eb0Z3TUNESzlUTG9yRXRtaW9BSzltYUZVVTh2dz09

Raw Record

{
  "text": "Hi, This is a market research post to understand the challenges people face while deploying open-source or custom ML models in production on their own cloud (AWS/Azure/GCP).\n\nOptions:\n\n1. Deployment complexity (K8S, Knative, Ray, etc)\n2. Autoscaling wrt user demand\n3. Lack of GPU availability (spot instances, quota limit)\n4. Setting up CI/CD",
  "label": "r/machinelearning",
  "dataType": "post",
  "communityName": "r/MachineLearning",
  "datetime": "2024-05-23",
  "username_encoded": "Z0FBQUFBQm5Lak1hZFVqSVNCaFBmUWpEbXlxYkwwbkU0VzBBV09RZDRKdzRyWjV2Z2g1ZkRqSnF4LVB5eGhBSVJaUGpSN0dMRTlUOEZJcHc3dVFzVnpYa2dxb3l1bVdXSnc9PQ==",
  "url_encoded": "Z0FBQUFBQm5Lak9xTE5BaDR0QzcwaWpaYWt1NXJJRkpJQXp6ck9LUTAyc1NncE9TZzJWckJMTVM1MV93YmhQTFFSY3VtTkdMN3RnM3hfLVFrNlZxTVlEN01WRzJhamhvNVZpcklrQS1kMWdySjR4a1ItZjVEcUIzMndrenpMNEh3U2tEdWRaRTFuWVpoRW1haGZabWd1VXVnRHdvMEhVVHhmZkc2QkVzdFBsdE1fLWFnSGZSS1Z2ZkFBYXRuVm5jSzM5SW5Eb0Z3TUNESzlUTG9yRXRtaW9BSzltYUZVVTh2dz09"
}
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