IoT (IIoT) bridges the gap between legacy industrial equipment and infrastructure and new technologies, such as machine learning, cloud, mobile, and edge computing. In this session, we focus on how you can extract data from your industrial data sources and build operational insights using AWS IoT services. We cover how to bridge traditional on-premises applications and data stores with new cloud-based IoT applications.
The Essentials of AWS IoT Device Management (IOT326-R1) - AWS re:Invent 2018Amazon Web Services
In this session, learn how to use AWS IoT Device Management to onboard and manage devices at scale. We discuss a customer use case, provide a demo, and share best practices to solve the fleet management challenges that you may be facing.
Introducing the New Features of AWS Greengrass (IOT365) - AWS re:Invent 2018Amazon Web Services
With AWS Greengrass, you can bring local compute, messaging, data caching, sync, and machine-learning inference capabilities to edge devices. Join us in this session to learn about new features that extend the capabilities of AWS Greengrass devices.
Securing and Managing IoT Devices at Scale (SEC367-R1) - AWS re:Invent 2018Amazon Web Services
Internet of Things (IoT) is taking the world by storm. Nearly every study indicates that the number of edge devices connected to an IoT platform will grow exponentially in the next few years. It’s our belief that over time, everything that can be connected to Internet will be. That’s “lots” of things. Protecting your IoT deployment is key to securing data and earning customer trust. In this talk, we walk through best practices for securing edge devices using native capabilities within AWS IoT and AWS IoT Device Defender.
Computing at the Edge with AWS Greengrass and Amazon FreeRTOS, ft. Enel (IOT2...Amazon Web Services
Edge computing is all about moving compute power to the source of the data instead of having to bring it to the cloud. The edge is a fundamental part of IoT, and it is not only about connecting things to the internet. In this sesssion, we discuss how AWS Greengrass, which is an IoT edge software, can power devices small and large, from a sensor all the way to a wind turbine. With AWS Greengrass, these IoT devices can securely gather data, keep device data in sync, and communicate with each other while still using the cloud for management, analytics, and durable storage. Join us to learn more about the edge of IoT.
Best Practices for AWS IoT Core (IOT347-R1) - AWS re:Invent 2018Amazon Web Services
There are many different components of AWS IoT Core, including Device gateway, Registry, Message broker, Rules engine, and Device shadow. In this session, we cover each component in depth, how to use them, and best practices. Come away with an understanding of how AWS IoT Core can help you securely connect and manage devices, process and act on device data, and read and set device state. In addition to best practices, we discuss common customer questions when using different features of AWS IoT Core.
Keep Your IoT Devices Secure (IOT205) - AWS re:Invent 2018Amazon Web Services
Helping you manage the security of your IoT fleet is a top priority for AWS. You can use AWS IoT Device Defender to audit device fleets for best practices and drift in security settings, detect abnormal device behavior, and receive alerts to investigate issues. In this session, we will show you how you can use AWS IoT Device Defender to implement and maintain secure policies and controls to keep data and devices secure. Come away understanding how to spot insecure device configurations and how to set up metrics that can be used to spot a DDoS and botnet attacks. We will also look at how AWS IoT Device Defender works with AWS IoT Core and AWS IoT Device Management to respond to security alerts.
Unlock Highly Regulated Enterprise Workloads with SaaS on AWS GovCloud (US) (...Amazon Web Services
AWS GovCloud (US) is isolated AWS infrastructure and services designed to allow US government agencies and enterprises in highly regulated industries to move sensitive data and regulated IT workloads to the cloud by addressing specific regulatory and compliance requirements. While enterprises and organizations are increasingly integrating software as a service (SaaS) technologies into their IT environments, they often require SaaS products to address the same compliance features of the AWS GovCloud (US) Region. In this session, we discuss the opportunities for SaaS in AWS GovCloud (US), how SaaS vendors should approach building products in AWS GovCloud (US), key architecture and operational considerations, and best practices for bringing a SaaS product on AWS GovCloud (US) to market.
AWS IoT Events is a new IoT-managed service that allows enterprises with large operations dependent on IoT devices to continuously monitor data from their equipment, applications, and fleets of devices for changes in operation and trigger the appropriate response when events occur. IoT Events monitors inputs from many IoT sensors and applications simultaneously; it can also combine sensor and application data with analytical results, including machine learning from AWS IoT Analytics. It helps customers reduce costs through efficiency gains, minimize downtime, and improve product quality. IoT Events is applicable to several industries, including device manufacturers, manufacturing plants, power and utilities, shipping, oil and gas, etc. Join us for this session to learn more about the customer benefits of IoT Events, and catch a demo of IoT Events in action.
The Essentials of AWS IoT Device Management (IOT326-R1) - AWS re:Invent 2018Amazon Web Services
In this session, learn how to use AWS IoT Device Management to onboard and manage devices at scale. We discuss a customer use case, provide a demo, and share best practices to solve the fleet management challenges that you may be facing.
Introducing the New Features of AWS Greengrass (IOT365) - AWS re:Invent 2018Amazon Web Services
With AWS Greengrass, you can bring local compute, messaging, data caching, sync, and machine-learning inference capabilities to edge devices. Join us in this session to learn about new features that extend the capabilities of AWS Greengrass devices.
Securing and Managing IoT Devices at Scale (SEC367-R1) - AWS re:Invent 2018Amazon Web Services
Internet of Things (IoT) is taking the world by storm. Nearly every study indicates that the number of edge devices connected to an IoT platform will grow exponentially in the next few years. It’s our belief that over time, everything that can be connected to Internet will be. That’s “lots” of things. Protecting your IoT deployment is key to securing data and earning customer trust. In this talk, we walk through best practices for securing edge devices using native capabilities within AWS IoT and AWS IoT Device Defender.
Computing at the Edge with AWS Greengrass and Amazon FreeRTOS, ft. Enel (IOT2...Amazon Web Services
Edge computing is all about moving compute power to the source of the data instead of having to bring it to the cloud. The edge is a fundamental part of IoT, and it is not only about connecting things to the internet. In this sesssion, we discuss how AWS Greengrass, which is an IoT edge software, can power devices small and large, from a sensor all the way to a wind turbine. With AWS Greengrass, these IoT devices can securely gather data, keep device data in sync, and communicate with each other while still using the cloud for management, analytics, and durable storage. Join us to learn more about the edge of IoT.
Best Practices for AWS IoT Core (IOT347-R1) - AWS re:Invent 2018Amazon Web Services
There are many different components of AWS IoT Core, including Device gateway, Registry, Message broker, Rules engine, and Device shadow. In this session, we cover each component in depth, how to use them, and best practices. Come away with an understanding of how AWS IoT Core can help you securely connect and manage devices, process and act on device data, and read and set device state. In addition to best practices, we discuss common customer questions when using different features of AWS IoT Core.
Keep Your IoT Devices Secure (IOT205) - AWS re:Invent 2018Amazon Web Services
Helping you manage the security of your IoT fleet is a top priority for AWS. You can use AWS IoT Device Defender to audit device fleets for best practices and drift in security settings, detect abnormal device behavior, and receive alerts to investigate issues. In this session, we will show you how you can use AWS IoT Device Defender to implement and maintain secure policies and controls to keep data and devices secure. Come away understanding how to spot insecure device configurations and how to set up metrics that can be used to spot a DDoS and botnet attacks. We will also look at how AWS IoT Device Defender works with AWS IoT Core and AWS IoT Device Management to respond to security alerts.
Unlock Highly Regulated Enterprise Workloads with SaaS on AWS GovCloud (US) (...Amazon Web Services
AWS GovCloud (US) is isolated AWS infrastructure and services designed to allow US government agencies and enterprises in highly regulated industries to move sensitive data and regulated IT workloads to the cloud by addressing specific regulatory and compliance requirements. While enterprises and organizations are increasingly integrating software as a service (SaaS) technologies into their IT environments, they often require SaaS products to address the same compliance features of the AWS GovCloud (US) Region. In this session, we discuss the opportunities for SaaS in AWS GovCloud (US), how SaaS vendors should approach building products in AWS GovCloud (US), key architecture and operational considerations, and best practices for bringing a SaaS product on AWS GovCloud (US) to market.
AWS IoT Events is a new IoT-managed service that allows enterprises with large operations dependent on IoT devices to continuously monitor data from their equipment, applications, and fleets of devices for changes in operation and trigger the appropriate response when events occur. IoT Events monitors inputs from many IoT sensors and applications simultaneously; it can also combine sensor and application data with analytical results, including machine learning from AWS IoT Analytics. It helps customers reduce costs through efficiency gains, minimize downtime, and improve product quality. IoT Events is applicable to several industries, including device manufacturers, manufacturing plants, power and utilities, shipping, oil and gas, etc. Join us for this session to learn more about the customer benefits of IoT Events, and catch a demo of IoT Events in action.
Detect Abnormal Device Behavior with AWS IoT Device Defender (IOT313-R3) - AW...Amazon Web Services
AWS IoT Device Defender continuously monitors device behavior. You can define behavior profiles that define expected device behavior and trigger alerts when a device violates that profile. In this session, we implement automated responses to AWS IoT Device Defender alerts in order to help you diagnose and remediate violations in your device fleet.
IoT at Scale: Monitor and Manage Devices with AWS IoT Device Management (IOT3...Amazon Web Services
AWS IoT Device Management makes it easy to securely onboard, organize, monitor, and remotely manage IoT devices at scale. In this hands-on, CLI-oriented workshop, learn about AWS IoT Device Management features such as onboarding options, over-the-air (OTA) updates, fleet indexing, thing groups, and fine-grained logging. Gain an understanding of how to automate management of IoT devices.
Monitoring IoT Device Behavior with AWS IoT Device Defender Detect (IOT360) -...Amazon Web Services
Get hands on with AWS IoT Device Defender Detect. In this workshop, we enable AWS IoT Device Defender support on an IoT-connected device, and we simulate a series of attacks against our devices. We also simulate compromised devices to learn how to create behavior profiles that detect anomalous behavior, and we discuss techniques for responding to alerts and profile violations.
In this workshop, you learn how to use AWS IoT on the cloud and at the edge with AWS Greengrass. We show you how to connect devices to AWS IoT and AWS Greengrass; we discuss the the architecture, and you have the opportunity to install and configure device communication using AWS Greengrass. In addition, you create various device communication scenarios with AWS Greengrass and simulate the data flow with sensor data. Attendees in workshop need an AWS account and are asked to bring their laptop.
Deep Dive into New AWS IoT Services Launched in 2018 (IOT320) - AWS re:Invent...Amazon Web Services
Take a deep dive into the newer services available in 2018 for AWS IoT. In this session, we look at new features added to AWS IoT Core and AWS Greengrass with Edge ML, and then deep dive into AWS IoT Analytics, AWS Device Management, and AWS IoT Device Defender. Learn more about when to use some of these services and explore comparisons between them.
Understand the State of Your Connected Devices (IOT367) - AWS re:Invent 2018Amazon Web Services
In this session, we discuss the different ways to understand the state of your operations, how to use AWS IoT services, and how to take appropriate action using AWS IoT services, like the AWS IoT Rules Engine, to improve operational efficiency.
Alexa and AWS IoT, ft. VIZIO (IOT302-R1) - AWS re:Invent 2018Amazon Web Services
The document discusses Vizio's use of Alexa and AWS IoT to enable voice control of their SmartCast devices. It describes how Vizio uses AWS services like IoT, Lambda, and DynamoDB to build their voice and IoT capabilities. It also provides an overview of developing skills for Alexa using the Alexa Skills Kit and AWS services and explains how Vizio leveraged these tools to add voice control to their SmartCast devices and services.
Industrial IoT Applications: Making the Connection and Extracting Value (IOT3...Amazon Web Services
Industrial IoT applications are rapidly emerging across industries such as oil and gas, manufacturing, and agriculture. In this chalk talk, we help you architect end-to-end solutions that will deliver value like predictive maintenance, manufacturing quality, and process monitoring. In this interactive session, we help you understand how to connect greenfield and brownfield infrastructure with AWS that leverages both AWS Greengrass (on premises) and other AWS Cloud services. Along the way, we show how the AWS Industrial IoT Reference Architecture is incorporated to build your industrial application.
Amazon FreeRTOS: IoT Operating System for Microcontrollers (IOT208-R1) - AWS ...Amazon Web Services
In this presentation, we take a deeper look at Amazon FreeRTOS. As OEMs work to squeeze more functionality onto cheaper and smaller IoT devices, they face a series of challenges in development and operations that results in security vulnerabilities, inefficient code, compatibility issues, and unclear licensing. With Amazon FreeRTOS, it is now easier to build, deploy, and update connected microcontroller-based devices quickly and economically, while retaining confidence that the devices are secure. Also, learn how Pentair, a leading water treatment company, is developing an IoT solution with the help of Amazon FreeRTOS and Espressif Systems, a hardware partner.
AWS IoT - How Low Can You Go (IOT357-R1) - AWS re:Invent 2018Amazon Web Services
AWS IoT and Amazon FreeRTOS set a high bar for transport layer security, which can overwhelm the capabilities of microcontrollers and embedded systems. In this session, we cover how to enable popular microcontrollers, Wi-Fi chipsets, and cryptocomponents to communicate with AWS IoT at minimal cost. Also, we compare and contrast different approaches for hardware solutions to enable AWS Greengrass devices to effectively communicate in a secure manner. We discuss microcontroller ecosystems, discrete components, and mature frameworks for development. Our goal is to help you understand and minimize bill of materials, or BOM, that goes into IoT hardware development.
The document discusses AWS and Vizalytics technology for smart cities solutions. It provides an overview of AWS cloud capabilities for infrastructure, analytics, IoT, machine learning and other services. It also presents customer stories of how cities like Chicago and Transport for London have used AWS to power applications and platforms for open data, transportation, and other smart city initiatives. Finally, it outlines a logical architecture for a smart city platform leveraging AWS cloud services for data ingestion, processing, storage in a data lake, and analysis.
Orchestrate Perimeter Security Across Distributed Applications (SEC326) - AWS...Amazon Web Services
Whether you are part of a large organization moving your applications to the cloud, or a new application owner just getting started, you always need a baseline security for your web applications. In addition, large organizations with common security requirements frequently need to standardize their security posture across many applications. With compliance initiatives, such as PCI, OFAC, and GDPR, there is a need to effectively manage this posture with minimal error. In this session, learn how to use services like AWS WAF, AWS Shield, and AWS Firewall Manager to deploy and manage rules and protections uniformly across many accounts and resources. Please join us for a speaker meet-and-greet following this session at the Speaker Lounge (ARIA East, Level 1, Willow Lounge). The meet-and-greet starts 15 minutes after the session and runs for half an hour.
Operationalizing Your Analysis with AWS IoT Analytics (IOT358-R1) - AWS re:In...Amazon Web Services
AWS IoT Analytics makes it easy to run and operationalize sophisticated analytics on massive volumes of IoT data without having to worry about the cost and complexity required to build your own IoT analytics platform. It collects and prepares data for analysis and also lets you explore and visualize your IoT data so you can make better and more accurate business decisions. AWS IoT Analytics is a fully managed service that makes it easy to run and operationalize sophisticated analytics on massive volumes of IoT data without having to worry about the cost and complexity typically required to build an IoT analytics platform. It is the easiest way to run analytics on IoT data and get insights to make better and more accurate decisions for IoT applications and machine learning use cases. Models built and trained in AWS IoT Analytics can be run on connected devices. Join us for a deep dive and demo on how to operationalize your analytical workflows with AWS IoT Analytics.
IoT at the Edge: Introduction to AWS Greengrass (IOT406-R1) - AWS re:Invent 2018Amazon Web Services
In this workshop, we provide an introduction to AWS Greengrass, discuss architectures for IoT solutions on AWS, and walk you through implementing specific architectures. You learn how to connect a “thing” to AWS IoT Core and AWS Greengrass, provision an AWS Greengrass group, configure the group, and deploy to an IoT device.
How to Quickly Get Insights from IoT Data on AWS (ANT337-S) - AWS re:Invent 2018Amazon Web Services
The Internet of Things (IoT) is creating massive amounts of data, but users can’t easily access that data and quickly make decisions from it. Data projects are too often funded and delivered without enough consideration for how users will access and consume that data. Domo connects the people, data, and systems to give users the data they need to do their jobs, anytime and from anywhere. In this session, learn how LifeConEx, DHL’s temperature management specialist, uses Domo to get insights from their IoT data to its users, and see the impressive results they have achieved. This session is brought to you by AWS partner, Domo.
DEM04 Fearless: From Monolith to Serverless with DynatraceAmazon Web Services
When you break your monolith into components, services, or functions, you must understand where and how to break your existing code base and architecture into smaller units so that it scales, performs, and is easy to operate. In this session, Andreas Grabner, technical AWS advocate, shows you how Dynatrace redefined its architecture. He discusses the migration capabilities Dynatrace engineers built into their product and explains how the lessons learned can help you fearlessly transition from monolith to serverless. This session is brought to you by AWS Partner, Dynatrace.
Tips for Building IoT Applications Faster (IOT366) - AWS re:Invent 2018Amazon Web Services
AWS IoT services help you connect devices to AWS services and other devices, secure data, interactions, and process, act on device data, and enable applications to interact with devices, even when they are offline. In this session, we provide tips for using the portfolio to create applications faster and deploying applications at the edge. We show you how to save time when adding new kinds of devices to your applications.
Managing Security of Large IoT Fleets (IOT321-R1) - AWS re:Invent 2018Amazon Web Services
AWS IoT Device Defender is a fully managed service that helps you secure your fleet of IoT devices. In this session, we dive into Device Defender Detect, the feature that monitors metrics collected on device and cloud-side to identify anomalous behaviors. We get into the details of how Device Defender Detect works and metrics that it supports. The session includes a demo of how best to leverage Device Defender Detect for keeping your devices secure.
Design Continuous Authorization for Rapid Delivery of Mission-Critical Servic...Amazon Web Services
The document proposes a reference solution architecture for designing continuous authorization to rapidly deliver mission-critical services. It includes infrastructure layers for on-premise, cloud, and hybrid environments. It describes data repository services including operational data stores, data lakes, and repositories. It also describes application, security, data management, and system administration services to support agile development, DevOps, and continuous integration/deployment. The architecture supports containerization, identity and access management, security monitoring, and compliance.
Enable Your Smart Factory with the AWS Industrial IoT Reference Solution (MFG...Amazon Web Services
The document discusses enabling a smart factory with AWS Industrial IoT Reference Solution. It covers why smart factories are useful by utilizing untapped data for business insights. The document then discusses industrial communication protocols and manufacturing networking. It presents the AWS industrial IoT reference architecture and shows a hands-on workshop that will be conducted to set up a simulated manufacturing network on AWS with PLC simulation and data collection in IoT.
Driving performance & security across your industrial facility with AWS - SVC...Amazon Web Services
AWS IoT services help you easily monitor equipment across your industrial facilities to identify waste, such as breakdown of equipment and processes, production inefficiencies, and defects in products; identify complex events, such as equipment malfunctions; and audit security policies and take action if security threats are detected. This chalk talk walks through how to unlock OT data; compute common industrial performance metrics; build applications to analyze industrial equipment data and detect complex events; and utilize built-in device authentication and authorization, data encryption, and device security anomaly detection.
Detect Abnormal Device Behavior with AWS IoT Device Defender (IOT313-R3) - AW...Amazon Web Services
AWS IoT Device Defender continuously monitors device behavior. You can define behavior profiles that define expected device behavior and trigger alerts when a device violates that profile. In this session, we implement automated responses to AWS IoT Device Defender alerts in order to help you diagnose and remediate violations in your device fleet.
IoT at Scale: Monitor and Manage Devices with AWS IoT Device Management (IOT3...Amazon Web Services
AWS IoT Device Management makes it easy to securely onboard, organize, monitor, and remotely manage IoT devices at scale. In this hands-on, CLI-oriented workshop, learn about AWS IoT Device Management features such as onboarding options, over-the-air (OTA) updates, fleet indexing, thing groups, and fine-grained logging. Gain an understanding of how to automate management of IoT devices.
Monitoring IoT Device Behavior with AWS IoT Device Defender Detect (IOT360) -...Amazon Web Services
Get hands on with AWS IoT Device Defender Detect. In this workshop, we enable AWS IoT Device Defender support on an IoT-connected device, and we simulate a series of attacks against our devices. We also simulate compromised devices to learn how to create behavior profiles that detect anomalous behavior, and we discuss techniques for responding to alerts and profile violations.
In this workshop, you learn how to use AWS IoT on the cloud and at the edge with AWS Greengrass. We show you how to connect devices to AWS IoT and AWS Greengrass; we discuss the the architecture, and you have the opportunity to install and configure device communication using AWS Greengrass. In addition, you create various device communication scenarios with AWS Greengrass and simulate the data flow with sensor data. Attendees in workshop need an AWS account and are asked to bring their laptop.
Deep Dive into New AWS IoT Services Launched in 2018 (IOT320) - AWS re:Invent...Amazon Web Services
Take a deep dive into the newer services available in 2018 for AWS IoT. In this session, we look at new features added to AWS IoT Core and AWS Greengrass with Edge ML, and then deep dive into AWS IoT Analytics, AWS Device Management, and AWS IoT Device Defender. Learn more about when to use some of these services and explore comparisons between them.
Understand the State of Your Connected Devices (IOT367) - AWS re:Invent 2018Amazon Web Services
In this session, we discuss the different ways to understand the state of your operations, how to use AWS IoT services, and how to take appropriate action using AWS IoT services, like the AWS IoT Rules Engine, to improve operational efficiency.
Alexa and AWS IoT, ft. VIZIO (IOT302-R1) - AWS re:Invent 2018Amazon Web Services
The document discusses Vizio's use of Alexa and AWS IoT to enable voice control of their SmartCast devices. It describes how Vizio uses AWS services like IoT, Lambda, and DynamoDB to build their voice and IoT capabilities. It also provides an overview of developing skills for Alexa using the Alexa Skills Kit and AWS services and explains how Vizio leveraged these tools to add voice control to their SmartCast devices and services.
Industrial IoT Applications: Making the Connection and Extracting Value (IOT3...Amazon Web Services
Industrial IoT applications are rapidly emerging across industries such as oil and gas, manufacturing, and agriculture. In this chalk talk, we help you architect end-to-end solutions that will deliver value like predictive maintenance, manufacturing quality, and process monitoring. In this interactive session, we help you understand how to connect greenfield and brownfield infrastructure with AWS that leverages both AWS Greengrass (on premises) and other AWS Cloud services. Along the way, we show how the AWS Industrial IoT Reference Architecture is incorporated to build your industrial application.
Amazon FreeRTOS: IoT Operating System for Microcontrollers (IOT208-R1) - AWS ...Amazon Web Services
In this presentation, we take a deeper look at Amazon FreeRTOS. As OEMs work to squeeze more functionality onto cheaper and smaller IoT devices, they face a series of challenges in development and operations that results in security vulnerabilities, inefficient code, compatibility issues, and unclear licensing. With Amazon FreeRTOS, it is now easier to build, deploy, and update connected microcontroller-based devices quickly and economically, while retaining confidence that the devices are secure. Also, learn how Pentair, a leading water treatment company, is developing an IoT solution with the help of Amazon FreeRTOS and Espressif Systems, a hardware partner.
AWS IoT - How Low Can You Go (IOT357-R1) - AWS re:Invent 2018Amazon Web Services
AWS IoT and Amazon FreeRTOS set a high bar for transport layer security, which can overwhelm the capabilities of microcontrollers and embedded systems. In this session, we cover how to enable popular microcontrollers, Wi-Fi chipsets, and cryptocomponents to communicate with AWS IoT at minimal cost. Also, we compare and contrast different approaches for hardware solutions to enable AWS Greengrass devices to effectively communicate in a secure manner. We discuss microcontroller ecosystems, discrete components, and mature frameworks for development. Our goal is to help you understand and minimize bill of materials, or BOM, that goes into IoT hardware development.
The document discusses AWS and Vizalytics technology for smart cities solutions. It provides an overview of AWS cloud capabilities for infrastructure, analytics, IoT, machine learning and other services. It also presents customer stories of how cities like Chicago and Transport for London have used AWS to power applications and platforms for open data, transportation, and other smart city initiatives. Finally, it outlines a logical architecture for a smart city platform leveraging AWS cloud services for data ingestion, processing, storage in a data lake, and analysis.
Orchestrate Perimeter Security Across Distributed Applications (SEC326) - AWS...Amazon Web Services
Whether you are part of a large organization moving your applications to the cloud, or a new application owner just getting started, you always need a baseline security for your web applications. In addition, large organizations with common security requirements frequently need to standardize their security posture across many applications. With compliance initiatives, such as PCI, OFAC, and GDPR, there is a need to effectively manage this posture with minimal error. In this session, learn how to use services like AWS WAF, AWS Shield, and AWS Firewall Manager to deploy and manage rules and protections uniformly across many accounts and resources. Please join us for a speaker meet-and-greet following this session at the Speaker Lounge (ARIA East, Level 1, Willow Lounge). The meet-and-greet starts 15 minutes after the session and runs for half an hour.
Operationalizing Your Analysis with AWS IoT Analytics (IOT358-R1) - AWS re:In...Amazon Web Services
AWS IoT Analytics makes it easy to run and operationalize sophisticated analytics on massive volumes of IoT data without having to worry about the cost and complexity required to build your own IoT analytics platform. It collects and prepares data for analysis and also lets you explore and visualize your IoT data so you can make better and more accurate business decisions. AWS IoT Analytics is a fully managed service that makes it easy to run and operationalize sophisticated analytics on massive volumes of IoT data without having to worry about the cost and complexity typically required to build an IoT analytics platform. It is the easiest way to run analytics on IoT data and get insights to make better and more accurate decisions for IoT applications and machine learning use cases. Models built and trained in AWS IoT Analytics can be run on connected devices. Join us for a deep dive and demo on how to operationalize your analytical workflows with AWS IoT Analytics.
IoT at the Edge: Introduction to AWS Greengrass (IOT406-R1) - AWS re:Invent 2018Amazon Web Services
In this workshop, we provide an introduction to AWS Greengrass, discuss architectures for IoT solutions on AWS, and walk you through implementing specific architectures. You learn how to connect a “thing” to AWS IoT Core and AWS Greengrass, provision an AWS Greengrass group, configure the group, and deploy to an IoT device.
How to Quickly Get Insights from IoT Data on AWS (ANT337-S) - AWS re:Invent 2018Amazon Web Services
The Internet of Things (IoT) is creating massive amounts of data, but users can’t easily access that data and quickly make decisions from it. Data projects are too often funded and delivered without enough consideration for how users will access and consume that data. Domo connects the people, data, and systems to give users the data they need to do their jobs, anytime and from anywhere. In this session, learn how LifeConEx, DHL’s temperature management specialist, uses Domo to get insights from their IoT data to its users, and see the impressive results they have achieved. This session is brought to you by AWS partner, Domo.
DEM04 Fearless: From Monolith to Serverless with DynatraceAmazon Web Services
When you break your monolith into components, services, or functions, you must understand where and how to break your existing code base and architecture into smaller units so that it scales, performs, and is easy to operate. In this session, Andreas Grabner, technical AWS advocate, shows you how Dynatrace redefined its architecture. He discusses the migration capabilities Dynatrace engineers built into their product and explains how the lessons learned can help you fearlessly transition from monolith to serverless. This session is brought to you by AWS Partner, Dynatrace.
Tips for Building IoT Applications Faster (IOT366) - AWS re:Invent 2018Amazon Web Services
AWS IoT services help you connect devices to AWS services and other devices, secure data, interactions, and process, act on device data, and enable applications to interact with devices, even when they are offline. In this session, we provide tips for using the portfolio to create applications faster and deploying applications at the edge. We show you how to save time when adding new kinds of devices to your applications.
Managing Security of Large IoT Fleets (IOT321-R1) - AWS re:Invent 2018Amazon Web Services
AWS IoT Device Defender is a fully managed service that helps you secure your fleet of IoT devices. In this session, we dive into Device Defender Detect, the feature that monitors metrics collected on device and cloud-side to identify anomalous behaviors. We get into the details of how Device Defender Detect works and metrics that it supports. The session includes a demo of how best to leverage Device Defender Detect for keeping your devices secure.
Design Continuous Authorization for Rapid Delivery of Mission-Critical Servic...Amazon Web Services
The document proposes a reference solution architecture for designing continuous authorization to rapidly deliver mission-critical services. It includes infrastructure layers for on-premise, cloud, and hybrid environments. It describes data repository services including operational data stores, data lakes, and repositories. It also describes application, security, data management, and system administration services to support agile development, DevOps, and continuous integration/deployment. The architecture supports containerization, identity and access management, security monitoring, and compliance.
Enable Your Smart Factory with the AWS Industrial IoT Reference Solution (MFG...Amazon Web Services
The document discusses enabling a smart factory with AWS Industrial IoT Reference Solution. It covers why smart factories are useful by utilizing untapped data for business insights. The document then discusses industrial communication protocols and manufacturing networking. It presents the AWS industrial IoT reference architecture and shows a hands-on workshop that will be conducted to set up a simulated manufacturing network on AWS with PLC simulation and data collection in IoT.
Driving performance & security across your industrial facility with AWS - SVC...Amazon Web Services
AWS IoT services help you easily monitor equipment across your industrial facilities to identify waste, such as breakdown of equipment and processes, production inefficiencies, and defects in products; identify complex events, such as equipment malfunctions; and audit security policies and take action if security threats are detected. This chalk talk walks through how to unlock OT data; compute common industrial performance metrics; build applications to analyze industrial equipment data and detect complex events; and utilize built-in device authentication and authorization, data encryption, and device security anomaly detection.
Implementing Multi-Region AWS IoT, ft. Analog Devices (IOT401) - AWS re:Inven...Amazon Web Services
This document discusses implementing multi-region architectures for AWS IoT. It begins by explaining why a multi-region approach is important for IoT applications. It then covers foundational aspects like account structure, device bootstrapping and configuration, and building single region resiliency. The document also presents variations on multi-region architectures like active-passive and active-active models. Finally, it discusses specific examples and considerations for Analog Devices' machine health monitoring solution.
The Intelligent Edge for IoT: Help Customers Harness the Power of Connected I...Amazon Web Services
At AWS, we bring together our partners and AWS IoT services to offer solutions, including hardware solutions, that leverage edge and cloud technologies used to build IoT applications with edge computing capabilities. These solutions provide customers with the intelligence needed to achieve real business outcomes. In this session, learn how we work with our partner community to develop strategies and build solutions.
Exploiting IoT & Machine Learning to transform Power and UtilitiesAmazon Web Services
The document discusses how power and utility companies can use AWS to transform their industry through artificial intelligence, machine learning, and IoT. It provides examples of opportunities like predictive maintenance, smart homes and customer care, enabled by integrating operational data from utilities into AWS services for storage, analytics and machine learning. The presentation encourages utilities to get started with AWS to build on this technology foundation and succeed in industry 4.0 innovations.
Learn about Amazon FreeRTOS and the TI SimpleLink™ Wi-Fi® CC3220SF LaunchPad™. Determine how this fits into an IoT solution and look at examples of using cloud services in IoT microcontroller-based devices.
EUT303_Modernizing the Energy and Utilities Industry with IoT Moving SCADA to...Amazon Web Services
Supervisory Control and Data Acquisition (SCADA) systems are critical real-time software applications used to manage nearly any form of upstream, midstream, and downstream processes in the energy industry. Traditionally, these technologies have been deployed on premises and managed separately from core IT, to ensure security, availability and consistent performance.
As energy and utility companies expand geographically, and the number and types of sensors in each location grow, disparate and growing data streams are becoming increasingly complex and challenging to manage. It is estimated that up to 95% of valuable device and sensor information is left stranded in the field, information that could prove valuable to machine learning, predictive analytics, and process optimization.
In this session, energy and utility customers will learn how easy it is to implement IIoT on AWS, so they can easily extract value from additional devices and sensors, and innovate faster. We will dive into a reference architecture for accessing current mission critical SCADA data as well as previously stranded data into AWS using Kinesis and DynamoDB, ultimately enabling customers to reduce downtime, increase efficiencies, improve reliability, and gain more business insights through connected data.
Driving Overall Equipment Effectiveness with AWS IoT SiteWise - SVC213 - Chic...Amazon Web Services
Gathering performance metrics such as Overall Equipment Effectiveness (OEE) from industrial equipment is difficult because data is often locked into proprietary on-premises data stores and typically requires specialized expertise to retrieve and put into a useful format for searching and analysis. In this session, we show you how AWS IoT SiteWise makes it easy to collect and organize data from industrial equipment. We show you how to compute common industrial performance metrics, build applications to analyze industrial equipment data, prevent costly equipment issues, and reduce production inefficiencies.
Using AWS IoT for Industrial Applications - AWS Online Tech TalksAmazon Web Services
Learning Objectives:
- Understand how AWS IoT can be used for Industrial Applications including predictive quality, asset condition monitoring, and predictive maintenance
- Know how features of AWS IoT Core such as the rules engine, device shadow, and message broker are used for industrial applications
- Articulate how AWS IoT Analytics supports machine learning
AWS for Manufacturing: Digital Transformation throughout the Value Chain (MFG...Amazon Web Services
The document discusses how various manufacturing companies are using AWS to drive digital transformation across their value chains. It provides examples of Airbus using AWS to build a global data platform to gather aircraft performance data and SKF using AWS IoT services to connect smart products with smart factories. It also shares how Georgia-Pacific is establishing an "enterprise data lake" on AWS to power advanced analytics across its manufacturing operations.
IoT Building Blocks_ From Edge Devices to Analytics in the Cloud Amazon Web Services
In this session, we explore features and functions of AWS IoT services. We first cover AWS IoT fundamentals and our partner ecosystem. Then we discuss AWS IoT services in greater detail, review best practices for IoT solutions, and look at some common architectural patterns. With this foundation in place, we explore a use case for IoT applications. Leave this session with an understanding of how to start building IoT applications with AWS IoT.
Leadership Session: Networking (NET209-L) - AWS re:Invent 2018Amazon Web Services
Join Dave Brown, VP of EC2 Networking at AWS, to learn about the new services and features we launched this year. Dave also share our vision for the future of connectivity in the cloud and the ongoing evolution of networking capabilities. Dave covers the entire suite of networking services, including Amazon Virtual Private Cloud (Amazon VPC), Elastic Load Balancing, AWS PrivateLink, VPN, and AWS Direct Connect. In addition, Dave reviews some real-world customer scenarios and how AWS networking solves those in a secure, reliable, flexible, and highly performant way.
Amazon VPC: Security at the Speed Of Light (NET313) - AWS re:Invent 2018Amazon Web Services
With Amazon Virtual Private Cloud (Amazon VPC) you can build your own virtual data center networks in seconds. Every VPC is free, but it comes with enterprise-grade capabilities that would cost millions of dollars in a traditional data center. How is this possible? Come hear how Amazon VPC works under the hood. We uncover how we use Amazon-designed hardware to deliver high-assurance security and ultra-fast performance that makes the speed of light feel slow. Leave with insights and tips for how to optimize your own applications, and even whole organizations, to deliver faster than ever.
A New Approach to Continuous Monitoring in the Cloud: Migrate to AWS with NET...Amazon Web Services
The allure of the cloud is compelling and offers greater agility, elasticity, and reduced capex. Businesses seek to reap these benefits by migrating to AWS, all while enforcing corporate governance and security policies to minimize risk. To accomplish this objective, businesses must continuously monitor the performance of complex applications, which is not practical with point solutions, such as bytecode instrumentation. In this session, learn how NETSCOUT’s smart data platform enables continuous monitoring in hybrid cloud environments to minimize risk and control costs. Hear real-life examples of how businesses optimized their AWS migration, gaining visibility and deep insights into both the physical and virtual worlds, to maintain the continuity and security of the services throughout the migration process.This session is brought to you by AWS partner, NETSCOUT Systems.
How to Architect and Bring to Market SaaS on AWS GovCloud (US)Amazon Web Services
AWS GovCloud (US) is an isolated AWS region designated to allow US government agencies and organizations in highly-regulated industries to move sensitive data and regulated IT workloads to the cloud by addressing their specific regulatory and compliance requirements. These organizations are increasingly integrating SaaS technologies into their IT environments; however, they often require SaaS products to address the same compliance features of the GovCloud region. This session will discuss how SaaS vendors should approach migrating to GovCloud (US), key architecture, compliance and operational considerations and best practices for bringing a SaaS product on GovCloud (US) to market. This session also shows you how to meet acquisition and procurement policies with AWS Marketplace for AWS GovCloud (US).
Driving OEE with AWS IoT SiteWise - SVC204 - Atlanta AWS SummitAmazon Web Services
Getting performance metrics, such as Overall Equipment Effectiveness (OEE), from industrial equipment is tough because data is often locked into proprietary on-premises data stores and typically requires specialized expertise to retrieve and put in a useful format for searching and analysis. AWS IoT SiteWise makes it easy to collect and organize data from industrial equipment. This chalk talk shows you how to compute common industrial performance metrics, build applications to analyze industrial equipment data, prevent costly equipment issues, and reduce production inefficiencies.
Distributed Solar Systems at EDF Renewables and AWS IoT: A Natural Fit (PUT30...Amazon Web Services
The AWS suite of managed services for IoT enables companies to quickly and easily deploy devices to the edge and synchronize their industrial time-series data from multiple sites to the AWS Cloud, where advanced analytics and machine learning can generate valuable insights about their business. In this session, learn how EDF Renewables used AWS Greengrass, AWS IoT Core, AWS IoT Analytics, and AWS Lambda to facilitate the collection, aggregation, and quality assurance of operational data from solar installations. Hear how working with AWS Professional Services transformed its approach to product development, and learn what challenges and solutions came with choosing leading-edge services form AWS.
AWS Lambda Powertools is a developer toolkit to implement Serverless best practices and increase developer velocity. It started as an open-source project in 2020 focused in making Tracing, Logging, and Metrics easier. Fast-forward, Powertools added 13 more features, grew a vibrant community who regularly contributes up to 60% of our releases, now covering a plethora of use cases: REST and GraphQL APIs, Batch processing, Idempotency, Feature Flags, Data Validation, and more.
You’ll learn why this developer toolkit was created, key use cases, and find out how you can adopt common industry and AWS best practices in seconds. We’ll also cover two of the most anticipated new features coming in 2023, and live demo(s).
Similar to Extracting Insights from Industrial Data Using AWS IoT Services (IOT368) - AWS re:Invent 2018 (20)
Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...Amazon Web Services
Il Forecasting è un processo importante per tantissime aziende e viene utilizzato in vari ambiti per cercare di prevedere in modo accurato la crescita e distribuzione di un prodotto, l’utilizzo delle risorse necessarie nelle linee produttive, presentazioni finanziarie e tanto altro. Amazon utilizza delle tecniche avanzate di forecasting, in parte questi servizi sono stati messi a disposizione di tutti i clienti AWS.
In questa sessione illustreremo come pre-processare i dati che contengono una componente temporale e successivamente utilizzare un algoritmo che a partire dal tipo di dato analizzato produce un forecasting accurato.
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...Amazon Web Services
La varietà e la quantità di dati che si crea ogni giorno accelera sempre più velocemente e rappresenta una opportunità irripetibile per innovare e creare nuove startup.
Tuttavia gestire grandi quantità di dati può apparire complesso: creare cluster Big Data su larga scala sembra essere un investimento accessibile solo ad aziende consolidate. Ma l’elasticità del Cloud e, in particolare, i servizi Serverless ci permettono di rompere questi limiti.
Vediamo quindi come è possibile sviluppare applicazioni Big Data rapidamente, senza preoccuparci dell’infrastruttura, ma dedicando tutte le risorse allo sviluppo delle nostre le nostre idee per creare prodotti innovativi.
Ora puoi utilizzare Amazon Elastic Kubernetes Service (EKS) per eseguire pod Kubernetes su AWS Fargate, il motore di elaborazione serverless creato per container su AWS. Questo rende più semplice che mai costruire ed eseguire le tue applicazioni Kubernetes nel cloud AWS.In questa sessione presenteremo le caratteristiche principali del servizio e come distribuire la tua applicazione in pochi passaggi
Vent'anni fa Amazon ha attraversato una trasformazione radicale con l'obiettivo di aumentare il ritmo dell'innovazione. In questo periodo abbiamo imparato come cambiare il nostro approccio allo sviluppo delle applicazioni ci ha permesso di aumentare notevolmente l'agilità, la velocità di rilascio e, in definitiva, ci ha consentito di creare applicazioni più affidabili e scalabili. In questa sessione illustreremo come definiamo le applicazioni moderne e come la creazione di app moderne influisce non solo sull'architettura dell'applicazione, ma sulla struttura organizzativa, sulle pipeline di rilascio dello sviluppo e persino sul modello operativo. Descriveremo anche approcci comuni alla modernizzazione, compreso l'approccio utilizzato dalla stessa Amazon.com.
Come spendere fino al 90% in meno con i container e le istanze spot Amazon Web Services
L’utilizzo dei container è in continua crescita.
Se correttamente disegnate, le applicazioni basate su Container sono molto spesso stateless e flessibili.
I servizi AWS ECS, EKS e Kubernetes su EC2 possono sfruttare le istanze Spot, portando ad un risparmio medio del 70% rispetto alle istanze On Demand. In questa sessione scopriremo insieme quali sono le caratteristiche delle istanze Spot e come possono essere utilizzate facilmente su AWS. Impareremo inoltre come Spreaker sfrutta le istanze spot per eseguire applicazioni di diverso tipo, in produzione, ad una frazione del costo on-demand!
In recent months, many customers have been asking us the question – how to monetise Open APIs, simplify Fintech integrations and accelerate adoption of various Open Banking business models. Therefore, AWS and FinConecta would like to invite you to Open Finance marketplace presentation on October 20th.
Event Agenda :
Open banking so far (short recap)
• PSD2, OB UK, OB Australia, OB LATAM, OB Israel
Intro to Open Finance marketplace
• Scope
• Features
• Tech overview and Demo
The role of the Cloud
The Future of APIs
• Complying with regulation
• Monetizing data / APIs
• Business models
• Time to market
One platform for all: a Strategic approach
Q&A
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...Amazon Web Services
Per creare valore e costruire una propria offerta differenziante e riconoscibile, le startup di successo sanno come combinare tecnologie consolidate con componenti innovativi creati ad hoc.
AWS fornisce servizi pronti all'utilizzo e, allo stesso tempo, permette di personalizzare e creare gli elementi differenzianti della propria offerta.
Concentrandoci sulle tecnologie di Machine Learning, vedremo come selezionare i servizi di intelligenza artificiale offerti da AWS e, anche attraverso una demo, come costruire modelli di Machine Learning personalizzati utilizzando SageMaker Studio.
OpsWorks Configuration Management: automatizza la gestione e i deployment del...Amazon Web Services
Con l'approccio tradizionale al mondo IT per molti anni è stato difficile implementare tecniche di DevOps, che finora spesso hanno previsto attività manuali portando di tanto in tanto a dei downtime degli applicativi interrompendo l'operatività dell'utente. Con l'avvento del cloud, le tecniche di DevOps sono ormai a portata di tutti a basso costo per qualsiasi genere di workload, garantendo maggiore affidabilità del sistema e risultando in dei significativi miglioramenti della business continuity.
AWS mette a disposizione AWS OpsWork come strumento di Configuration Management che mira ad automatizzare e semplificare la gestione e i deployment delle istanze EC2 per mezzo di workload Chef e Puppet.
Scopri come sfruttare AWS OpsWork a garanzia e affidabilità del tuo applicativo installato su Instanze EC2.
Microsoft Active Directory su AWS per supportare i tuoi Windows WorkloadsAmazon Web Services
Vuoi conoscere le opzioni per eseguire Microsoft Active Directory su AWS? Quando si spostano carichi di lavoro Microsoft in AWS, è importante considerare come distribuire Microsoft Active Directory per supportare la gestione, l'autenticazione e l'autorizzazione dei criteri di gruppo. In questa sessione, discuteremo le opzioni per la distribuzione di Microsoft Active Directory su AWS, incluso AWS Directory Service per Microsoft Active Directory e la distribuzione di Active Directory su Windows su Amazon Elastic Compute Cloud (Amazon EC2). Trattiamo argomenti quali l'integrazione del tuo ambiente Microsoft Active Directory locale nel cloud e l'utilizzo di applicazioni SaaS, come Office 365, con AWS Single Sign-On.
Dal riconoscimento facciale al riconoscimento di frodi o difetti di fabbricazione, l'analisi di immagini e video che sfruttano tecniche di intelligenza artificiale, si stanno evolvendo e raffinando a ritmi elevati. In questo webinar esploreremo le possibilità messe a disposizione dai servizi AWS per applicare lo stato dell'arte delle tecniche di computer vision a scenari reali.
Amazon Web Services e VMware organizzano un evento virtuale gratuito il prossimo mercoledì 14 Ottobre dalle 12:00 alle 13:00 dedicato a VMware Cloud ™ on AWS, il servizio on demand che consente di eseguire applicazioni in ambienti cloud basati su VMware vSphere® e di accedere ad una vasta gamma di servizi AWS, sfruttando a pieno le potenzialità del cloud AWS e tutelando gli investimenti VMware esistenti.
Molte organizzazioni sfruttano i vantaggi del cloud migrando i propri carichi di lavoro Oracle e assicurandosi notevoli vantaggi in termini di agilità ed efficienza dei costi.
La migrazione di questi carichi di lavoro, può creare complessità durante la modernizzazione e il refactoring delle applicazioni e a questo si possono aggiungere rischi di prestazione che possono essere introdotti quando si spostano le applicazioni dai data center locali.
Crea la tua prima serverless ledger-based app con QLDB e NodeJSAmazon Web Services
Molte aziende oggi, costruiscono applicazioni con funzionalità di tipo ledger ad esempio per verificare lo storico di accrediti o addebiti nelle transazioni bancarie o ancora per tenere traccia del flusso supply chain dei propri prodotti.
Alla base di queste soluzioni ci sono i database ledger che permettono di avere un log delle transazioni trasparente, immutabile e crittograficamente verificabile, ma sono strumenti complessi e onerosi da gestire.
Amazon QLDB elimina la necessità di costruire sistemi personalizzati e complessi fornendo un database ledger serverless completamente gestito.
In questa sessione scopriremo come realizzare un'applicazione serverless completa che utilizzi le funzionalità di QLDB.
Con l’ascesa delle architetture di microservizi e delle ricche applicazioni mobili e Web, le API sono più importanti che mai per offrire agli utenti finali una user experience eccezionale. In questa sessione impareremo come affrontare le moderne sfide di progettazione delle API con GraphQL, un linguaggio di query API open source utilizzato da Facebook, Amazon e altro e come utilizzare AWS AppSync, un servizio GraphQL serverless gestito su AWS. Approfondiremo diversi scenari, comprendendo come AppSync può aiutare a risolvere questi casi d’uso creando API moderne con funzionalità di aggiornamento dati in tempo reale e offline.
Inoltre, impareremo come Sky Italia utilizza AWS AppSync per fornire aggiornamenti sportivi in tempo reale agli utenti del proprio portale web.
Database Oracle e VMware Cloud™ on AWS: i miti da sfatareAmazon Web Services
Molte organizzazioni sfruttano i vantaggi del cloud migrando i propri carichi di lavoro Oracle e assicurandosi notevoli vantaggi in termini di agilità ed efficienza dei costi.
La migrazione di questi carichi di lavoro, può creare complessità durante la modernizzazione e il refactoring delle applicazioni e a questo si possono aggiungere rischi di prestazione che possono essere introdotti quando si spostano le applicazioni dai data center locali.
In queste slide, gli esperti AWS e VMware presentano semplici e pratici accorgimenti per facilitare e semplificare la migrazione dei carichi di lavoro Oracle accelerando la trasformazione verso il cloud, approfondiranno l’architettura e dimostreranno come sfruttare a pieno le potenzialità di VMware Cloud ™ on AWS.
1) The document discusses building a minimum viable product (MVP) using Amazon Web Services (AWS).
2) It provides an example of an MVP for an omni-channel messenger platform that was built from 2017 to connect ecommerce stores to customers via web chat, Facebook Messenger, WhatsApp, and other channels.
3) The founder discusses how they started with an MVP in 2017 with 200 ecommerce stores in Hong Kong and Taiwan, and have since expanded to over 5000 clients across Southeast Asia using AWS for scaling.
This document discusses pitch decks and fundraising materials. It explains that venture capitalists will typically spend only 3 minutes and 44 seconds reviewing a pitch deck. Therefore, the deck needs to tell a compelling story to grab their attention. It also provides tips on tailoring different types of decks for different purposes, such as creating a concise 1-2 page teaser, a presentation deck for pitching in-person, and a more detailed read-only or fundraising deck. The document stresses the importance of including key information like the problem, solution, product, traction, market size, plans, team, and ask.
This document discusses building serverless web applications using AWS services like API Gateway, Lambda, DynamoDB, S3 and Amplify. It provides an overview of each service and how they can work together to create a scalable, secure and cost-effective serverless application stack without having to manage servers or infrastructure. Key services covered include API Gateway for hosting APIs, Lambda for backend logic, DynamoDB for database needs, S3 for static content, and Amplify for frontend hosting and continuous deployment.
This document provides tips for fundraising from startup founders Roland Yau and Sze Lok Chan. It discusses generating competition to create urgency for investors, fundraising in parallel rather than sequentially, having a clear fundraising narrative focused on what you do and why it's compelling, and prioritizing relationships with people over firms. It also notes how the pandemic has changed fundraising, with examples of deals done virtually during this time. The tips emphasize being fully prepared before fundraising and cultivating connections with investors in advance.
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...Amazon Web Services
This document discusses Amazon's machine learning services for building conversational interfaces and extracting insights from unstructured text and audio. It describes Amazon Lex for creating chatbots, Amazon Comprehend for natural language processing tasks like entity extraction and sentiment analysis, and how they can be used together for applications like intelligent call centers and content analysis. Pre-trained APIs simplify adding machine learning to apps without requiring ML expertise.
Amazon Elastic Container Service (Amazon ECS) è un servizio di gestione dei container altamente scalabile, che semplifica la gestione dei contenitori Docker attraverso un layer di orchestrazione per il controllo del deployment e del relativo lifecycle. In questa sessione presenteremo le principali caratteristiche del servizio, le architetture di riferimento per i differenti carichi di lavoro e i semplici passi necessari per poter velocemente migrare uno o più dei tuo container.