Presentation by Jamie Whyte, Data Innovation Specialist, Trafford Council
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Topic of Jamie's presentation at the 2014 InstantAtlas Coventry Workshop - Open Intelligence - Using data to target resources in the community
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Superpower Your Apache Kafka Applications Development with Complementary Open...
Kafka Summit talk (Bangalore, India, May 2, 2024, https://events.bizzabo.com/573863/agenda/session/1300469 )
Many Apache Kafka use cases take advantage of Kafka’s ability to integrate multiple heterogeneous systems for stream processing and real-time machine learning scenarios. But Kafka also exists in a rich ecosystem of related but complementary stream processing technologies and tools, particularly from the open-source community. In this talk, we’ll take you on a tour of a selection of complementary tools that can make Kafka even more powerful. We’ll focus on tools for stream processing and querying, streaming machine learning, stream visibility and observation, stream meta-data, stream visualisation, stream development including testing and the use of Generative AI and LLMs, and stream performance and scalability. By the end you will have a good idea of the types of Kafka “superhero” tools that exist, which are my favourites (and what superpowers they have), and how they combine to save your Kafka applications development universe from swamploads of data stagnation monsters!
Why Apache Kafka Clusters Are Like Galaxies (And Other Cosmic Kafka Quandarie...
Closing talk for the Performance Engineering track at Community Over Code EU (Bratislava, Slovakia, June 5 2024) https://eu.communityovercode.org/sessions/2024/why-apache-kafka-clusters-are-like-galaxies-and-other-cosmic-kafka-quandaries-explored/ Instaclustr (now part of NetApp) manages 100s of Apache Kafka clusters of many different sizes, for a variety of use cases and customers. For the last 7 years I’ve been focused outwardly on exploring Kafka application development challenges, but recently I decided to look inward and see what I could discover about the performance, scalability and resource characteristics of the Kafka clusters themselves. Using a suite of Performance Engineering techniques, I will reveal some surprising discoveries about cosmic Kafka mysteries in our data centres, related to: cluster sizes and distribution (using Zipf’s Law), horizontal vs. vertical scalability, and predicting Kafka performance using metrics, modelling and regression techniques. These insights are relevant to Kafka developers and operators.
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Explore the evolution of programming and software development and design in 2024. Discover emerging trends shaping the future of coding in our insightful analysis."
Here's an overview:Introduction: The Evolution of Programming and Software DevelopmentThe Rise of Artificial Intelligence and Machine Learning in CodingAdopting Low-Code and No-Code PlatformsQuantum Computing: Entering the Software Development MainstreamIntegration of DevOps with Machine Learning: MLOpsAdvancements in Cybersecurity PracticesThe Growth of Edge ComputingEmerging Programming Languages and FrameworksSoftware Development Ethics and AI RegulationSustainability in Software EngineeringThe Future Workforce: Remote and Distributed TeamsConclusion: Adapting to the Changing Software Development LandscapeIntroduction: The Evolution of Programming and Software Development
Photoshop Tutorial for Beginners (2024 Edition)Explore the evolution of programming and software development and design in 2024. Discover emerging trends shaping the future of coding in our insightful analysis."Here's an overview:Introduction: The Evolution of Programming and Software DevelopmentThe Rise of Artificial Intelligence and Machine Learning in CodingAdopting Low-Code and No-Code PlatformsQuantum Computing: Entering the Software Development MainstreamIntegration of DevOps with Machine Learning: MLOpsAdvancements in Cybersecurity PracticesThe Growth of Edge ComputingEmerging Programming Languages and FrameworksSoftware Development Ethics and AI RegulationSustainability in Software EngineeringThe Future Workforce: Remote and Distributed TeamsConclusion: Adapting to the Changing Software Development LandscapeIntroduction: The Evolution of Programming and Software Development
The importance of developing and designing programming in 2024
Programming design and development represents a vital step in keeping pace with technological advancements and meeting ever-changing market needs. This course is intended for anyone who wants to understand the fundamental importance of software development and design, whether you are a beginner or a professional seeking to update your knowledge.
Course objectives:
1. **Learn about the basics of software development:
- Understanding software development processes and tools.
- Identify the role of programmers and designers in software projects.
2. Understanding the software design process:
- Learn about the principles of good software design.
- Discussing common design patterns such as Object-Oriented Design.
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What’s New in VictoriaLogs - Q2 2024 Update
These are the slides of the presentation given during the Q2 2024 Virtual VictoriaMetrics Meetup. View the recording here: https://www.youtube.com/watch?v=hzlMA_Ae9_4&t=206s
Topics covered:
1. What is VictoriaLogs
Open source database for logs
● Easy to setup and operate - just a single executable with sane default configs
● Works great with both structured and plaintext logs
● Uses up to 30x less RAM and up to 15x disk space than Elasticsearch
● Provides simple yet powerful query language for logs - LogsQL
2. Improved querying HTTP API
3. Data ingestion via Syslog protocol
* Automatic parsing of Syslog fields
* Supported transports:
○ UDP
○ TCP
○ TCP+TLS
* Gzip and deflate compression support
* Ability to configure distinct TCP and UDP ports with distinct settings
* Automatic log streams with (hostname, app_name, app_id) fields
4. LogsQL improvements
● Filtering shorthands
● week_range and day_range filters
● Limiters
● Log analytics
● Data extraction and transformation
● Additional filtering
● Sorting
5. VictoriaLogs Roadmap
● Accept logs via OpenTelemetry protocol
● VMUI improvements based on HTTP querying API
● Improve Grafana plugin for VictoriaLogs -
https://github.com/VictoriaMetrics/victorialogs-datasource
● Cluster version
○ Try single-node VictoriaLogs - it can replace 30-node Elasticsearch cluster in production
● Transparent historical data migration to object storage
○ Try single-node VictoriaLogs with persistent volumes - it compresses 1TB of production logs from
Kubernetes to 20GB
● See https://docs.victoriametrics.com/victorialogs/roadmap/
Try it out: https://victoriametrics.com/products/victorialogs/
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Learn how WooCommerce can transform your WordPress site into a powerful and flexible e-commerce store.
Hands-on with Apache Druid: Installation & Data Ingestion Steps
Supercharge your analytics workflow with https://bityl.co/Qcuk Apache Druid's real-time capabilities and seamless Kafka integration. Learn about it in just 14 steps.
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- 1. INFOTRAFFORD Open Intelligence – Using Data To Target Community
- 2. ABOUT INFOTRAFFORD • Trafford Council • Greater Manchester Police • Central Government • Many Others Our mission is to ensure all our current and future partners fully understand needs and opportunities in Trafford, by bringing together all of the data and information on the local area, and turning it into accessible intelligence. • Ward / Area Profiles • Consultations • Dashboards • Specific Projects Trafford Assist, BlueSci, Defibrillators, Telecare, Trafford Schools, Channel Shift, Trafford Partnership, Allotments, Trafford Housing Trust, Stronger Families, Locality Boards, Voluntary Sector Grants, Area Partnerships, Waste Management, Elected Members, Health and Wellbeing Board, Joint Strategic Needs Assessment, Business Engagement, the Public, Trafford Commissioners, Planning Applications, Elections, Sport and Physical Activity Partnership, Fuel Poverty, Brazil…
- 3. META STATISTICS 872 VISITS 4,257 PAGE VIEWS 04:47AVG VISIT DURATION per month (February 2014)
- 4. ABOUT TRAFFORD 228,500 RESIDENTS IN 95,000 HOUSEHOLDS MIDDLE QUINTILE FOR DEPRIVATION 80% WHITE BRITISH 2.83% JOBSEEKERS ALLOWANCE 82% SAY HEALTH IS GOOD/VERY GOOD
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