Ecosyste.ms: Issues

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GitHub / sustainable-computing-io/kepler-model-server issues and pull requests

#94 - Determine Benchmark suite for profiling

Issue - State: open - Opened by sunya-ch over 1 year ago
Labels: covered

#90 - Update server api to use new pipeline model

Pull Request - State: closed - Opened by sunya-ch almost 2 years ago

#89 - Merge XGBoost to new pipeline trainer

Issue - State: closed - Opened by sunya-ch almost 2 years ago
Labels: covered

#88 - Add new training pipeline source code with test

Pull Request - State: closed - Opened by sunya-ch almost 2 years ago - 1 comment

#87 - Update Standalone

Pull Request - State: closed - Opened by KaiyiLiu1234 almost 2 years ago - 1 comment

#86 - Update XGBoost package power pipeline

Issue - State: closed - Opened by KaiyiLiu1234 almost 2 years ago - 1 comment
Labels: kind/feature

#85 - Update extractor.py to handle new Kepler Prometheus Metrics

Issue - State: closed - Opened by KaiyiLiu1234 almost 2 years ago

#84 - Include scikit learn in kepler-model-server-base

Pull Request - State: closed - Opened by KaiyiLiu1234 almost 2 years ago

#83 - Training Models intelligently using data from a variety of conditions to avoid overfitting

Issue - State: closed - Opened by KaiyiLiu1234 almost 2 years ago - 2 comments
Labels: kind/feature, covered

#82 - Set up XGBoost Pipeline for node package power and container package power.

Issue - State: closed - Opened by KaiyiLiu1234 almost 2 years ago - 2 comments

#81 - Include XGBoost Pipeline exposure

Pull Request - State: closed - Opened by KaiyiLiu1234 almost 2 years ago

#80 - Completed XGBoost Pipeline with demo code

Pull Request - State: closed - Opened by KaiyiLiu1234 almost 2 years ago

#79 - Set up pipeline models for NodeTotalModels

Issue - State: closed - Opened by KaiyiLiu1234 almost 2 years ago - 1 comment
Labels: covered

#78 - Missing mapping from CPU to package

Issue - State: open - Opened by sunya-ch almost 2 years ago
Labels: discussion

#77 - Update prom to one metric per query and Implement extractor

Pull Request - State: closed - Opened by sunya-ch almost 2 years ago - 2 comments

#76 - Separate tag for dev and release

Issue - State: closed - Opened by sunya-ch almost 2 years ago - 1 comment
Labels: kind/feature

#75 - New online training pipeline (extractor-->(isolator)-->trainer)

Issue - State: closed - Opened by sunya-ch almost 2 years ago - 8 comments

#74 - Update prom module to use one query per metric instead of label in single query

Issue - State: closed - Opened by sunya-ch almost 2 years ago - 1 comment

#73 - Set up Model Repository

Issue - State: closed - Opened by KaiyiLiu1234 almost 2 years ago - 3 comments
Labels: to be closed

#72 - Prepare workload driver suite for initial model training

Issue - State: closed - Opened by sunya-ch almost 2 years ago - 3 comments
Labels: kind/feature

#71 - Deploy Kepler Model Server on OpenShift

Issue - State: closed - Opened by husky-parul almost 2 years ago
Labels: to be closed

#70 - Refactor online training pipeline

Issue - State: closed - Opened by sunya-ch almost 2 years ago

#69 - Deploy model server on new environment and run benchmark to create models.

Issue - State: closed - Opened by rootfs almost 2 years ago - 2 comments
Labels: kind/feature

#68 - add network metrics in models - include metrics and models for kepler standalone

Issue - State: closed - Opened by rootfs almost 2 years ago - 3 comments

#67 - Update Features

Pull Request - State: closed - Opened by KaiyiLiu1234 almost 2 years ago - 1 comment

#66 - Implementing Unit and Integration Tests

Issue - State: closed - Opened by KaiyiLiu1234 almost 2 years ago - 2 comments
Labels: kind/feature

#63 - ScikitMixed model training pipeline

Issue - State: closed - Opened by vishnayak almost 2 years ago - 1 comment
Labels: to be closed

#61 - online trainer failed

Issue - State: open - Opened by rootfs almost 2 years ago - 2 comments
Labels: kind/bug

#59 - Support Model Subscription

Issue - State: closed - Opened by KaiyiLiu1234 about 2 years ago - 2 comments
Labels: kind/documentation

#58 - Update Feature Definition

Issue - State: closed - Opened by KaiyiLiu1234 about 2 years ago - 1 comment
Labels: kind/bug

#57 - Add Health Check API

Issue - State: open - Opened by sunya-ch about 2 years ago
Labels: kind/feature

#53 - change O to check mark

Pull Request - State: closed - Opened by sunya-ch about 2 years ago

#49 - Set up Prometheus and Otel with new models

Issue - State: open - Opened by KaiyiLiu1234 about 2 years ago
Labels: kind/feature

#29 - Use SC provisioner for PVC

Issue - State: open - Opened by husky-parul over 2 years ago
Labels: kind/feature

#26 - RMSE for Model is very high

Issue - State: closed - Opened by KaiyiLiu1234 over 2 years ago - 1 comment
Labels: kind/feature

#16 - Integrate Kepler with model server

Issue - State: closed - Opened by husky-parul over 2 years ago - 1 comment
Labels: to be closed

#9 - Demo for Kepler and Kepler Model Server

Issue - State: open - Opened by KaiyiLiu1234 over 2 years ago
Labels: kind/documentation