Amazon Elastic Block Store (Amazon EBS) provides persistent block-level storage volumes for use with Amazon EC2 instances. In this technical session, we conduct a detailed analysis of the differences among the three types of Amazon EBS block storage: General Purpose (SSD), Provisioned IOPS (SSD), and Magnetic. We discuss how to maximize Amazon EBS performance, with a special eye towards low-latency, high-throughput applications like databases. We discuss the performance implications of our new larger and faster SSD volumes (up to 16 TB with increased maximum throughput levels), as well as Amazon EBS encryption. Throughout, we share tips for success.
Amazon Elastic Block Store (Amazon EBS) provides persistent block level storage volumes for use with Amazon EC2 instances. In this technical session, we conduct a detailed analysis of the differences among the three types of Amazon EBS block storage: General Purpose (SSD), Provisioned IOPS (SSD), and Magnetic. We discuss how to maximize Amazon EBS performance, with a special eye towards low-latency, high-throughput applications like databases. We discuss Amazon EBS encryption and share best practices for Amazon EBS snapshot management. Throughout, we share tips for success.
Speakers:
Tom Maddox, AWS Solutions Architect
Consistent High IO Performance with Amazon Elastic Block StoreAmazon Web Services
Learn about Amazon Elastic Block Store (EBS) and how to get consistent High IO performance using Provisioned IOPS volumes. Also hear from CopperEgg about how they use EBS to get the consistent high IO for their service
AWS - an introduction to bursting (GP2 - T2)Rasmus Ekman
An introduction to bursting on AWS. The presentation includes an introductory explanation of the new EC2 family, T2, and the new EBS volume type GP2.
Learn about the new services on AWS to get the most bang for your buck.
Learn tips and techniques that will improve the performance of your applications and databases running on Amazon EC2 instance storage and/or Amazon Elastic Block Store (EBS). This advanced session discusses when to use HI1, HS1, and Amazon EBS. We will share an "under the hood" view to tune the performance of your Elastic Block Store and best practices for running workloads on Amazon EBS, such as relational databases (MySQL, Oracle, SQL Server, postgres) and NoSQL data stores, such as MongoDB and Riak.
Understanding Elastic Block Store Availability and PerformanceAmazon Web Services
Depending on your application needs, Elastic Block Store’s volumes can be configured for optimal performance and higher availability. In this session, we will present the different design characteristics of EBS Standard and Provisioned IOPS volumes, provide technical insights on how to think about EBS performance and availability, and share best practices to achieve higher availability and performance.
Learn tips and techniques that will improve the performance of your applications and databases running on Amazon EC2 instance storage and/or Amazon Elastic Block Store (EBS). This advanced session discusses when to use HI1, HS1, and Amazon EBS. We will share an "under the hood" view to tune the performance of your Elastic Block Store and best practices for running workloads on Amazon EBS, such as relational databases (MySQL, Oracle, SQL Server, postgres) and NoSQL data stores, such as MongoDB and Riak.
Amazon Elastic Block Store (Amazon EBS) provides persistent block level storage volumes for use with Amazon EC2 instances. In this technical session, we discuss how to maximize Amazon EBS performance, with a special eye toward low-latency, high-throughput applications like databases. We explain how to monitor your application and share real-world examples.
Learn tips and techniques that will improve the performance of your applications and databases running on Amazon EC2 instance storage and/or Amazon Elastic Block Store (EBS). This advanced session discusses when to use HI1, HS1, and Amazon EBS. We will share an "under the hood" view to tune the performance of your Elastic Block Store and best practices for running workloads on Amazon EBS, such as relational databases (MySQL, Oracle, SQL Server, Postgres) and NoSQL data stores, such as MongoDB and Riak.
Amazon Elastic Block Store (Amazon EBS) provides persistent block level storage volumes for use with Amazon EC2 instances. In this technical session, we conduct a detailed analysis of the differences among the three types of Amazon EBS block storage: General Purpose (SSD), Provisioned IOPS (SSD), and Magnetic. We discuss how to maximize Amazon EBS performance, with a special eye towards low-latency, high-throughput applications like databases. We discuss Amazon EBS encryption and share best practices for Amazon EBS snapshot management. Throughout, we share tips for success.
Speakers:
Tom Maddox, AWS Solutions Architect
Consistent High IO Performance with Amazon Elastic Block StoreAmazon Web Services
Learn about Amazon Elastic Block Store (EBS) and how to get consistent High IO performance using Provisioned IOPS volumes. Also hear from CopperEgg about how they use EBS to get the consistent high IO for their service
AWS - an introduction to bursting (GP2 - T2)Rasmus Ekman
An introduction to bursting on AWS. The presentation includes an introductory explanation of the new EC2 family, T2, and the new EBS volume type GP2.
Learn about the new services on AWS to get the most bang for your buck.
Learn tips and techniques that will improve the performance of your applications and databases running on Amazon EC2 instance storage and/or Amazon Elastic Block Store (EBS). This advanced session discusses when to use HI1, HS1, and Amazon EBS. We will share an "under the hood" view to tune the performance of your Elastic Block Store and best practices for running workloads on Amazon EBS, such as relational databases (MySQL, Oracle, SQL Server, postgres) and NoSQL data stores, such as MongoDB and Riak.
Understanding Elastic Block Store Availability and PerformanceAmazon Web Services
Depending on your application needs, Elastic Block Store’s volumes can be configured for optimal performance and higher availability. In this session, we will present the different design characteristics of EBS Standard and Provisioned IOPS volumes, provide technical insights on how to think about EBS performance and availability, and share best practices to achieve higher availability and performance.
Learn tips and techniques that will improve the performance of your applications and databases running on Amazon EC2 instance storage and/or Amazon Elastic Block Store (EBS). This advanced session discusses when to use HI1, HS1, and Amazon EBS. We will share an "under the hood" view to tune the performance of your Elastic Block Store and best practices for running workloads on Amazon EBS, such as relational databases (MySQL, Oracle, SQL Server, postgres) and NoSQL data stores, such as MongoDB and Riak.
Amazon Elastic Block Store (Amazon EBS) provides persistent block level storage volumes for use with Amazon EC2 instances. In this technical session, we discuss how to maximize Amazon EBS performance, with a special eye toward low-latency, high-throughput applications like databases. We explain how to monitor your application and share real-world examples.
Learn tips and techniques that will improve the performance of your applications and databases running on Amazon EC2 instance storage and/or Amazon Elastic Block Store (EBS). This advanced session discusses when to use HI1, HS1, and Amazon EBS. We will share an "under the hood" view to tune the performance of your Elastic Block Store and best practices for running workloads on Amazon EBS, such as relational databases (MySQL, Oracle, SQL Server, Postgres) and NoSQL data stores, such as MongoDB and Riak.
Amazon Elastic Block Store (Amazon EBS) provides persistent block level storage volumes for use with Amazon EC2 instances. In this technical session, we conduct a detailed analysis of the differences among the three types of Amazon EBS block storage: General Purpose (SSD), Provisioned IOPS (SSD), and Magnetic. We discuss how to maximize Amazon EBS performance, with a special eye towards low-latency, high-throughput applications like databases. We discuss the performance implications of our new larger and faster SSD volumes (up to 16 TB with increased max throughput levels), as well as Amazon EBS encryption. Throughout, we share tips for success.
Maximizing EC2 and Elastic Block Store Disk Performance (STG302) | AWS re:Inv...Amazon Web Services
This document discusses optimizing performance for EC2 instances and EBS volumes. It provides guidance on provisioning IOPS for different types of storage workloads and database software. The key recommendations are to use EBS-optimized instances with Provisioned IOPS (PIOPS) volumes for random I/O workloads like databases, size volumes appropriately based on the needed IOPS and throughput, and architect for consistent low latency by adjusting the queue depth.
Amazon Elastic Block Store (Amazon EBS) provides persistent block level storage volumes for use with Amazon EC2 instances. In this technical session, we conduct a detailed analysis of the differences among the three types of Amazon EBS block storage: General Purpose (SSD), Provisioned IOPS (SSD), and Magnetic. We discuss how to maximize Amazon EBS performance, with a special eye towards low-latency, high-throughput applications like databases. We discuss Amazon EBS encryption and share best practices for Amazon EBS snapshot management. Throughout, we share tips for success.
Deep Dive on Amazon EBS Elastic Volumes - March 2017 AWS Online Tech TalksAmazon Web Services
This document provides an overview of Amazon Elastic Block Storage (EBS) elastic volumes, which allow customers to modify existing EBS volumes non-disruptively. The key capabilities include increasing volume size, changing volume types, and increasing or decreasing provisioned IOPS on io1 volumes. The modifications can be made using the AWS Management Console, command line interface, or SDKs. During a modification, volume performance is between the original and target characteristics. Customers should monitor the modification state and may need to extend the file system if increasing volume size. EBS elastic volumes provide an easy way to modify volumes without downtime or performance impact.
High Performance MongoDB on Storage-Optimized AWS EC2MongoDB
1) The document discusses high performance MongoDB deployments on Amazon EC2. It describes the evolution of different EC2 instance types optimized for storage I/O, memory, and hybrid workloads.
2) It analyzes storage options like EBS, EBS PIOPS, and instance storage, providing guidance on when to use each. Cost considerations are also discussed.
3) The document outlines several functional deployment patterns for MongoDB on EC2, including replica sets, sharding, and using the MongoDB Management Service for backups.
Amazon Elastic Block Store (Amazon EBS) provides persistent block level storage for use with Amazon EC2 instances. In this technical session, we will present and demonstrate how you can increase capacity, tune performance, and modify volume types on the fly with the latest Amazon EBS innovation, Elastic Volumes. You will learn how Elastic Volumes can significantly reduce both operational complexity and downtime enabling you to right-size your deployment and dynamically adapt as your business needs change.
Amazon EBS provides highly available, reliable, durable, block-level storage volumes that can be attached to a running instance
EBS as a primary storage device is recommended for data that requires frequent and granular updates for e.g. running a database or filesystems
An EBS volume behaves like a raw, unformatted, external block device that can be attached to a single EC2 instance at a time
EBS volume persists independently from the running life of an instance.
An EBS volume can be attached to any instance within the same Availability Zone, and can be used like any other physical hard drive
Amazon EBS Snapshot is an easy to use feature that backs up your data on an Amazon EBS volume. This session covers filesystem selection (XFS, ext*, etc.), quiescing of the filesystem, tagging of snapshots, and life-cycle management of snapshots. In this session, we introduce two new OSS tools. One tool manages arrays of snapshots using tagging, making it easier to snapshot and recover a RAID array of Amazon EBS volumes; another tool manages snapshots of root volumes across an AWS account, and automatically snapshotting and applying lifecycle management to root volume snapshots.
Amazon EBS provides persistent block-level storage volumes for use with Amazon EC2 instances. In this technical session, you will discover how Amazon EBS can take your application deployments on EC2 to the next level. Session attendees will learn about the Amazon EBS features and benefits, how to identify applications that are appropriate for use with Amazon EBS, best practices, and details about its performance and volume types. We discuss how to maximize Amazon EBS performance, with a special emphasis on low-latency, high-throughput applications like transactional and NoSQL databases, and big data analysis frameworks like Hadoop and Kafka. We will also dive deep and discuss Elastic Volumes, our latest EBS feature that allows you to dynamically increase capacity, tune performance, and change the type of EBS volumes on the fly. Throughout, we share tips for success.
AWS Webcast - Cost and Performance Optimization in Amazon RDSAmazon Web Services
Amazon RDS makes it easy to set up, operate, and scale relational databases in the cloud. The service offers a variety of options for optimizing the performance level delivered, as well as optimizing your spending. In this webinar, we will show a variety of techniques for implementing the right performance level for your application.
Learning Objectives:
• Understand the Amazon RDS options that change database performance and cost
• Select the appropriate performance and cost level for your specific application Who Should Attend:
• Technical Amazon RDS customers and prospective customers
Overview and Best Practices for Amazon Elastic Block Store - September 2016 W...Amazon Web Services
Amazon Elastic Block Store (Amazon EBS) provides persistent block level storage volumes for use with Amazon EC2 instances. In this technical session, we present the differences between the types of Amazon EBS block storage so that you can best understand which storage type to use for your different application deployments. We discuss how to maximize Amazon EBS performance with a special eye towards low-latency and high-throughput applications. We discuss Amazon EBS encryption and share best practices for Amazon EBS snapshot management. Throughout, we share tips for success.
Learning Objectives:
• Learn about the latest updates to EBS
• Learn about best practices for using EBS.
Who Should Attend:
• Application admins, DBAs, database and big data architects
AWS Webcast - Achieving consistent high performance with Postgres on Amazon W...Amazon Web Services
Postgres is a popular relational database and is the backend of a number of high traffic applications. Join AWS and PalominoDB, the company that helped Obama for America campaign optimize the database infrastructure on AWS, to learn about how you can run high throughput, I/O intensive Postgres clusters on the Amazon EBS storage platform. We will go over best practices including performance, durability and optimization related to deploying Postgres on AWS.
You hear about the best practices learned and applied for the Obama for America campaign.
In this webinar, you will learn about:
- Amazon Elastic Block Store (EBS)
- Why Provisioned IOPS volumes fit the needs of high I/O intensive applications
- Best practices for deploying Postgres on AWS
- How to leverage Provisioned IOPS volumes for Postgres
Amazon RDS for Performance-Intensive Production Applications (DAT301) | AWS r...Amazon Web Services
Learn how to take advantage of Amazon RDS to run highly-available and performance-intensive production applications on AWS. We show you what you can do to achieve the highest levels of availability and performance for your relational databases. You learn how easy it is to architect for these requirements using several Amazon RDS features, such as Multi-AZ deployments, read replicas, and Provisioned IOPS storage. In addition, you learn how to quickly architect for the level of disaster recovery required by your business. Finally, some of our customers share how they built very high performing web and enterprise applications on Amazon RDS.
Using Windows Storage Spaces and iSCSI on Amazon EBSLaroy Shtotland
Using Windows Storage Spaces and iSCSI on Amazon EBS
This presentation discusses using Windows Storage Spaces to pool multiple Amazon EBS volumes into large virtual drives. It describes potential use cases like backing up files to Storage Spaces volumes in AWS. However, Storage Spaces pools lack high availability since each EBS volume can only attach to one server. The presentation also covers security and performance considerations for using Storage Spaces with EBS.
Amazon RDS for MySQL – Diagnostics, Security, and Data Migration (DAT302) | A...Amazon Web Services
Learn how to monitor your database performance closely and troubleshoot database issues quickly using a variety of features provided by Amazon RDS and MySQL including database events, logs, and engine-specific features. You also learn about the security best practices to use with Amazon RDS for MySQL. In addition, you learn about how to effectively move data between Amazon RDS and on-premises instances. Lastly, you learn the latest about MySQL 5.6 and how you can take advantage of its newest features with Amazon RDS.
Running Microsoft and Oracle Stacks on Elastic Block Store (STG303) | AWS re:...Amazon Web Services
Run your Enterprise applications on Elastic Block Store (EBS). This session will discuss how you can leverage the block storage platform (EBS) as you move your Microsoft (SQL Server, Exchange, SharePoint) and Oracle (Databases, E-business Suite, Business Intelligence) workloads onto Amazon Web Services (AWS). The session will cover high availability, performance, and backup/restore best practices
Amazon EBS provides persistent block-level storage volumes for use with Amazon EC2 instances. In this technical session, you will discover how Amazon EBS can take your application deployments on EC2 to the next level. Session attendees will learn about the Amazon EBS features and benefits, how to identify applications that are appropriate for use with Amazon EBS, best practices, and details about its performance and volume types. We discuss how to maximize Amazon EBS performance, with a special emphasis on low-latency, high-throughput applications like transactional and NoSQL databases, and big data analysis frameworks like Hadoop and Kafka. We will also dive deep and discuss Elastic Volumes, our latest EBS feature that allows you to dynamically increase capacity, tune performance, and change the type of EBS volumes on the fly. Throughout, we share tips for success.
Amazon Elastic Block Store (Amazon EBS) provides flexible, persistent storage volumes for use with Amazon EC2 instances. In this technical session, we conduct a detailed analysis of all types of Amazon EBS block storage including General Purpose SSD (gp2) and Provisioned IOPS SSD (io1). Along the way, we will share Amazon EBS best practices for optimizing performance, managing snapshots and securing data.
This document provides an overview and summary of Amazon Elastic Block Store (EBS). It discusses what EBS is, the different EBS volume types including General Purpose SSD, Provisioned IOPS SSD and Magnetic volumes. It covers EBS performance characteristics such as IOPS, throughput, latency and capacity. The document also discusses tools for optimizing EBS performance such as choosing the right EC2 instance type, using EBS-optimized instances, tuning the workload, and monitoring queue depth.
Amazon Elastic Block Store (Amazon EBS) provides persistent block level storage volumes for use with Amazon EC2 instances. In this technical session, we conduct a detailed analysis of the differences among the three types of Amazon EBS block storage: General Purpose (SSD), Provisioned IOPS (SSD), and Magnetic. We discuss how to maximize Amazon EBS performance, with a special eye towards low-latency, high-throughput applications like databases. We discuss Amazon EBS encryption and share best practices for Amazon EBS snapshot management. Throughout, we share tips for success.
AWS re:Invent 2016: Deep Dive on Amazon Elastic Block Store (STG301)Amazon Web Services
In this popular session, you will learn about the latest features and use cases for Amazon EBS, including best practices, an overview of newly introduced features, and brand-new re:Invent announcements. In particular we will cover the expanded portoflio of volume types, including provisioned IOPS, cold storage, and throughput-optimized. This session will help database admins and application architects understand how to blend performance and cost with applicaitns for big data analytics, data warehousing, and transactional and NoSQL databases.
Amazon Elastic Block Store (Amazon EBS) provides persistent block level storage volumes for use with Amazon EC2 instances. In this technical session, we conduct a detailed analysis of the differences among the three types of Amazon EBS block storage: General Purpose (SSD), Provisioned IOPS (SSD), and Magnetic. We discuss how to maximize Amazon EBS performance, with a special eye towards low-latency, high-throughput applications like databases. We discuss the performance implications of our new larger and faster SSD volumes (up to 16 TB with increased max throughput levels), as well as Amazon EBS encryption. Throughout, we share tips for success.
Maximizing EC2 and Elastic Block Store Disk Performance (STG302) | AWS re:Inv...Amazon Web Services
This document discusses optimizing performance for EC2 instances and EBS volumes. It provides guidance on provisioning IOPS for different types of storage workloads and database software. The key recommendations are to use EBS-optimized instances with Provisioned IOPS (PIOPS) volumes for random I/O workloads like databases, size volumes appropriately based on the needed IOPS and throughput, and architect for consistent low latency by adjusting the queue depth.
Amazon Elastic Block Store (Amazon EBS) provides persistent block level storage volumes for use with Amazon EC2 instances. In this technical session, we conduct a detailed analysis of the differences among the three types of Amazon EBS block storage: General Purpose (SSD), Provisioned IOPS (SSD), and Magnetic. We discuss how to maximize Amazon EBS performance, with a special eye towards low-latency, high-throughput applications like databases. We discuss Amazon EBS encryption and share best practices for Amazon EBS snapshot management. Throughout, we share tips for success.
Deep Dive on Amazon EBS Elastic Volumes - March 2017 AWS Online Tech TalksAmazon Web Services
This document provides an overview of Amazon Elastic Block Storage (EBS) elastic volumes, which allow customers to modify existing EBS volumes non-disruptively. The key capabilities include increasing volume size, changing volume types, and increasing or decreasing provisioned IOPS on io1 volumes. The modifications can be made using the AWS Management Console, command line interface, or SDKs. During a modification, volume performance is between the original and target characteristics. Customers should monitor the modification state and may need to extend the file system if increasing volume size. EBS elastic volumes provide an easy way to modify volumes without downtime or performance impact.
High Performance MongoDB on Storage-Optimized AWS EC2MongoDB
1) The document discusses high performance MongoDB deployments on Amazon EC2. It describes the evolution of different EC2 instance types optimized for storage I/O, memory, and hybrid workloads.
2) It analyzes storage options like EBS, EBS PIOPS, and instance storage, providing guidance on when to use each. Cost considerations are also discussed.
3) The document outlines several functional deployment patterns for MongoDB on EC2, including replica sets, sharding, and using the MongoDB Management Service for backups.
Amazon Elastic Block Store (Amazon EBS) provides persistent block level storage for use with Amazon EC2 instances. In this technical session, we will present and demonstrate how you can increase capacity, tune performance, and modify volume types on the fly with the latest Amazon EBS innovation, Elastic Volumes. You will learn how Elastic Volumes can significantly reduce both operational complexity and downtime enabling you to right-size your deployment and dynamically adapt as your business needs change.
Amazon EBS provides highly available, reliable, durable, block-level storage volumes that can be attached to a running instance
EBS as a primary storage device is recommended for data that requires frequent and granular updates for e.g. running a database or filesystems
An EBS volume behaves like a raw, unformatted, external block device that can be attached to a single EC2 instance at a time
EBS volume persists independently from the running life of an instance.
An EBS volume can be attached to any instance within the same Availability Zone, and can be used like any other physical hard drive
Amazon EBS Snapshot is an easy to use feature that backs up your data on an Amazon EBS volume. This session covers filesystem selection (XFS, ext*, etc.), quiescing of the filesystem, tagging of snapshots, and life-cycle management of snapshots. In this session, we introduce two new OSS tools. One tool manages arrays of snapshots using tagging, making it easier to snapshot and recover a RAID array of Amazon EBS volumes; another tool manages snapshots of root volumes across an AWS account, and automatically snapshotting and applying lifecycle management to root volume snapshots.
Amazon EBS provides persistent block-level storage volumes for use with Amazon EC2 instances. In this technical session, you will discover how Amazon EBS can take your application deployments on EC2 to the next level. Session attendees will learn about the Amazon EBS features and benefits, how to identify applications that are appropriate for use with Amazon EBS, best practices, and details about its performance and volume types. We discuss how to maximize Amazon EBS performance, with a special emphasis on low-latency, high-throughput applications like transactional and NoSQL databases, and big data analysis frameworks like Hadoop and Kafka. We will also dive deep and discuss Elastic Volumes, our latest EBS feature that allows you to dynamically increase capacity, tune performance, and change the type of EBS volumes on the fly. Throughout, we share tips for success.
AWS Webcast - Cost and Performance Optimization in Amazon RDSAmazon Web Services
Amazon RDS makes it easy to set up, operate, and scale relational databases in the cloud. The service offers a variety of options for optimizing the performance level delivered, as well as optimizing your spending. In this webinar, we will show a variety of techniques for implementing the right performance level for your application.
Learning Objectives:
• Understand the Amazon RDS options that change database performance and cost
• Select the appropriate performance and cost level for your specific application Who Should Attend:
• Technical Amazon RDS customers and prospective customers
Overview and Best Practices for Amazon Elastic Block Store - September 2016 W...Amazon Web Services
Amazon Elastic Block Store (Amazon EBS) provides persistent block level storage volumes for use with Amazon EC2 instances. In this technical session, we present the differences between the types of Amazon EBS block storage so that you can best understand which storage type to use for your different application deployments. We discuss how to maximize Amazon EBS performance with a special eye towards low-latency and high-throughput applications. We discuss Amazon EBS encryption and share best practices for Amazon EBS snapshot management. Throughout, we share tips for success.
Learning Objectives:
• Learn about the latest updates to EBS
• Learn about best practices for using EBS.
Who Should Attend:
• Application admins, DBAs, database and big data architects
AWS Webcast - Achieving consistent high performance with Postgres on Amazon W...Amazon Web Services
Postgres is a popular relational database and is the backend of a number of high traffic applications. Join AWS and PalominoDB, the company that helped Obama for America campaign optimize the database infrastructure on AWS, to learn about how you can run high throughput, I/O intensive Postgres clusters on the Amazon EBS storage platform. We will go over best practices including performance, durability and optimization related to deploying Postgres on AWS.
You hear about the best practices learned and applied for the Obama for America campaign.
In this webinar, you will learn about:
- Amazon Elastic Block Store (EBS)
- Why Provisioned IOPS volumes fit the needs of high I/O intensive applications
- Best practices for deploying Postgres on AWS
- How to leverage Provisioned IOPS volumes for Postgres
Amazon RDS for Performance-Intensive Production Applications (DAT301) | AWS r...Amazon Web Services
Learn how to take advantage of Amazon RDS to run highly-available and performance-intensive production applications on AWS. We show you what you can do to achieve the highest levels of availability and performance for your relational databases. You learn how easy it is to architect for these requirements using several Amazon RDS features, such as Multi-AZ deployments, read replicas, and Provisioned IOPS storage. In addition, you learn how to quickly architect for the level of disaster recovery required by your business. Finally, some of our customers share how they built very high performing web and enterprise applications on Amazon RDS.
Using Windows Storage Spaces and iSCSI on Amazon EBSLaroy Shtotland
Using Windows Storage Spaces and iSCSI on Amazon EBS
This presentation discusses using Windows Storage Spaces to pool multiple Amazon EBS volumes into large virtual drives. It describes potential use cases like backing up files to Storage Spaces volumes in AWS. However, Storage Spaces pools lack high availability since each EBS volume can only attach to one server. The presentation also covers security and performance considerations for using Storage Spaces with EBS.
Amazon RDS for MySQL – Diagnostics, Security, and Data Migration (DAT302) | A...Amazon Web Services
Learn how to monitor your database performance closely and troubleshoot database issues quickly using a variety of features provided by Amazon RDS and MySQL including database events, logs, and engine-specific features. You also learn about the security best practices to use with Amazon RDS for MySQL. In addition, you learn about how to effectively move data between Amazon RDS and on-premises instances. Lastly, you learn the latest about MySQL 5.6 and how you can take advantage of its newest features with Amazon RDS.
Running Microsoft and Oracle Stacks on Elastic Block Store (STG303) | AWS re:...Amazon Web Services
Run your Enterprise applications on Elastic Block Store (EBS). This session will discuss how you can leverage the block storage platform (EBS) as you move your Microsoft (SQL Server, Exchange, SharePoint) and Oracle (Databases, E-business Suite, Business Intelligence) workloads onto Amazon Web Services (AWS). The session will cover high availability, performance, and backup/restore best practices
Amazon EBS provides persistent block-level storage volumes for use with Amazon EC2 instances. In this technical session, you will discover how Amazon EBS can take your application deployments on EC2 to the next level. Session attendees will learn about the Amazon EBS features and benefits, how to identify applications that are appropriate for use with Amazon EBS, best practices, and details about its performance and volume types. We discuss how to maximize Amazon EBS performance, with a special emphasis on low-latency, high-throughput applications like transactional and NoSQL databases, and big data analysis frameworks like Hadoop and Kafka. We will also dive deep and discuss Elastic Volumes, our latest EBS feature that allows you to dynamically increase capacity, tune performance, and change the type of EBS volumes on the fly. Throughout, we share tips for success.
Amazon Elastic Block Store (Amazon EBS) provides flexible, persistent storage volumes for use with Amazon EC2 instances. In this technical session, we conduct a detailed analysis of all types of Amazon EBS block storage including General Purpose SSD (gp2) and Provisioned IOPS SSD (io1). Along the way, we will share Amazon EBS best practices for optimizing performance, managing snapshots and securing data.
This document provides an overview and summary of Amazon Elastic Block Store (EBS). It discusses what EBS is, the different EBS volume types including General Purpose SSD, Provisioned IOPS SSD and Magnetic volumes. It covers EBS performance characteristics such as IOPS, throughput, latency and capacity. The document also discusses tools for optimizing EBS performance such as choosing the right EC2 instance type, using EBS-optimized instances, tuning the workload, and monitoring queue depth.
Amazon Elastic Block Store (Amazon EBS) provides persistent block level storage volumes for use with Amazon EC2 instances. In this technical session, we conduct a detailed analysis of the differences among the three types of Amazon EBS block storage: General Purpose (SSD), Provisioned IOPS (SSD), and Magnetic. We discuss how to maximize Amazon EBS performance, with a special eye towards low-latency, high-throughput applications like databases. We discuss Amazon EBS encryption and share best practices for Amazon EBS snapshot management. Throughout, we share tips for success.
AWS re:Invent 2016: Deep Dive on Amazon Elastic Block Store (STG301)Amazon Web Services
In this popular session, you will learn about the latest features and use cases for Amazon EBS, including best practices, an overview of newly introduced features, and brand-new re:Invent announcements. In particular we will cover the expanded portoflio of volume types, including provisioned IOPS, cold storage, and throughput-optimized. This session will help database admins and application architects understand how to blend performance and cost with applicaitns for big data analytics, data warehousing, and transactional and NoSQL databases.
This presentation provides an overview of Amazon Elastic Block Store (EBS) and key performance concepts. EBS provides persistent block level storage volumes for use with EC2 instances. It discusses the different volume types (standard and provisioned IOPS), factors that impact performance like block size and queue depth, and best practices for architecting storage for performance and availability. The presentation also provides examples of how enterprises and applications use EBS and guidelines for minimum, production and large-scale usage.
Amazon EBS provides persistent block-level storage volumes for use with Amazon EC2 instances. In this technical session, you will discover how Amazon EBS can take your application deployments on EC2 to the next level. Session attendees will learn about the Amazon EBS features and benefits, how to identify applications that are appropriate for use with Amazon EBS, best practices, and details about its performance and volume types. We discuss how to maximize Amazon EBS performance, with a special emphasis on low-latency, high-throughput applications like transactional and NoSQL databases, and big data analysis frameworks like Hadoop and Kafka. We will also dive deep and discuss Elastic Volumes, our latest EBS feature that allows you to dynamically increase capacity, tune performance, and change the type of EBS volumes on the fly. Throughout, we share tips for success.
Optimize MySQL Workloads with Amazon Elastic Block Store - February 2017 AWS ...Amazon Web Services
As the cloud continues to grow, organizations need IT talent with cloud skills. AWS Certifications validate cloud knowledge with an industry-recognized credential that can help advance your career.
Join this webinar to learn more about why AWS Certifications matter and to hear tips from an AWS expert about how to prepare for certification exams. During this webinar, you’ll hear about the AWS training, self-paced labs, and online resources that can help you on your path toward preparing for any one of our Associate exams including: Solutions Architect, Developer, and SysOps Administrator. We’ll also walk you through sample questions and study tips so you can learn how to think through typical associate-level exam questions. Finally, you’ll have the chance to have your questions answered live by an AWS expert.
Learning Objectives:
• Hear about a recommended preparation path for the career-enhancing AWS associate certification exams
• Learn more about how AWS Training can help you prepare to take the exam
• Hear study tips, work through a practice question, and have your questions answered live
Sizing MongoDB on AWS with Wired Tiger-Patrick and Vigyan-FinalVigyan Jain
This document provides guidance on sizing MongoDB deployments on AWS for optimal performance. It discusses key considerations for capacity planning like testing workloads, measuring performance, and adjusting over time. Different AWS services like compute-optimized instances and storage options like EBS are reviewed. Best practices for WiredTiger like sizing cache, effects of compression and encryption, and monitoring tools are covered. The document emphasizes starting simply and scaling based on business needs and workload profiling.
AWS Summit London 2014 | Maximising EC2 and EBC Performance (400)Amazon Web Services
This advanced technical session is ideal for customers that are looking to maximise the performance of AWS Elastic Block Store (EBS) storage to support workloads with demanding IO performance requirements. If you need to run high IO workloads on EBS such as NoSQL or RBDMS systems then attend this session to find out how to optimise your EBS configuration to enable this.
This document provides best practices for deploying Microsoft SQL Server on Amazon EC2. It discusses using multiple Amazon EBS volumes for tempdb and data files to improve performance. It also covers high availability options like AlwaysOn Availability Groups across Availability Zones and failover cluster instances. The document recommends configuring security groups and network access control lists for security in a VPC.
Amazon EBS provides persistent block storage volumes for use with EC2 instances. EBS volumes exist separately from instances in Availability Zones and can be attached to any instance type. There are several EBS volume types optimized for different use cases including SSD and HDD. EBS also supports automated snapshots for backup and long term archival storage in S3. Security best practices include encrypting EBS volumes using AWS KMS to protect data at rest.
Amazon EBS provides persistent block storage volumes for use with EC2 instances. EBS volumes exist separately from instances in a specific Availability Zone but can only be attached to one instance at a time. EBS volume types include General Purpose SSD, Provisioned IOPS SSD, Throughput Optimized HDD, Cold HDD, and Magnetic. Automating EBS snapshots and encrypting EBS volumes improves data protection and security. Performance optimization requires selecting the appropriate volume type, instance type, and configuration such as EBS optimization and RAID.
10 tips to improve the performance of your AWS applicationAmazon Web Services
As users of the AWS platform it is important that we don't re-invent the wheel and we eliminate the undifferentiated heavy lifting of IT to free up scarce engineering resources that can focus on truly adding value to business-related activities. In this technical session an AWS Solution Architect will take you through a few tip and trick gems, potentially something you didn't know existed, allowing you to more efficiently and securely deploy, utilise and manage the vast array of Amazon Web Services to support your business requirements.
Elastic Block Storage (EBS) is a storage service from AWS that provides persistent block storage volumes for use with EC2 instances. EBS volumes behave like physical hard drives attached to instances and can be mounted, formatted, etc. EBS volumes are available in different types (SSD, magnetic) with varying performance characteristics and pricing. EBS snapshots provide point-in-time copies of volumes stored in S3 for backup/disaster recovery. An upcoming related service is Elastic File System (EFS) which provides a common file system accessible to multiple EC2 instances.
Discover how EBS can take your application deployments on EC2 to the next level. You will learn service features and benefits, how to identify applications that are appropriate for use with EBS, best practices, and details about its performance and volume types.
The document discusses stackArmor's presentation on using MongoDB and Solr on AWS for a customer's ETL processing needs. The customer receives large amounts of data monthly and needed to process it faster at lower cost. StackArmor designed a solution using MongoDB shards, SolrCloud, and Chef automation to meet the customer's goals of processing 5 million records per hour within budget and compliance requirements. Through tuning the design over time, they were able to improve throughput to over 3 million records per hour sustained.
DevOps for ETL processing at scale with MongoDB, Solr, AWS and ChefGaurav "GP" Pal
Large scale data processing for Extract Transform and Loading (ETL) jobs is a very common practice. The stackArmor DevOps team developed a Chef based automation solution to automate the AWS environment provisioning, code deployment and data ingestion processing to ingest and process over 2 TB of Data.
This presentation covers the technologies used, the planning phase, AWS instance selection and optimizing the ETL processing for not only performance but also cost.
The target was to process 500 million rows within 72 hours with a processing rate of 5 million transactions per hour.
The presentation also provides pitfalls and automation optimizations performed to accomplish the targeted processing rates.
The presentation was delivered at the DevOpsDC Meetup on May 17, 2016
AWS Activate webinar - Scalable databases for fast growing startupsAmazon Web Services
Fast growing startups building high scale applications demand a lot from their infrastructure and in particular from their databases. Often, databases become the bottleneck of the startups’ technology stack, with the risk of inhibiting fast growth as they are not easy to set up, operate and scale in the cloud. This webinar focuses on how to build scalable databases in the Cloud and covers how to effectively combine the use of relational, NoSQL, and even data warehouse databases, which have become a reality for startups with the launch of Amazon Redshift.
Key takeaways:
Understand the trade-off between SQL and NoSQL and when to go for a hybrid model.
Best practices in setting up your database in the AWS cloud whether using managed services or managing it yourself.
Learn how to minimize the costs of your database with the right architecture and pricing models.
Who should attend:
DBA’s
Startup CTO’s
Developers
Engineers
Architects
Growth Hackers
In this session we will review Amazon EFS and how it delivers fully managed, petabyte-scale file storage for Amazon EC2 instances. Large scale and consistent performance make Amazon EFS ideal for web and content serving, enterprise applications, media processing, container storage, and Big Data analytics use cases. Session attendees will learn how to identify appropriate applications for use with Amazon EFS, understand performance details and security models, and hear how established customers are using it in production. The target audience is file system administrators, application developers, and application owners that operate or build file-based applications that require consistent latencies at cloud scale.
Design, Deploy, and Optimize SQL Server on AWS - AWS Online Tech TalksAmazon Web Services
Enterprises are quickly moving database workloads like SQL Server to the cloud, but with so many options, the best approach isn’t always obvious. You exercise full control of your SQL Server workloads by running them on Amazon EC2 instances, or leverage Amazon RDS for a fully managed database experience. This session will go deep on best practices and considerations for running SQL Server on AWS. We will cover best practices for deploying SQL Server, how to choose between Amazon EC2 and Amazon RDS, ways to optimize the performance of your SQL Server deployment for different applications types. We review in detail how to provision and monitor your SQL Server databases, and how to manage scalability, performance, availability, security, and backup and recovery, in both Amazon RDS and Amazon EC2.
Similar to Deep Dive: Maximizing Amazon EC2 and Amazon Elastic Block Store Performance (19)
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.
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Indian Premier League (IPL) ---2024.pptxrathinikunj60
The Indian Premier League (IPL) is one of the most prominent and lucrative Twenty20 (T20) cricket leagues in the world. Since its inception in 2008, the IPL has revolutionized the landscape of cricket by blending sports, entertainment, and commerce. This summary provides an overview of the IPL's history, structure, notable performances, controversies, and its impact on cricket and beyond.
History and Formation
The IPL was launched by the Board of Control for Cricket in India (BCCI) in 2008, inspired by the success of domestic T20 leagues like the English T20 Cup and the now-defunct Indian Cricket League (ICL). Lalit Modi, the then Vice-President of BCCI, played a crucial role in conceptualizing and launching the league. The inaugural season kicked off in April 2008 with eight franchises representing different cities in India.
Structure and Format
The IPL follows a franchise-based model, where teams are owned by a mix of corporations, Bollywood stars, and other high-profile individuals. The league originally started with eight teams, although the number has fluctuated over the years due to various reasons including expansions and terminations. As of the latest seasons, the IPL features ten teams.
The tournament format includes a double round-robin stage, where each team plays the others twice, followed by playoffs. The top four teams from the round-robin stage qualify for the playoffs, which consist of two qualifiers, an eliminator, and the final. This format ensures a highly competitive and engaging tournament, culminating in a grand finale to crown the champion.
Teams and Their Evolution
The founding teams of the IPL were:
Chennai Super Kings (CSK)
Delhi Daredevils (now Delhi Capitals)
Kings XI Punjab (now Punjab Kings)
Kolkata Knight Riders (KKR)
Mumbai Indians (MI)
Rajasthan Royals (RR)
Royal Challengers Bangalore (RCB)
Deccan Chargers (now defunct, replaced by Sunrisers Hyderabad)
Over the years, the league has seen new teams such as Pune Warriors India, Kochi Tuskers Kerala, Gujarat Lions, and Rising Pune Supergiant. The most recent additions are the Gujarat Titans and Lucknow Super Giants, introduced in the 2022 season.
Iconic Players and Performances
The IPL has attracted the best talent from around the world, with numerous iconic players making significant contributions. Some of the standout performers include:
Sachin Tendulkar (MI): The "Little Master" brought his legendary status to the IPL, winning the Orange Cap (top run-scorer) in 2010.
Chris Gayle (RCB, KXIP): Known for his explosive batting, Gayle holds the record for the highest individual score in an IPL match (175*).
MS Dhoni (CSK): Dhoni's leadership has been instrumental in CSK's success, leading them to multiple titles.
AB de Villiers (RCB): Renowned for his innovative stroke play, de Villiers has been a consistent match-winner.
Virat Kohli (RCB): The highest run-scorer in IPL history, Kohli's batting prowess is unmatched.
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Playing this fast-paced game, you control a small cube that has to get through stages that get harder by avoiding spikes, obstacles, and dangerous gaps while keeping up a fast pace. Though, it's important to remember that Geometry Dash isn't a simple game to get good at. No matter what mistake you make, you will face a tough position and have to start at the beginning.
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7. What is EBS?
• Network block storage
• Designed for five nines of availability
• Attaches to Amazon EC2 within the same
Availability Zone
• Provides point-in-time snapshots to
Amazon S3
8. More about EBS
• It’s a service!
• It’s independent of EC2
• It has regional and AZ availability goals
– All EBS volumes are designed for 99.999% availability
• Over 1.5 million volumes are created per day
9. A few definitions…
• IOPS: Input/output operations per second (#)
• Throughput: Read/write rate to storage (MB/s)
• Latency: Delay between request and completion (ms)
• Capacity: Volume of data that can be stored (GB)
• Block size: Size of each I/O (KB)
10. EBS volume types
• General Purpose (SSD)
• Provisioned IOPS (SSD)
• Magnetic
When performance matters, use SSD-backed volumes
11. EBS SSD volumes
• Applies to both General Purpose and
Provisioned IOPS
• IOPS measured up to 256 KB
• Single-digit ms latency
• Designed for 99.999% availability
12. EBS General Purpose volumes (SSD)
New default volume type for EBS
Every volume can burst up to 3,000 IOPS
• Larger volumes can burst for longer periods
3 IOPS per GB baseline performance,
maximum of 10,000 IOPS
99% performance consistency
Up to 160 MB/s throughput
14. (2) Max I/O credit per bucket is 5.4M
(1) Always accumulating 3
IOPS per GB per second
(3) You can spend up to
3000 IOPS per second
Understanding General Purpose (SSD) bursting
Baseline performance = 3 IOPS per GB
15. Minutes to empty a full I/O credit bucket for various volume sizes
The larger the volume, the longer it takes to empty the I/O credit bucket
1 TB or larger volume will never exhaust its I/O credit bucket
16. Minutes to empty a full I/O credit bucket for various sizes
The larger the volume, the longer it takes to empty the I/O credit bucket
1 TB or larger volume will never exhaust its I/O credit bucket
17. General Purpose (SSD) volumes example
Microsoft Windows 30 GB boot volume:
• Gets initial I/O credit of 5.4M
• Could burst for up to 30 mins @ 3000 IOPS
• Always accumulating 90 I/O credits per
second
18. Improved instance boot time
m3.medium
Volume type Boot time Access time OS
GP2 3:31 4:33 Windows Server
2012
Magnetic 4:30 7:16 Windows Server
2012
GP2 0:36 0:45 CentOS6
Magnetic 0:57 1:16 CentOS6
40% Reduction in boot times by using General Purpose SSD
19. Database volume
1 TB PIOPS volume with 4K IOPS = $526.40 per month per volume
GP2 1 TB volume with 3000 IOPS = $102.40
GP2 2 x 500 GB volume at 3K, Burst to 6K = $102.40
80% cost savings, 50% more peak I/O with
General Purpose SSD
20. Guidelines for sizing General Purpose (SSD)
volumes
Generic boot, developer, test/dev, and web apps:
Provision GB required for your applications
Database apps:
1. Calculate the IOPS required in steady state
2. Perform this calculation: (steady state IOPS) ÷ 3 = GB to
provision
Note: I/O bursts will support:
• Database load or table scan operations
• Spike in I/O workload
20
21. EBS PIOPS (SSD) volumes
• Best for I/O intensive databases that require highest
consistency
• Throughput up to 320 MB/sec
• Provision up to 20,000 IOPS per volume
(supports IOPS:GB ratio of 30)
• Designed for 99.9% performance consistency
22. EBS Magnetic volumes
• Best for cold workloads (rarely accessed data that needs
always-on access)
• IOPS: ~100 IOPS steady-state, with best-effort bursts
• Throughput: variable by workload, best effort to 10s of MBs
• Latency: Varies, reads typically ~20-40 ms, writes typically
~2-10 ms
23. EBS volume types - summary
General Purpose (SSD) Provisioned IOPS (SSD) Magnetic
Recommend use cases
Boot volumes
Small to med DBs
Dev and test
I/O-intensive workloads
Large DBs
Cold storage
Storage media SSD-backed SSD-backed Magnetic-backed
Volume size 1 GB - 16 TB 4 GB - 16 TB 1 GB - 1 TB
Max IOPS per volume 10,000 IOPS 20,000 IOPS ~100 IOPS
Burst < 1 TB to 3000 IOPS baseline baseline
Read and write peak throughput 160 MB/s 320 MB/s ~50-90 MBps
Max IOPS per node (16k) 48,000 48,000 48,000
Peak throughput node 800 MB/s 800 MB/s 800 MB/s
Latency (random read) 1-2 ms 1-2 ms 20-40 ms
API Name gp2 io1 standard
Price* $.10/GB-month
$.125/GB-month
$.065/provisioned IOPS
$.05/GB-month
$.05/ 1M I/O
24. Why is General Purpose SSD the default?
High baseline level of performance
Burst to higher level of IOPS
Single, capacity-based pricing dimension
• Makes forecasting very easy
• Eliminates sizing complexity
Attractive price/gigabyte/price/IOPS density
26. Migrating to General Purpose (SSD) volumes
Change volume type during launch
Use EBS snapshots
You may be able to resize the file system
Use General Purpose (SSD) sizing guide
27. Benefits of using EBS snapshots
More durable than an EBS volume
• Stored in Amazon S3
Differential (space-efficient)
• First snapshot is a clone
• Pay only for what you use
Availability Zone-independent
• Clone into any AZ
Can be copied efficiently across regions
28. Tagging snapshots
Use tags to add
metadata to snapshots:
• Type (daily, weekly)
• Version
• Instance ID
• Volume ID
• Application stack
30. Queuing theory – Little’s law
Little’s law is the foundation for performance
tuning theory
• Mathematically proven by John Little in 1961
L = A * W
L = Queue length = average number of requests waiting
A = Arrival rate = the rate of requests arriving
W = Wait time = average wait time
EBS performance is related to this law
31. Performance optimization is measured by:
IOPS: Read/write I/O rate (IOPS)
Latency: Time between I/O submission
and completion (ms)
Throughput: Read/write transfer rate
(MB/s); throughput = IOPS X I/O size
32. Four key components of performance optimization
1. EC2 instance
2. I/O
4. EBS
3. Network
link
33. Tools available for performance tuning:
1. EC2 instance: Network bandwidth (Mbps)
2. EBS-optimized instance: EC2 instance option (On/Off)
3. Workload: Block size, read/write ratio, serialization
4. Queue depth: The number of outstanding I/Os
5. RAID: Stripe volumes to maximize performance
6. Pre-warming: Eliminate first-touch penalty
34. 1. EC2 instance
Compute-optimized – C3,C4
Memory-optimized – R3
General-Purpose – M3
EBS
EC2
Select the EC2 instance that has the right network,
RAM, and CPU resources for your applications
35. 2. EBS-optimized instance
Most instance families support the EBS-optimized flag
EBS-optimized instances now support up to 4 GB/s
• Drive 32,000 16K IOPS or 500 MB/s
EC2 *.8xlarge instances support 10 Gb/s network
Max IOPS per node supported is ~48,000 IOPS @ 16K I/O
37. 3. Workload
I/O size:
• 4 KB to 64 MB
I/O pattern:
• Sequential and random
I/O type:
• Read and write
I/O concurrency:
• Number of concurrent I/O
EBS SSD-backed volumes measure I/O size up to 256 KB
EBS SSD-backed volumes deliver same performance for read and write
38. EBS IOPS and throughput limits
20,000 IOPS
PIOPS volume
20,000 IOPS
320 MB/s
throughput
You can achieve 20,000 IOPS when
driving smaller I/O operations
You can achieve up to 320 MB/s
when driving larger I/O operations
39. EBS IOPS and throughput limits
8,000 IOPS
PIOPS volume
8,000 IOPS
320 MB/s
throughput
8,000 x 64 KB=512 MB/s
1,250 x 256 KB = 320 MB/s
8,000 X 8 KB = 64 MB/s
8,000 X 16 KB = 128 MB/s
16,000 x 8 KB = 128 MB/s
8,000 x 32 KB = 256 MB/s
40. Block (I/O) size determines whether your
application is IOPS bound or throughput bound
41. 4. Queue depth
An I/O operation
EBS
After it’s gone, it’s gone
EC2
Queue depth is the pending I/O for a volume
43. I/O latency
• Elapsed time between I/O submission and its completion
time
• Performance requirements may be driven by IOPS or
latency or both
• There is an interdependency among IOPS, queue depth,
and latency
55. Optimal queue depth to achieve lower latency and highest IOPS
is typically between 4-8; ~1 queue depth per 500 IOPS
EBS-optimized instances provide consistent latency experience
Use SSD volumes with latest-generation EC2 instances
56. 5. RAID
Increases performance, or capacity, or both
Over 320 MB/sec or 20K IOPS, striping needed
Don’t mix volume types
Typically RAID 0 or LVM stripe
Avoid RAID for redundancyEBS
EC2
57. Maximum performance per instance
How should you think about taking snapshots on a striped volume?
• Quiesce file systems and take snapshot
• Unmount file system and take snapshot
• Use OS-specific tools
12×400 GB PIOPS, pre-warmed, RAID 0 LVM, stripe size 128 KB, attached to CR1 instance
59. 6. Pre-warming
• Eliminates first-access penalty
• Typically 5%, extreme worst case of 50% performance reduction in IOPS and latency
when volumes are used without pre-warming:
– Performance is as provisioned when all the chunks are accessed
• Recommendations before benchmarking:
– For new volumes:
• Linux: DD write
• Windows: NTFS full format
– Takes roughly an hour to pre-warm 1 TB PIOPS/General Purpose (SSD) volumes
• Always check latest documentation
http://docs.aws.amazon.com/AWSEC2/latest/UserGuide/ebs-prewarm.html
60. Use large block size to speed up your pre-warming
Example: sudo dd if=/dev/xvdf
of=/dev/xvdf conv=notrunc bs=1M
61. Final tips
• Try to use Ext4 or XFS
• Alignment can matter; check tools use 4k
62. Workload/
software
Typical block
size
Random/
Seq?
Max EBS @ 500
MB/s instances
Max EBS @
1 GB/s instances
Max EBS @ 10 GB/s
instances
Oracle DB Configurable:2 KB
–16 KB
Default 8 KB
random ~7,800 IOPS ~15,600 IOPS ~48,000 IOPS
Microsoft SQL
Server
8 KB w/ 64 KB
extents
random ~7,800 IOPS ~15,600 IOPS ~48,000 IOPS
MySQL 16 KB random ~4,000 IOPS ~7,800 IOPS ~48,000 IOPS
PostgreSQL 8 KB random ~7,800 IOPS ~15,600 IOPS ~48,000 IOPS
MongoDB 4 KB serialized ~15,600 IOPS ~31,000 IOPS ~48,000 IOPS
Apache
Cassandra
4 KB random ~15,600 IOPS ~31,000 IOPS ~48,000 IOPS
GlusterFS 128 KB sequential ~500 IOPS ~1,000 IOPS ~6,000 IOPS
Cheat sheet sample: Storage workloads on AWS
66. Why encrypt data volumes?
Security:
Protects against someone who might gain unauthorized physical access to the volume
Can help with internal or external compliance efforts:
• Chief Information Security Officer wants encryption to protect sensitive corporate
data
• 3rd-party auditors want to see evidence that sensitive customer data is encrypted
Ease of use and operating cost reduction:
Unlike open-source or 3rd-party solutions, such as Trend Micro SecureCloud, SafeNet
ProtectV, etc., EBS encryption offers:
• “Checkbox” encryption at no extra cost
• Automated, secure key management
67. AWS KMS
• A service that simplifies encrypting data and managing keys
• Allows customers to create, use, and manage encryption keys from
within their own applications and supported AWS services (Amazon S3,
EBS, Amazon Redshift)
• Key management functions include:
• Create, enable, disable, rotate, and define usage policy on master keys
• Generate a data key that can be exported from the service after it’s
encrypted by a master key
• Audit use of master keys in AWS CloudTrail
• Available in 9 commercial regions
69. How AWS services integrate with AWS KMS
2-tiered key hierarchy using envelope
encryption
Unique data key encrypts customer data
AWS KMS master keys encrypt data keys
Benefits of envelope encryption:
• Limits risk of a compromised data key
• Better performance for encrypting large data
• Easier to manage a small number of master
keys than millions of data keys
Master key(s)
Data key 1
S3 object EBS
volume
Amazon
Redshift
cluster
Data key 2 Data key 3 Data key 4
Custom
application
KMS
70. Summary
Use encryption if
you need it
Take snapshotsSelect the right
instance for your
workload
Select the right
volume for your
workload