In part 2 of this two part webinar series, Janis Griffin, Database Performance Evangelist, SolarWinds, discusses tuning techniques, identifying coding mistakes, and knowing what to do if you can’t change the code to improve performance.
Stop the Chaos! Get Real Oracle Performance by Query Tuning Part 1SolarWinds
The document provides an overview and agenda for a presentation on optimizing Oracle database performance through query tuning. It discusses identifying performance issues, collecting wait event information, reviewing execution plans, and understanding how the Oracle optimizer works using features like adaptive plans and statistics gathering. The goal is to show attendees how to quickly find and focus on the queries most in need of tuning.
The document provides an overview of big data and Hadoop for database administrators. It discusses the history of data management systems and how the role of data is changing to focus on collecting as much data as possible. The key characteristics of big data, including volume, velocity, and variety, are outlined. An overview of the Hadoop ecosystem is provided, including components like HDFS, MapReduce, Hive, Pig, and HBase. Sample use cases and architectures for big data are also summarized.
This document contains information about a session on monitoring Exadata and OEM 13c conducted by Alfredo Krieg from Viscosity. It discusses the architecture and plugins of OEM 13c, discovering and setting up Exadata targets, performance metrics for Storage Cell Servers and Exadata features like SMART IO and flash cache. It also covers tools like cellcli, AWR Exadata metrics and SQL monitoring.
This document discusses Accenture's Environment-as-a-Service (EaaS) solution for provisioning and managing application environments on Oracle Engineered Systems. Key points include:
- EaaS allows cloning of application environments like Oracle ERP and SAP ERP in minutes instead of weeks/months.
- It provides automated provisioning, cloning, and monitoring of database and application environments on Exadata and Exalogic.
- Accenture demonstrates EaaS capabilities like cloning SAP environments in 10 minutes and cloning environments using mobile devices.
EM12c: Capacity Planning with OEM MetricsMaaz Anjum
Some of my thoughts and adventures encapsulated in a presentation regarding Capacity Planning, Resource Utilization, and Enterprise Managers Collected Metrics.
Percona provides MySQL consulting, support, training and open source software to help companies optimize MySQL performance. They were founded in 2006 by former MySQL employees and have over 2,000 customers worldwide. Percona offers services like MySQL performance consulting, support and managed database services. They also develop and distribute popular open source MySQL tools like Percona Server, Percona XtraBackup and Percona Toolkit to improve MySQL reliability and speed.
This document provides a quick installation guide for FN Project on Oracle Linux:
- It assumes Oracle Linux 7 is installed and the correct yum repositories are enabled.
- Docker is installed using the command "yum -y install docker-engine" and started.
- FN Project is installed by downloading and executing an install script from GitHub.
- FN Project is started using the "fn start" command.
This document provides an overview of the Oracle Enterprise Manager AWR Warehouse. It begins with an agenda for the presentation. It then discusses the business drivers for the AWR Warehouse in allowing long term AWR data retention. The architecture of the AWR Warehouse is described as collecting AWR snapshots from databases into a central warehouse. The presentation covers the installation, ETL process, interface, features and use cases of the AWR Warehouse.
Stop the Chaos! Get Real Oracle Performance by Query Tuning Part 1SolarWinds
The document provides an overview and agenda for a presentation on optimizing Oracle database performance through query tuning. It discusses identifying performance issues, collecting wait event information, reviewing execution plans, and understanding how the Oracle optimizer works using features like adaptive plans and statistics gathering. The goal is to show attendees how to quickly find and focus on the queries most in need of tuning.
The document provides an overview of big data and Hadoop for database administrators. It discusses the history of data management systems and how the role of data is changing to focus on collecting as much data as possible. The key characteristics of big data, including volume, velocity, and variety, are outlined. An overview of the Hadoop ecosystem is provided, including components like HDFS, MapReduce, Hive, Pig, and HBase. Sample use cases and architectures for big data are also summarized.
This document contains information about a session on monitoring Exadata and OEM 13c conducted by Alfredo Krieg from Viscosity. It discusses the architecture and plugins of OEM 13c, discovering and setting up Exadata targets, performance metrics for Storage Cell Servers and Exadata features like SMART IO and flash cache. It also covers tools like cellcli, AWR Exadata metrics and SQL monitoring.
This document discusses Accenture's Environment-as-a-Service (EaaS) solution for provisioning and managing application environments on Oracle Engineered Systems. Key points include:
- EaaS allows cloning of application environments like Oracle ERP and SAP ERP in minutes instead of weeks/months.
- It provides automated provisioning, cloning, and monitoring of database and application environments on Exadata and Exalogic.
- Accenture demonstrates EaaS capabilities like cloning SAP environments in 10 minutes and cloning environments using mobile devices.
EM12c: Capacity Planning with OEM MetricsMaaz Anjum
Some of my thoughts and adventures encapsulated in a presentation regarding Capacity Planning, Resource Utilization, and Enterprise Managers Collected Metrics.
Percona provides MySQL consulting, support, training and open source software to help companies optimize MySQL performance. They were founded in 2006 by former MySQL employees and have over 2,000 customers worldwide. Percona offers services like MySQL performance consulting, support and managed database services. They also develop and distribute popular open source MySQL tools like Percona Server, Percona XtraBackup and Percona Toolkit to improve MySQL reliability and speed.
This document provides a quick installation guide for FN Project on Oracle Linux:
- It assumes Oracle Linux 7 is installed and the correct yum repositories are enabled.
- Docker is installed using the command "yum -y install docker-engine" and started.
- FN Project is installed by downloading and executing an install script from GitHub.
- FN Project is started using the "fn start" command.
This document provides an overview of the Oracle Enterprise Manager AWR Warehouse. It begins with an agenda for the presentation. It then discusses the business drivers for the AWR Warehouse in allowing long term AWR data retention. The architecture of the AWR Warehouse is described as collecting AWR snapshots from databases into a central warehouse. The presentation covers the installation, ETL process, interface, features and use cases of the AWR Warehouse.
Mining the AWR: Alternative Methods for Identification of the Top SQLs (inclu...Maris Elsins
A typical tuning session on a resource-constrained system starts with a search for "low-hanging fruit." In a CPU-bound database system, it would be the SQL that uses CPU the most, in an I/O-bound system, the SQL doing the most physical reads, and so on. Tuning the TOP statements often allows us to free large portions of the utilized resources and remove bottlenecks. Often, we can use AWR reports to quickly identify the SQL_IDs of the top statements in the database. But what if the AWR report reveals no "low-hanging fruit," and the resource usage is evenly distributed among multiple statements? Where do we start? Is there a better way to identify the starting point for the tuning of a resource-bound system?
This presentation will explain when the AWR reports are misleading and how we can take a look at the data stored in AWR from a different angle to determine the top consumers. Discussion will include a practical demonstration using scripts for AWR mining that attendees can apply to their own challenging database performance tuning problems.
Scripts and the demo log: https://github.com/MarisElsins/TOOLS/tree/master/SQL/C15LV_AWR
Jon Petter Hjulstad from SYSCO AS gave a presentation on tips for administering Oracle SOA Suite. He discussed important tasks like patching, monitoring, running health checks using RDA, purging old data from the database, and performance tuning. Hjulstad emphasized the importance of being proactive with administration activities like patching and monitoring in order to maintain uptime and resolve issues quickly. He provided examples of tools that can be used and best practices for each administrative task.
EM12c Monitoring, Metric Extensions and Performance PagesEnkitec
This document summarizes an EM12c monitoring presentation. It discusses monitoring architecture, incident rules, metric extensions, and performance pages. Metric extensions allow custom monitoring of operational processes outside of EM12c. Incident rules create incidents from alerts. Performance pages include the summary page, top activity grid, SQL monitor, and ASH analytics for historical analysis. Links and contact information are provided for additional resources.
The document provides an overview of Oracle Enterprise Manager 12c (OEM12c) with the following key points:
1. It introduces OEM12c and its capabilities for complete cloud lifecycle management including planning, building, testing, deploying, monitoring cloud services.
2. It discusses how to install OEM12c including checking requirements, using the bundle patch, and setting the correct hostname during installation.
3. It covers some common troubleshooting steps like resolving issues with configuration requirements and changing the hostname or IP address.
4. It provides some tips for OEM12c like creating scripts for starting, stopping and checking status, and backing up the admin server configuration.
5.
Oracle Enterprise Manager Cloud Control 13c for DBAsGokhan Atil
This document provides an overview and introduction to Oracle Enterprise Manager Cloud Control 13c (EM13c) for database administrators (DBAs). It discusses the key features and benefits of EM13c for monitoring, performance tuning, and provisioning databases. The document outlines the architecture and components of EM13c and why it is useful for centralized management. It also provides tips for DBAs on using features like monitoring, incident management, ASH analytics, provisioning, patching, and best practices for installation, configuration, and maintenance of an EM13c environment.
Getting optimal performance from oracle e business suite(aioug aug2015)pasalapudi123
This document discusses various ways to optimize the different tiers of Oracle E-Business Suite applications for better performance. It recommends staying current on application patches and upgrades, using optimal logging settings, optimizing workflow and forms processes, and tuning the JVM processes to reduce load on the database server and minimize network traffic. Specific techniques included reducing unnecessary queries, purging workflow runtime data, disabling workflow queue retention, and sizing JVM heap memory appropriately.
Vincent Chan, a principal architect at Oracle, gave a presentation on how Oracle Enterprise Manager 12c can help automate database lifecycle management. He discussed how EM12c can quickly provision databases, automate patching processes, detect regressions in SQL performance, and ensure compliance with security best practices. He also presented a case study of HDFC Bank that implemented a database-as-a-service solution using Oracle Exadata and EM12c, reducing database provisioning times from weeks to minutes.
Solr Consistency and Recovery Internals - Mano Kovacs, ClouderaLucidworks
1) The document discusses Solr's consistency and recovery internals, including basics like leader election and when recovery is triggered.
2) Leader election in Solr uses Zookeeper to elect a leader candidate for each shard, and replicas follow the leader. If the leader fails, the next replica in order becomes the new leader.
3) Recovery can be triggered by routine events like adding a replica or restart, or not routine events like server crashes or network failures. It involves replaying updates from the transaction log or pulling the full index from the leader.
The document discusses high availability (HA) solutions for MySQL databases. It provides an overview of various MySQL HA technologies including replication, MySQL Fabric, Oracle Clusterware, Windows clustering, Solaris clustering, and DRBD. It also discusses MySQL Cluster and how it provides features such as high performance, high scalability, real-time capabilities, and 99.999% availability through its distributed architecture and data sharding. Several customer examples using MySQL Cluster for mission critical applications are also provided.
DB12c: All You Need to Know About the Resource ManagerMaris Elsins
This presentation is different from the previous uploads as SLOB was used for the testing.
Oracle Database 12c Multitenant provides the highest level of Oracle Database resource efficiency, driven by an improved resource manager. The 12c resource manager effectively allocates resources both within a single database and between multiple pluggable databases in a container. This presentation will review new features of the 12c resource manager, provide guidelines for migration of your current resource management plan to 12c, and will also look into how much overhead the resource manager introduces.
This document provides an overview of performance monitoring capabilities in Oracle Database 12c and Enterprise Manager 13c. It discusses the Automatic Workload Repository (AWR) and Active Session History (ASH), which capture database performance statistics. The document outlines changes and enhancements to AWR and ASH in areas like in-memory, manageability reporting, and usability. It also discusses related features like the AWR warehouse and SQL Monitor.
Aioug ha day oct2015 goldengate- High Availability Day 2015aioughydchapter
This document provides an overview of Oracle GoldenGate and discusses its key components and topologies. It begins with background information about the presenter and then covers topics such as Oracle GoldenGate's supported platforms, common topologies used with Oracle GoldenGate including unidirectional data integration and high availability, and the benefits it provides such as zero downtime upgrades and live reporting. It also discusses Oracle GoldenGate's components including the extract, replicat, trail files, and pump. Finally, it touches on performance tuning techniques for Oracle GoldenGate including adjusting TCP buffer sizes and using checkpoints.
Getting optimal performance from oracle e-business suite presentationBerry Clemens
The document provides guidance on optimizing performance of the Oracle E-Business Suite applications tier. It recommends staying current with the latest release updates and family packs. It also provides tips on optimizing logging settings, workflow processes, Forms processes, JVM processes, and sizing the middle tier for concurrency. Specific recommendations include purging workflow runtime data, translating workflow activity function calls, disabling workflow queue retention, and sizing JVM heaps and Forms memory based on formulas provided.
MySQL 5.7 - What's new, How to upgrade and Document StoreAbel Flórez
MySQL 5.7 provides performance improvements, new features, and enhancements over previous versions. Key highlights include:
- MySQL 5.7 is generally 3x faster than MySQL 5.6 based on benchmarks of SQL point selects, connection requests, OLTP read-only, and OLTP read-write workloads.
- New features include native JSON support, query rewrite plugins, cost-based optimizer improvements, and a new SYS schema to help DBAs and operations staff.
- Additional enhancements include replication improvements, security upgrades, and Performance Schema improvements for better memory and statement instrumentation.
Protect Sensitive Data: Implementing Fine-Grained Access Control in OracleNelson Calero
Using Oracle Enterprise Edition we can restrict the access to data from different users implementing security at row-level.
This presentation will walk through the implementation of a virtual private database evaluating different aspects of its usage, reviewing the changes introduced on different Oracle versions from its original 8i implementation to 12c.
First delivered on Kscope16 conference in Chicago, including scripts to illustrate each of the alternatives.
This document discusses MySQL Enterprise Monitor, a tool for monitoring MySQL database performance. It can monitor MySQL databases, operating system resources, and query performance. The tool collects data without installing agents on the databases. It provides advisors, alerts and visualizations to help users identify and address issues. It aims to help database administrators ensure database availability, optimize performance, and plan for capacity needs.
This document discusses Oracle's database management and performance monitoring tools. It describes features like Automatic Database Diagnostic Monitor (ADDM) which can diagnose performance issues. It also discusses automatic SQL tuning which can capture and tune SQL statements. Real-time monitoring of SQL and PL/SQL is introduced which provides visibility into executions. The document emphasizes manageability and aims to boost administrator productivity through self-managing capabilities and issue detection.
This document provides an overview and summary of MySQL Cluster. It discusses how MySQL Cluster provides high availability, scalability and performance through features like auto-sharding, multi-master replication, ACID compliance, and built-in high availability. It also provides examples showing how MySQL Cluster can scale to handle over 1 billion updates per minute and discusses how operations like restarts have been improved in MySQL Cluster 7.4.1.
The document discusses ways to improve the performance of Oracle SOA Suite 11g. Some key points include:
1. Upgrading to Oracle SOA Suite 11g Patch Set 3 and switching from Sun JDK to JRockit JDK can provide significant performance boosts of up to 32%.
2. Optimizing logging levels and audit settings, such as changing the audit level from Development to Production, can improve performance by 46-92%.
3. Increasing the number of Mediator worker threads for asynchronous services results in a 30% performance improvement.
Top 10 tips for Oracle performance (Updated April 2015)Guy Harrison
This document provides a summary of Guy Harrison's top 10 Oracle database tuning tips presentation. The tips include being methodical and empirical in tuning, optimizing database design, indexing wisely, writing efficient code, optimizing the optimizer, tuning SQL and PL/SQL, monitoring and managing contention, optimizing memory to reduce I/O, and tuning I/O last but tuning it well. The document discusses each tip in more detail and provides examples and best practices for implementing them.
Mining the AWR: Alternative Methods for Identification of the Top SQLs (inclu...Maris Elsins
A typical tuning session on a resource-constrained system starts with a search for "low-hanging fruit." In a CPU-bound database system, it would be the SQL that uses CPU the most, in an I/O-bound system, the SQL doing the most physical reads, and so on. Tuning the TOP statements often allows us to free large portions of the utilized resources and remove bottlenecks. Often, we can use AWR reports to quickly identify the SQL_IDs of the top statements in the database. But what if the AWR report reveals no "low-hanging fruit," and the resource usage is evenly distributed among multiple statements? Where do we start? Is there a better way to identify the starting point for the tuning of a resource-bound system?
This presentation will explain when the AWR reports are misleading and how we can take a look at the data stored in AWR from a different angle to determine the top consumers. Discussion will include a practical demonstration using scripts for AWR mining that attendees can apply to their own challenging database performance tuning problems.
Scripts and the demo log: https://github.com/MarisElsins/TOOLS/tree/master/SQL/C15LV_AWR
Jon Petter Hjulstad from SYSCO AS gave a presentation on tips for administering Oracle SOA Suite. He discussed important tasks like patching, monitoring, running health checks using RDA, purging old data from the database, and performance tuning. Hjulstad emphasized the importance of being proactive with administration activities like patching and monitoring in order to maintain uptime and resolve issues quickly. He provided examples of tools that can be used and best practices for each administrative task.
EM12c Monitoring, Metric Extensions and Performance PagesEnkitec
This document summarizes an EM12c monitoring presentation. It discusses monitoring architecture, incident rules, metric extensions, and performance pages. Metric extensions allow custom monitoring of operational processes outside of EM12c. Incident rules create incidents from alerts. Performance pages include the summary page, top activity grid, SQL monitor, and ASH analytics for historical analysis. Links and contact information are provided for additional resources.
The document provides an overview of Oracle Enterprise Manager 12c (OEM12c) with the following key points:
1. It introduces OEM12c and its capabilities for complete cloud lifecycle management including planning, building, testing, deploying, monitoring cloud services.
2. It discusses how to install OEM12c including checking requirements, using the bundle patch, and setting the correct hostname during installation.
3. It covers some common troubleshooting steps like resolving issues with configuration requirements and changing the hostname or IP address.
4. It provides some tips for OEM12c like creating scripts for starting, stopping and checking status, and backing up the admin server configuration.
5.
Oracle Enterprise Manager Cloud Control 13c for DBAsGokhan Atil
This document provides an overview and introduction to Oracle Enterprise Manager Cloud Control 13c (EM13c) for database administrators (DBAs). It discusses the key features and benefits of EM13c for monitoring, performance tuning, and provisioning databases. The document outlines the architecture and components of EM13c and why it is useful for centralized management. It also provides tips for DBAs on using features like monitoring, incident management, ASH analytics, provisioning, patching, and best practices for installation, configuration, and maintenance of an EM13c environment.
Getting optimal performance from oracle e business suite(aioug aug2015)pasalapudi123
This document discusses various ways to optimize the different tiers of Oracle E-Business Suite applications for better performance. It recommends staying current on application patches and upgrades, using optimal logging settings, optimizing workflow and forms processes, and tuning the JVM processes to reduce load on the database server and minimize network traffic. Specific techniques included reducing unnecessary queries, purging workflow runtime data, disabling workflow queue retention, and sizing JVM heap memory appropriately.
Vincent Chan, a principal architect at Oracle, gave a presentation on how Oracle Enterprise Manager 12c can help automate database lifecycle management. He discussed how EM12c can quickly provision databases, automate patching processes, detect regressions in SQL performance, and ensure compliance with security best practices. He also presented a case study of HDFC Bank that implemented a database-as-a-service solution using Oracle Exadata and EM12c, reducing database provisioning times from weeks to minutes.
Solr Consistency and Recovery Internals - Mano Kovacs, ClouderaLucidworks
1) The document discusses Solr's consistency and recovery internals, including basics like leader election and when recovery is triggered.
2) Leader election in Solr uses Zookeeper to elect a leader candidate for each shard, and replicas follow the leader. If the leader fails, the next replica in order becomes the new leader.
3) Recovery can be triggered by routine events like adding a replica or restart, or not routine events like server crashes or network failures. It involves replaying updates from the transaction log or pulling the full index from the leader.
The document discusses high availability (HA) solutions for MySQL databases. It provides an overview of various MySQL HA technologies including replication, MySQL Fabric, Oracle Clusterware, Windows clustering, Solaris clustering, and DRBD. It also discusses MySQL Cluster and how it provides features such as high performance, high scalability, real-time capabilities, and 99.999% availability through its distributed architecture and data sharding. Several customer examples using MySQL Cluster for mission critical applications are also provided.
DB12c: All You Need to Know About the Resource ManagerMaris Elsins
This presentation is different from the previous uploads as SLOB was used for the testing.
Oracle Database 12c Multitenant provides the highest level of Oracle Database resource efficiency, driven by an improved resource manager. The 12c resource manager effectively allocates resources both within a single database and between multiple pluggable databases in a container. This presentation will review new features of the 12c resource manager, provide guidelines for migration of your current resource management plan to 12c, and will also look into how much overhead the resource manager introduces.
This document provides an overview of performance monitoring capabilities in Oracle Database 12c and Enterprise Manager 13c. It discusses the Automatic Workload Repository (AWR) and Active Session History (ASH), which capture database performance statistics. The document outlines changes and enhancements to AWR and ASH in areas like in-memory, manageability reporting, and usability. It also discusses related features like the AWR warehouse and SQL Monitor.
Aioug ha day oct2015 goldengate- High Availability Day 2015aioughydchapter
This document provides an overview of Oracle GoldenGate and discusses its key components and topologies. It begins with background information about the presenter and then covers topics such as Oracle GoldenGate's supported platforms, common topologies used with Oracle GoldenGate including unidirectional data integration and high availability, and the benefits it provides such as zero downtime upgrades and live reporting. It also discusses Oracle GoldenGate's components including the extract, replicat, trail files, and pump. Finally, it touches on performance tuning techniques for Oracle GoldenGate including adjusting TCP buffer sizes and using checkpoints.
Getting optimal performance from oracle e-business suite presentationBerry Clemens
The document provides guidance on optimizing performance of the Oracle E-Business Suite applications tier. It recommends staying current with the latest release updates and family packs. It also provides tips on optimizing logging settings, workflow processes, Forms processes, JVM processes, and sizing the middle tier for concurrency. Specific recommendations include purging workflow runtime data, translating workflow activity function calls, disabling workflow queue retention, and sizing JVM heaps and Forms memory based on formulas provided.
MySQL 5.7 - What's new, How to upgrade and Document StoreAbel Flórez
MySQL 5.7 provides performance improvements, new features, and enhancements over previous versions. Key highlights include:
- MySQL 5.7 is generally 3x faster than MySQL 5.6 based on benchmarks of SQL point selects, connection requests, OLTP read-only, and OLTP read-write workloads.
- New features include native JSON support, query rewrite plugins, cost-based optimizer improvements, and a new SYS schema to help DBAs and operations staff.
- Additional enhancements include replication improvements, security upgrades, and Performance Schema improvements for better memory and statement instrumentation.
Protect Sensitive Data: Implementing Fine-Grained Access Control in OracleNelson Calero
Using Oracle Enterprise Edition we can restrict the access to data from different users implementing security at row-level.
This presentation will walk through the implementation of a virtual private database evaluating different aspects of its usage, reviewing the changes introduced on different Oracle versions from its original 8i implementation to 12c.
First delivered on Kscope16 conference in Chicago, including scripts to illustrate each of the alternatives.
This document discusses MySQL Enterprise Monitor, a tool for monitoring MySQL database performance. It can monitor MySQL databases, operating system resources, and query performance. The tool collects data without installing agents on the databases. It provides advisors, alerts and visualizations to help users identify and address issues. It aims to help database administrators ensure database availability, optimize performance, and plan for capacity needs.
This document discusses Oracle's database management and performance monitoring tools. It describes features like Automatic Database Diagnostic Monitor (ADDM) which can diagnose performance issues. It also discusses automatic SQL tuning which can capture and tune SQL statements. Real-time monitoring of SQL and PL/SQL is introduced which provides visibility into executions. The document emphasizes manageability and aims to boost administrator productivity through self-managing capabilities and issue detection.
This document provides an overview and summary of MySQL Cluster. It discusses how MySQL Cluster provides high availability, scalability and performance through features like auto-sharding, multi-master replication, ACID compliance, and built-in high availability. It also provides examples showing how MySQL Cluster can scale to handle over 1 billion updates per minute and discusses how operations like restarts have been improved in MySQL Cluster 7.4.1.
The document discusses ways to improve the performance of Oracle SOA Suite 11g. Some key points include:
1. Upgrading to Oracle SOA Suite 11g Patch Set 3 and switching from Sun JDK to JRockit JDK can provide significant performance boosts of up to 32%.
2. Optimizing logging levels and audit settings, such as changing the audit level from Development to Production, can improve performance by 46-92%.
3. Increasing the number of Mediator worker threads for asynchronous services results in a 30% performance improvement.
Top 10 tips for Oracle performance (Updated April 2015)Guy Harrison
This document provides a summary of Guy Harrison's top 10 Oracle database tuning tips presentation. The tips include being methodical and empirical in tuning, optimizing database design, indexing wisely, writing efficient code, optimizing the optimizer, tuning SQL and PL/SQL, monitoring and managing contention, optimizing memory to reduce I/O, and tuning I/O last but tuning it well. The document discusses each tip in more detail and provides examples and best practices for implementing them.
Ebs performance tuning session feb 13 2013---Presented by OracleAkash Pramanik
This document discusses performance tuning of Oracle E-Business Suite applications. It covers defining and isolating performance issues, approaches to investigating issues such as using SQL traces and TKPROF output, and AWR/Statspack reports. Best practices for maximizing performance are also presented, including upgrading components, applying recommended patches, performing regular health checks, and tuning the database, forms server, concurrent manager, and applications. The session agenda includes applications architecture, defining and isolating issues, SQL tracing, AWR reports, and best practices.
How to find what is making your Oracle database slowSolarWinds
The document discusses time-based analysis for improving Oracle performance. It introduces the OraPub 3-Circle Analysis method which examines the operating system, Oracle database, and application simultaneously. It emphasizes the importance of using quantitative, trustworthy data and understanding how work is processed over time. The document provides guidance on gathering diagnostic data, identifying performance bottlenecks, and focusing on the right types of SQL to optimize Oracle performance.
Any DBA from beginner to advanced level, who wants to fill in some gaps in his/her knowledge about Performance Tuning on an Oracle Database, will benefit from this workshop.
This document discusses monitoring and tuning Oracle Fusion Middleware 11g. It begins with an introduction and agenda, then covers manual monitoring techniques including WebLogic logging, Fusion Middleware logging, and selective tracing. It also discusses various monitoring utilities available, such as the WebLogic Administration Console, Dynamic Monitoring Services Spy servlet, and Administration Console Monitoring Dashboard. The document then covers automated monitoring options like the WebLogic Diagnostics Framework, WebLogic Scripting Tool, Java Admin Utility, SOA Management Packs, and Oracle Business Activity Monitoring. Finally, it discusses tuning topics like performance areas to focus on and configuration considerations for the environment and deployment architecture.
Ben Prusinski is presenting on Oracle R12 E-Business Suite performance tuning. He will cover methodology, best practices, and techniques from basic to advanced. The presentation includes tuning at the infrastructure, application, and database levels with a focus on a holistic approach. Specific areas that will be discussed are concurrent manager tuning including queue size, sleep cycle, cache size, and number of processes.
Exploring Oracle Database Performance Tuning Best Practices for DBAs and Deve...Aaron Shilo
The document provides an overview of Oracle database performance tuning best practices for DBAs and developers. It discusses the connection between SQL tuning and instance tuning, and how tuning both the database and SQL statements is important. It also covers the connection between the database and operating system, how features like data integrity and zero downtime updates are important. The presentation agenda includes topics like identifying bottlenecks, benchmarking, optimization techniques, the cost-based optimizer, indexes, and more.
The document discusses various tools that can be used for monitoring and tuning Oracle database performance. It describes tools like Oracle Enterprise Manager (OEM), Automatic Workload Repository (AWR), Automatic Database Diagnostic Monitor (ADDM), Active Session History (ASH), Snapper, and EDB360. These tools provide capabilities like monitoring database health and performance metrics over time, diagnosing performance bottlenecks, and capturing session-level activity. The presentation provides examples and demonstrations of using these tools to analyze performance and health check a sample Exadata database.
OOW15 - Getting Optimal Performance from Oracle E-Business Suitevasuballa
This packed Oracle development session summarizes practical tips and lessons learned from performance tuning and benchmarking the world’s largest Oracle E-Business Suite environments. Application system administrators will get concrete tips and techniques for identifying and resolving performance bottlenecks on all layers of the technology stack. They will also learn how Oracle’s engineered systems, such as Oracle Exadata and Oracle Exalogic, can dramatically improve the performance of their system.
This document discusses performance considerations when using Oracle Enterprise Manager 12c and cloud platforms. It summarizes the key strategies Oracle customers are using like standardization, virtualization, and database consolidation. It then discusses how Enterprise Manager provides a single pane of glass for managing databases on-premises and in the cloud. Specific techniques are presented for investigating and resolving performance issues that can occur in cloud environments due to network delays.
This document provides a summary of the Oracle Database Performance Tuning Guide, which discusses how to optimize performance in Oracle Database. It covers topics such as performance planning, instance tuning, SQL tuning, and performance tools. The guide contains multiple parts that cover performance planning, optimizing instance performance, and automatic performance diagnostics. It describes features, tools, and methods for improving database performance.
The presentation helps to introduce the key aspects of the Oracle Optimizer and how you find out what it's up to and how you can influence its decisions.
Workshop on Advanced Design Patterns for Amazon DynamoDB - DAT405 - re:Invent...Amazon Web Services
Join us for the first-ever Amazon DynamoDB practical hands-on workshop. This session is designed for developers, engineers, and database administrators who are involved in designing and maintaining DynamoDB applications. We begin with a walkthrough of proven NoSQL design patterns for at-scale applications. Next, we use step-by-step instructions to apply lessons learned to design DynamoDB tables and indexes that are optimized for performance and cost. Expect to leave this session with the knowledge to build and monitor DynamoDB applications that can grow to any size and scale. Attendees should have a basic understanding of DynamoDB. To attend this workshop, bring your laptop.
Presenter: Dean Richards of Confio Software
If you're a developer or DBA, this presentation will outline a method for determining the best execution plan for a query every time by utilizing SQL Diagramming techniques.
Whether you're a beginner or expert, this approach will save you countless hours tuning a query.
You Will Learn:
* SQL Tuning Methodology
* Response Time Tuning Practices
* How to use SQL Diagramming techniques to tune SQL statements
* How to read executions plans
This document provides a summary of Biju Thomas, an Oracle Solutions Architect, and his presentation on exploring the Oracle database to help answer questions at the EBS application side. It outlines his experience and credentials working with Oracle databases and EBS applications. The presentation agenda covers using AWR to find expensive SQL, tying SQL to EBS jobs, common performance issues and resolutions, periodic database maintenance, and using multiple concurrent manager lanes for performance.
The Plan Cache Whisperer - Performance Tuning SQL ServerJason Strate
Execution plans tell SQL Server how to execute queries. If you listen closely, execution plans can also tell you when performance-tuning opportunities exist in your environment. By listening to your queries, you can understand how SQL Server is operating and gain insight into how your environment is functioning. In this session, learn how to use XQuery to browse and search the plan cache, enabling you to find potential performance issues and opportunities to tune your queries. In addition, learn how a performance issue on a single execution plan can be used to find similar issues on other execution plans, enabling you to scale up your performance tuning effectiveness. You can use this information to help reduce issues related to parallelism, shift queries from using scans to using seek operations, or discover exactly which queries are using which indexes. All this and more is readily available through the plan cache.
This document discusses database deployment automation. It begins with introductions and an example of a problematic Friday deployment. It then reviews the concept of automation and different visions of it within an organization. Potential tools and frameworks for automation are discussed, along with common pitfalls. Basic deployment workflows using Oracle Cloud Control are demonstrated, including setting credentials, creating a proxy user, adding target properties, and using a job template. The document concludes by emphasizing that database deployment automation is possible but requires effort from multiple teams.
The document discusses using the Oracle Advisor framework to scale up performance tuning efforts. It provides an overview of the advisor framework and describes the types of information stored in advisor tables, such as findings, recommendations, actions, and rationale. It emphasizes how querying and understanding the contents of these tables can help DBAs address performance issues without rerunning advisors. Specific examples are provided to illustrate extracting useful insights from advisor views like DBA_ADVISOR_FINDINGS and DBA_ADVISOR_RECOMMENDATIONS. The goal is to leverage the historical data in the advisor framework to massively scale up a DBA's ability to perform routine performance tuning tasks.
In this presentation, attendees will learn how to determine the best approach for tuning SQL statements and other issues by identifying specific causes of slow performance. Real-life case studies will be used to demonstrate:
1.How to use Response Time Analysis (RTA) to quickly identify the biggest problems in a database
2.How to utilize the MDA tables to understand what resources are being used or waited on
3.Tips and techniques on examining and further fine-tuning the execution plan
Getting the most out of your Oracle 12.2 Optimizer (i.e. The Brain)SolarWinds
The Oracle Optimizer is the main brain behind an Oracle database, especially since it’s required in processing every SQL statement. The optimizer determines the most efficient execution plan based on the structure of the given query, the statistics available on the underlying objects as well as using all pertinent optimizer features available. In this presentation, we will introduce all of the new optimizer / statistics-related features in Oracle 12.2 release.
Migration to ClickHouse. Practical guide, by Alexander ZaitsevAltinity Ltd
This document provides a summary of migrating to ClickHouse for analytics use cases. It discusses the author's background and company's requirements, including ingesting 10 billion events per day and retaining data for 3 months. It evaluates ClickHouse limitations and provides recommendations on schema design, data ingestion, sharding, and SQL. Example queries demonstrate ClickHouse performance on large datasets. The document outlines the company's migration timeline and challenges addressed. It concludes with potential future integrations between ClickHouse and MySQL.
AWS re:Invent 2016| DAT318 | Migrating from RDBMS to NoSQL: How Sony Moved fr...Amazon Web Services
In this session, you will learn the key differences between a relational database management service (RDBMS) and non-relational (NoSQL) databases like Amazon DynamoDB. You will learn about suitable and unsuitable use cases for NoSQL databases. You'll learn strategies for migrating from an RDBMS to DynamoDB through a 5-phase, iterative approach. See how Sony migrated an on-premises MySQL database to the cloud with Amazon DynamoDB, and see the results of this migration.
Maintenance plans provide a way to automate database maintenance tasks such as integrity checks, index maintenance, and backups. They can be created using the Maintenance Plan Wizard or Maintenance Plan Designer. Common tasks include checking database integrity with DBCC CHECKDB, reorganizing or rebuilding indexes, updating statistics, and performing full, differential or transaction log backups. Care must be taken to choose the right tasks and schedule to maintain performance and protect the database.
SQLSaturday is a training event for SQL Server professionals and those wanting to learn about SQL Server. This event will be held Jun 13 2015 at Hochschule Bonn-Rhein-Sieg, Grantham-Allee 20, St. Augustin, Rheinland, 53757, Germany. Admittance to this event is free, all costs are covered by donations and sponsorships. Please register soon as seating is limited, and let friends and colleagues know about the event.
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Maintenance Plans for Beginners (but not only) | Each of experienced administrators used (to some extent) what is called Maintenance Plans - Plans of Conservation. During this session, I'd like to discuss what can be useful for us to provide functionality when we use them and what to look out for. Session at 200 times the forward-300, with the opening of the discussion.
How to analyze and tune sql queries for better performanceoysteing
The document discusses how to analyze and tune MySQL queries for better performance. It covers topics like cost-based query optimization in MySQL, tools for monitoring, analyzing and tuning queries, data access and index selection, the join optimizer, and influencing the optimizer. The agenda includes cost-based query optimization, tools like the performance schema and EXPLAIN, data access methods, joins, sorting, and influencing the optimizer.
Reduce SRE Stress: Minimizing Service Downtime with Grafana, InfluxDB and Tel...InfluxData
NetApp is a global cloud-led, data-centric software company. They are an industry leader in hybrid cloud data services and data management solutions. Their platform enables their customers to store and share large quantities of digital data across physical and hybrid cloud environments. NetApp Engineering’s Site Reliability Engineering team is tasked with supporting their internal build environment, test, and automation infrastructure. After collecting their time-stamped data in InfluxDB, they are using Kapacitor to push alerts directly to Slack via webhooks. Their globally distributed SRE team are able to seamlessly collaborate and troubleshoot. Discover how NetApp uses a time series platform to detect trends in real time that can result in failures within their environments, and to provide key metrics used in SRE postmortems.
Join this webinar as Dustin Sorge will dive into:
NetApp's approach to monitoring their SRE team's metrics — including SLO's and SLI's
Their best practices and techniques for monitoring memory usage and CPU usage
How they use InfluxDB and Telegraf to detect trends and coordinate fixes faster.
This presentation was prepared for a Webcast where John Yerhot, Engine Yard US Support Lead, and Chris Kelly, Technical Evangelist at New Relic discussed how you can scale and improve the performance of your Ruby web apps. They shared detailed guidance on issues like:
Caching strategies
Slow database queries
Background processing
Profiling Ruby applications
Picking the right Ruby web server
Sharding data
Attendees will learn how to:
Gain visibility on site performance
Improve scalability and uptime
Find and fix key bottlenecks
See the on-demand replay:
http://pages.engineyard.com/6TipsforImprovingRubyApplicationPerformance.html
Dr Elephant: LinkedIn's Self-Service System for Detecting and Treating Hadoop...DataWorks Summit
Dr. Elephant is a self-serve performance tuning tool for Hadoop that was created by LinkedIn to address the challenges their engineers faced in optimizing Hadoop performance. It automatically monitors completed Hadoop jobs to collect diagnostic information and identifies performance issues. It provides a dashboard and search interface for users to analyze job performance and get help tuning jobs. The goal is to help every user get the best performance without imposing a heavy time burden for learning or troubleshooting.
One of our favorite new features in SQL Server 2016 is the Query Store. The Query Store houses valuable information on performance of your queries as well as gives you great insights into your query workload. This presentation will take a look at the Query Store, how it works and the type of information it holds.
Similar to Stop the Chaos! Get Real Oracle Performance by Query Tuning Part 2 (20)
SolarWinds Government and Education Webinar: Greatest SolarWinds Features I N...SolarWinds
In this webinar, our presenter Vice President of Monalytic Scott Pross discussed how to implement features of the Orion Platform that can save you time and money and improve your understanding of when or where a problem occurs in your environment.
During this webinar, our presenter addressed the following questions:
What are the hidden features?
How do I add them to my monitoring environment (including best practices)?
In what scenarios should these features be implemented?
SolarWinds Government and Education Webinar: Gaps Exist in Your Monitoring In...SolarWinds
Gaps are the number one reason critical issues are missed, and network outages occur. Find out how to quickly identify and remove these gaps in your infrastructure monitoring and streamline mitigation.
Government Webinar: Alerting and Reporting in the Age of ObservabilitySolarWinds
Let your IT team take the Orion® Alerting Engine to the next level while providing in-depth business reports to management. Learn how to harness the metric ton of data from your SolarWinds database to power your IT and executive teams in the observability era.
Government and Education Webinar: Full Stack ObservabilitySolarWinds
A significant number of application performance issues can be traced back to the database tier. Learn how Server & Application Monitor plus SolarWinds database portfolio can provide the necessary observability to troubleshoot performance problems.
Government and Education Webinar: Public Sector Cybersecurity Survey - What I...SolarWinds
Join SolarWinds® CISO, Tim Brown, and Group Vice President, Brandon Shopp for a webinar to review and discuss our most recent Public Sector Cybersecurity Survey results, including significant differences across public sector market segments and how confident the respondents were in their teams’ ability to keep up with evolving threats.
Becoming Secure By Design: Questions You Should Ask Your Software VendorsSolarWinds
The next cyberattack is always around the corner, but you can use every minor incident to help you prepare for major ones. Designing your environment with security in mind at every step will help you better prepare, and you must make sure all those who contribute to your environment are equally secure, including your software partners.
Government and Education Webinar: Real-Time Mission, CIO, and Command DashboardsSolarWinds
Learn how to empower your leadership by connecting the dots for them between IT challenges and how they affect your mission and agency services, while providing the granular IT data engineers need to resolve issues.
Government and Education Webinar: Simplify Your Database Performance Manageme...SolarWinds
Kevin Kline, a noted database expert, gave a webinar on database performance management tools from SolarWinds. He discussed challenges database professionals face, an overview of SolarWinds solutions, and how to select the right tools. Tools like Database Performance Analyzer, Database Performance Monitor, and SQL Sentry were compared for features like monitoring multiple databases, troubleshooting performance issues, and optimizing queries. Kline took questions at the end on using the tools to solve common problems and demonstrate value.
Government and Education Webinar: SolarWinds Orion Platform: Audit and Stream...SolarWinds
During this interactive webinar, our presenter discussed how to leverage major Orion® Platform alert features and use lessons learned and best practices to provide actionable information for events around your organization.
Attendees learned about:
Using enhanced node status and dependencies
Defining thresholds or baselines
Categorizing and filtering with custom properties and groups
Leveraging advanced alerting features to improve alert detail and reduce noise
Ensuring persistent issues generate or escalate alerts and alarms
Integrating with chat, ticketing, APIs, and/or SMS and providing detailed poll data
Alert actions for network devices, servers, or services on failure
Government and Education Webinar: Leverage Automation to Improve IT OperationsSolarWinds
During this interactive webinar, our presenter discussed how automation can improve support levels and maximize your resources. He also reviewed how SolarWinds® IT operations management (ITOM) solutions can help with alerts, configuration management, capacity planning, and cyberthreat response and prevention.
Attendees learned about:
Alerts—leverage intelligent alerting to notify the appropriate staff members and use thresholds to trigger alerts
Configuration management—for networks, back up and standardize configs and automate repetitive tasks during upgrades; for systems, establish baselines and get notified of changes
Capacity planning—monitor system capacity and get notified when trends indicate shortages will occur; get virtualization recommendations based on data from your environment
Threat response—establish conditions for active responses to automatically make changes to deter active cyberthreats
Government and Education Webinar: Improving Application PerformanceSolarWinds
Learn about SolarWinds® systems management tools to monitor infrastructure and help improve application performance for your organization. SolarWinds systems management tools support on-premises, cloud-based, and hybrid applications.
Government and Education: IT Tools to Support Your Hybrid WorkforceSolarWinds
SolarWinds provides an overview of their IT operations management tools to support hybrid workforces. Their portfolio includes infrastructure and network monitoring, log management, and IT service management tools. They demonstrate their ipMonitor network monitoring tool, Kiwi CatTools for network configuration management, and Kiwi Syslog Server for log collection and management. The webinar aims to show how these tools can help improve visibility, support, and resolution for both on-site and remote users.
Government and Education Webinar: There's More Than One Way to Monitor SQL Da...SolarWinds
This webinar reviews the basics of database monitoring using SQL Server features, like extended events and agent monitoring to show you how to extend and amplify your database performance monitoring effectiveness with SolarWinds products.
SolarWinds Government and Education Webinar: Virtual Technology Briefing 08.0...SolarWinds
Attendees spent the day with SolarWinds learning how to get the most out of our network, systems, database, compliance and security products, and IT support tools. We discussed how we responded to the recent security incident, and how we’re moving forward with our Secure by Design approach. Our system engineers dove into the technical details, reviewed new products and features, and demonstrated configuration and integration points.
Presentation topics included technical updates on the following:
- Network management products and scaling the Orion® Platform
- Systems and database monitoring products
- Security and compliance products
- SolarWinds ITSM and support tools
Government and Education Webinar: Zero-Trust Panel Discussion SolarWinds
This document summarizes a SolarWinds webinar on zero-trust security for government and education organizations. The webinar covered an introduction to zero-trust principles, best practices and essential elements, the NIST zero-trust architecture, and how organizations can raise their defenses. It also included presentations by SolarWinds executives and an overview of the company and its security and IT management products.
Government and Education: Leveraging The SolarWinds Orion Assistance Program ...SolarWinds
The webinar provided an overview of the SolarWinds Orion Assistance Program (OAP) which offers upgrade and hotfix assistance at no cost to eligible SolarWinds customers affected by recent security incidents. It introduced Monalytic, a SolarWinds professional services partner, and covered best practices for securing the SolarWinds environment learned from the incidents. The webinar discussed OAP eligibility and services, recommended upgrading systems and changing passwords, and answered questions.
Government and Education Webinar: SQL Server—Advanced Performance Tuning SolarWinds
During this interactive webinar, attendees learned about:
Architecture and implementation of SolarWinds® Database Performance Analyzer (DPA) on-premises and in the cloud
What matters most when looking for SQL Server performance issue
Wait times
Blocking and deadlocking
VM metrics
Host resources
What you should be looking at if you’re running Azure SQL Database
Government and Education Webinar: Recovering IP Addresses on Your NetworkSolarWinds
In this webinar, we discussed how to recover IP addresses on your network, whether abandoned, static, or reserved.
During this interactive webinar, attendees learned about:
Gain a more complete view of your network and find abandoned IP addresses
Obtain accurate, current information about the IP addresses in use on your network
Easily change the address status from “Used” to “Available”
Receive alerts when DHCP address pools exceed utilization thresholds
Government and Education Webinar: Optimize Performance With Advanced Host Mon...SolarWinds
This webinar discussed advanced host monitoring solutions from SolarWinds. It began with an overview of SolarWinds and its various IT management products. It then covered challenges with monitoring hybrid systems, tracking resource usage, and monitoring applications. The presentation demonstrated SolarWinds' host monitoring products for areas like virtual machine monitoring, web application performance, server configurations, and database performance. Additional resources and a question and answer session concluded the webinar.
Government and Education Webinar: Conquering Remote Work IT Challenges SolarWinds
In this webinar, we discussed how SolarWinds® solutions can help you overcome remote work IT challenges.
During this interactive webinar, attendees learned about:
Improve network monitoring, configuration, and VPN management with SolarWinds Network Performance Monitor (NPM) and SolarWinds Network Configuration Manager (NCM)
Monitor the server and application performance of your collaboration systems with SolarWinds Server & Application Monitor (SAM)
Utilize configuration management to efficiently deploy upgrades and improve compliance with NCM
Support users and systems remotely with tools such as SolarWinds Dameware® Remote Support (DRS) and SolarWinds Dameware Remote Everywhere (DRE)
Improve IT request management, ticket tracking, and asset management with tools like SolarWinds Web Help Desk® and SolarWinds Service Desk
Automate provisioning and permissions management with SolarWinds Access Rights Manager™ (ARM)
Locate users and devices on your network with SolarWinds User Device Tracker (UDT)
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-EfficiencyScyllaDB
Freshworks creates AI-boosted business software that helps employees work more efficiently and effectively. Managing data across multiple RDBMS and NoSQL databases was already a challenge at their current scale. To prepare for 10X growth, they knew it was time to rethink their database strategy. Learn how they architected a solution that would simplify scaling while keeping costs under control.
5th LF Energy Power Grid Model Meet-up SlidesDanBrown980551
5th Power Grid Model Meet-up
It is with great pleasure that we extend to you an invitation to the 5th Power Grid Model Meet-up, scheduled for 6th June 2024. This event will adopt a hybrid format, allowing participants to join us either through an online Mircosoft Teams session or in person at TU/e located at Den Dolech 2, Eindhoven, Netherlands. The meet-up will be hosted by Eindhoven University of Technology (TU/e), a research university specializing in engineering science & technology.
Power Grid Model
The global energy transition is placing new and unprecedented demands on Distribution System Operators (DSOs). Alongside upgrades to grid capacity, processes such as digitization, capacity optimization, and congestion management are becoming vital for delivering reliable services.
Power Grid Model is an open source project from Linux Foundation Energy and provides a calculation engine that is increasingly essential for DSOs. It offers a standards-based foundation enabling real-time power systems analysis, simulations of electrical power grids, and sophisticated what-if analysis. In addition, it enables in-depth studies and analysis of the electrical power grid’s behavior and performance. This comprehensive model incorporates essential factors such as power generation capacity, electrical losses, voltage levels, power flows, and system stability.
Power Grid Model is currently being applied in a wide variety of use cases, including grid planning, expansion, reliability, and congestion studies. It can also help in analyzing the impact of renewable energy integration, assessing the effects of disturbances or faults, and developing strategies for grid control and optimization.
What to expect
For the upcoming meetup we are organizing, we have an exciting lineup of activities planned:
-Insightful presentations covering two practical applications of the Power Grid Model.
-An update on the latest advancements in Power Grid -Model technology during the first and second quarters of 2024.
-An interactive brainstorming session to discuss and propose new feature requests.
-An opportunity to connect with fellow Power Grid Model enthusiasts and users.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/temporal-event-neural-networks-a-more-efficient-alternative-to-the-transformer-a-presentation-from-brainchip/
Chris Jones, Director of Product Management at BrainChip , presents the “Temporal Event Neural Networks: A More Efficient Alternative to the Transformer” tutorial at the May 2024 Embedded Vision Summit.
The expansion of AI services necessitates enhanced computational capabilities on edge devices. Temporal Event Neural Networks (TENNs), developed by BrainChip, represent a novel and highly efficient state-space network. TENNs demonstrate exceptional proficiency in handling multi-dimensional streaming data, facilitating advancements in object detection, action recognition, speech enhancement and language model/sequence generation. Through the utilization of polynomial-based continuous convolutions, TENNs streamline models, expedite training processes and significantly diminish memory requirements, achieving notable reductions of up to 50x in parameters and 5,000x in energy consumption compared to prevailing methodologies like transformers.
Integration with BrainChip’s Akida neuromorphic hardware IP further enhances TENNs’ capabilities, enabling the realization of highly capable, portable and passively cooled edge devices. This presentation delves into the technical innovations underlying TENNs, presents real-world benchmarks, and elucidates how this cutting-edge approach is positioned to revolutionize edge AI across diverse applications.
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.
Have you ever been confused by the myriad of choices offered by AWS for hosting a website or an API?
Lambda, Elastic Beanstalk, Lightsail, Amplify, S3 (and more!) can each host websites + APIs. But which one should we choose?
Which one is cheapest? Which one is fastest? Which one will scale to meet our needs?
Join me in this session as we dive into each AWS hosting service to determine which one is best for your scenario and explain why!
This presentation provides valuable insights into effective cost-saving techniques on AWS. Learn how to optimize your AWS resources by rightsizing, increasing elasticity, picking the right storage class, and choosing the best pricing model. Additionally, discover essential governance mechanisms to ensure continuous cost efficiency. Whether you are new to AWS or an experienced user, this presentation provides clear and practical tips to help you reduce your cloud costs and get the most out of your budget.
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slackshyamraj55
Discover the seamless integration of RPA (Robotic Process Automation), COMPOSER, and APM with AWS IDP enhanced with Slack notifications. Explore how these technologies converge to streamline workflows, optimize performance, and ensure secure access, all while leveraging the power of AWS IDP and real-time communication via Slack notifications.
Ivanti’s Patch Tuesday breakdown goes beyond patching your applications and brings you the intelligence and guidance needed to prioritize where to focus your attention first. Catch early analysis on our Ivanti blog, then join industry expert Chris Goettl for the Patch Tuesday Webinar Event. There we’ll do a deep dive into each of the bulletins and give guidance on the risks associated with the newly-identified vulnerabilities.
GraphRAG for Life Science to increase LLM accuracyTomaz Bratanic
GraphRAG for life science domain, where you retriever information from biomedical knowledge graphs using LLMs to increase the accuracy and performance of generated answers
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
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.
Dandelion Hashtable: beyond billion requests per second on a commodity serverAntonios Katsarakis
This slide deck presents DLHT, a concurrent in-memory hashtable. Despite efforts to optimize hashtables, that go as far as sacrificing core functionality, state-of-the-art designs still incur multiple memory accesses per request and block request processing in three cases. First, most hashtables block while waiting for data to be retrieved from memory. Second, open-addressing designs, which represent the current state-of-the-art, either cannot free index slots on deletes or must block all requests to do so. Third, index resizes block every request until all objects are copied to the new index. Defying folklore wisdom, DLHT forgoes open-addressing and adopts a fully-featured and memory-aware closed-addressing design based on bounded cache-line-chaining. This design offers lock-free index operations and deletes that free slots instantly, (2) completes most requests with a single memory access, (3) utilizes software prefetching to hide memory latencies, and (4) employs a novel non-blocking and parallel resizing. In a commodity server and a memory-resident workload, DLHT surpasses 1.6B requests per second and provides 3.5x (12x) the throughput of the state-of-the-art closed-addressing (open-addressing) resizable hashtable on Gets (Deletes).
Skybuffer SAM4U tool for SAP license adoptionTatiana Kojar
Manage and optimize your license adoption and consumption with SAM4U, an SAP free customer software asset management tool.
SAM4U, an SAP complimentary software asset management tool for customers, delivers a detailed and well-structured overview of license inventory and usage with a user-friendly interface. We offer a hosted, cost-effective, and performance-optimized SAM4U setup in the Skybuffer Cloud environment. You retain ownership of the system and data, while we manage the ABAP 7.58 infrastructure, ensuring fixed Total Cost of Ownership (TCO) and exceptional services through the SAP Fiori interface.
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.
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.
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
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.
44. The SolarWinds, SolarWinds & Design, Orion, and THWACK trademarks are the exclusive
property of SolarWinds Worldwide, LLC or its affiliates, are registered with the U.S.
Patent and Trademark Office, and may be registered or pending registration in other
countries. All other SolarWinds trademarks, service marks, and logos may be common
law marks or are registered or pending registration. All other trademarks mentioned
herein are used for identification purposes only and are trademarks of (and may be
registered trademarks) of their respective companies.
Thank You!!!