On a Journey from Forensic Operations to 99.99 Uptime
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The document discusses Blackboard's journey from forensic operations with outdated tools and processes to achieving 99.99% uptime through adopting DevOps practices. Blackboard is a leading learning management system provider that has been in existence for 17 years. The director of cloud automation and tools engineering at Blackboard is focusing on automating their Learn product deployments using modern tools and refined processes to better support their on-premise and software-as-a-service offerings across global data centers.
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This document provides an overview of New Relic's app-centric Docker monitoring capabilities. It begins with introductions of Andrew Marshall, a senior product marketing manager, and Adam Larson, a software engineering manager. The webinar agenda is then outlined, covering why software monitoring is needed, an introduction to New Relic, Docker, and how Docker is used. It then demonstrates Docker monitoring in New Relic before providing steps to get started. Key points about New Relic's Docker monitoring include that it prioritizes useful over impressive information, optimizes for the present since the future is unclear, and fixes issues like not treating containers as first-class nodes.
Data First [FutureStack16]
Josh Lind, Team Lead, Marketing & Web Development, Tableau
Eric Peterson, Marketing Manager Systems Engineer, Tableau
10 Things You Probably Should Have Learned With Your Computer Science Degree....
10 things that you may have not been taught when you got that computer science degree, written by Andy Lester
Get Greater Monitoring Coverage with APM Essentials
An overview of APM Essentials: who it is for and the key benefits
How APM Essentials differs from other New Relic APM products, e.g 3 day data retention and guaranteed performance service levels
A deep dive into use cases and critical capabilities, such as: troubleshooting applications performance issues with Transaction Traces, Thread Profiler, and Filterable Error Analytics & operationalize application performance best practices across teams with Alerts, Customizable Dashboards, and integration with on-call services
Webinar recording page - http://newrelic.com/webinar/APM-Essentials-160329
Application Architecture Summit - Monitoring the Dynamic Cloud
How do you apply modern application to your digital business? Hear from New Relic's Sr Director, Strategic Architecture, Lee Atchison, at the Application Architecture Summit. Learn more here: https://newrelic.com/partner/aws
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Monitoring the Dynamic Nature of the Cloud [FutureStack16 NYC]
Monitoring the Dynamic Nature of the Cloud [FutureStack16 NYC]
10 Things You Probably Should Have Learned With Your Computer Science Degree....
10 Things You Probably Should Have Learned With Your Computer Science Degree....
Get Greater Monitoring Coverage with APM Essentials
Get Greater Monitoring Coverage with APM Essentials
Application Architecture Summit - Monitoring the Dynamic Cloud
Application Architecture Summit - Monitoring the Dynamic Cloud
Similar to On a Journey from Forensic Operations to 99.99 Uptime
Cloud Services Overview Mar 2015
- Blackboard provides private cloud services from 8 datacenters around the world, managing 15 petabytes of storage.
- They have over 270 full-time resources across 4 continents providing 24/7 support.
- In 2014, Blackboard's infrastructure achieved over 99.9% availability on average across its datacenters, with many achieving 100% availability. They also exceeded customer satisfaction targets.
DGDIR_74201540446PM
David Goldman seeks a position as Director of Educational Technology. He has over 15 years of experience managing educational technology projects and teams. Currently, he is the Educational Technology Administrator for the Monterey Peninsula Unified School District, where he provides guidance on all technology components and oversees a team of district technicians. Previously, he was an Educational Technology Project Manager where he managed high-volume deployments and infrastructure upgrades for schools in Chicago. He has expertise in a wide range of technologies including Microsoft, Apple, Cisco, Google, and Adobe products.
Cloud Based Cognitive Learning & IT Project Performance Platform (CLIPP Platf...
How to use Artificial Intelligence to personalize training and turn it into high performance learning experience.
Architecture and Technology overview of the Cognitive Learning Platform.
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How to Achieve and Maintain High Quality SaaS Software in the Cloud
These are the slide from a webinar that we did together with BlackLine Systems on August 8 2012.
During this webinar, Donna McCollum from Blackline Systems and Philip Lew from XBOSoft discussed lessons learned and best practices on how to set up test automation and performance testing for cloud software that is delivered with a SaaS model.
Key words:
Test Automation, Performance Testing, QA in the cloud, and QA for SaaS models.
Features:
• Learn best practices for QA, and performance, and automation testing for SaaS software
• Hear about particular QA issues for managing financial SaaS software in the cloud
• Understand the QA and testing strategies BlackLine Systems and XBOSoft implements to alleviate these issues
For a recording of this webinar, please visit:
http://blog.xbosoft.com/2012/08/09/performance-testing-and-test-automation-best-practices/
Key words:
Test Automation, Performance Testing, QA in the cloud, and QA for SaaS models.
Features:
• Learn best practices for quality assurance and performance and automation testing for SaaS software
• Hear about particular QA issues for managing financial SaaS software in the cloud
• Understand the QA and testing strategies BlackLine implements to alleviate these issues
For a recording of this webinar, please visit:
http://blog.xbosoft.com/2012/08/09/performance-testing-and-test-automation-best-practices/
ManagedHosting_HiRes
The document describes Blackboard's managed hosting services for learning institutions. It highlights four engagement plans - Silver, Gold, Platinum, and Diamond - that differ in terms of features, infrastructure, support levels and suitability for institutions of varying size and online program maturity. The plans are designed to ensure high uptime and scalability as well as help clients manage risks, growth and changes to their online programs. Over 900 institutions worldwide currently use Blackboard's managed hosting services.
Team directions at Innovate 2013
This document advertises the Team Directions stream at the Innovate 2013 IBM Technical Summit conference. The stream will explore key trends and technologies affecting software delivery, including DevOps, Agile, Cloud, Mobile, Big Data, Social Business, and Smarter Computing. Attendees can gain insights on using these technologies to deliver products faster and with higher quality, improve processes, leverage big data, move to cloud services, integrate development and operations, accelerate continuous delivery, and more. The conference will feature industry speakers, networking opportunities, an expo, labs, and training.
Marlabs capabilities overview: cloud services
Marlabs helps organizations master the disruptive change brought in by the new digital technologies and evolve new business models. We provide a comprehensive range of cloud services from consulting, architecture, design and adoption to management throughout the Cloud life cycle. Marlabs helps our customers integrate their legacy systems with Cloud solutions, maximizing scalability, performance and availability. We accelerate their speed-to-value by leveraging our expertise, frameworks, and partnerships, while reducing risk. To maximize the potential of cloud computing, we address all the accompanying challenges such as security, availability, performance, compliance, integration, and visibility.
Neo4j GraphDay Tel Aviv - Graphs in Action
This document contains an agenda for the first Tel Aviv Graph Days event hosted by Neo Technology. The agenda includes sessions on graph databases and their real-world use cases, a Neo4j hands-on demo, experiences from partners using Neo4j, and introductory training sessions. There will also be graph clinics and talks on building customer understanding, graph database architectures, and complexity in the Internet of Things using a graph model.
Ms premier dgcon2014_final
The document discusses Microsoft Premier Services and how it helps organizations maximize their return on IT investments. Premier Services provides 24/7 support to increase system uptime and offers proactive services beyond just break/fix support. It helps customers implement and maintain their on-premise and Office 365 environments more effectively through services like risk assessments, optimization recommendations, and knowledge transfer. The document provides an example of how Premier Services has helped the Ohio Bureau of Workers Compensation with various proactive engagements over the years.
Larmer Brown & dominKnow Learning Systems Learning Technologies Seminar Prese...
Larmer Brown & dominKnow Learning Systems provide an insight into combining Process Modelling, Content Development and Content Management to deliver a bespoke and affordable Learning solution.
SmartERP Oracle Capabilities 2023.pptx
At SmartERP, we realize that every organization is different with a unique set of requirements. Depending on your needs, SmartERP can offer both hourly and fixed-fee pricing models for our services. SmartERP has services to manage the ‘whole stack’ of a customer’s IT infrastructure. In this model, infrastructure and applications are managed for customers and a single team manages the support. Services are constantly updated, with existing features upgraded and additional features added.
We support:
Oracle Cloud | PeopleSoft | JD Edwards | E-Business Suite | NetSuite
Scaling on Atlassian: Avoiding The Top 5 Pitfalls When Migrating From a Legac...
New emerging platforms and technologies like “Atlassian” have caused us to revisit the many different software vendors that provide short term band-aid solutions to scalability challenges.
As organizations continue to heavily invest in software tooling, the need to standardize on an integrated platform is becoming ever more necessary. This provides an opportunity to reduce complexity, get to a reliable system that reduces duplication of efforts, enables better decision-making and provides more flexible ways of being more competitive. While there are 100’s of software vendors providing point solutions to problems in this ecosystem, Atlassian has come along and caused many to rethink software, services, processes, workflows, work items and more.
With the ultimate pursuit of moving faster in an integrated way, we will highlight our journey and uncover what we encountered as we migrated to Atlassian and left our legacy systems behind.
Software Modernization for the Digital Economy
Software landscape is changing dynamically with the emergence of new age companies. ISVs need to adapt to the changing software landscape. Constant customer and market feedback is leading to rapidly changing product requirements.
Marlabs Capabilities Overview: Microsoft Office 365
As a Microsoft Gold Partner, we provide consultancy and help with setting up and integrating Office 365.
XTOL Overview
We develop career ready technology professionals. http://xtol.careers
The Professional Development Center at the University of Texas at Austin has partnered with Experiential Teaching Online (XTOL) -- to offer four skills-based technology career programs. In response to the growing demand for highly skilled technical employees in Texas and beyond, these certificate programs offer a real-world, collaboration-driven, skills-based learning experience focused on software technology and data analytics.
The Certificates were developed using XTOL’s proven Story-Centered Curriculum (SCC) approach – an approach in which students are placed in authentic, professional roles, which challenges them to perform real-world work tasks requiring the use of targeted knowledge and skills to succeed.
In this realistic work context, faculty members mentor the students, rather than lecture, and evaluate them based on the work they produce. Students work primarily online, often in teams, using collaborative technology. The program will also include periodic on-campus “face-to-face” sessions to encourage interaction between faculty and students.
Students leave each certificate program with:
Mastery in a broad range of job-ready skills (technical and business) in numerous fields
A Certificate of Completion
A portfolio of professional quality work and end-to-end project experience working on real-world, in-demand software technology projects to present to prospective employers
Professional Development Center at The University of Texas at Austin
Professional Development Center at The University of Texas at Austin helps individuals meet professional and personal goals and helps organizations develop employees and improve performance through its program, consulting, coaching and facilitation services.
PDC designs and delivers face-to-face and online noncredit programs for individuals interested in improving their professional skills or who seek a credential or a career change. Our programs and instructors help individuals and organizations around Texas and around the world improve personal and organizational performance. Since 1999, more than 18,000 individuals have enrolled in PDC programs. We conduct an average of 300 onsite programs annually within and outside of Texas. Our program participants hail from every region of the United States and from Mexico, Canada, South America, Europe and Asia.
Massively Mobile Online Skill Training Platform
This document introduces a massively mobile online skill training platform called M2OST. M2OST is an innovative mobile application that brings learners, content providers, trainers, and customers onto a single platform to facilitate online learning and skill development. It allows for learning to take place anytime, anywhere through a mobile device. M2OST incorporates features of both a learning management system and learning content management system. It can be used for corporate training, education, and as a customer service mobile app. The platform aims to revolutionize how organizations conduct learning and development through its flexible and scalable mobile-based system.
Containers and VMs and Clouds: Oh My. by Mike Coleman
As containers move from the developer's workstation into production environments there are many questions about how they fit into a company's existing infrastructure. Should a workload run in a VM or in a container? Should that container run on physical or virtual? In the data center or in the cloud?
The reality is that there is no "right" answer, just a series of questions that admins should be asking as they look to figure out where to run their application workloads. In this talk we'll take a look at the key differences between containers and VMs. From there we'll discuss the coexistence of VMs and containers, and finally we'll take a look at key factors to consider when making the decision where to run your applications. Throughout the presentation we'll highlight real world customers, their problems, and their ultimate deployment decisions.
DBCS Office Hours - Modernization through Migration
Speakers:
Kiran Tailor - Cloud Migration Director, Oracle
Kevin Lief – Partnership and Alliances Manager - (EMEA), Advanced
Modernisation of mainframe and other legacy systems allows organizations to capitalise on existing assets as they move toward more agile, cost-effective and open technology environments. Do you have legacy applications and databases that you could modernise with Oracle, allowing you to apply cutting edge technologies, like machine learning, or BI for deeper insights about customers or products? Come to this webcast to learn about all this and how Advanced can help to get you on the path to modernisation.
AskTOM Office Hours offers free, open Q&A sessions with Oracle Database experts. Join us to get answers to all your questions about Oracle Database Cloud Service.
Microsoft Teams and Planner Global Azure Bootcamp
We all want to be quicker, more productive and collaborate rapidly on any device at any time. The good news is that our technology continues to innovate at the speed of light. The bad news is true adoption is sorely lacking, we often stick to what we know. Join Heather Newman, Microsoft MVP and Chief Marketing Officer of Content Panda, as she uses real-world use cases to provide you the blueprint for a metamorphic change in employee productivity and simple tips and tricks for using Microsoft Teams and Microsoft Planner on the go. You’ll leave this session with a clear understanding of how your employees can leverage both Microsoft Teams and Planner together with OneNote, OneDrive and SharePoint. Shazam!
Webinar: Adding Intelligence to Process Automation
Have you heard of Intelligent Process Automation (IPA) yet? It may be viewed as a simple equation, IPA = BPA (Business Process Automation) + RPA (Robotics Process Automation) .
BPA represents the long standing traditional way of automating processes over the years using technology to streamline activities and tasks and RPA being the emerging technology that seeks to employ Machine Learning (ML) and Artificial Intelligence (AI) to extract repetitive and mundane handled by human actors to that of ro-“bots” who’s job it is to improve efficiencies and reduce potential errors and omissions.
In this webinar, we show you various cross sections of approaches especially around the Microsoft Stack and Independent Software Vendors (ISV’s) like K2, on how you can achieve rapid success within your organization with a combination of what you may already own and what you can easily acquire to take your work processes to the next level.
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Cloud Based Cognitive Learning & IT Project Performance Platform (CLIPP Platf...
Cloud Based Cognitive Learning & IT Project Performance Platform (CLIPP Platf...
How to Achieve and Maintain High Quality SaaS Software in the Cloud
How to Achieve and Maintain High Quality SaaS Software in the Cloud
Larmer Brown & dominKnow Learning Systems Learning Technologies Seminar Prese...
Larmer Brown & dominKnow Learning Systems Learning Technologies Seminar Prese...
Scaling on Atlassian: Avoiding The Top 5 Pitfalls When Migrating From a Legac...
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Marlabs Capabilities Overview: Microsoft Office 365
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Containers and VMs and Clouds: Oh My. by Mike Coleman
Containers and VMs and Clouds: Oh My. by Mike Coleman
DBCS Office Hours - Modernization through Migration
DBCS Office Hours - Modernization through Migration
Webinar: Adding Intelligence to Process Automation
Webinar: Adding Intelligence to Process Automation
More from New Relic
7 Tips & Tricks to Having Happy Customers at Scale
Customer expectations are at an all-time high, making it more and more difficult for companies to please them. Companies who understand their customers well are the ones who rise to the top over their competitors. New Relic, provider of real-time insights for software-driven businesses has this formula figured out. Roger Scott, New Relic's EVP and Chief Customer Officer shares his 7 tips and tricks for keeping your customers happy— and how to do so at a large scale.
7 Tips & Tricks to Having Happy Customers at Scale
Customer expectations are at an all-time high, making it more and more difficult for companies to please them. Companies who understand their customers well are the ones who rise to the top over their competitors. New Relic, provider of real-time insights for software-driven businesses has this formula figured out. Roger Scott, New Relic's EVP and Chief Customer Officer shares his 7 tips and tricks for keeping your customers happy— and how to do so at a large scale.
New Relic University at Future Stack Tokyo 2019
New Relicのエキスパート・インストラクターが、New Relic プラットフォームの詳細を説明しながら、実践的なハンズオントレーニングを実施します。
対象：
既にNew Relic をお使いの方はもちろん、これから使ってみようかとご検討中の方にもオススメ。
実践的な観点からNew Relicのベストプラクティスを伝授いたします。
アジェンダ：
・アプリケーションパフォーマンス管理再考 ー 何をどう確認すれば良いのか？
・New Relic Insights 集中講座 ー 集めたデータをどう分析・活用すべきか？
・New Relic Alerts 集中講座 ーリスク最小化のためのアラート実践術！
担当講師：
New Relic 株式会社
シニア ソリューション コンサルタント
日吉 潤一郎
経歴：大手SIerでのシステムエンジニア、グローバルなソフトウェアハウスでの開発者を経て、2000年よりアプリケーションパフォー マンスのプロフェッショナルとして活躍。APM分野では17年のキャリアを持ち、日本における第一人者。
FutureStack Tokyo 19 -［事例講演］株式会社リクルートライフスタイル：年間9300万件以上のサロン予約を支えるホットペッパービューティ...
2007年にサービスインしたホットペッパービューティーは現在も成長を続けており、年間数百の機能追加案件を実施しサービスの成長を支えています。
しかし、サービスの成長の中でも提供済みの機能に対する品質を維持/向上させなければホットペッパービューティーを利用いただいているユーザーのユーザビリティを損なってしまいます。
本セッションでは既存機能の品質可視化のためにどのようにNew Relicが提供するサービスを利用しているのか、また可視化結果を改善施策として案件に取り込んでいるのかを紹介し、New Relicを用いたサービス品質維持の方法をお伝えします。
株式会社リクルートライフスタイル
デベロップデザインユニット 横断インフラ基盤グループ テックリード
甲谷 悠 氏
FutureStack Tokyo 19 -［New Relic テクニカル講演］モニタリングと可視化がデジタルトランスフォーメーションを救う！ - サ...
New Relicの目指していることの一つが、DevOpsを推進することを手助けし、デジタルトランスフォーメーションを成功させることです。DevOpsにとってなぜモニタリングと可視化が重要なのか、またどのようなデータを管理する必要があるのかを考察した上で、New Relicで実現できる例をデモを交え、技術からビジネスまで幅広い観点でご紹介します。
New Relic 株式会社
ソリューション コンサルタント
佐々木 千枝
FutureStack Tokyo 19 -［特別講演］システム開発によろこびと驚きの連鎖を
ベンチャー企業の立ち上げと経営に携わり、長い歴史を持つ伝統的SIerのCTOも兼務する中で経験した文化の違い、エンジニア間の壁や衝突。これらに対して正しく対処していくことが、今後の企業の成長のためには欠かせません。ベンチャー企業と大企業の文化の間で揺れるなか行き着いた「バイモーダル戦略」とは？風通しの悪さを克服するためにとった施策とは？高い技術力を持つ人材を生み出し続ける「ラストマン戦略」とは？
FutureStack Tokyo 19 -［パートナー講演］アマゾン ウェブ サービス ジャパン株式会社: New Relicを活用したAWSへのアプリ...
AWSへの移行には様々な方式がありますが、お客様の状況によって最適な選択肢は異なります。クラウドへの移行はリホストと呼ばれる単純移行のケースが多くなっています。しかしクラウド本来の力を引き出すにはビジネス価値を生み出すアプリケーションのクラウドらしい作り方、使い方が必要になります。そのためにはアプリケーションの移行が必要です。本セッションではAWSへの移行のトレンドや方法論をご紹介します。またアプリケーションを可視化・把握し、お客様ワークロードに応じてどの様にアプリケーション移行を進めるのかをご説明いたします。
FutureStack Tokyo 19_インサイトとデータを組織の力にする_株式会社ドワンゴ 池田 明啓 氏
サービス、プロダクトを”いつまでも”継続する為には、インサイトとデータを組織の力とする必要があります。
私達が開発、運用するドワンゴジェイピーは、間もなく二十周年を迎えます。決して順風満帆ではなかったシステムの遍歴と New Relic の導入方法を交え、継続できた理由の一つ、インサイトとデータを組織の力へ変換する方法をご紹介します。
Three Monitoring Mistakes and How to Avoid Them
The days of parsing log files and building out homebrewed monitoring tools are (thankfully) coming to an end. Yet as those outdated techniques begin to fade, a whole new set of challenges have arisen around employing and running modern monitoring solutions.
Discover how New Relic can help turn monitoring blunders into intelligent problem solving, including how to avoid making common mistakes like:
- Not monitoring the whole system
- Monitoring arbitrary things in your system
- Making your monitoring part of the problem
Intro to Multidimensional Kubernetes Monitoring
As a Kubernetes environment grows and becomes more complex, it gets harder to answer some very basic—but very important—questions. Questions like: What is the health of my cluster? What is the hierarchy and the health of the elements (nodes, pods, containers, and applications) within my cluster? In order to effectively manage the health and performance of your Kubernetes environments—at any scale and any level of complexity—it’s essential you have immediate, useful answers to these questions.
Our Kubernetes cluster explorer was designed to give you a multi-dimensional representation of your clusters—giving you the ability to drill down into Kubernetes data and metadata in a high-fidelity, curated UI.
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This document discusses New Relic, Inc., a company that provides application performance monitoring and management products. It notes that the document contains forward-looking statements and actual results may differ. It also states that New Relic assumes no obligation to update any forward-looking statements except as required by law.
SRE-iously
This document discusses site reliability engineering (SRE) practices at New Relic. It describes New Relic's transition from a monolithic architecture to microservices, and the establishment of an SRE team with both embedded and dedicated roles. The SRE team aims to continuously improve the reliability of New Relic's platform. Key aspects of SRE success outlined include reliability as a feature, shared understanding, clear guidelines, and community building.
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This document discusses 10 things that can be done with New Relic, a performance monitoring and analytics tool. It begins by noting that many people may not be correctly measuring performance and outlines how to measure perceived performance through key elements like load times and interactions. It then discusses learning more about New Relic usage through daily usage events and audit events that track account changes. The document concludes by stating that following best practices with New Relic's toolkits can provide proven ways to solve business challenges through tutorials, artifacts, and help options.
Ground Rules for Code Reviews
This document outlines strategies for improving code reviews at New Relic. It discusses establishing ground rules for reviews, different types of feedback (objective vs. subjective comments), and tagging comments as blocking or non-blocking. Guidelines are proposed for giving constructive criticism without being patronizing. The impact of implementing these strategies was more respectful discussions, less resentment between reviewers and authors, and a more efficient review process.
Understanding Microservice Latency for DevOps Teams: An Introduction to New R...
Distributed tracing is designed to give DevOps teams an easy way to capture, visualize, and analyze traces through complex architectures—including architectures that use both monoliths and microservices. And, by leveraging New Relic Applied Intelligence capabilities, you can easily highlight anomalies within a trace for more faster resolution.
Monitor all your Kubernetes and EKS stack with New Relic
This document discusses New Relic's capabilities for monitoring Kubernetes and EKS stacks. It begins with safe harbor statements and an overview of how applications have evolved from monoliths to orchestrated containers. Kubernetes allows for faster development, cost efficiency and portability but requires new monitoring approaches. New Relic's solution provides immediate insights into EKS clusters, allows alerting on any Kubernetes metric, and offers a deep stack view from applications to infrastructure through easy installation and extensibility via APIs. A demo then illustrates New Relic's EKS monitoring capabilities.
Host for the Most: Cloud Cost Optimization
The document discusses the need for workload aware spend optimization when moving workloads to the cloud. It outlines a methodology for defining, refining, and optimizing cloud initiatives by baselining workloads, establishing organization and migration tracking, implementing feedback loops, and achieving business agility. The methodology aims to optimize both cloud spending and end user experience using New Relic's monitoring capabilities.
New Relic Infrastructure in the Real World: AWS
The document discusses New Relic's cloud monitoring capabilities. It provides visibility into full software stacks from hardware to applications. It allows linking of multiple AWS accounts for consolidated monitoring across teams. Settings and automation tools allow for efficient monitoring by customizing dashboards, frequencies, and regions to monitor. The API also allows for automation to reduce monitoring costs.
Best Practices for Measuring your Code Pipeline
The document discusses best practices for measuring a code pipeline, which automates the continuous integration and delivery process. It recommends sending events from source code management systems to capture metadata on commits and pushes. Pipeline state changes and test results should also be recorded to analyze patterns and correlate metrics. Builds should be tagged to relate runtime performance to code revisions. Measuring the pipeline allows teams to move faster, identify failures, and ensure deployments don't degrade quality.
Top Three Mistakes People Make with Monitoring
The document discusses three common mistakes companies make with application monitoring: 1) Not monitoring the entire system leading to blind spots, 2) Monitoring arbitrary metrics that don't provide useful information, and 3) Viewing monitoring as someone else's problem rather than prioritizing it themselves. The author is from New Relic and seeks to educate on best practices for effective monitoring.
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7 Tips & Tricks to Having Happy Customers at Scale
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FutureStack Tokyo 19 -［事例講演］株式会社リクルートライフスタイル：年間9300万件以上のサロン予約を支えるホットペッパービューティ...
FutureStack Tokyo 19 -［事例講演］株式会社リクルートライフスタイル：年間9300万件以上のサロン予約を支えるホットペッパービューティ...
FutureStack Tokyo 19 -［New Relic テクニカル講演］モニタリングと可視化がデジタルトランスフォーメーションを救う！ - サ...
FutureStack Tokyo 19 -［New Relic テクニカル講演］モニタリングと可視化がデジタルトランスフォーメーションを救う！ - サ...
FutureStack Tokyo 19 -［パートナー講演］アマゾン ウェブ サービス ジャパン株式会社: New Relicを活用したAWSへのアプリ...
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一比一原版(Unimelb毕业证书)墨尔本大学毕业证如何办理
原版制作【微信:41543339】【(Unimelb毕业证书)墨尔本大学毕业证】【微信:41543339】《成绩单、外壳、雅思、offer、留信学历认证（永久存档/真实可查）》采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同进口机器一比一制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
原版一比一弗林德斯大学毕业证(Flinders毕业证书)如何办理
原版制作【微信:41543339】【弗林德斯大学毕业证(Flinders毕业证书)】【微信:41543339】《成绩单、外壳、雅思、offer、真实留信官方学历认证（永久存档/真实可查）》采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路）我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
原版一比一利兹贝克特大学毕业证(LeedsBeckett毕业证书)如何办理
原版制作【微信:41543339】【利兹贝克特大学毕业证(LeedsBeckett毕业证书)】【微信:41543339】《成绩单、外壳、雅思、offer、真实留信官方学历认证（永久存档/真实可查）》采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路）我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
一比一原版英属哥伦比亚大学毕业证(UBC毕业证书)学历如何办理
原版办【微信号:BYZS866】【英属哥伦比亚大学毕业证(UBC毕业证书)】【微信号:BYZS866】《成绩单、外壳、雅思、offer、真实留信官方学历认证（永久存档/真实可查）》采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路）我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信号BYZS866】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信号BYZS866】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
一比一原版(UO毕业证)渥太华大学毕业证如何办理
原件一模一样【微信：95270640】【渥太华大学毕业证UO学位证成绩单】【微信：95270640】（留信学历认证永久存档查询）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信：95270640】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信：95270640】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份【微信：95270640】
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
→ 【关于价格问题（保证一手价格）
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：可来公司面谈，可签订合同，会陪同客户一起到教育部认证窗口递交认证材料，客户在教育部官方认证查询网站查询到认证通过结果后付款，不成功不收费！
办理渥太华大学毕业证毕业证offerUO学位证【微信：95270640 】外观非常精致，由特殊纸质材料制成，上面印有校徽、校名、毕业生姓名、专业等信息。
办理渥太华大学毕业证UO学位证毕业证offer【微信：95270640 】格式相对统一，各专业都有相应的模板。通常包括以下部分：
校徽：象征着学校的荣誉和传承。
校名:学校英文全称
授予学位：本部分将注明获得的具体学位名称。
毕业生姓名：这是最重要的信息之一，标志着该证书是由特定人员获得的。
颁发日期：这是毕业正式生效的时间，也代表着毕业生学业的结束。
其他信息：根据不同的专业和学位，可能会有一些特定的信息或章节。
办理渥太华大学毕业证毕业证offerUO学位证【微信：95270640 】价值很高，需要妥善保管。一般来说，应放置在安全、干燥、防潮的地方，避免长时间暴露在阳光下。如需使用，最好使用复印件而不是原件，以免丢失。
综上所述，办理渥太华大学毕业证毕业证offerUO学位证【微信：95270640 】是证明身份和学历的高价值文件。外观简单庄重，格式统一，包括重要的个人信息和发布日期。对持有人来说，妥善保管是非常重要的。
原版一比一多伦多大学毕业证(UofT毕业证书)如何办理
原版制作【微信:41543339】【多伦多大学毕业证(UofT毕业证书)】【微信:41543339】《成绩单、外壳、雅思、offer、真实留信官方学历认证（永久存档/真实可查）》采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路）我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
一比一原版(GWU,GW文凭证书)乔治·华盛顿大学毕业证如何办理
毕业原版【微信:176555708】【(GWU,GW毕业证书)乔治·华盛顿大学毕业证】【微信:176555708】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信176555708】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信176555708】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
End-to-end pipeline agility - Berlin Buzzwords 2024
We describe how we achieve high change agility in data engineering by eliminating the fear of breaking downstream data pipelines through end-to-end pipeline testing, and by using schema metaprogramming to safely eliminate boilerplate involved in changes that affect whole pipelines.
A quick poll on agility in changing pipelines from end to end indicated a huge span in capabilities. For the question "How long time does it take for all downstream pipelines to be adapted to an upstream change," the median response was 6 months, but some respondents could do it in less than a day. When quantitative data engineering differences between the best and worst are measured, the span is often 100x-1000x, sometimes even more.
A long time ago, we suffered at Spotify from fear of changing pipelines due to not knowing what the impact might be downstream. We made plans for a technical solution to test pipelines end-to-end to mitigate that fear, but the effort failed for cultural reasons. We eventually solved this challenge, but in a different context. In this presentation we will describe how we test full pipelines effectively by manipulating workflow orchestration, which enables us to make changes in pipelines without fear of breaking downstream.
Making schema changes that affect many jobs also involves a lot of toil and boilerplate. Using schema-on-read mitigates some of it, but has drawbacks since it makes it more difficult to detect errors early. We will describe how we have rejected this tradeoff by applying schema metaprogramming, eliminating boilerplate but keeping the protection of static typing, thereby further improving agility to quickly modify data pipelines without fear.
"Financial Odyssey: Navigating Past Performance Through Diverse Analytical Lens"
Embark on a captivating financial journey with 'Financial Odyssey,' our hackathon project. Delve deep into the past performance of two companies as we employ an array of financial statement analysis techniques. From ratio analysis to trend analysis, uncover insights crucial for informed decision-making in the dynamic world of finance."
一比一原版巴斯大学毕业证(Bath毕业证书)学历如何办理
原版办理【微信号:BYZS866】【巴斯大学毕业证(Bath毕业证书)】【微信号:BYZS866】《成绩单、外壳、雅思、offer、真实留信官方学历认证（永久存档/真实可查）》采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【关于学历材料质量】
我们承诺采用的是学校原版纸张（原版纸质、底色、纹路、）我们工厂拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有成品以及工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信号BYZS866】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信号BYZS866】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
Experts live - Improving user adoption with AI
Bekijk de slides van onze sessie Enhancing Modern Workplace Efficiency op Experts Live 2024.
DSSML24_tspann_CodelessGenerativeAIPipelines
Codeless Generative AI Pipelines
(GenAI with Milvus)
https://ml.dssconf.pl/user.html#!/lecture/DSSML24-041a/rate
Discover the potential of real-time streaming in the context of GenAI as we delve into the intricacies of Apache NiFi and its capabilities. Learn how this tool can significantly simplify the data engineering workflow for GenAI applications, allowing you to focus on the creative aspects rather than the technical complexities. I will guide you through practical examples and use cases, showing the impact of automation on prompt building. From data ingestion to transformation and delivery, witness how Apache NiFi streamlines the entire pipeline, ensuring a smooth and hassle-free experience.
Timothy Spann
https://www.youtube.com/@FLaNK-Stack
https://medium.com/@tspann
https://www.datainmotion.dev/
milvus, unstructured data, vector database, zilliz, cloud, vectors, python, deep learning, generative ai, genai, nifi, kafka, flink, streaming, iot, edge
Predictably Improve Your B2B Tech Company's Performance by Leveraging Data
Harness the power of AI-backed reports, benchmarking and data analysis to predict trends and detect anomalies in your marketing efforts.
Peter Caputa, CEO at Databox, reveals how you can discover the strategies and tools to increase your growth rate (and margins!).
From metrics to track to data habits to pick up, enhance your reporting for powerful insights to improve your B2B tech company's marketing.
- - -
This is the webinar recording from the June 2024 HubSpot User Group (HUG) for B2B Technology USA.
Watch the video recording at https://youtu.be/5vjwGfPN9lw
Sign up for future HUG events at https://events.hubspot.com/b2b-technology-usa/
一比一原版南十字星大学毕业证(SCU毕业证书)学历如何办理
原版办理【微信号:BYZS866】【南十字星大学毕业证(SCU毕业证书)】【微信号:BYZS866】《成绩单、外壳、雅思、offer、真实留信官方学历认证（永久存档/真实可查）》采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路）我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信号BYZS866】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信号BYZS866】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
06-12-2024-BudapestDataForum-BuildingReal-timePipelineswithFLaNK AIM
06-12-2024-BudapestDataForum-BuildingReal-timePipelineswithFLaNK AIM
by
Timothy Spann
Principal Developer Advocate
https://budapestdata.hu/2024/en/
https://budapestml.hu/2024/en/
tim.spann@zilliz.com
https://www.linkedin.com/in/timothyspann/
https://x.com/paasdev
https://github.com/tspannhw
https://www.youtube.com/@flank-stack
milvus
vector database
gen ai
generative ai
deep learning
machine learning
apache nifi
apache pulsar
apache kafka
apache flink
Build applications with generative AI on Google Cloud
We will explore Vertex AI - Model Garden powered experiences, we are going to learn more about the integration of these generative AI APIs. We are going to see in action what the Gemini family of generative models are for developers to build and deploy AI-driven applications. Vertex AI includes a suite of foundation models, these are referred to as the PaLM and Gemini family of generative ai models, and they come in different versions. We are going to cover how to use via API to: - execute prompts in text and chat - cover multimodal use cases with image prompts. - finetune and distill to improve knowledge domains - run function calls with foundation models to optimize them for specific tasks. At the end of the session, developers will understand how to innovate with generative AI and develop apps using the generative ai industry trends.
UofT毕业证如何办理
原件一模一样【微信：95270640】【多伦多大学毕业证UofT学位证成绩单】【微信：95270640】（留信学历认证永久存档查询）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信：95270640】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信：95270640】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份【微信：95270640】
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
→ 【关于价格问题（保证一手价格）
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：可来公司面谈，可签订合同，会陪同客户一起到教育部认证窗口递交认证材料，客户在教育部官方认证查询网站查询到认证通过结果后付款，不成功不收费！
办理多伦多大学毕业证硕士毕业证成绩单UofT学位证【微信：95270640 】外观非常精致，由特殊纸质材料制成，上面印有校徽、校名、毕业生姓名、专业等信息。
办理多伦多大学毕业证UofT学位证硕士毕业证成绩单【微信：95270640 】格式相对统一，各专业都有相应的模板。通常包括以下部分：
校徽：象征着学校的荣誉和传承。
校名:学校英文全称
授予学位：本部分将注明获得的具体学位名称。
毕业生姓名：这是最重要的信息之一，标志着该证书是由特定人员获得的。
颁发日期：这是毕业正式生效的时间，也代表着毕业生学业的结束。
其他信息：根据不同的专业和学位，可能会有一些特定的信息或章节。
办理多伦多大学毕业证硕士毕业证成绩单UofT学位证【微信：95270640 】价值很高，需要妥善保管。一般来说，应放置在安全、干燥、防潮的地方，避免长时间暴露在阳光下。如需使用，最好使用复印件而不是原件，以免丢失。
综上所述，办理多伦多大学毕业证硕士毕业证成绩单UofT学位证【微信：95270640 】是证明身份和学历的高价值文件。外观简单庄重，格式统一，包括重要的个人信息和发布日期。对持有人来说，妥善保管是非常重要的。
Open Source Contributions to Postgres: The Basics POSETTE 2024
Postgres is the most advanced open-source database in the world and it's supported by a community, not a single company. So how does this work? How does code actually get into Postgres? I recently had a patch submitted and committed and I want to share what I learned in that process. I’ll give you an overview of Postgres versions and how the underlying project codebase functions. I’ll also show you the process for submitting a patch and getting that tested and committed.
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data Lake
Dynamic policy enforcement is becoming an increasingly important topic in today’s world where data privacy and compliance is a top priority for companies, individuals, and regulators alike. In these slides, we discuss how LinkedIn implements a powerful dynamic policy enforcement engine, called ViewShift, and integrates it within its data lake. We show the query engine architecture and how catalog implementations can automatically route table resolutions to compliance-enforcing SQL views. Such views have a set of very interesting properties: (1) They are auto-generated from declarative data annotations. (2) They respect user-level consent and preferences (3) They are context-aware, encoding a different set of transformations for different use cases (4) They are portable; while the SQL logic is only implemented in one SQL dialect, it is accessible in all engines.
#SQL #Views #Privacy #Compliance #DataLake
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