The document discusses setting up a continuous integration and continuous delivery (CI/CD) pipeline for a web application using AWS services. It includes the following key steps:
1. Configure CodeCommit to store source code and trigger builds upon code changes.
2. Use CodeBuild to run tests and build/package the application.
3. Deploy builds that pass tests to S3 for static hosting or EC2 for dynamic hosting.
4. Monitor deployments and application metrics using services like CodePipeline, CodeDeploy, CloudWatch.
The document contains mathematical equations and symbols. It discusses functions involving variables such as x, y, and z. It also mentions concepts like derivatives, integrals, and exponential and logarithmic functions. Scientific notation is used for some numbers. Diagrams or graphs could be involved.
This document contains a complex mathematical expression with variables, numbers, operators, and functions. It also includes references to technical terms like GPS and abbreviations like PT. The document discusses mathematical and technical concepts across multiple domains.
OSC 2018 Nagoya rsyncやシェルでバックアップするよりも簡単にOSSのBaculaでバックアップしてみようKen Sawada
1. The document contains log file entries and configuration information for the Bacula backup software and bacula-director service.
2. Key details include the Bacula director URL, log entries for backup jobs and services, and configuration files and directives for backups.
3. The logs show backup activity for various clients and storage devices over time.
Good Lynx, bad Lynx: Document enrichment for historical ecologistsMarieke van Erp
This document describes a research project called SERPENS that analyzed newspaper articles mentioning lynx to understand how people's perceptions of the animal changed over time. Researchers developed a machine learning classifier to categorize articles into topics like natural history, nuisance, pest control, and others. The classifier achieved over 70% accuracy. Analysis of categorized articles showed shifting perceptions, with more recent articles discussing lynx accidents and its figurative uses compared to older economic focus. The project aims to help historians study how human-wildlife relations have changed.
This document contains a long list of encrypted or coded text interspersed with symbols and special characters. It discusses encrypting and decrypting methods using techniques like public-key encryption and discusses transmitting encrypted signals. Names of encryption algorithms and protocols are mentioned but the overall meaning is obscured by the encryption.
- This document describes a transmission device and includes diagrams of its components and configuration information.
- Key elements include the GPS system, antennas, switches, and network interface cards along with their specifications and settings.
- Instructions are provided for configuring interfaces, checking module settings, and monitoring the status and performance of the device.
This document contains a series of symbols, characters, and punctuation marks with no discernible words, sentences, or meaning. It appears to be random or nonsensical text.
The document discusses setting up a continuous integration and continuous delivery (CI/CD) pipeline for a web application using AWS services. It includes the following key steps:
1. Configure CodeCommit to store source code and trigger builds upon code changes.
2. Use CodeBuild to run tests and build/package the application.
3. Deploy builds that pass tests to S3 for static hosting or EC2 for dynamic hosting.
4. Monitor deployments and application metrics using services like CodePipeline, CodeDeploy, CloudWatch.
The document contains mathematical equations and symbols. It discusses functions involving variables such as x, y, and z. It also mentions concepts like derivatives, integrals, and exponential and logarithmic functions. Scientific notation is used for some numbers. Diagrams or graphs could be involved.
This document contains a complex mathematical expression with variables, numbers, operators, and functions. It also includes references to technical terms like GPS and abbreviations like PT. The document discusses mathematical and technical concepts across multiple domains.
OSC 2018 Nagoya rsyncやシェルでバックアップするよりも簡単にOSSのBaculaでバックアップしてみようKen Sawada
1. The document contains log file entries and configuration information for the Bacula backup software and bacula-director service.
2. Key details include the Bacula director URL, log entries for backup jobs and services, and configuration files and directives for backups.
3. The logs show backup activity for various clients and storage devices over time.
Good Lynx, bad Lynx: Document enrichment for historical ecologistsMarieke van Erp
This document describes a research project called SERPENS that analyzed newspaper articles mentioning lynx to understand how people's perceptions of the animal changed over time. Researchers developed a machine learning classifier to categorize articles into topics like natural history, nuisance, pest control, and others. The classifier achieved over 70% accuracy. Analysis of categorized articles showed shifting perceptions, with more recent articles discussing lynx accidents and its figurative uses compared to older economic focus. The project aims to help historians study how human-wildlife relations have changed.
This document contains a long list of encrypted or coded text interspersed with symbols and special characters. It discusses encrypting and decrypting methods using techniques like public-key encryption and discusses transmitting encrypted signals. Names of encryption algorithms and protocols are mentioned but the overall meaning is obscured by the encryption.
- This document describes a transmission device and includes diagrams of its components and configuration information.
- Key elements include the GPS system, antennas, switches, and network interface cards along with their specifications and settings.
- Instructions are provided for configuring interfaces, checking module settings, and monitoring the status and performance of the device.
This document contains a series of symbols, characters, and punctuation marks with no discernible words, sentences, or meaning. It appears to be random or nonsensical text.
1. The document contains a series of numbers, symbols, and letters with no clear meaning or context.
2. It includes several bullet point lists containing short phrases but no coherent sentences.
3. The document lacks structure or organization and does not convey any discernible information due to its ambiguous and nonsensical nature.
[DL輪読会]Addressing Failure Prediction by Learning Model ConfidenceDeep Learning JP
1. This document discusses several papers on deep learning failure prediction and model confidence. It covers techniques for predicting when deep learning models may fail and estimating confidence in their predictions.
2. The document also discusses approaches for improving model robustness, such as data augmentation and regularizing models to be less sensitive to perturbations in inputs.
3. Additionally, it briefly outlines methods for visualizing what deep learning models have learned, including saliency maps and class activation mapping.
“실시간 급상승 검색어” 기능은 실시간으로 포털사이트 사용자들의 검색 질의(Query) 횟수를 기준으로 순위를 선정하여 시각적으로 보여줌으로써, 검색 결과를 통해 현재 어떤 것이 이슈화 되고 있는지 파악할 수 있어 많은 사용자에게 편리하게 사용되어져 왔다. 하지만, 분리된 포털사이트로 인한 검색결과의 차이와 실시간으로 쏟아지는 다량의 정보로 인해 사용자들은 한 번에 많은 데이터를 처리해야 되는 문제에 맞닥뜨리게 된다. 본 논문에서는 이러한 문제들을 해결하기 위해 사용자들이 한 번에 처리할 수 있도록 다량의 정보를 요약 및 분석해주는 기술이 필요하다고 판단되어, 실시간 급상승 검색어 데이터와 그에 파생된 많은 정보의 검색결과를 텍스트 랭크 알고리즘을 중심으로 활용하여 분석 및 요약하는 기술을 제안한다.
The document discusses several topics:
- The benefits of regular exercise for health and well-being.
- Different types of physical activities and sports people can do to stay active like running, swimming, and team sports.
- How to get started with an exercise routine and make it a habit, including beginning slowly, finding activities you enjoy, and setting goals.
Cloud Z 의 오픈소스 서비스 소개 및 Serverless로 게임 개발하기Jinwoong Kim
This document discusses Kubernetes and how it has become very popular for container orchestration. It notes that Kubernetes is open source and was originally developed at Google. It then shows logarithmic graphs of GitHub activity for Kubernetes and several related technologies to demonstrate Kubernetes' high level of development activity in recent years.
1. The document discusses regulation of large technology companies like Google, Facebook, Amazon, and Apple, referred to as GAFA.
2. It notes the power of these companies in collecting and exploiting large amounts of personal data from their users.
3. The European Union is seeking to impose greater regulation and restrictions on how these companies can use personal data.
Db2 Warehouseは分析用途に最適化されたDockerコンテナで提供されるDWHソフトウェアアプライアンスです。高速性、簡易性、柔軟性に優れた特長を持つプライベートクラウド向けデータ分析基盤です。本ガイドはDb2 Warehouse SMP(シングルノード構成)の導入手順書です。
2 Warehouse is a DWH software appliance offered in a Docker container optimized for analysis purposes. It is a data analysis infrastructure for private clouds with superior features of high speed, simplicity and flexibility. This guide is the installation procedure of Db 2 Warehouse SMP (single node configuration).
Db2 Warehouseを理由するユーザー及び、構築、運用管理を行うユーザー向けに作成したガイドです。Db2 Warehouseの構築、運用管理の際に必要に応じて参照ください。本ドキュメントはDb2 Warehouse v3.0をベースに作成されています。
It is a guide created for users who reason for Db2 Warehouse, and for users who conduct construction and operation management. Please refer to Db 2 Warehouse as necessary for construction and operation management. This document is based on Db 2 Warehouse v 3.0.
This document provides an overview of the drone industry and market environment. It includes information on various sectors within the drone industry such as education/training, agriculture, delivery systems, conferences/events, market research, test sites, coalitions/organizations, user groups/networks, universities/research programs, media/news, suppliers, components/systems, drone manufacturers, and the drone operator marketplace. It also provides a breakdown of the drone market by region, including North America, Europe, Asia & Oceania. Graphics show the global drone market environment and popular drone hardware components.
Einstein Platform Services provides capabilities for vision, language, and lightning components. It offers image classification, object detection, intent analysis, and Apex development. Documentation is available on setting up and calling APIs through Node.js, Heroku, and lightning components.
This document discusses setting up TensorFlow for GPU usage and training models in parallel across multiple GPUs. It provides instructions on limiting GPU memory usage on a per-process basis, distributing TensorFlow workload across GPUs, and monitoring GPU usage.
This document provides information on various hardware platforms and components that can be used for robotics and IoT applications. It includes the following:
- Lists several single-board computers like Raspberry Pi, BeagleBone Black, and Nvidia Jetson that are suitable for robotics and IoT projects.
- Mentions sensors that can be connected to these boards like IMUs, environmental sensors, and distance sensors.
- Provides details on other components like motor drivers, wireless modules, and development kits that support these hardware platforms.
2018년 2월 24일 KCD2018에서 Google Polymer에 대하여 발표한 내용입니다. 이 발표에서는 웹, 하이브리드 앱 및 프로그레시브 웹 앱 개발을 위한 구글의 웹컴포넌트 라이브러리인 폴리머를 쉽고 재미있게 다룹니다. 웹컴포넌트, 폴리머에 대한 소개와 함께 폴리머 2.0의 특징을 소개합니다. 또한 modulizer, TypeScript, yarn, webpack의 도입을 추진하고 있는 폴리머 3.0 알파 버전의 주요변화를 알아봅니다.
- Edge computing enables applications and services to be located closer to users and devices, reducing latency and network congestion. This provides for new use cases and improved user experiences.
- The document discusses edge reference architectures including small, medium, and large edge deployments. It also covers considerations for connectivity, compute, storage and management at the edge.
- Openstack is working to develop standards and support edge computing through projects like the Edge Computing Group to help drive open edge infrastructure.
1. The document contains a series of numbers, symbols, and letters with no clear meaning or context.
2. It includes several bullet point lists containing short phrases but no coherent sentences.
3. The document lacks structure or organization and does not convey any discernible information due to its ambiguous and nonsensical nature.
[DL輪読会]Addressing Failure Prediction by Learning Model ConfidenceDeep Learning JP
1. This document discusses several papers on deep learning failure prediction and model confidence. It covers techniques for predicting when deep learning models may fail and estimating confidence in their predictions.
2. The document also discusses approaches for improving model robustness, such as data augmentation and regularizing models to be less sensitive to perturbations in inputs.
3. Additionally, it briefly outlines methods for visualizing what deep learning models have learned, including saliency maps and class activation mapping.
“실시간 급상승 검색어” 기능은 실시간으로 포털사이트 사용자들의 검색 질의(Query) 횟수를 기준으로 순위를 선정하여 시각적으로 보여줌으로써, 검색 결과를 통해 현재 어떤 것이 이슈화 되고 있는지 파악할 수 있어 많은 사용자에게 편리하게 사용되어져 왔다. 하지만, 분리된 포털사이트로 인한 검색결과의 차이와 실시간으로 쏟아지는 다량의 정보로 인해 사용자들은 한 번에 많은 데이터를 처리해야 되는 문제에 맞닥뜨리게 된다. 본 논문에서는 이러한 문제들을 해결하기 위해 사용자들이 한 번에 처리할 수 있도록 다량의 정보를 요약 및 분석해주는 기술이 필요하다고 판단되어, 실시간 급상승 검색어 데이터와 그에 파생된 많은 정보의 검색결과를 텍스트 랭크 알고리즘을 중심으로 활용하여 분석 및 요약하는 기술을 제안한다.
The document discusses several topics:
- The benefits of regular exercise for health and well-being.
- Different types of physical activities and sports people can do to stay active like running, swimming, and team sports.
- How to get started with an exercise routine and make it a habit, including beginning slowly, finding activities you enjoy, and setting goals.
Cloud Z 의 오픈소스 서비스 소개 및 Serverless로 게임 개발하기Jinwoong Kim
This document discusses Kubernetes and how it has become very popular for container orchestration. It notes that Kubernetes is open source and was originally developed at Google. It then shows logarithmic graphs of GitHub activity for Kubernetes and several related technologies to demonstrate Kubernetes' high level of development activity in recent years.
1. The document discusses regulation of large technology companies like Google, Facebook, Amazon, and Apple, referred to as GAFA.
2. It notes the power of these companies in collecting and exploiting large amounts of personal data from their users.
3. The European Union is seeking to impose greater regulation and restrictions on how these companies can use personal data.
Db2 Warehouseは分析用途に最適化されたDockerコンテナで提供されるDWHソフトウェアアプライアンスです。高速性、簡易性、柔軟性に優れた特長を持つプライベートクラウド向けデータ分析基盤です。本ガイドはDb2 Warehouse SMP(シングルノード構成)の導入手順書です。
2 Warehouse is a DWH software appliance offered in a Docker container optimized for analysis purposes. It is a data analysis infrastructure for private clouds with superior features of high speed, simplicity and flexibility. This guide is the installation procedure of Db 2 Warehouse SMP (single node configuration).
Db2 Warehouseを理由するユーザー及び、構築、運用管理を行うユーザー向けに作成したガイドです。Db2 Warehouseの構築、運用管理の際に必要に応じて参照ください。本ドキュメントはDb2 Warehouse v3.0をベースに作成されています。
It is a guide created for users who reason for Db2 Warehouse, and for users who conduct construction and operation management. Please refer to Db 2 Warehouse as necessary for construction and operation management. This document is based on Db 2 Warehouse v 3.0.
This document provides an overview of the drone industry and market environment. It includes information on various sectors within the drone industry such as education/training, agriculture, delivery systems, conferences/events, market research, test sites, coalitions/organizations, user groups/networks, universities/research programs, media/news, suppliers, components/systems, drone manufacturers, and the drone operator marketplace. It also provides a breakdown of the drone market by region, including North America, Europe, Asia & Oceania. Graphics show the global drone market environment and popular drone hardware components.
Einstein Platform Services provides capabilities for vision, language, and lightning components. It offers image classification, object detection, intent analysis, and Apex development. Documentation is available on setting up and calling APIs through Node.js, Heroku, and lightning components.
This document discusses setting up TensorFlow for GPU usage and training models in parallel across multiple GPUs. It provides instructions on limiting GPU memory usage on a per-process basis, distributing TensorFlow workload across GPUs, and monitoring GPU usage.
This document provides information on various hardware platforms and components that can be used for robotics and IoT applications. It includes the following:
- Lists several single-board computers like Raspberry Pi, BeagleBone Black, and Nvidia Jetson that are suitable for robotics and IoT projects.
- Mentions sensors that can be connected to these boards like IMUs, environmental sensors, and distance sensors.
- Provides details on other components like motor drivers, wireless modules, and development kits that support these hardware platforms.
2018년 2월 24일 KCD2018에서 Google Polymer에 대하여 발표한 내용입니다. 이 발표에서는 웹, 하이브리드 앱 및 프로그레시브 웹 앱 개발을 위한 구글의 웹컴포넌트 라이브러리인 폴리머를 쉽고 재미있게 다룹니다. 웹컴포넌트, 폴리머에 대한 소개와 함께 폴리머 2.0의 특징을 소개합니다. 또한 modulizer, TypeScript, yarn, webpack의 도입을 추진하고 있는 폴리머 3.0 알파 버전의 주요변화를 알아봅니다.
- Edge computing enables applications and services to be located closer to users and devices, reducing latency and network congestion. This provides for new use cases and improved user experiences.
- The document discusses edge reference architectures including small, medium, and large edge deployments. It also covers considerations for connectivity, compute, storage and management at the edge.
- Openstack is working to develop standards and support edge computing through projects like the Edge Computing Group to help drive open edge infrastructure.
This document provides information about Argo Projects, including:
1. Argo Projects allow grouping applications and defining project-level settings like source repositories and destination clusters.
2. An example Argo Project config is shown that sets a description, allows all source repositories, and defines a single destination namespace and cluster.
3. Project-level resource whitelisting and blacklisting is demonstrated for namespaces and resource quotas.
This document contains information about various drone components and specifications, including:
1. It lists several drone components like sensors, controllers, and motors along with their specifications.
2. It provides details on multiple drone models developed by different companies, including their dimensions, payload capacities, and other technical specifications.
3. It discusses drone operating systems, cloud platforms, and communication technologies that can be used for drone development and deployment.
Rancher Server was used to deploy Rancher Kubernetes Engine (RKE) nodes and Google Kubernetes Engine (GKE) nodes. Etcd was used for distributed key-value storage. Various networking, storage, and security configurations were applied across the heterogeneous Kubernetes clusters. Monitoring and logging were established to observe cluster health and troubleshoot issues.
1. The document discusses blockchain technology and decentralized applications (dapps). It provides examples of blockchain platforms and specific dapps built on platforms like Ethereum and EOS.
2. URLs are listed for various dapps and news articles about blockchain projects, applications, and companies working with distributed ledger technology.
3. The document serves as a resource for learning about the current dapp ecosystem and use cases being developed on blockchains beyond cryptocurrencies.
This document contains contact information for Satoru Funai, including links to his Twitter, LinkedIn, SlideShare, and Facebook profiles. It also includes links to presentation slides on OpenPIE and the most important aspects of operations. The document contains various Japanese text and technical terms.
AWS re:Invent featured over 40 new products and services including AWS RoboMaker for robotics application development, the AWS Amplify Console for frontend web and mobile development, and new database and machine learning services.
Similar to 【TECH×GAME COLLEGE#22】マイクリプトヒーローズの作り方 (20)
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
ACEP Magazine edition 4th launched on 05.06.2024Rahul
This document provides information about the third edition of the magazine "Sthapatya" published by the Association of Civil Engineers (Practicing) Aurangabad. It includes messages from current and past presidents of ACEP, memories and photos from past ACEP events, information on life time achievement awards given by ACEP, and a technical article on concrete maintenance, repairs and strengthening. The document highlights activities of ACEP and provides a technical educational article for members.
Low power architecture of logic gates using adiabatic techniquesnooriasukmaningtyas
The growing significance of portable systems to limit power consumption in ultra-large-scale-integration chips of very high density, has recently led to rapid and inventive progresses in low-power design. The most effective technique is adiabatic logic circuit design in energy-efficient hardware. This paper presents two adiabatic approaches for the design of low power circuits, modified positive feedback adiabatic logic (modified PFAL) and the other is direct current diode based positive feedback adiabatic logic (DC-DB PFAL). Logic gates are the preliminary components in any digital circuit design. By improving the performance of basic gates, one can improvise the whole system performance. In this paper proposed circuit design of the low power architecture of OR/NOR, AND/NAND, and XOR/XNOR gates are presented using the said approaches and their results are analyzed for powerdissipation, delay, power-delay-product and rise time and compared with the other adiabatic techniques along with the conventional complementary metal oxide semiconductor (CMOS) designs reported in the literature. It has been found that the designs with DC-DB PFAL technique outperform with the percentage improvement of 65% for NOR gate and 7% for NAND gate and 34% for XNOR gate over the modified PFAL techniques at 10 MHz respectively.
We have compiled the most important slides from each speaker's presentation. This year’s compilation, available for free, captures the key insights and contributions shared during the DfMAy 2024 conference.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELgerogepatton
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
6th International Conference on Machine Learning & Applications (CMLA 2024)ClaraZara1
6th International Conference on Machine Learning & Applications (CMLA 2024) will provide an excellent international forum for sharing knowledge and results in theory, methodology and applications of on Machine Learning & Applications.
CHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECTjpsjournal1
The rivalry between prominent international actors for dominance over Central Asia's hydrocarbon
reserves and the ancient silk trade route, along with China's diplomatic endeavours in the area, has been
referred to as the "New Great Game." This research centres on the power struggle, considering
geopolitical, geostrategic, and geoeconomic variables. Topics including trade, political hegemony, oil
politics, and conventional and nontraditional security are all explored and explained by the researcher.
Using Mackinder's Heartland, Spykman Rimland, and Hegemonic Stability theories, examines China's role
in Central Asia. This study adheres to the empirical epistemological method and has taken care of
objectivity. This study analyze primary and secondary research documents critically to elaborate role of
china’s geo economic outreach in central Asian countries and its future prospect. China is thriving in trade,
pipeline politics, and winning states, according to this study, thanks to important instruments like the
Shanghai Cooperation Organisation and the Belt and Road Economic Initiative. According to this study,
China is seeing significant success in commerce, pipeline politics, and gaining influence on other
governments. This success may be attributed to the effective utilisation of key tools such as the Shanghai
Cooperation Organisation and the Belt and Road Economic Initiative.
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