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JIRA: ACUMOS-203 Change-Id: I99540d00a50126c452d880ad7f2b2a651a1ced6e Signed-off-by: Bryan Sullivan <[email protected]>
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‎.gitreview

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[gerrit]
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host=gerrit.acumos.org
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port=29418
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project=vm-predictor.git
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‎README.md

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<!---
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.. ===============LICENSE_START=======================================================
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.. Acumos CC-BY-4.0
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.. ===================================================================================
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.. Copyright (C) 2017-2018 AT&T Intellectual Property & Tech Mahindra. All rights reserved.
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.. ===================================================================================
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.. This Acumos documentation file is distributed by AT&T and Tech Mahindra
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.. under the Creative Commons Attribution 4.0 International License (the "License");
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.. you may not use this file except in compliance with the License.
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.. You may obtain a copy of the License at
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..
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.. http://creativecommons.org/licenses/by/4.0
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..
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.. This file is distributed on an "AS IS" BASIS,
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.. WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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.. See the License for the specific language governing permissions and
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.. limitations under the License.
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.. ===============LICENSE_END=========================================================
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-->
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# vm-predictor
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An example model that can predict resource utilization at
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a given timestamp based on the time and historical context.

‎docs/index.rst

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.. ===============LICENSE_START=======================================================
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.. Acumos CC-BY-4.0
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.. ===================================================================================
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.. Copyright (C) 2017-2018 AT&T Intellectual Property & Tech Mahindra. All rights reserved.
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.. ===================================================================================
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.. This Acumos documentation file is distributed by AT&T and Tech Mahindra
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.. under the Creative Commons Attribution 4.0 International License (the "License");
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.. you may not use this file except in compliance with the License.
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.. You may obtain a copy of the License at
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..
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.. http://creativecommons.org/licenses/by/4.0
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..
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.. This file is distributed on an "AS IS" BASIS,
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.. WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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.. See the License for the specific language governing permissions and
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.. limitations under the License.
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.. ===============LICENSE_END=========================================================
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vm-predictor
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-------------------
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‎docs/release-notes.md

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<!---
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.. ===============LICENSE_START=======================================================
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.. Acumos CC-BY-4.0
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.. ===================================================================================
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.. Copyright (C) 2017-2018 AT&T Intellectual Property & Tech Mahindra. All rights reserved.
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.. ===================================================================================
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.. This Acumos documentation file is distributed by AT&T and Tech Mahindra
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.. under the Creative Commons Attribution 4.0 International License (the "License");
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.. you may not use this file except in compliance with the License.
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.. You may obtain a copy of the License at
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..
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.. http://creativecommons.org/licenses/by/4.0
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..
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.. This file is distributed on an "AS IS" BASIS,
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.. WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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.. See the License for the specific language governing permissions and
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.. limitations under the License.
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.. ===============LICENSE_END=========================================================
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-->
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# Release Notes
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## 0.8
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### 0.8.2

‎docs/tutorials/index.rst

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.. ===============LICENSE_START=======================================================
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.. Acumos CC-BY-4.0
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.. ===================================================================================
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.. Copyright (C) 2017-2018 AT&T Intellectual Property & Tech Mahindra. All rights reserved.
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.. ===================================================================================
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.. This Acumos documentation file is distributed by AT&T and Tech Mahindra
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.. under the Creative Commons Attribution 4.0 International License (the "License");
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.. you may not use this file except in compliance with the License.
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.. You may obtain a copy of the License at
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..
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.. http://creativecommons.org/licenses/by/4.0
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..
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.. This file is distributed on an "AS IS" BASIS,
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.. WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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.. See the License for the specific language governing permissions and
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.. limitations under the License.
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.. ===============LICENSE_END=========================================================
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Tutorial
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--------
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‎docs/tutorials/lesson1.md

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<!---
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.. ===============LICENSE_START=======================================================
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.. Acumos CC-BY-4.0
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.. ===================================================================================
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.. Copyright (C) 2017-2018 AT&T Intellectual Property & Tech Mahindra. All rights reserved.
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.. ===================================================================================
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.. This Acumos documentation file is distributed by AT&T and Tech Mahindra
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.. under the Creative Commons Attribution 4.0 International License (the "License");
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.. you may not use this file except in compliance with the License.
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.. You may obtain a copy of the License at
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..
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.. http://creativecommons.org/licenses/by/4.0
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..
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.. This file is distributed on an "AS IS" BASIS,
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.. WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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.. See the License for the specific language governing permissions and
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.. limitations under the License.
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.. ===============LICENSE_END=========================================================
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-->
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# Wrapping Models for Deployment
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To utilize this transformer model set, it first creates a detect transformer
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and then a pixelate transformer.

‎docs/tutorials/lesson2.md

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<!---
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.. ===============LICENSE_START=======================================================
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.. Acumos CC-BY-4.0
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.. ===================================================================================
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.. Copyright (C) 2017-2018 AT&T Intellectual Property & Tech Mahindra. All rights reserved.
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.. ===================================================================================
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.. This Acumos documentation file is distributed by AT&T and Tech Mahindra
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.. under the Creative Commons Attribution 4.0 International License (the "License");
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.. you may not use this file except in compliance with the License.
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.. You may obtain a copy of the License at
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..
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.. http://creativecommons.org/licenses/by/4.0
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..
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.. This file is distributed on an "AS IS" BASIS,
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.. WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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.. See the License for the specific language governing permissions and
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.. limitations under the License.
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.. ===============LICENSE_END=========================================================
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-->
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# Web Demo
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This web page visualizes reports for policy optimization of hosted
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customer VMs. Interested readers in more background for the exploration of

‎docs/tutorials/lesson3.md

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<!---
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.. ===============LICENSE_START=======================================================
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.. Acumos CC-BY-4.0
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.. ===================================================================================
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.. Copyright (C) 2017-2018 AT&T Intellectual Property & Tech Mahindra. All rights reserved.
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.. ===================================================================================
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.. This Acumos documentation file is distributed by AT&T and Tech Mahindra
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.. under the Creative Commons Attribution 4.0 International License (the "License");
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.. you may not use this file except in compliance with the License.
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.. You may obtain a copy of the License at
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..
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.. http://creativecommons.org/licenses/by/4.0
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..
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.. This file is distributed on an "AS IS" BASIS,
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.. WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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.. See the License for the specific language governing permissions and
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.. limitations under the License.
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.. ===============LICENSE_END=========================================================
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-->
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# Advanced Machine Learning Topics
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This tutotial discusses more background information for the problem of
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temporal pattern prediction as it applied to this model and its data.

‎docs/vm-predictor.md

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<!---
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.. ===============LICENSE_START=======================================================
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.. Acumos CC-BY-4.0
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.. ===================================================================================
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.. Copyright (C) 2017-2018 AT&T Intellectual Property & Tech Mahindra. All rights reserved.
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.. ===================================================================================
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.. This Acumos documentation file is distributed by AT&T and Tech Mahindra
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.. under the Creative Commons Attribution 4.0 International License (the "License");
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.. you may not use this file except in compliance with the License.
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.. You may obtain a copy of the License at
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..
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.. http://creativecommons.org/licenses/by/4.0
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..
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.. This file is distributed on an "AS IS" BASIS,
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.. WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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.. See the License for the specific language governing permissions and
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.. limitations under the License.
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.. ===============LICENSE_END=========================================================
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-->
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# vm-predictor
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An example model that can predict resource utilization at a given timestamp
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based on the time and historical context.

‎legacy/bin/example-envfile.sh

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#!/usr/bin/env bash
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# ===============LICENSE_START=======================================================
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# Acumos Apache-2.0
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# ===================================================================================
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# Copyright (C) 2017-2018 AT&T Intellectual Property & Tech Mahindra. All rights reserved.
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# ===================================================================================
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# This Acumos software file is distributed by AT&T and Tech Mahindra
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# under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# This file is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ===============LICENSE_END=========================================================
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rm -f example-python.war
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curl -X POST \

‎legacy/bin/example-python.sh

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#!/usr/bin/env bash
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# ===============LICENSE_START=======================================================
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# Acumos Apache-2.0
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# ===================================================================================
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# Copyright (C) 2017-2018 AT&T Intellectual Property & Tech Mahindra. All rights reserved.
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# ===================================================================================
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# This Acumos software file is distributed by AT&T and Tech Mahindra
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# under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# This file is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ===============LICENSE_END=========================================================
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rm -f example-python.war
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curl -X POST \

‎legacy/bin/run-example-python.sh

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#!/usr/bin/env bash
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# ===============LICENSE_START=======================================================
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# Acumos Apache-2.0
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# ===================================================================================
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# Copyright (C) 2017-2018 AT&T Intellectual Property & Tech Mahindra. All rights reserved.
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# ===================================================================================
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# This Acumos software file is distributed by AT&T and Tech Mahindra
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# under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# This file is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ===============LICENSE_END=========================================================
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echo "starting prediction service on port 55002"
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java -jar ../jetty-runner-8.1.14.v20131031.jar --port 55002 example-python.war

‎legacy/bin/run_all_models.sh

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#!/usr/bin/env bash
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# ===============LICENSE_START=======================================================
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# Acumos Apache-2.0
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# ===================================================================================
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# Copyright (C) 2017-2018 AT&T Intellectual Property & Tech Mahindra. All rights reserved.
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# ===================================================================================
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# This Acumos software file is distributed by AT&T and Tech Mahindra
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# under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# This file is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ===============LICENSE_END=========================================================
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python ../../vm_predictor/subscriber_models.py vnf_bandwidth_flt_timecols.csv usage
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python ../../vm_predictor/subscriber_models.py vnf_bandwidth_flt_timecols.csv received
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python ../../vm_predictor/subscriber_models.py vnf_bandwidth_flt_timecols.csv transmitted

‎legacy/bin/run_vm_and_subscriber.sh

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#!/bin/bash
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# ===============LICENSE_START=======================================================
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# Acumos Apache-2.0
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# ===================================================================================
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# Copyright (C) 2017-2018 AT&T Intellectual Property & Tech Mahindra. All rights reserved.
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# ===================================================================================
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# This Acumos software file is distributed by AT&T and Tech Mahindra
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# under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# This file is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ===============LICENSE_END=========================================================
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#python ../../vm_predictor/subscriber_models2.py vnf_bandwidth_flt_timecols.csv usage SUBSCRIBER_NAME
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#python ../../vm_predictor/subscriber_models2.py vnf_bandwidth_flt_timecols.csv usage VM_ID
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#python ../../vm_predictor/subscriber_models2.py vnf_bandwidth_flt_timecols.csv received SUBSCRIBER_NAME

‎legacy/bin/run_vm_models.sh

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#!/usr/bin/env bash
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# ===============LICENSE_START=======================================================
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# Acumos Apache-2.0
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# ===================================================================================
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# Copyright (C) 2017-2018 AT&T Intellectual Property & Tech Mahindra. All rights reserved.
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# ===================================================================================
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# This Acumos software file is distributed by AT&T and Tech Mahindra
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# under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# This file is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ===============LICENSE_END=========================================================
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python ../../vm_predictor/VM_models.py vnf_bandwidth_flt_timecols.csv usage
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python ../../vm_predictor/VM_models.py vnf_bandwidth_flt_timecols.csv received
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python ../../vm_predictor/VM_models.py vnf_bandwidth_flt_timecols.csv transmitted

‎setup.py

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# -*- coding: utf-8 -*-
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# ===============LICENSE_START=======================================================
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# Acumos Apache-2.0
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# ===================================================================================
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# Copyright (C) 2017-2018 AT&T Intellectual Property & Tech Mahindra. All rights reserved.
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# ===================================================================================
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# This Acumos software file is distributed by AT&T and Tech Mahindra
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# under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# This file is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ===============LICENSE_END=========================================================
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import os
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from setuptools import setup, find_packages
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from setuptools.command.install import install

‎web_demo/README.md

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<!---
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.. ===============LICENSE_START=======================================================
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.. Acumos CC-BY-4.0
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.. ===================================================================================
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.. Copyright (C) 2017-2018 AT&T Intellectual Property & Tech Mahindra. All rights reserved.
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.. ===================================================================================
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.. This Acumos documentation file is distributed by AT&T and Tech Mahindra
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.. under the Creative Commons Attribution 4.0 International License (the "License");
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.. you may not use this file except in compliance with the License.
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.. You may obtain a copy of the License at
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..
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.. http://creativecommons.org/licenses/by/4.0
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..
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.. This file is distributed on an "AS IS" BASIS,
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.. WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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.. See the License for the specific language governing permissions and
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.. limitations under the License.
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.. ===============LICENSE_END=========================================================
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-->
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# web_demo
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This directory provides a simple web page and demo content for
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the vm_predictor demo.

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