Integrating multiple CDN providers at Etsy - Velocity Europe (London) 2013

기존 온프레미스 환경에서는 비즈니스 성장에 따른 유연한 확장에 어려움 있어 AWS를 이용하여 더욱 탄력적인 환경을 구축하는 프로젝트를 수행하였습니다. 이 세션을 통해 카카오게임즈가 AWS와 함께 수행한 데이터레이크 마이그레이션의 여정과, 그 과정에서 Amazon S3, EMR, Athena, Redshift 등의 다양한 기술 요소들을 활용한 경험과 팁을 전달해 드립니다.

With the maturity and breadth of cloud solutions, more enterprises are moving mission-critical workloads to the cloud. American Commercial Lines (ACL) recently migrated their Oracle ERP to AWS. ERP solutions such as Oracle E-Business Suite require specific knowledge in mapping AWS infrastructure to the specific configurations and needs of running these workloads. In this session, Apps Associates and ACL walk through the considerations for running Oracle E-Business Suite on AWS, including deployment architectures, concurrent processing, load balanced forms and web services, varying database transactional workloads, and performance requirements, as well as security and monitoring aspects. ACL shares their experiences and business drivers in making this transition to AWS.

2016년 4월 27일 DB Day 에서 김용우 솔루션즈 아키텍트 께서 발표하신 “Amazon Redshift의 이해와 활용 “ 발표자료입니다.

베스핀글로벌 AI/ML팀 조창윤 팀장

Amazon Timestream is a fast, scalable, and fully managed time-series database for IoT and operational applications. It can ingest millions of events per second and queries trillions of events, at a cost of 1000x faster and 1/10th the price of relational databases. Timestream is optimized for time-series data and provides built-in functions for analysis. It offers flexible data storage tiers of memory, magnetic disk, and SSD.

In-memory services, such as Amazon ElastiCache for Redis, provide a number of tools to accelerate application and database performance. In this workshop, we explore those tools and features and dive deep into Redis, the ElastiCache API, and the common architecture patterns for which we see customers using in-memory services. Gain hands-on experience launching a Redis cluster through AWS CloudFormation, updating the cluster through the CLI, and working with Redis data structures.

5월 17일 서울COEX에서 열린 AWS Summit Seoul 2016에서 양승도 솔루션즈 아키텍트님이 발표하신 "나에게 맞는 AWS 데이터베이스 서비스 선택하기" 발표자료입니다.

Cloud computing is accelerating digital transformation for enterprises, enabling application modernization with advanced technologies like machine learning, containers, and serverless architecture. Join Sandy Carter, VP of Enterprise Workloads to learn how customers are using AWS to accelerate innovation, design and modernize their enterprise application.

Learn how to convert and migrate your relational databases, nonrelational databases, and data warehouses to the cloud. AWS Database Migration Service (AWS DMS) and AWS Schema Conversion Tool (AWS SCT) can help with homogeneous migrations as well as migrations between different database engines, such as Oracle or SQL Server, to Amazon Aurora. Hear from Verizon about how they intend to migrate critical databases to Amazon Aurora with PostgreSQL compatibility from their current on-premises Oracle databases, and learn how they intend to deal with challenges such as conversion of legacy code and complex data types, supporting business resiliency, and maintaining data synchronization during the transition phase.

AWS로 데이터 센터를 이전한 음원 서비스 플로(FLO)의 비즈니스 혁신과 경쟁력을 강화한 전략을 소개합니다. 플로는 능동적인 서버 수요 대응, 고도화된 트래픽 관리, 간편화 미디어 처리 파이프라인 등 AWS를 기반으로 "오디오 오픈플랫폼"이라는 새로운 사업 모델을 통해 콘텐츠 사업 역량 강화와 플랫폼 사업 성장을 창조하고 있습니다. 관련 내용 및 실제 데이터 센터 이전 과정에 대해서도 상세히 소개드릴 예정입니다.

In this webinar you will learn how the AWS Database Migration Service (DMS) and AWS Schema Conversion Tool (SCT) can help migrate your databases to AWS for homogeneous and heterogeneous migrations. We will also discuss new sources and targets, together with new features that make DMS and SCT a powerful combination for both your database migration and data replication requirements. This is a Level 100 webinar. Speaker: Blair Layton, APAC Business Development, Database,

[Retail & CPG Day 2019] AWS기반의 Data 분석 플랫폼 구축, 고객사례 (GS SHOP) -김형일, AWS 솔루션즈 아키텍트

발표영상 다시보기: https://kr-resources.awscloud.com/data-databases-and-analytics/aurora-mysql-backtrack%EC%9D%84-%EC%9D%B4%EC%9A%A9%ED%95%9C-%EB%B9%A0%EB%A5%B8-%EB%B3%B5%EA%B5%AC-%EB%B0%A9%EB%B2%95-%EC%A7%84%EA%B5%90%EC%84%A0-aws-database-modernization-day-%EC%98%A8%EB%9D%BC%EC%9D%B8-2 Aurora MySQL은 기존 MySQL의 운영에 추가한 많은 기능들을 제공해 드리고 있습니다. 이 중 복구에 관련된 기능인 Aurora MySQL PITR과 Backtrack에 대한 소개를 드리고자 합니다. 두 기능을 통해 운영 중 일어날 수 있는 rollback 상황에서, 어떠한 방식으로 복구를 할 수 있는지 실습해보실 수 있습니다.

Presentation slides for AWS User Group - Malaysia meet up @ SuriaLab on 22nd Apr 2019. It's about the introduction to Terraform as IaC tools for AWS.

The volume of available data is growing by the second (to an estimated 175 zetabytes by 2025), and it is becoming increasingly granular in its information. With that change every organization is moving towards building a data driven culture. We at Northwestern Mutual share similar story of driving towards making data driven decisions to improve both efficiency and effectiveness. Legacy system analysis revealed bottlenecks, excesses, duplications etc. Based on ever growing need to analyze more data our BI Team decided to make a move to more modern, scalable, cost effective data platform. As a financial company, data security is as important as ingestion of data. In addition to fast ingestion and compute we would need a solution that can support column level encryption, Role based access to different teams from our datalake. In this talk we describe our journey to move 100’s of ELT jobs from current MSBI stack to Databricks and building a datalake (using Lakehouse). How we reduced our daily data load time from 7 hours to 2 hours with capability to ingest more data. Share our experience, challenges, learning, architecture and design patterns used while undertaking this huge migration effort. Different sets of tools/frameworks built by our engineers to help ease the learning curve that our non-Apache Spark engineers would have to go through during this migration. You will leave this session with more understand on what it would mean for you and your organization if you are thinking about migrating to Apache Spark/Databricks.

2015年7月28日開催の「【AWS初心者向けWebinar】RDBのAWSへの移行方法（Oracleを例に）」の資料です。

An Analysis of the CDN marketing in February 2014. Market Overview, Threats, Opportunities, Projections. CDN strategy examples the appendix

The document summarizes a presentation about the future of content delivery networks (CDNs) over the next 10 years. The presentation makes several predictions, including that traffic will grow exponentially as more content like video moves online, connected devices will drive complexity through spikes in demand, CDN architectures will evolve to move content closer to the edge, and cooperation between CDNs and telcos will be necessary to succeed in the future market. Overall, the CDN market is expected to have healthy growth over the next 10 years as services become more cost effective and enable business innovation.

Big Data comes from a variety of sources as human activities online generate vast amounts of data every day through intentional, accidental, and unknown means. This includes activities on social media, sensors, logs, and more. Content delivery networks (CDNs) can help distribute big data by caching content on servers located closer to users. While pushing content to CDNs offloads work from origin servers and improves performance, it also segments users and requires replication strategies to maintain consistency. Techniques include pre-computing static content from dynamic sources, pushing searches and other functions to CDNs, and experimenting with different cache models. Overall, CDNs can be an effective way to distribute big data but also introduce more complexity and dependence on the CDN

A content delivery network (CDN) distributes content across multiple servers located in different geographic locations. This improves performance by serving content from the server closest to the user. CDNs provide advantages like decreasing server load, faster content delivery, 100% availability even during outages, increased concurrent users, and more control over asset delivery. While CDNs improve performance, they also have disadvantages to consider like increased complexity and upfront costs.

Docker is a tool that makes it easier to use Linux containers (LXC) to deploy applications. It allows applications to run consistently across servers by including dependencies within containers. Containers are more lightweight than virtual machines and use less resources. Docker containers start faster than VMs and allow for easy sharing of application components. The Docker registry stores container images and metadata for easy sharing between developers and production environments.

Netflix operates a large content delivery network (CDN) to stream video to over 50 million subscribers globally. To reduce costs and improve performance, Netflix built its own CDN called OpenConnect, using open source software like FreeBSD and Nginx. Netflix has significantly improved the performance of OpenConnect over time by contributions to open source projects, such as reducing locking contention and improving networking, storage, and virtual memory subsystems. Netflix aims to continue optimizing OpenConnect and working with open source communities to achieve its goal of over 80Gbps performance per appliance.

This document discusses monitoring CDN performance from the user to the edge server to the origin server using ThousandEyes. It provides an overview of CDN architecture and monitoring methods including benchmarking performance, ensuring the proper edge server is used, identifying cache issues, and setting alerts. Specific tips are provided on using response headers, customizing alerts, and demoing tests from the user to edge to origin.

An edge gateway is an essential piece of infrastructure for large scale cloud based services. This presentation details the purpose, benefits and use cases for an edge gateway to provide security, traffic management and cloud cross region resiliency. How a gateway can be used to enhance continuous deployment, and help testing of new service versions and get service insights and more are discussed. Philosophical and architectural approaches to what belongs in a gateway vs what should be in services will be discussed. Real examples of how gateway services are used in front of nearly all of Netflix's consumer facing traffic will show how gateway infrastructure is used in real highly available, massive scale services.

This document summarizes Netflix's global cloud edge architecture. Key points include: - Netflix uses edge services and a global cloud infrastructure to deliver content to over 1000 device types in over 40 countries. - Zuul is an open source framework that Netflix uses for dynamic routing, authentication, testing, and security across its edge services. - Netflix's edge scripting tier allows device teams to rapidly deploy scripts that control endpoints, content formatting, and APIs for different devices. - RxJava and Hystrix help make the edge service API asynchronous, fault tolerant, and able to handle high concurrency. - Netflix's delivery pipeline uses techniques like canary analysis, debugging, and load testing to continuously and automatically deploy changes

An edge gateway is an essential piece of infrastructure for large scale cloud based services. This presentation details the purpose, benefits and use cases for an edge gateway to provide security, traffic management and cloud cross region resiliency. How a gateway can be used to enhance continuous deployment, and help testing of new service versions and get service insights and more are discussed. Philosophical and architectural approaches to what belongs in a gateway vs what should be in services will be discussed. Real examples of how gateway services, built on top of Netflix's Open source project, Zuul, are used in front of nearly all of Netflix's consumer facing traffic will show how gateway infrastructure is used in real highly available, massive scale services.

Passive benchmarking with docker LXC and KVM using OpenStack hosted in SoftLayer. These results provide initial incite as to why LXC as a technology choice offers benefits over traditional VMs and seek to provide answers as to the typical initial LXC question -- "why would I consider Linux Containers over VMs" from a performance perspective. Results here provide insight as to: - Cloudy ops times (start, stop, reboot) using OpenStack. - Guest micro benchmark performance (I/O, network, memory, CPU). - Guest micro benchmark performance of MySQL; OLTP read, read / write complex and indexed insertion. - Compute node resource consumption; VM / Container density factors. - Lessons learned during benchmarking. The tests here were performed using OpenStack Rally to drive the OpenStack cloudy tests and various other linux tools to test the guest performance on a "micro level". The nova docker virt driver was used in the Cloud scenario to realize VMs as docker LXC containers and compared to the nova virt driver for libvirt KVM. Please read the disclaimers in the presentation as this is only intended to be the "chip of the ice burg".

This document provides an overview of content delivery networks (CDNs) with three key points: 1. CDNs replicate content across multiple mirrored web servers to improve performance and overcome bandwidth limitations by distributing content closer to end-users. 2. A CDN has four main architectural components: original servers, a distribution system, a request routing system, and an account system. The request routing system directs clients to optimal surrogate servers. 3. There are two main pricing models for CDNs - pricing based on aggregate monthly usage billed in tiers (e.g. 50TB/month) and percentile-based pricing which calculates the 95th percentile of monthly bandwidth usage to determine fees.

We embarked on a project to use multiple CDNs concurrently at Etsy. This talk goes through how and why.

The SPDY Protocol is likely going to be the successor of http. This short talk summarizes the most important points and includes a demo on how to migrate a Wordpress blog on httpd.

What does it mean to 'do' Continuous Integration? It used to be enough to execute your unit tests in CI. But the bar is steadily raising for engineering practices. In the last decade we've seen tremendous improvements inacceptance testing. JavaScript is now a platform in it's own right. Cloudcomputing is now vital. There's growing interest in deployment to prod.So Continuous Integration is under more pressure than ever. As the bar slowly raises for engineering practices, we ll present 2011's minimum viable feature set for Continuous Integration

Lets look at an example of what a performant website can look like. This discuss what concepts should we be considering when looking at website performance. Next we will go over two areas pertaining to website performance: 1) website performance tweaks that you as a web developer can directly make 2) website performance tweaks that you may have to work with your hosting provider or IT department to achieve

For nearly a decade Backblaze has designed, built and profitably utilized our own cloud storage. Now, with B2 Cloud Storage, developers and IT personnel can use the lowest cost cloud storage on the planet: 1/4th the cost of anyone else. Here's how we do it.

This document discusses the care and feeding of large scale Graphite installations. It begins with introductions and then discusses Graphite components like carbon-cache, carbon-aggregator, carbon-relay and StatsD. It covers Graphite storage, installation, documentation, middleware, backups, monitoring and the web UI. It provides tips on tuning, debugging and visualizing metrics in Graphite.

ZDM (Zero Downtime Migration) is Oracle's tool for migrating databases to the Oracle Cloud with zero downtime and data loss. It supports both physical and logical migration methods. Upcoming enhancements include logical migration capabilities, cross-platform and cross-version support, and centralized logging of fleet migrations to Oracle Cloud Object Storage. ZDM leverages Oracle Maximum Availability Architecture best practices to provide simple, reliable database migrations to the Oracle Cloud.

This document discusses various techniques for optimizing the frontend performance of web applications. It provides 5 rules: 1) Only optimize when it makes a meaningful difference. 2) Download resources in parallel to reduce page load time. 3) Eliminate unnecessary requests through techniques like merging, inlining, sprites and caching. 4) Defer parsing of JavaScripts when possible to improve perceived page load speeds. 5) Consider factors like server location and content delivery networks to improve global performance.

This document discusses migrating databases to Oracle's multitenant architecture. It begins with an overview of using AutoUpgrade to upgrade databases and then plugging them into a container database (CDB). It also covers concepts of Oracle Multitenant like pluggable databases (PDBs), resource sharing, and connecting to different containers. The document provides guidance on tasks like cloning PDBs, upgrading within a CDB, and migrating non-CDBs to PDBs.

This document discusses lessons learned from building and growing a software startup. It describes how the company quickly built their initial product but ran into scaling issues. It outlines the technical infrastructure changes they made to improve stability, such as moving to the cloud, adding Redis, Resque, and MongoDB. The document also provides recommendations on performance testing, libraries, tools, and localization. Overall it advocates for just starting to build the product now rather than overplanning.

Peter tells us from his last project: building a better EBay in Silverlight and shows us his view on this topic.

This document provides a summary of a presentation about using Docker volume plugins with OpenStack Cinder block storage. The presentation discusses: 1. The speaker introducing themselves and their background with OpenStack Cinder. 2. An overview of the Docker volume plugin API and how the speaker created a Cinder volume plugin in Golang to provide block storage to Docker containers. 3. A demonstration of deploying a sample web application on a Docker Swarm cluster using the Cinder volume plugin to persist Redis data, showing how storage can be provided to containers across nodes.

Adobe’s Unified Profile System is the heart of its Experience Platform. It ingests TBs of data a day and is PBs large. As part of this massive growth we have faced multiple challenges in our Apache Spark deployment which is used from Ingestion to Processing. We want to share some of our learnings and hard earned lessons and as we reached this scale specifically with Structured Streaming. Know thy Lag While consuming off a Kafka topic which sees sporadic loads, its very important to monitor the Consumer lag. Also makes you respect what a beast backpressure is. Reading Data In Fan Out Pattern using minPartitions to Use Kafka Efficiently Overload protection using maxOffsetsPerTrigger More Apache Spark Settings used to optimize Throughput MicroBatching Best Practices Map() +ForEach() vs MapPartitons + forEachPartition Adobe Spark Speculation and its Effects Calculating Streaming Statistics Windowing Importance of the State Store RocksDB FTW Broadcast joins Custom Aggegators OffHeap Counters using Redis Pipelining

To survive in today’s competitive market, it’s imperative that you drive high-velocity experimentation and maximize site performance. In this talk, Optimizely will be joined by performance experts, Cloudflare to share latest updates to the Optimizely platform to make client-side experimentation blazing fast. In this session you’ll learn: - How to take advantage of the latest performance enhancements to the Optimizely platform - Best practices for implementing Optimizely for maximum performance including how to take advantage of your CDN - How to have an informed conversation with your performance engineering team when it comes to Optimizely

Check out Michael Ducy's Hands-On Session about Habitat at the Infracoders Meetup Graz. Thanks Michael for providing the slides.

This document discusses running your own Gitlab runner fleet. It begins with an overview of Gitlab and Gitlab runners. The main benefits of running your own fleet are availability, security, cost optimization, and customization. The document then covers estimating costs, designing an auto-scaling fleet architecture using Kubernetes and docker+machine, and establishing service level objectives and metrics to monitor fleet performance.

In this session, Casey Zednick, Senior Software Engineer for NGINX, tells you everything you need to know about GitLab Runner, an app for running jobs in your CI/CD pipeline. Using your own runners gives you full control to meet your service level objectives (SLOs), increase security, and save money at scale. It's notoriously difficult to forecast costs for dynamic cloud services like an autoscaling fleet of runners, but Casey demos a tool from the NGINX tools team that calculates your costs based on a handful of numbers. He also shows how to clone our GitLab repos to set up a production-grade fleet in Azure and monitor its performance. Speakers: Casey Zednick

The document discusses integrating Oracle Data Integrator (ODI) with Oracle GoldenGate (OGG) for real-time data integration. It describes how OGG captures change data from source systems and delivers it to ODI. Key steps include configuring OGG installations and JAgents, defining OGG data servers in ODI, applying journalizing to ODI models, and creating and starting ODI processes that integrate with the OGG capture and delivery processes. The integration provides benefits like low impact on sources, great performance for real-time integration, and support for heterogeneous databases.

The document discusses improving mobile web performance. It notes that mobile is different than desktop due to limitations in power, memory, battery and connections on mobile devices. Sites are growing larger in size which slows performance, and users strongly prefer faster loading sites. A variety of tools can measure performance, and waterfalls charts show where time is spent loading pages between the server and client. Optimizations discussed include enabling caching, compression, image resizing, lazy loading images, inlining images and scripts where possible, minifying assets, and delivering scripts and styles in a single HTTP request through techniques like application caching.

Big Data Application Meetup @ Google Nov 21, 2019 Speakers: Dipti Borkar, Alluxio Roderick Yao, Google

Password Rotation in 2024 is still Relevant

If you’ve ever had to analyze a map or GPS data, chances are you’ve encountered and even worked with coordinate systems. As historical data continually updates through GPS, understanding coordinate systems is increasingly crucial. However, not everyone knows why they exist or how to effectively use them for data-driven insights. During this webinar, you’ll learn exactly what coordinate systems are and how you can use FME to maintain and transform your data’s coordinate systems in an easy-to-digest way, accurately representing the geographical space that it exists within. During this webinar, you will have the chance to: - Enhance Your Understanding: Gain a clear overview of what coordinate systems are and their value - Learn Practical Applications: Why we need datams and projections, plus units between coordinate systems - Maximize with FME: Understand how FME handles coordinate systems, including a brief summary of the 3 main reprojectors - Custom Coordinate Systems: Learn how to work with FME and coordinate systems beyond what is natively supported - Look Ahead: Gain insights into where FME is headed with coordinate systems in the future Don’t miss the opportunity to improve the value you receive from your coordinate system data, ultimately allowing you to streamline your data analysis and maximize your time. See you there!

Solar Storms (Geo Magnetic Storms) are the motion of accelerated charged particles in the solar environment with high velocities due to the coronal mass ejection (CME).

This is a powerpoint that features Microsoft Teams Devices and everything that is new including updates to its software and devices for May 2024

Manual Method of Product Research | Helium10 | MBS RETRIEVER

Not so much to say

How do we build an IoT product, and make it profitable? Talk from the IoT meetup in March 2024. https://www.meetup.com/iot-sweden/events/299487375/

Invited Remote Lecture to SC21 The International Conference for High Performance Computing, Networking, Storage, and Analysis St. Louis, Missouri November 18, 2021

Blockchain technology is transforming industries and reshaping the way we conduct business, manage data, and secure transactions. Whether you're new to blockchain or looking to deepen your knowledge, our guidebook, "Blockchain for Dummies", is your ultimate resource.

Presented at Gartner Data & Analytics, London Maty 2024. BT Group has used the Neo4j Graph Database to enable impressive digital transformation programs over the last 6 years. By re-imagining their operational support systems to adopt self-serve and data lead principles they have substantially reduced the number of applications and complexity of their operations. The result has been a substantial reduction in risk and costs while improving time to value, innovation, and process automation. Join this session to hear their story, the lessons they learned along the way and how their future innovation plans include the exploration of uses of EKG + Generative AI.

In the modern digital era, social media platforms have become integral to our daily lives. These platforms, including Facebook, Instagram, WhatsApp, and Snapchat, offer countless ways to connect, share, and communicate.

accommodate the strengths, weaknesses, threats and opportunities of autonomous vehicles

MuleSoft Meetup on APM and IDP

We are honored to launch and host this event for our UiPath Polish Community, with the help of our partners - Proservartner! We certainly hope we have managed to spike your interest in the subjects to be presented and the incredible networking opportunities at hand, too! Check out our proposed agenda below 👇👇 08:30 ☕ Welcome coffee (30') 09:00 Opening note/ Intro to UiPath Community (10') Cristina Vidu, Global Manager, Marketing Community @UiPath Dawid Kot, Digital Transformation Lead @Proservartner 09:10 Cloud migration - Proservartner & DOVISTA case study (30') Marcin Drozdowski, Automation CoE Manager @DOVISTA Pawel Kamiński, RPA developer @DOVISTA Mikolaj Zielinski, UiPath MVP, Senior Solutions Engineer @Proservartner 09:40 From bottlenecks to breakthroughs: Citizen Development in action (25') Pawel Poplawski, Director, Improvement and Automation @McCormick & Company Michał Cieślak, Senior Manager, Automation Programs @McCormick & Company 10:05 Next-level bots: API integration in UiPath Studio (30') Mikolaj Zielinski, UiPath MVP, Senior Solutions Engineer @Proservartner 10:35 ☕ Coffee Break (15') 10:50 Document Understanding with my RPA Companion (45') Ewa Gruszka, Enterprise Sales Specialist, AI & ML @UiPath 11:35 Power up your Robots: GenAI and GPT in REFramework (45') Krzysztof Karaszewski, Global RPA Product Manager 12:20 🍕 Lunch Break (1hr) 13:20 From Concept to Quality: UiPath Test Suite for AI-powered Knowledge Bots (30') Kamil Miśko, UiPath MVP, Senior RPA Developer @Zurich Insurance 13:50 Communications Mining - focus on AI capabilities (30') Thomasz Wierzbicki, Business Analyst @Office Samurai 14:20 Polish MVP panel: Insights on MVP award achievements and career profiling

This presentation, delivered at the Postgres Bangalore (PGBLR) Meetup-2 on June 29th, 2024, dives deep into connection pooling for PostgreSQL databases. Aakash M, a PostgreSQL Tech Lead at Mydbops, explores the challenges of managing numerous connections and explains how connection pooling optimizes performance and resource utilization. Key Takeaways: * Understand why connection pooling is essential for high-traffic applications * Explore various connection poolers available for PostgreSQL, including pgbouncer * Learn the configuration options and functionalities of pgbouncer * Discover best practices for monitoring and troubleshooting connection pooling setups * Gain insights into real-world use cases and considerations for production environments This presentation is ideal for: * Database administrators (DBAs) * Developers working with PostgreSQL * DevOps engineers * Anyone interested in optimizing PostgreSQL performance Contact info@mydbops.com for PostgreSQL Managed, Consulting and Remote DBA Services

Have you noticed the OpenSSF Scorecard badges on the official Dart and Flutter repos? It's Google's way of showing that they care about security. Practices such as pinning dependencies, branch protection, required reviews, continuous integration tests etc. are measured to provide a score and accompanying badge. You can do the same for your projects, and this presentation will show you how, with an emphasis on the unique challenges that come up when working with Dart and Flutter. The session will provide a walkthrough of the steps involved in securing a first repository, and then what it takes to repeat that process across an organization with multiple repos. It will also look at the ongoing maintenance involved once scorecards have been implemented, and how aspects of that maintenance can be better automated to minimize toil.

Cybersecurity is a major concern in today's connected digital world. Threats to organizations are constantly evolving and have the potential to compromise sensitive information, disrupt operations, and lead to significant financial losses. Traditional cybersecurity techniques often fall short against modern attackers. Therefore, advanced techniques for cyber security analysis and anomaly detection are essential for protecting digital assets. This blog explores these cutting-edge methods, providing a comprehensive overview of their application and importance.

Revolutionize your transportation processes with our cutting-edge RPA software. Automate repetitive tasks, reduce costs, and enhance efficiency in the logistics sector with our advanced solutions.

Slide of the tutorial entitled "Paradigm Shifts in User Modeling: A Journey from Historical Foundations to Emerging Trends" held at UMAP'24: 32nd ACM Conference on User Modeling, Adaptation and Personalization (July 1, 2024 | Cagliari, Italy)

Are you interested in dipping your toes in the cloud native observability waters, but as an engineer you are not sure where to get started with tracing problems through your microservices and application landscapes on Kubernetes? Then this is the session for you, where we take you on your first steps in an active open-source project that offers a buffet of languages, challenges, and opportunities for getting started with telemetry data. The project is called openTelemetry, but before diving into the specifics, we’ll start with de-mystifying key concepts and terms such as observability, telemetry, instrumentation, cardinality, percentile to lay a foundation. After understanding the nuts and bolts of observability and distributed traces, we’ll explore the openTelemetry community; its Special Interest Groups (SIGs), repositories, and how to become not only an end-user, but possibly a contributor.We will wrap up with an overview of the components in this project, such as the Collector, the OpenTelemetry protocol (OTLP), its APIs, and its SDKs. Attendees will leave with an understanding of key observability concepts, become grounded in distributed tracing terminology, be aware of the components of openTelemetry, and know how to take their first steps to an open-source contribution! Key Takeaways: Open source, vendor neutral instrumentation is an exciting new reality as the industry standardizes on openTelemetry for observability. OpenTelemetry is on a mission to enable effective observability by making high-quality, portable telemetry ubiquitous. The world of observability and monitoring today has a steep learning curve and in order to achieve ubiquity, the project would benefit from growing our contributor community.