Being able to rapidly iterate on, build, and test your code is key to being a productive developer. Without local automation, working with the numerous platforms and technologies in your stack can become very frustrating. In this webinar, Ben Bromhead CTO of Instaclustr will explore best practices to easily integrate Apache CassandraTM into your development workflow, so you spend more time writing good code and less time fighting your environment.
SQL Azure for ISUG(SQL Server Israeli User Group)Pini Krisher
This document provides an overview of SQL Azure and discusses key topics including:
- What is Platform as a Service (PaaS) and how SQL Azure fits within Azure's PaaS offerings.
- Key aspects of SQL Azure including the portals, performance tiers, versions, security features, limitations compared to on-premise SQL Server, pricing, and pros/cons.
- Additional Azure data services like Storage, Virtual Machines, DocumentDB, Tables, Hadoop, and BI.
This document discusses backup and restore in MySQL Cluster. It provides an overview of logging and checkpointing for durability. It also describes how recovery works during a node restart by restoring the latest local checkpoint and replaying the log. Finally, it discusses using the ndb_mgm and ndb_restore tools to backup and restore cluster data and metadata.
RedisDay London 2018 - Stack Overflow's Next Steps in RedisRedis Labs
Stack Overflow currently uses Redis for its distributed cache, buffering high-volume operations, work queues, message distribution, and storing transient data across multiple local and geo-distributed replicas for redundancy. The document discusses Stack Overflow's plans to upgrade its Redis infrastructure including migrating to newer Redis versions for new features, upgrading applications and libraries to .NET Core, and improving high availability through Redis clustering. The future opportunities that Redis upgrades provide for both Stack Overflow and its library consumers are also noted.
Scylla Summit 2022: Rakuten’s Catalog Platform Migration from Cassandra to Sc...ScyllaDB
The RCP/Rakuten Catalog Platform has been growing at a brisk speed over the last couple of years. Our original backbone was Cassandra. However, as they continued their growth, they internally started realizing that it was not suitable for our next stage of growth.
As such, they started looking into ScyllaDB as a better ROI solution as well as a much more stable backend. The migration itself was challenging since this has to be done for a production live data processing pipeline with minimal impact on customers. In this talk, Hitesh Shah, Engineering Manager at Rakuten USA will dive deeper into challenges and takeaways.
To watch all of the recordings hosted during Scylla Summit 2022 visit our website here: https://www.scylladb.com/summit.
Scalablity and benchmark in mysql performanceAmrendra Kumar
The document discusses MySQL performance, scalability, and benchmarks. It emphasizes the importance of monitoring MySQL performance and understanding workload limits. It also discusses how to test the scalability of a single MySQL instance by increasing hardware resources and measuring throughput. Finally, it provides examples of common benchmarking tools used to test MySQL performance, such as Sysbench, DBT2, and iiBench, and benchmarks showing over 1.8 million queries per second for point selects on MySQL 5.7.
RedisDay London 2018 - Layered Orchestration & Redis Enterprise for fun and p...Redis Labs
This document discusses layered orchestration of Redis Enterprise using Kubernetes and Pivotal Cloud Foundry. It describes how Redis Enterprise provides a highly available, scalable database solution that can run on orchestration platforms. Layered orchestration involves Redis Enterprise managing resources internally within containers, while the external orchestrator handles tasks like pod scheduling and scaling. This allows Redis Enterprise to maintain high performance while supporting different deployment environments. The document also outlines Redis Labs' journey to using Kubernetes operators to deploy Redis Enterprise, providing full control over the lifecycle in a Kubernetes-compatible way.
History of Engine Yard's relationship with PostgreSQL. How we went from minimal PostgreSQL support to making it our new default.
Video is available here: http://www.youtube.com/watch?v=sFfJjfOk9NA
Being able to rapidly iterate on, build, and test your code is key to being a productive developer. Without local automation, working with the numerous platforms and technologies in your stack can become very frustrating. In this webinar, Ben Bromhead CTO of Instaclustr will explore best practices to easily integrate Apache CassandraTM into your development workflow, so you spend more time writing good code and less time fighting your environment.
SQL Azure for ISUG(SQL Server Israeli User Group)Pini Krisher
This document provides an overview of SQL Azure and discusses key topics including:
- What is Platform as a Service (PaaS) and how SQL Azure fits within Azure's PaaS offerings.
- Key aspects of SQL Azure including the portals, performance tiers, versions, security features, limitations compared to on-premise SQL Server, pricing, and pros/cons.
- Additional Azure data services like Storage, Virtual Machines, DocumentDB, Tables, Hadoop, and BI.
This document discusses backup and restore in MySQL Cluster. It provides an overview of logging and checkpointing for durability. It also describes how recovery works during a node restart by restoring the latest local checkpoint and replaying the log. Finally, it discusses using the ndb_mgm and ndb_restore tools to backup and restore cluster data and metadata.
RedisDay London 2018 - Stack Overflow's Next Steps in RedisRedis Labs
Stack Overflow currently uses Redis for its distributed cache, buffering high-volume operations, work queues, message distribution, and storing transient data across multiple local and geo-distributed replicas for redundancy. The document discusses Stack Overflow's plans to upgrade its Redis infrastructure including migrating to newer Redis versions for new features, upgrading applications and libraries to .NET Core, and improving high availability through Redis clustering. The future opportunities that Redis upgrades provide for both Stack Overflow and its library consumers are also noted.
Scylla Summit 2022: Rakuten’s Catalog Platform Migration from Cassandra to Sc...ScyllaDB
The RCP/Rakuten Catalog Platform has been growing at a brisk speed over the last couple of years. Our original backbone was Cassandra. However, as they continued their growth, they internally started realizing that it was not suitable for our next stage of growth.
As such, they started looking into ScyllaDB as a better ROI solution as well as a much more stable backend. The migration itself was challenging since this has to be done for a production live data processing pipeline with minimal impact on customers. In this talk, Hitesh Shah, Engineering Manager at Rakuten USA will dive deeper into challenges and takeaways.
To watch all of the recordings hosted during Scylla Summit 2022 visit our website here: https://www.scylladb.com/summit.
Scalablity and benchmark in mysql performanceAmrendra Kumar
The document discusses MySQL performance, scalability, and benchmarks. It emphasizes the importance of monitoring MySQL performance and understanding workload limits. It also discusses how to test the scalability of a single MySQL instance by increasing hardware resources and measuring throughput. Finally, it provides examples of common benchmarking tools used to test MySQL performance, such as Sysbench, DBT2, and iiBench, and benchmarks showing over 1.8 million queries per second for point selects on MySQL 5.7.
RedisDay London 2018 - Layered Orchestration & Redis Enterprise for fun and p...Redis Labs
This document discusses layered orchestration of Redis Enterprise using Kubernetes and Pivotal Cloud Foundry. It describes how Redis Enterprise provides a highly available, scalable database solution that can run on orchestration platforms. Layered orchestration involves Redis Enterprise managing resources internally within containers, while the external orchestrator handles tasks like pod scheduling and scaling. This allows Redis Enterprise to maintain high performance while supporting different deployment environments. The document also outlines Redis Labs' journey to using Kubernetes operators to deploy Redis Enterprise, providing full control over the lifecycle in a Kubernetes-compatible way.
History of Engine Yard's relationship with PostgreSQL. How we went from minimal PostgreSQL support to making it our new default.
Video is available here: http://www.youtube.com/watch?v=sFfJjfOk9NA
This document provides an overview of MySQL, including its architecture, features, best features, replication types, and use cases. MySQL is an open-source relational database that is popular, easy to use, supports multiple platforms, and is well-suited for web and e-commerce applications. The document discusses MySQL's architecture, features like transactions and indexing, and replication capabilities. It also provides references for further reading on MySQL optimization, backups, replication, and load balancing.
RedisDay London 2018 - How Redis Powers BBC Online's Biggest PagesRedis Labs
Redis powers many critical functions for BBC Online's biggest pages, including acting as a content cache, metadata store, and queue. It allows BBC to build a flexible platform of nanoservices that maximize reuse, speed, reliability and scalability. Redis' performance enables BBC to handle large audiences reliably and build new features faster, benefiting both developers and audiences.
- Adam Zegelin is the co-founder and Chief Architect of Instaclustr, which provides Cassandra-as-a-Service.
- Cassandra is a distributed database modeled after Dynamo that allows for linear scalability and high availability through replication across multiple servers.
- Data is partitioned and replicated across nodes, so adding more nodes increases capacity and redundancy, with no single point of failure.
RedisDay London 2018 - Redis & BioCatch Catching the Bad Guys in Action with ...Redis Labs
BioCatch is a company that uses behavioral biometrics to continuously authenticate users and detect cyber threats during online sessions. They store behavioral data, user profiles, fraud profiles, geolocation data, and system configurations in Redis. Redis allows BioCatch to decouple compute and state, making their system more elastic and fault tolerant. It serves as the single source of truth for their data. BioCatch uses Redis to store over 3TB of data across 28 servers in 3 clusters, handling over 70,000 operations per second with an average latency of 0.28ms and zero downtime in two years. They plan to further leverage Redis' capabilities like active-active geo replication, graphs, and streams.
This document summarizes the author's first 90 days of experience with Vitess, an open source database proxy. It provides an overview of Vitess, including that it sits between applications and MySQL to provide routing, query consolidation, and other features. It also discusses Vitess terminology, questions about MySQL compatibility, consistency models, and other quirks and features. The document concludes with a discussion of the best use cases for Vitess and areas where it could be improved.
1) The document discusses different technology stacks and hosting options for websites, including LAMP (Linux, Apache, MySQL, PHP), LEMP (Linux, Nginx, Percona, PHP-FPM, Exim), dedicated servers, and cloud servers.
2) It provides an overview of components in the LEMP stack such as Nginx, Percona, and PHP-FPM, noting their advantages over traditional components like Apache and MySQL, including increased performance.
3) The document emphasizes the importance of choosing the right hosting solution based on the needs and merits of the specific website, considering factors like cost, reliability, performance, flexibility, and administration.
This document provides an overview of use case scenarios for ProxySQL, a database proxy that can improve scalability, high availability, and manageability of MySQL database operations. It describes how ProxySQL can be used for connection pooling and sharding to improve scalability, seamless failover and load balancing for high availability, and advanced query capabilities like caching, rewriting, and throttling queries. The document also provides examples of how companies have implemented ProxySQL to reduce load on databases and handle heavy workloads.
Vitess: Scalable Database Architecture - Kubernetes Community Days Africa Ap...Alkin Tezuysal
Vitess is an open source database clustering system for horizontally scaling MySQL and MariaDB databases. It uses a control plane of proxies (vtgates), backend servers (vttablets), and a topology server to transparently route queries to the correct databases and shards. This allows a Vitess deployment to span multiple database clusters and provide a single entry point, while maintaining high availability and enabling operations like resharding and backup/recovery. Vitess has gained adoption by companies like GitHub and Square to scale their MySQL infrastructures on Kubernetes.
This talk will cover lessons learned at Community Engine regarding MongoDB, including: why we moved away from an Hybrid solution using SQL and MongoDB; an outline of the technologies and what we learned using MongoDB on Amazon Web Services; the MongoDB C# driver; MongoDB with SOLR for Full Text Search; how we do migration, deployment and more.
mParticle's Journey to Scylla from CassandraScyllaDB
mParticle processes 50 billion monthly messages and needed a data store that provides full availability and performance. They previously used Cassandra but faced issues with high latency, complicated tuning, and backlogs of up to 20 hours. They tested Scylla and found it provided significantly lower latency and compaction backlogs with minimal tuning needed. Scylla also offered knowledgeable support. mParticle migrated their data from Cassandra to Scylla, which immediately kept up with their data loads with little to no backlog.
RedisDay London 2018 - How We Run Redis in Multiple Datacenters Redis Labs
Shopify runs Redis across multiple datacenters to support its multi-tenant e-commerce platform. Redis is used for caching, queuing background jobs, and sharing data between regions. To enable redundancy, Shopify uses separate Redis instances in each datacenter and has processes for failing over from a primary to secondary datacenter if needed. The system is designed to be resilient and tolerate component failures through graceful fallbacks and avoiding single points of failure.
Getting started in the cloud for developersMariaDB plc
Looking to get up and running in the cloud, and start building applications with MariaDB as fast as possible? In this session, Thomas Boyd walks through the quick-start process of deploying MariaDB in the most popular public clouds. He then touches on some of the essential differences between cloud database services, helping you to create the cloud database strategy that best meets your needs.
Scylla Summit 2022: Stream Processing with ScyllaDBScyllaDB
Palo Alto Networks processes terabytes of events each day. One of their many challenges is to understand which of those events (which might come from various different sensors) actually describe the same story but from many different viewpoints.
Traditionally, such a system would need some sort of a database to store the events, and a message queue to notify consumers about new events that arrived into the system. They wanted to mitigate the cost and operational overhead of deploying yet another stateful component to their system, and designed a solution that uses ScyllaDB as the database for the events *and* as a message queue that allows our consumers to consume the correct events each time. Join this talk with Daniel Belenky, Principal Software Engineer, Palo Alto Networks where he will walk you through their process.
To watch all of the recordings hosted during Scylla Summit 2022 visit our website here: https://www.scylladb.com/summit.
This document discusses server and code architectures that can scale easily as an application grows. It presents different server setup structures (linear, diamond, fan-out, multi-fan) and strategies for scaling web/API servers using Node.js. It also covers data storage options and how to scale storage. The key is to design architectures that can grow horizontally by expanding to other servers rather than only vertically by increasing the resources of a single server.
ScyllaDB CTO Avi Kivity looks at the present state of Scylla's capabilities, and offers a glimpse of what's to come. From incremental compaction strategy to take advantage of newer, denser nodes, to data transformations with User Defined Functions (UDFs) and User Defined Aggregates (UDAs), ScyllaDB continues to expand its horizons for capabilities, use cases and APIs.
Scylla Cloud on Display: Functionality, Performance and DemosScyllaDB
Join us for a session showcasing Scylla Cloud and how easy it is to integrate and connect with your applications and forget about all aspects of managing, securing, scaling and maintaining a distributed, always-on database. We will demo Scylla Cloud and present deployment and account options over various cloud providers.
Scylla Summit 2018: Scylla Feature Talks - Gains by Using Scylla-Specific Dri...ScyllaDB
Scylla offers full compatibility with Cassandra, meaning any Cassandra application works unmodified with Scylla using the standard drivers available to the community. While this will still be the case, there are many gains to be had by using Scylla-specific drivers. Those drivers will work with both Cassandra and Scylla but upon detecting scylla-specific features they will able to unleash many performance optimizations. In this talk we will ll cover which scenarios will benefit from the Scylla drivers and what’s coming next.
Oracle's strategy for MySQL is to make it a complete, open, and integrated part of their product portfolio. Key points include continued investment in MySQL to improve performance, scalability, and integration with other Oracle products. MySQL 5.5 offers significant performance gains over previous versions.
Oracle's strategy for MySQL is to make it a complete, open, and integrated part of their product portfolio. Key points include continued investment in MySQL to improve performance, scalability, and integration with other Oracle products. MySQL 5.5 offers significant performance gains over previous versions.
This document discusses handling massive writes for online transaction processing (OLTP) systems. It begins with an introduction and overview of the topics to be covered, including terminology, differences between massive reads versus writes, and potential solutions using relational databases, NoSQL databases, and code optimizations. Specific solutions discussed for massive writes include using memory, fast disks, caching, column-oriented databases, SQL tuning, database partitioning, reading from slaves, and sharding or splitting data across multiple databases. The document provides pros and cons of each approach and examples of performance improvements observed.
This document provides an overview of MySQL, including its architecture, features, best features, replication types, and use cases. MySQL is an open-source relational database that is popular, easy to use, supports multiple platforms, and is well-suited for web and e-commerce applications. The document discusses MySQL's architecture, features like transactions and indexing, and replication capabilities. It also provides references for further reading on MySQL optimization, backups, replication, and load balancing.
RedisDay London 2018 - How Redis Powers BBC Online's Biggest PagesRedis Labs
Redis powers many critical functions for BBC Online's biggest pages, including acting as a content cache, metadata store, and queue. It allows BBC to build a flexible platform of nanoservices that maximize reuse, speed, reliability and scalability. Redis' performance enables BBC to handle large audiences reliably and build new features faster, benefiting both developers and audiences.
- Adam Zegelin is the co-founder and Chief Architect of Instaclustr, which provides Cassandra-as-a-Service.
- Cassandra is a distributed database modeled after Dynamo that allows for linear scalability and high availability through replication across multiple servers.
- Data is partitioned and replicated across nodes, so adding more nodes increases capacity and redundancy, with no single point of failure.
RedisDay London 2018 - Redis & BioCatch Catching the Bad Guys in Action with ...Redis Labs
BioCatch is a company that uses behavioral biometrics to continuously authenticate users and detect cyber threats during online sessions. They store behavioral data, user profiles, fraud profiles, geolocation data, and system configurations in Redis. Redis allows BioCatch to decouple compute and state, making their system more elastic and fault tolerant. It serves as the single source of truth for their data. BioCatch uses Redis to store over 3TB of data across 28 servers in 3 clusters, handling over 70,000 operations per second with an average latency of 0.28ms and zero downtime in two years. They plan to further leverage Redis' capabilities like active-active geo replication, graphs, and streams.
This document summarizes the author's first 90 days of experience with Vitess, an open source database proxy. It provides an overview of Vitess, including that it sits between applications and MySQL to provide routing, query consolidation, and other features. It also discusses Vitess terminology, questions about MySQL compatibility, consistency models, and other quirks and features. The document concludes with a discussion of the best use cases for Vitess and areas where it could be improved.
1) The document discusses different technology stacks and hosting options for websites, including LAMP (Linux, Apache, MySQL, PHP), LEMP (Linux, Nginx, Percona, PHP-FPM, Exim), dedicated servers, and cloud servers.
2) It provides an overview of components in the LEMP stack such as Nginx, Percona, and PHP-FPM, noting their advantages over traditional components like Apache and MySQL, including increased performance.
3) The document emphasizes the importance of choosing the right hosting solution based on the needs and merits of the specific website, considering factors like cost, reliability, performance, flexibility, and administration.
This document provides an overview of use case scenarios for ProxySQL, a database proxy that can improve scalability, high availability, and manageability of MySQL database operations. It describes how ProxySQL can be used for connection pooling and sharding to improve scalability, seamless failover and load balancing for high availability, and advanced query capabilities like caching, rewriting, and throttling queries. The document also provides examples of how companies have implemented ProxySQL to reduce load on databases and handle heavy workloads.
Vitess: Scalable Database Architecture - Kubernetes Community Days Africa Ap...Alkin Tezuysal
Vitess is an open source database clustering system for horizontally scaling MySQL and MariaDB databases. It uses a control plane of proxies (vtgates), backend servers (vttablets), and a topology server to transparently route queries to the correct databases and shards. This allows a Vitess deployment to span multiple database clusters and provide a single entry point, while maintaining high availability and enabling operations like resharding and backup/recovery. Vitess has gained adoption by companies like GitHub and Square to scale their MySQL infrastructures on Kubernetes.
This talk will cover lessons learned at Community Engine regarding MongoDB, including: why we moved away from an Hybrid solution using SQL and MongoDB; an outline of the technologies and what we learned using MongoDB on Amazon Web Services; the MongoDB C# driver; MongoDB with SOLR for Full Text Search; how we do migration, deployment and more.
mParticle's Journey to Scylla from CassandraScyllaDB
mParticle processes 50 billion monthly messages and needed a data store that provides full availability and performance. They previously used Cassandra but faced issues with high latency, complicated tuning, and backlogs of up to 20 hours. They tested Scylla and found it provided significantly lower latency and compaction backlogs with minimal tuning needed. Scylla also offered knowledgeable support. mParticle migrated their data from Cassandra to Scylla, which immediately kept up with their data loads with little to no backlog.
RedisDay London 2018 - How We Run Redis in Multiple Datacenters Redis Labs
Shopify runs Redis across multiple datacenters to support its multi-tenant e-commerce platform. Redis is used for caching, queuing background jobs, and sharing data between regions. To enable redundancy, Shopify uses separate Redis instances in each datacenter and has processes for failing over from a primary to secondary datacenter if needed. The system is designed to be resilient and tolerate component failures through graceful fallbacks and avoiding single points of failure.
Getting started in the cloud for developersMariaDB plc
Looking to get up and running in the cloud, and start building applications with MariaDB as fast as possible? In this session, Thomas Boyd walks through the quick-start process of deploying MariaDB in the most popular public clouds. He then touches on some of the essential differences between cloud database services, helping you to create the cloud database strategy that best meets your needs.
Scylla Summit 2022: Stream Processing with ScyllaDBScyllaDB
Palo Alto Networks processes terabytes of events each day. One of their many challenges is to understand which of those events (which might come from various different sensors) actually describe the same story but from many different viewpoints.
Traditionally, such a system would need some sort of a database to store the events, and a message queue to notify consumers about new events that arrived into the system. They wanted to mitigate the cost and operational overhead of deploying yet another stateful component to their system, and designed a solution that uses ScyllaDB as the database for the events *and* as a message queue that allows our consumers to consume the correct events each time. Join this talk with Daniel Belenky, Principal Software Engineer, Palo Alto Networks where he will walk you through their process.
To watch all of the recordings hosted during Scylla Summit 2022 visit our website here: https://www.scylladb.com/summit.
This document discusses server and code architectures that can scale easily as an application grows. It presents different server setup structures (linear, diamond, fan-out, multi-fan) and strategies for scaling web/API servers using Node.js. It also covers data storage options and how to scale storage. The key is to design architectures that can grow horizontally by expanding to other servers rather than only vertically by increasing the resources of a single server.
ScyllaDB CTO Avi Kivity looks at the present state of Scylla's capabilities, and offers a glimpse of what's to come. From incremental compaction strategy to take advantage of newer, denser nodes, to data transformations with User Defined Functions (UDFs) and User Defined Aggregates (UDAs), ScyllaDB continues to expand its horizons for capabilities, use cases and APIs.
Scylla Cloud on Display: Functionality, Performance and DemosScyllaDB
Join us for a session showcasing Scylla Cloud and how easy it is to integrate and connect with your applications and forget about all aspects of managing, securing, scaling and maintaining a distributed, always-on database. We will demo Scylla Cloud and present deployment and account options over various cloud providers.
Scylla Summit 2018: Scylla Feature Talks - Gains by Using Scylla-Specific Dri...ScyllaDB
Scylla offers full compatibility with Cassandra, meaning any Cassandra application works unmodified with Scylla using the standard drivers available to the community. While this will still be the case, there are many gains to be had by using Scylla-specific drivers. Those drivers will work with both Cassandra and Scylla but upon detecting scylla-specific features they will able to unleash many performance optimizations. In this talk we will ll cover which scenarios will benefit from the Scylla drivers and what’s coming next.
Oracle's strategy for MySQL is to make it a complete, open, and integrated part of their product portfolio. Key points include continued investment in MySQL to improve performance, scalability, and integration with other Oracle products. MySQL 5.5 offers significant performance gains over previous versions.
Oracle's strategy for MySQL is to make it a complete, open, and integrated part of their product portfolio. Key points include continued investment in MySQL to improve performance, scalability, and integration with other Oracle products. MySQL 5.5 offers significant performance gains over previous versions.
This document discusses handling massive writes for online transaction processing (OLTP) systems. It begins with an introduction and overview of the topics to be covered, including terminology, differences between massive reads versus writes, and potential solutions using relational databases, NoSQL databases, and code optimizations. Specific solutions discussed for massive writes include using memory, fast disks, caching, column-oriented databases, SQL tuning, database partitioning, reading from slaves, and sharding or splitting data across multiple databases. The document provides pros and cons of each approach and examples of performance improvements observed.
MySQL London Tech Tour March 2015 - Embedded Database of ChoiceMark Swarbrick
This document summarizes MySQL, the popular open-source database. It notes that MySQL has over 15 million active installations, is embedded by over 3,000 ISVs and OEMs, and has seen increased investment since being acquired by Oracle in 2010. Key benefits outlined include low costs, high performance and scalability, flexibility across platforms, and high availability even with commodity hardware. The document promotes MySQL for its ability to reduce database risks and costs for embedded, on-premise, and cloud applications.
Deep Dive on MySQL Databases on AWS - AWS Online Tech TalksAmazon Web Services
RDS provides fully managed MySQL, MariaDB, and Aurora database engines. It handles common database tasks to reduce management overhead and allows focusing on applications. Key features include automatic failover, backups/snapshots, scaling, security, compliance support, and integration across AWS services. Best practices involve leveraging multi-AZ, read replicas, monitoring, and storage optimization based on workload needs. Migration options include the Database Migration Service and Schema Conversion Tool.
This document discusses MySQL performance tuning and various MySQL products and features. It provides information on MySQL 5.6 including improved scalability, new InnoDB features for NoSQL access, and an improved optimizer. It also discusses MySQL Enterprise Monitor for performance monitoring, and the Performance Schema for instrumentation and monitoring internal operations.
Citrix Synergy 2014 - Syn233 Building and operating a Dev Ops cloud: best pra...Citrix
- InMobi moved to using Citrix CloudPlatform to power their private cloud, replacing their home-built systems which were brittle and difficult to scale.
- Their architecture with CloudPlatform includes management servers, MySQL servers, primary storage using NexentaStor on JBODs, and secondary GlusterFS storage for redundancy.
- This allows InMobi to easily provision development and test environments in a self-service manner while maintaining isolation, security, and scalability as their needs grow.
Slides presented at Great Indian Developer Summit 2016 at the session MySQL: What's new on April 29 2016.
Contains information about the new MySQL Document Store released in April 2016.
TechTarget Event - Storage Architectures for the Modern Data Center - Howard ...NetApp
Keynote Presentation: How Storage Function Follows Architecture
Presented by Howard Marks, Founder and Chief Scientist, Deep Storage, LLC
Storage buyers today are faced with a broader variety of choices than ever before. Unfortunately, the architecture of the storage system they select will forever determine how well that system adapts to changes in their data center. While flash does make almost every storage system faster, the system's scalability, flexibility and manageability are determined not by the media but by the system's architecture.
This session will examine how storage system architectures predetermine how systems behave in the real world. We'll see how common storage architectures affect performance, scalability, quality of service, snapshots and vVol support.
Webinar Slides: MySQL HA/DR/Geo-Scale - High Noon #5: Oracle’s InnoDB ClusterContinuent
Oracle’s InnoDB Cluster vs. Continuent Tungsten Clusters for MySQL
Building a Geo-Distributed, Multi-Region and Highly Available MySQL Cloud Back-End
This is the fifth of our High Noon series covering MySQL clustering solutions for high availability (HA), disaster recovery (DR), and geographic distribution.
InnoDB Cluster uses MySQL’s group replication to handle the replication. It’s also known as semi-synchronous replication. Learn about this and more in this webinar!
You may use Tungsten Clustering with native MySQL, MariaDB or Percona Server for MySQL in GCP, AWS, Azure, and/or on-premises data centers for better technological capabilities, control, and flexibility. But learn about the pros and cons!
AGENDA
- Goals for the High Noon Webinar Series
- High Noon Series: Tungsten Clustering vs Others
- Oracle InnoDB Cluster
- Key Characteristics
- Certification-based Replication
- InnoDB Cluster Multi-Site Requirements
- Limitations Using InnoDB Cluster
- How to do better MySQL HA / DR / Geo-Distribution?
- InnoDB Cluster vs Tungsten Clustering
- About Continuent & Its Solutions
PRESENTER
Matthew Lang - Customer Success Director – Americas, Continuent - has over 25 years of experience in database administration, database programming, and system architecture, including the creation of a database replication product that is still in use today. He has designed highly available, scaleable systems that have allowed startups to quickly become enterprise organizations, utilizing a variety of technologies including open source projects, virtualization and cloud.
The document provides an overview of MySQL and its uses. It discusses how MySQL is used by many large websites and companies due to its open source nature, performance, and ability to handle high volumes of traffic. It highlights how MySQL is widely used for web applications and is integrated with common web development stacks. It also summarizes how Oracle supports and invests in MySQL through engineering resources and new product features.
The document provides an overview of Oracle's strategy and investments related to MySQL and open source technologies. It discusses Oracle's plans to improve performance and scalability in MySQL 5.5 through technologies like the InnoDB storage engine, multiple buffer pools and rollback segments. It also outlines Oracle's vision to make MySQL the leading open source database for web applications and provide world-class development, support and services for MySQL users.
Seminar : "The Future of MySQL - Roadmap to Success" session MySQL ...Software Park Thailand
This document discusses Oracle's strategy with MySQL, which is to provide a complete, open, and integrated solution. Key points include:
- Oracle aims to build, test, manage, service, and support MySQL and Oracle technologies together for lower costs and risks.
- Oracle has invested in open source projects like MySQL and Linux to expand developer communities and speed innovation.
- Oracle sees MySQL and the Oracle database as complementary, with each suited to different applications, allowing users to benefit from both.
- Oracle will continue to develop, promote, and support MySQL to make it a better open source database for web applications.
This document discusses various techniques for optimizing Drupal performance, including:
- Defining goals such as faster page loads or handling more traffic
- Applying patches and rearchitecting content to optimize at a code level
- Using tools like Apache Benchmark and MySQL tuning to analyze performance bottlenecks
- Implementing solutions like caching, memcached, and reverse proxies to improve scalability
This document summarizes James Kreuziger's presentation on optimizing MySQL for Cascade Server. The presentation covered choosing a MySQL version and configuration, testing tools, and the results of testing different MySQL configurations and key block sizes on storage space usage and load performance. It was aimed at Cascade administrators and provided an overview of topics like hardware requirements, the InnoDB buffer pool, and recommended resources for MySQL configuration and optimization.
This talk is about covering MySQL as Open Source Database. We will be talking about the past, now and future of MySQL.
What are the best use cases of MySQL and edge Cases of MySQL? Time permitting mention on war stories, real-life examples. We will also cover important topics like scalability and proxy wars.
MySQL Fabric is a framework for managing high availability (HA) and sharding across a farm of MySQL servers. It allows grouping MySQL servers into sets for HA with a primary and secondary servers using GTID replication. For sharding, it partitions data horizontally across multiple "groups" which can each contain a single MySQL server or an HA group. MySQL Fabric handles failure detection, promotion, and routing of queries to the appropriate shard. However, sharding is not fully transparent and has limitations like auto-increment keys cannot be used as sharding keys.
This document provides an introduction and overview of MySQL, including how to download and access MySQL, basic commands to manage databases and tables, examples of SQL queries, and how to modify data. It covers topics such as creating databases and tables, selecting, joining, aggregating data, and updating records in MySQL. Examples demonstrate how to retrieve customer names, loan amounts, branch details, and more from the sample banking database.
This document provides an introduction to MySQL, an open source relational database management system. It discusses that MySQL is pronounced "my-es-que-el" and includes both a SQL server and client programs. It also summarizes that MySQL AB is the commercial entity behind MySQL that provides marketing, development, services, support and consulting. Additionally, it notes that MySQL is the most popular open source database with over 100 million downloads, it is certified for SAP applications, and is widely used by developers along with PHP and Apache.
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Digital Marketing Trends in 2024 | Guide for Staying AheadWask
https://www.wask.co/ebooks/digital-marketing-trends-in-2024
Feeling lost in the digital marketing whirlwind of 2024? Technology is changing, consumer habits are evolving, and staying ahead of the curve feels like a never-ending pursuit. This e-book is your compass. Dive into actionable insights to handle the complexities of modern marketing. From hyper-personalization to the power of user-generated content, learn how to build long-term relationships with your audience and unlock the secrets to success in the ever-shifting digital landscape.
Your One-Stop Shop for Python Success: Top 10 US Python Development Providersakankshawande
Simplify your search for a reliable Python development partner! This list presents the top 10 trusted US providers offering comprehensive Python development services, ensuring your project's success from conception to completion.
Ocean lotus Threat actors project by John Sitima 2024 (1).pptxSitimaJohn
Ocean Lotus cyber threat actors represent a sophisticated, persistent, and politically motivated group that poses a significant risk to organizations and individuals in the Southeast Asian region. Their continuous evolution and adaptability underscore the need for robust cybersecurity measures and international cooperation to identify and mitigate the threats posed by such advanced persistent threat groups.
Introduction of Cybersecurity with OSS at Code Europe 2024Hiroshi SHIBATA
I develop the Ruby programming language, RubyGems, and Bundler, which are package managers for Ruby. Today, I will introduce how to enhance the security of your application using open-source software (OSS) examples from Ruby and RubyGems.
The first topic is CVE (Common Vulnerabilities and Exposures). I have published CVEs many times. But what exactly is a CVE? I'll provide a basic understanding of CVEs and explain how to detect and handle vulnerabilities in OSS.
Next, let's discuss package managers. Package managers play a critical role in the OSS ecosystem. I'll explain how to manage library dependencies in your application.
I'll share insights into how the Ruby and RubyGems core team works to keep our ecosystem safe. By the end of this talk, you'll have a better understanding of how to safeguard your code.
Best 20 SEO Techniques To Improve Website Visibility In SERPPixlogix Infotech
Boost your website's visibility with proven SEO techniques! Our latest blog dives into essential strategies to enhance your online presence, increase traffic, and rank higher on search engines. From keyword optimization to quality content creation, learn how to make your site stand out in the crowded digital landscape. Discover actionable tips and expert insights to elevate your SEO game.
leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...alexjohnson7307
Predictive maintenance is a proactive approach that anticipates equipment failures before they happen. At the forefront of this innovative strategy is Artificial Intelligence (AI), which brings unprecedented precision and efficiency. AI in predictive maintenance is transforming industries by reducing downtime, minimizing costs, and enhancing productivity.
Dive into the realm of operating systems (OS) with Pravash Chandra Das, a seasoned Digital Forensic Analyst, as your guide. 🚀 This comprehensive presentation illuminates the core concepts, types, and evolution of OS, essential for understanding modern computing landscapes.
Beginning with the foundational definition, Das clarifies the pivotal role of OS as system software orchestrating hardware resources, software applications, and user interactions. Through succinct descriptions, he delineates the diverse types of OS, from single-user, single-task environments like early MS-DOS iterations, to multi-user, multi-tasking systems exemplified by modern Linux distributions.
Crucial components like the kernel and shell are dissected, highlighting their indispensable functions in resource management and user interface interaction. Das elucidates how the kernel acts as the central nervous system, orchestrating process scheduling, memory allocation, and device management. Meanwhile, the shell serves as the gateway for user commands, bridging the gap between human input and machine execution. 💻
The narrative then shifts to a captivating exploration of prominent desktop OSs, Windows, macOS, and Linux. Windows, with its globally ubiquitous presence and user-friendly interface, emerges as a cornerstone in personal computing history. macOS, lauded for its sleek design and seamless integration with Apple's ecosystem, stands as a beacon of stability and creativity. Linux, an open-source marvel, offers unparalleled flexibility and security, revolutionizing the computing landscape. 🖥️
Moving to the realm of mobile devices, Das unravels the dominance of Android and iOS. Android's open-source ethos fosters a vibrant ecosystem of customization and innovation, while iOS boasts a seamless user experience and robust security infrastructure. Meanwhile, discontinued platforms like Symbian and Palm OS evoke nostalgia for their pioneering roles in the smartphone revolution.
The journey concludes with a reflection on the ever-evolving landscape of OS, underscored by the emergence of real-time operating systems (RTOS) and the persistent quest for innovation and efficiency. As technology continues to shape our world, understanding the foundations and evolution of operating systems remains paramount. Join Pravash Chandra Das on this illuminating journey through the heart of computing. 🌟
Driving Business Innovation: Latest Generative AI Advancements & Success StorySafe Software
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
Main news related to the CCS TSI 2023 (2023/1695)Jakub Marek
An English 🇬🇧 translation of a presentation to the speech I gave about the main changes brought by CCS TSI 2023 at the biggest Czech conference on Communications and signalling systems on Railways, which was held in Clarion Hotel Olomouc from 7th to 9th November 2023 (konferenceszt.cz). Attended by around 500 participants and 200 on-line followers.
The original Czech 🇨🇿 version of the presentation can be found here: https://www.slideshare.net/slideshow/hlavni-novinky-souvisejici-s-ccs-tsi-2023-2023-1695/269688092 .
The videorecording (in Czech) from the presentation is available here: https://youtu.be/WzjJWm4IyPk?si=SImb06tuXGb30BEH .
Monitoring and Managing Anomaly Detection on OpenShift.pdfTosin Akinosho
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
Trusted Execution Environment for Decentralized Process MiningLucaBarbaro3
Presentation of the paper "Trusted Execution Environment for Decentralized Process Mining" given during the CAiSE 2024 Conference in Cyprus on June 7, 2024.
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...Tatiana Kojar
Skybuffer AI, built on the robust SAP Business Technology Platform (SAP BTP), is the latest and most advanced version of our AI development, reaffirming our commitment to delivering top-tier AI solutions. Skybuffer AI harnesses all the innovative capabilities of the SAP BTP in the AI domain, from Conversational AI to cutting-edge Generative AI and Retrieval-Augmented Generation (RAG). It also helps SAP customers safeguard their investments into SAP Conversational AI and ensure a seamless, one-click transition to SAP Business AI.
With Skybuffer AI, various AI models can be integrated into a single communication channel such as Microsoft Teams. This integration empowers business users with insights drawn from SAP backend systems, enterprise documents, and the expansive knowledge of Generative AI. And the best part of it is that it is all managed through our intuitive no-code Action Server interface, requiring no extensive coding knowledge and making the advanced AI accessible to more users.
10. Operating Environment
RAM
CPU
I/O
Network
• Fast
• Up to 24 Cores
• Up to 100's of GB
• RAID + BBU
• Fast SAS Disks
• SSD / FusionIO
• XFS Filesystem
• Deadline Scheduler
• High Bandwidth
• Low Latency
25. MySQL 5.5 -vs- Percona Server
http://tinyurl.com/xtradb-mysql5-5-ap2010
High performance is no use without stability.
26. Other Technologies
• Cloud Computing
– 2 of the 4 critical resources are uncontrollable
• “NoSQL” Databases
– It's too soon to be sure
27. Summary
• The operating environment is important
• MySQL & InnoDB are getting much faster
• The cloud is not a performance solution
• You are the key to better performance
28. Where Do You Go Next?
• Become a performance practitioner
– Read High Performance MySQL 2nd
Edition
– Read Optimizing Oracle Performance
– Read The Art Of Capacity Planning
– Read http://www.percona.com/about-us/white-papers/
• Contribute!
– Sponsor features you need or want
– Help improve tools