This document discusses several key considerations for optimizing database performance in Java enterprise applications. It covers topics like object-relational mapping, persistence frameworks, caching strategies, prepared statements, connection pooling, testing approaches, and common performance antipatterns. Live demos are also provided to illustrate concepts like caching and working with the JDBC layer.
A pipeline of reading, parsing, optimizing, and storing a log file to parquet.
This script uses the Python pandas library, utilizing the efficient Apache Parquet format for a big speed up and efficient storage.
This describes a Python workflow script for preparing log files for analysis. It works with any log format (you need to provide a regex), and compresses files to the extremely efficient parquet format.
https://advertools.readthedocs.io/en/master/advertools.logs.html
A pipeline of reading, parsing, optimizing, and storing a log file to parquet.
This script uses the Python pandas library, utilizing the efficient Apache Parquet format for a big speed up and efficient storage.
This describes a Python workflow script for preparing log files for analysis. It works with any log format (you need to provide a regex), and compresses files to the extremely efficient parquet format.
https://advertools.readthedocs.io/en/master/advertools.logs.html
The Mecelle was the civil code of the Ottoman Empire in the late 19th and early 20th centuries. It was the first attempt to codify a part of the Sharia-based law of an Islamic state.
Learn about the most popular use social media tools and how you can use them to CONNECT where it matters. Discover the business value of using social media and how it can grow your network.
This slide-show was presented by Ralph Swain, Wilderness Program Manager for the USDA Forest Service Rocky Mountain Region, during the WILD9 Wilderness Management Seminar Training (1-3 November 2009). Ralph was a leader in the training, which brought together over 20 wilderness managers from around the world to share knowledge & experiences and learn best-practices in wilderness management.
Serhiy Kalinets "Embracing architectural challenges in the modern .NET world"Fwdays
For more than decade .NET has been used primarily in enterprise software development. We all remember intranet deployment, IIS, SQL Server, N-tier applications and so on. The toolset (Visual Studio, SQL Management Studio, IIS Management snap-in etc) seemed to be set in stone as well as architecture (controllers, services, repositories). .NET people were isolated from other folks, who were using clusters, containers, clouds, and Linux.
However, adoption of clouds during few past years, the release of .NET Core made much more choices available to developers. It turned out that traditional way of building application is not that efficient from many viewpoints, including costs, time, performance or robustness. It happens because the environment has been changed and many assumptions are not still relevant.
In this talk, we will discuss what and why has been changed and how to deal with that. What are new requirements for our applications? What are new services available, and how to use them wisely? And finally, how should we design our applications to be cost-effective, competitive and have a lot of fun working with .NET Core.
The Mecelle was the civil code of the Ottoman Empire in the late 19th and early 20th centuries. It was the first attempt to codify a part of the Sharia-based law of an Islamic state.
Learn about the most popular use social media tools and how you can use them to CONNECT where it matters. Discover the business value of using social media and how it can grow your network.
This slide-show was presented by Ralph Swain, Wilderness Program Manager for the USDA Forest Service Rocky Mountain Region, during the WILD9 Wilderness Management Seminar Training (1-3 November 2009). Ralph was a leader in the training, which brought together over 20 wilderness managers from around the world to share knowledge & experiences and learn best-practices in wilderness management.
Serhiy Kalinets "Embracing architectural challenges in the modern .NET world"Fwdays
For more than decade .NET has been used primarily in enterprise software development. We all remember intranet deployment, IIS, SQL Server, N-tier applications and so on. The toolset (Visual Studio, SQL Management Studio, IIS Management snap-in etc) seemed to be set in stone as well as architecture (controllers, services, repositories). .NET people were isolated from other folks, who were using clusters, containers, clouds, and Linux.
However, adoption of clouds during few past years, the release of .NET Core made much more choices available to developers. It turned out that traditional way of building application is not that efficient from many viewpoints, including costs, time, performance or robustness. It happens because the environment has been changed and many assumptions are not still relevant.
In this talk, we will discuss what and why has been changed and how to deal with that. What are new requirements for our applications? What are new services available, and how to use them wisely? And finally, how should we design our applications to be cost-effective, competitive and have a lot of fun working with .NET Core.
Voldemort & Hadoop @ Linkedin, Hadoop User Group Jan 2010Bhupesh Bansal
Jan 22nd, 2010 Hadoop meetup presentation on project voldemort and how it plays well with Hadoop at linkedin. The talk focus on Linkedin Hadoop ecosystem. How linkedin manage complex workflows, data ETL , data storage and online serving of 100GB to TB of data.
NativeX (formerly W3i) recently transitioned a large portion of their backend infrastructure from MS SQL Server to Apache Cassandra. Today, its Cassandra cluster backs its mobile advertising network supporting over 10 million daily active users producing over 10,000 transactions per second with an average database request latency of under 2 milliseconds. Going from relational to noSQL required NativeX's engineers to re-train, re-tool and re-think the way it architects applications and infrastructure. Learn why Cassandra was selected as a replacement, what challenges were encountered along the way, and what architecture and infrastructure were involved in the implementation.
JDBC has been the de-facto standard for accessing relational databases for a long time. Times are however changing. In cloud environments the pay-per-use model is popular. If you can use resources more efficiently, you can save money! In addition, when running applications at cloud-scale, the number of concurrent requests which hit your services can skyrocket. Can JDBC handle such concurrency efficiently? Answer: No. The time has come to look beyond JDBC!
For services, reactive frameworks are becoming more popular. These frameworks can make more efficient use of resources due to their non-blocking nature, especially at high concurrency. Now with R2DBC relational databases can also be accessed using a reactive API! This means more efficient use of CPU and memory and better response times and throughput at high concurrency.
A tempting story but there are of course many questions
- Is R2DBC mature enough to implement?
- Which R2DBC drivers are available?
- Is framework support available?
- What do you need to do in order to implement R2DBC?
- Does it improve performance enough to make the switch worthwhile?
- Do I need to have a completely non-blocking stack to benefit from using R2DBC?
To answer these questions and more, I've created several implementations using R2DBC and JDBC with Spring Web MVC and Spring WebFlux and put them to the test. I looked at how to implement R2DBC and measured resource usage, throughput, and responsetimes. Interested in the results? Hint: R2DBC is pretty cool!
This presentation shows the general methodology of porting a JEE web application to GigaSpaces XAP and the lessons learned from the process of porting the Spring PetClinic sample application to the GigaSpaces platform
Data Lakehouse, Data Mesh, and Data Fabric (r1)James Serra
So many buzzwords of late: Data Lakehouse, Data Mesh, and Data Fabric. What do all these terms mean and how do they compare to a data warehouse? In this session I’ll cover all of them in detail and compare the pros and cons of each. I’ll include use cases so you can see what approach will work best for your big data needs.
Data Warehouse Design and Best PracticesIvo Andreev
A data warehouse is a database designed for query and analysis rather than for transaction processing. An appropriate design leads to scalable, balanced and flexible architecture that is capable to meet both present and long-term future needs. This session covers a comparison of the main data warehouse architectures together with best practices for the logical and physical design that support staging, load and querying.
Redefining ETL Pipelines with Apache Technologies to Accelerate Decision-Maki...Eran Chinthaka Withana
Pharmaceutical and medical device makers spend over $130bn each year collecting and analyzing new data, mostly through clinical trials. It costs over $1.8bn to bring a new drug to market, and over $4bn when factoring in the cost of failures. By more efficiently understanding and analyzing this data, new drugs can reach patients quicker, safer, and at a lower cost.
In this presentation, Eran will discuss how ETL pipelines can be built using the Apache and other open source projects to improve clinical trial development. We will examine how the system is built, the challenges we faced and how we are able to reduce cost, accelerate execution time, and improve results. We will also demonstrate how reliable resource allocation, scalable data ingestion adapters, on-demand and fault tolerant job deployments, and monitoring benefit clinical trial decision-making and execution.
AWS Summit Berlin 2013 - Building web scale applications with AWSAWS Germany
AWS provides a platform that is ideally suited for deploying highly available and reliable systems that can scale with a minimal amount of human interaction. This talk describes a set of architectural patterns that support highly available services that are also scalable, low cost, low latency and allow for agile development practices. We walk through the various architectural decisions taken for each tier and explain our choices for appropriate AWS services and building blocks to ensure the security, scale, availability and reliability of the application.
Similar to W-JAX Performance Workshop - Database Performance (20)
The definition of normal - An introduction and guide to anomaly detection. Alois Reitbauer
What is normal behaviour?
How are expectations about future behaviour derived from data?
How do anomaly detection algorithms work including trending and seasonality?
How do these algorithms know whether something is an anomaly?
Which algorithms can be used for which type of data?
Micro Services provide a means to build more flexible infrastructures that can maintained by large and distributed teams. Micro Deployments allow us to constantly evolve our applications step by step in small increments constantly. These paradigms helps us to achieve more agility. At the same time the force us to rethink how we run our DevOps processes. This talk covers the key requirements for DevOps follow the Site Reliability Engineering approach
How fast does a web page need to be in a certain industry. Learn about the characteristics of retail, travel and media sites. See what makes them fast or slow.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on the notifications, alerts, and approval requests using Slack for Bonterra Impact Management. The solutions covered in this webinar can also be deployed for Microsoft Teams.
Interested in deploying notification automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Generating a custom Ruby SDK for your web service or Rails API using Smithyg2nightmarescribd
Have you ever wanted a Ruby client API to communicate with your web service? Smithy is a protocol-agnostic language for defining services and SDKs. Smithy Ruby is an implementation of Smithy that generates a Ruby SDK using a Smithy model. In this talk, we will explore Smithy and Smithy Ruby to learn how to generate custom feature-rich SDKs that can communicate with any web service, such as a Rails JSON API.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
8. Lazy vs. Eager loading Application Database select ... from master select ... from detail select ... from detail select ... from detail Application Database select ... from master, detail where ..
19. Query more data then needed Application First Name Last Name Country Mike Tom Frank Sinatra Jones Myers Germany firstname lastname birthdate USA Person Address street streetNo city country Austria Database select * from person, address
20. Release Connections early Application Connection getConnection() closeConnection() Connection locked Application Connection getConnection() closeConnection() Connection locked Code requiring DB access Code NOT requiring DB access