Grant Smith - Early Indicators of Scaling Problems at #DOXLON

•

0 likes•856 views

Video: https://www.youtube.com/watch?v=8SLGwz0k39E Grant will talk about leading operations teams at various companies through periods of rapid growth. The most recent being the successful launch of the British Gas Hive Home project in a staggeringly small window of time. He'll draw parallels between his experiences and hopefully give us some insight into what it's like to work in some of these high pressured environments.

Technology

(DUOLQGLFDWRUVRI
VFDOLQJSUREOHPV
$KSRWKHVLVE*UDQW6PLWK 1(;7*(1'(9236

RQQHFWHG+RPHV
0DVVPDUNHW,QWHUQHWRI7KLQJV
SODWIRUP
%DFNHGE%ULWLVK*DV
5HYROXWLRQLVHWKHZDZH
FRQWURORXUKRPHV
6WDUWLQJZLWKKHDWLQJDQGKRW
ZDWHU 1(;7*(1'(9236

6HUYLFHV
$QGURLG
OLHQW
L26
OLHQW
:HE
OLHQW
3ODWIRUP
'DWD
+XE
6HQVRUV $FWXDWRUV
1(;7*(1'(9236

RQQHFWHG+RPH2SVWHDP
'HYLFHPDQXIDFWXUHUV
RQQHFWHG+RPHV+DUGZDUH
WHDP
3ODWIRUP6XSSRUWWHDP
'RPDLQV
$QGURLG
'HY7HDP
L26'HY
WHDP
:HEGHY
WHDP
RQQHFWHG
+RPHV%,
3ODWIRUP+DUGZDUHWHDP
$QGURLG
OLHQW
L26
OLHQW
:HE
OLHQW
3ODWIRUP
'DWD
+XE
6HQVRUV $FWXDWRUV
1(;7*(1'(9236

7KHVFLHQWLILFPHWKRG
6VWHPDWLFREVHUYDWLRQ
0HDVXUHPHQW
([SHULPHQW
7HVWLQJ
1(;7*(1'(9236

6FDOLQJVROXWLRQ
,QIRUPDWLRQ+XEFRXQW/RJLQWLPHV

3DWWHUQUHFRJQLWLRQ HYHQWFRUUHODWLRQ
UHDWHVFDOLQJPRGHO
5HPRYHFRPSOH[LWDQGXQNQRZQV
1(;7*(1'(9236

7KH6LPV6RFLDO
7ULSOH$JDPLQJRQ)DFHERRN
*UHDWHUGHSWKPHDQLQJIXO
LQWHUDFWLRQVQRWMXVWVLPSOH
UHTXHVWV
%LJJHUWHDPPRUHUHVRXUFHV
PRUHWLPHPRUHVSHFLDOLVWV
+XJHODXQFKPDMRUPDUNHWLQJPRQH
1(;7*(1'(9236

'RPDLQV
*DPH
FOLHQW
2SHUDWLRQV
*DPH
VHUYHU
*DPH
'%V
$XWK
6YF
50
6YF
0VJ
6YF
6WXGLR
3ODWIRUP
1(;7*(1'(9236

,QVDQH*URZWK
(VWLPDWHGPLOOLRQLQWKHILUVWPRQWK
0LOOLRQSODHUVLQWKHILUVWZHHN
0LOOLRQSODHUVGDLO3ODLQJ[GDIRUPLQV
6LPXOWDQHRXVSODHUVDWSHDN
*DPHZRXOGFUDVKHYHUIHZKRXUV
1(;7*(1'(9236

6FDOLQJVROXWLRQ
,QIRUPDWLRQ7KURXJKSXW
7UDQVDFWLRQVSURFHVVHGEWKHORDGEDODQFHUV
5HDVVHVVSUHYLRXVVFDOLQJPRGHO
5DSLGOVFDOHWKHJDPH
:RUNWKURXJKHYHUEDFNHQGVHUYLFH6KDUG50
FDFKHLGHQWLWGDWD02$56(59(56
1(;7*(1'(9236

3ODILVK6LPFLW6RFLDO
7ULSOH$JDPLQJRQ)DFHERRN
6WRUGULYHQJDPH
0HDQLQJIXOLQWHUDFWLRQV
)RFXVRQFRQWHQW
*(77+(6$/,1*5,*+7
1(;7*(1'(9236

6FDOLQJVROXWLRQ
7HDP¶VIRFXVVKLIWHGWRWHVWLQJ
*DPHWHDPEXLOWDXWRPDWHGWHVWWRROVLQFOXGLQJ
ORDGWHVWLQJWRROV
1HJOLJLEOHVVWHPORDGHYHQDW0SODHUV
1(;7*(1'(9236

7KHKSRWKHVLV
7KHIROORZLQJIDFWRUVDUHLQGLFDWRUVRIVFDOLQJ
SUREOHPV
6HSDUDWHWHDPVZLWKGLIIHUHQWJRDOVDQGLQFHQWLYHV
$SSOLFDWLRQVQRWGHVLJQHGWREHWHVWHG
(VVHQWLDOVXSSRUWLQJSURGXFWVZLWKQRFOHDU
RZQHUVKLSQREXGJHWDQGQRURDGPDSV
1(;7*(1'(9236

Viewers also liked

Training Tendencias Telefonica Movistar Modulo 1 Jun2013

Daniel Collico Savio

la_mesa_fotos

picaro

3perrosperdidos

francklin castillo

Ringfeder schrumpfscheiben de-en-18_03_2013_b

Europages2

JoyFM.Prochure.2016.Ver6.0

JoyFM Radio Sức Khỏe

Presentacion a los padres/madres del colegio

mariogil

Redes Sociales Y Web 2

Weblearner :: Carlos Castaño

Virus Informaticos

gueste533e1

Los Caballeros No Tienen Memoria?

paomonti

Ref Aprendiendo Con Sonido

Hernán Fuentes

Fortalezas Espirituales en la vida de los Creyentes No 1 El Espíritus de Temor y Rebeldía Texto: 2Ti 1:7 BLS Porque el Espíritu de Dios no nos hace cobardes. Al contrario, nos da poder para amar a los demás, y nos fortalece para que podamos vivir una buena vida cristiana. Propósito: Entender como estos espíritus operan y ser libres de toda opresión que aflige a nuestras vidas Introducción: La Vida Inestable de Job. La vida de Absalon

Espiritus de temor y rebeldia

Centro de Vida Victoriosa (Iglesia)

Historia Del Internet 6

catalan

Dejasecarlairamb

francklin castillo

Cine y aborto

Santiago Navajas

Orientaciones básicas para el uso de Elluminate

Jorge Alberto Lozano Valencia

Alain w. noire portfolio

Damien Reuter

Viewers also liked (16)

Training Tendencias Telefonica Movistar Modulo 1 Jun2013

la_mesa_fotos

3perrosperdidos

Ringfeder schrumpfscheiben de-en-18_03_2013_b

JoyFM.Prochure.2016.Ver6.0

Presentacion a los padres/madres del colegio

Redes Sociales Y Web 2

Virus Informaticos

Los Caballeros No Tienen Memoria?

Ref Aprendiendo Con Sonido

Espiritus de temor y rebeldia

Historia Del Internet 6

Dejasecarlairamb

Cine y aborto

Orientaciones básicas para el uso de Elluminate

Alain w. noire portfolio

More from Outlyer

What is wrong w/ stateful workloads on containers today? What is happening at the Linux kernel to improve the security of containers as a platform FOR storage? Could containers and Kubernetes become the foundations of a new approach to storage? Quick demo of the OpenEBS project. Video: https://youtu.be/rhx_TnZe_E4 This talk is from the DevOps Exchange San Francisco September Meetup: https://www.meetup.com/DevOps-Exchange-SanFrancisco

Murat Karslioglu, VP Solutions @ OpenEBS - Containerized storage for containe...

Outlyer

Feature flags are a valuable DevOps technique to deliver better, more reliable software faster. Feature flags can be used for both release management (dark launches, canary rollouts, betas) as well as long term control (entitlement management, user segmentation personalization). However, if not managed properly, feature flags can be very destructive technical debt. Feature flags need to be managed properly with visibility and control to both engineering and business users.

How & When to Feature Flag

Outlyer

Old staging methodology is broken for modern development. In fact, the staging server is left over from when we built monolithic applications. Find out why microservice architectures are driving ephemeral testing environments & why every sized dev shop should deliver true continuous deployment. Staging servers slow down development with merge conflicts, slow iteration loops, and manhour intensive processes. To build better software faster containers and infrastructure as code are key in 2017. Dev Ops professionals miss this talk at their own peril.

Why You Need to Stop Using "The" Staging Server

Outlyer

How GitHub combined with CI empowers rapid product delivery at Credit Karma

Outlyer

Packaging Services with Nix

Outlyer

Minimum Viable Docker: our journey towards orchestration

Outlyer

Ops is the past! DevOps is the present ! SRE is for giants! NoOps is the future! Fowler even says that a DevOps Engineer is an anti-pattern! So will our job disappear in 10 years? What can we do about it? What is the next set of skills that we need? A startup is often a precursor to larger changes. I'll tell you what we are trying to do at Curve, a Fintech startup where developers build Kubernetes clusters and the SRE team codes microservices.

Ops is dead. long live ops.

Outlyer

Modern application architecture is shifting from monolith to microservices: componentized, containerized, and orchestrated with systems like Kubernetes, Mesos, and Docker Swarm. While this environment is resilient to many failures of both hardware and software, applications require more than this to be truly resilient. In this talk, we introduce the notion of a "service mesh": a userspace infrastructure layer designed to manage service-to-service communication in microservice applications, including handling partial failures and unexpected load, while reducing tail latencies and degrading gracefully in the presence of component failure.

The service mesh: resilient communication for microservice applications

Outlyer

Microservices: Why We Did It (and should you?)

Outlyer

It's time to bring voice commands into continuous deployment pipelines. In this talk, Renan will walk you through the steps of setting up a powerful and cutting-edge continuous deployment pipeline, which will allow you to deploy your products to Kubernetes clusters using just your voice. "Alexa, deploy API to production". If you have never imagined yourself doing that, or you have but don't know where to start, this talk is definitely for you.

Renan Dias: Using Alexa to deploy applications to Kubernetes

Outlyer

Alex Dias: how to build a docker monitoring solution

Outlyer

How to build a container monitoring solution - David Gildeh, CEO and Co-Found...

Outlyer

Docker (and by extension, microservices based architecture) has expanded our horizons with respect to how the industry builds and supports applications at scale. It’s changed the way we think about our code, what production looks like, and how we live. But in our rush to embrace this exciting new paradigm, are we throwing away the lessons of the past? In this entertaining and somewhat irreverent talk, Corey presents the ”other side” of the containerization craze: how configuration management fits into a world consumed by the Docker Docker Docker madness, how ”containers all the way down” can let you down when you least expect it, and how promising technologies should perhaps be vetted a bit more thoroughly before you try to run critical services on top of them.

Heresy in the church of - Corey Quinn, Principal at The Quinn Advisory Group

Outlyer

Major incidents can be very stressful, frustrating and chaotic experiences, especially if the on-call responders lack the proper process, training and coordination. In this talk, we will walk through a real incident from PagerDuty’s own history, to illustrate what an effective incident response looks like. We will recreate the incident timeline step by step and go over all of the different roles involved, including the incident commander, scribe, customer/business liaison and subject matter experts. We will also cover the process and tooling needed to respond quickly and effectively to major incidents in order to minimize customer and business impact.

Anatomy of a real-life incident -Alex Solomon, CTO and Co-Founder of PagerDuty

Outlyer

A Holistic View of Operational Capabilities—Roy Rapoport, Insight Engineering...

Outlyer

The Network Knows—Avi Freedman, CEO & Co-Founder of Kentik

Outlyer

Building a production-ready, fully-scalable Docker Swarm using Terraform & Pa...

Outlyer

On the surface, the tech behind a payments API may look like any other startup’s. You'll probably find some Rails apps, a database, and a bunch of stuff off to the sides to glue it together. GoCardless found it's mostly not the tech that differs, but the approach. Using their high-availability Postgres cluster as a running example, they explore how reliability became so important to them, and dive into the most recent feature they built into the cluster: zero-downtime patch upgrades.

Zero Downtime Postgres Upgrades

Outlyer

DOXLON November 2016: Facebook Engineering on cgroupv2

Outlyer

DOXLON November 2016 - ELK Stack and Beats

Outlyer

More from Outlyer (20)

Murat Karslioglu, VP Solutions @ OpenEBS - Containerized storage for containe...

How & When to Feature Flag

Why You Need to Stop Using "The" Staging Server

How GitHub combined with CI empowers rapid product delivery at Credit Karma

Packaging Services with Nix

Minimum Viable Docker: our journey towards orchestration

Ops is dead. long live ops.

The service mesh: resilient communication for microservice applications

Microservices: Why We Did It (and should you?)

Renan Dias: Using Alexa to deploy applications to Kubernetes

Alex Dias: how to build a docker monitoring solution

How to build a container monitoring solution - David Gildeh, CEO and Co-Found...

Heresy in the church of - Corey Quinn, Principal at The Quinn Advisory Group

Anatomy of a real-life incident -Alex Solomon, CTO and Co-Founder of PagerDuty

A Holistic View of Operational Capabilities—Roy Rapoport, Insight Engineering...

The Network Knows—Avi Freedman, CEO & Co-Founder of Kentik

Building a production-ready, fully-scalable Docker Swarm using Terraform & Pa...

Zero Downtime Postgres Upgrades

DOXLON November 2016: Facebook Engineering on cgroupv2

DOXLON November 2016 - ELK Stack and Beats

Recently uploaded

Designing inclusive products is not only a social responsibility but also a business imperative. This talk delves into the journey of creating accessible hardware products that cater to diverse user needs. Key Topics Covered: 1. Introduction to Inclusive Design - Importance of accessibility in product design - Overview of Comcast's commitment to making products accessible to a wide audience 2. Case Study: Xfinity Large Button Voice Remote - Initial challenges and the evolution of the product - User research and feedback that shaped the design - Key features of the final product and their benefits 3. Designing for Diverse Needs - Understanding human-centered design and its historical context - The impact of designing for people with disabilities on overall product quality - Examples from other industries, such as architecture and industrial design 4. Integrating Accessibility from the Beginning - The cost and efficiency benefits of designing for accessibility from the start - The process of embedding accessibility as a core trait rather than an optional feature 5. Real-World Impact and Continuous Improvement - Insights from in-home studies with users having assistive needs - How continuous feedback and iterative design lead to better products - The role of inclusive research and development practices

Designing for Hardware Accessibility at Comcast

UXDXConf

WSO2CONMay2024OpenSourceConferenceDebrief.pptx

Jennifer Lim

ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...

FIDO Alliance

When you think of a highly secure meeting environment, do you instantly think 'Microsoft Teams'!? Or do you think about some unknown application, troublesome UI and daunting login process...? If you think the latter - let's change that! In this session Femke will show you how using Teams Premium features can create secure, but also good looking meetings! PRETTY. Make sure your company's brand is represented before, during and after the meeting with Customization policies in place. SECURE. Lets utilize Meeting templates and Sensitivity Labels to protect your meeting and data to prevent sensitive information from being leaked. After this session, you will have a clear understanding of the capabilities of Teams Premium features and how to set up the perfect meeting that suits your organizational requirements!

ECS 2024 Teams Premium - Pretty Secure

Femke de Vroome

Introduction to FDO and How It works Applications _ Richard at FIDO Alliance.pdf

FIDO Alliance

This presentation dives into the practical applications of machine learning within Google's operations, providing a comprehensive overview of how to leverage AI technologies to solve real-world business challenges. Key Points Covered: - Introduction to Machine Learning at Google: Discussion on the role of ML and its evolution in enhancing Google's operational efficiency. - Experience Sharing: Insights into the team's long-term engagement with machine learning projects and the impacts on Google’s operational strategies. - Practical Applications: Real-world examples of ML applications within Google’s daily operations, providing a blueprint to adapt similar strategies. - Challenges and Solutions: Discussion on the challenges faced during the implementation of ML projects and the strategic solutions employed to overcome them. - Future of ML at Google: Insights into future trends in machine learning at Google and how they plan to continue integrating AI into their ecosystem.

Strategic AI Integration in Engineering Teams

UXDXConf

The standard Salesforce Approval process can be limiting in many ways, especially in complex scenarios. What if there was a way to implement very flexible approvals where one can use Apex code to make data updates in unrelated records, dynamically generate next steps details, and compute assignees on the fly? And still use UI-based configurations to implement concrete approval processes. In this session, we will share ideas behind such a solution and show a few lines of code to get you started.

Custom Approval Process: A New Perspective, Pavel Hrbacek & Anindya Halder

CzechDreamin

Unlock the mysteries of successful Salesforce interviews in this insightful session hosted by Hugo Rosario (Salesforce Customer), a seasoned hiring manager that leads the Salesforce Department of multinational company with over 100 interviews under their belt. Step into the manager's chair and gain exclusive behind-the-scenes insights into what makes a Salesforce consultant stand out during the interview process. From deciphering the unspoken cues to mastering key strategies, we'll explore the intricacies of the interview process and provide practical tips for consultants looking to not only pass interviews but also thrive in their roles. Whether you're a seasoned professional or just starting your Salesforce journey, this session is your backstage pass to the secrets that hiring managers wish you knew.

Behind the Scenes From the Manager's Chair: Decoding the Secrets of Successfu...

CzechDreamin

As an SEO expert specializing in the IPTV and VPN niches with over five years of experience, I navigate the unique challenges of these industries adeptly. My strategic approach encompasses competitive analysis, targeted keyword research, content optimization, and high-quality backlink creation. My goal is to optimize my clients' online visibility, generating targeted organic traffic and maximizing their return on investment. With a results-driven approach and a passion for innovation, I'm poised to assist my clients in thriving in an ever-evolving digital landscape. <a href="https://iptvreel.com">

THE BEST IPTV in GERMANY for 2024: IPTVreel

reely ones

Extensible Python: Robustness through Addition - PyCon 2024

Patrick Viafore

Heather Hedden, Senior Consultant at Enterprise Knowledge, presented “Enterprise Knowledge Graphs: The Importance of Semantics” on May 9, 2024, at the annual Data Summit in Boston. In her presentation, Hedden describes the components of an enterprise knowledge graph and provides further insight into the semantic layer – or knowledge model – component, which includes an ontology and controlled vocabularies, such as taxonomies, for controlled metadata. While data experts tend to focus on the graph database components (RDF triple store or a label property graph), Hedden emphasizes they should not overlook the importance of the semantic layer.

Enterprise Knowledge Graphs - Data Summit 2024

Enterprise Knowledge

TEST BANK For, Information Technology Project Management 9th Edition Kathy Sc...

marcuskenyatta275

PLAI - Acceleration Program for Generative A.I. Startups

Stefano

What's New in Teams Calling, Meetings and Devices April 2024

Stephanie Beckett

We're living the AI revolution and Salesforce is adapting and bring new value to their customers. Einstein products are evolving rapidly and navigating their limitations, language support, and use cases can be challenging. Let's make review of what Einstein product are available currently, what are the capabilities and what can be used for in CEE region and how Rossie.ai can help to learn Salesforce speak Czech. We will explore the Einstein roadmap and I will make a short live demo (based on your vote) of some Einstein feature.

AI revolution and Salesforce, Jiří Karpíšek

CzechDreamin

How Red Hat Uses FDO in Device Lifecycle _ Costin and Vitaliy at Red Hat.pdf

FIDO Alliance

Speed Wins: From Kafka to APIs in Minutes

confluent

The Metaverse: Are We There Yet?

Mark Billinghurst

Syngulon’s technology expands the capacity for selection of microorganisms. The ability to select individual microbes with a behavior of interest is essential, whether for simple cloning at the bench, or for industry-scale production. Synthetic biology uses the concept of “bioengineering” to improve or modify existing genetic systems to create microbes with desired behaviors, and Syngulon uses this approach to develop its selection technologies. This selection technology is based on bacteriocins, ribosomally-produced peptides naturally made by most bacteria to kill competitive microbial species. These bacteriocins can have a limited or wide target range against other microbial species. This technology offers advantageous over antibiotic selection for several reasons: it avoids the use of antibiotics in the first place, helping to reduce the spread of antibiotic resistant microbes. The technology also increases product yield; as bacteriocins are generally smaller peptides, they do not impose a heavy metabolic burden on the producing cell. They can have a wide target specificity, helping to avoid genetic drift. Finally, our system is 100% plasmid-based (e.g. without chromosomal mutations), making it applicable for use in any E. coli strains.

Syngulon - Selection technology May 2024.pdf

Syngulon

This talk offers actionable insights at an executive level for enhancing productivity and refining your portfolio management approach to propel your organization to greater heights. Key Points Covered: 1. Experience Transformation: - The core challenge remains consistent across organizations: converting budget into user-centric designs. - Strategies for deploying design resources effectively in both startups and large enterprises. 2. Strategic Frameworks: - Introduction to the "Ziggurat of Impact" model, detailing layers from basic system interactions to comprehensive customer experiences. - Practical insights on creating frameworks that scale with organizational complexity. 3. Organizational Impact: - Real-world examples of navigating design in large settings, focusing on the synthesis of consumer products and customer experiences. - Emphasis on the importance of designing systems that directly influence customer interactions. 4. Design Execution: - Detailed walkthrough of organizational layers affecting design execution, from touchpoints and customer activities to shared capabilities. - How to ensure design influences both the micro and macro aspects of customer interactions. 5. Measurement and Adaptation: - Techniques for measuring the impact of design decisions and adapting strategies based on data-driven insights. - The critical role of continuous improvement and feedback in refining customer experiences.

Structuring Teams and Portfolios for Success

UXDXConf

Recently uploaded (20)

Designing for Hardware Accessibility at Comcast

WSO2CONMay2024OpenSourceConferenceDebrief.pptx

ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...

ECS 2024 Teams Premium - Pretty Secure

Introduction to FDO and How It works Applications _ Richard at FIDO Alliance.pdf

Strategic AI Integration in Engineering Teams

Custom Approval Process: A New Perspective, Pavel Hrbacek & Anindya Halder

Behind the Scenes From the Manager's Chair: Decoding the Secrets of Successfu...

THE BEST IPTV in GERMANY for 2024: IPTVreel

Extensible Python: Robustness through Addition - PyCon 2024

Enterprise Knowledge Graphs - Data Summit 2024

TEST BANK For, Information Technology Project Management 9th Edition Kathy Sc...

PLAI - Acceleration Program for Generative A.I. Startups

What's New in Teams Calling, Meetings and Devices April 2024

AI revolution and Salesforce, Jiří Karpíšek

How Red Hat Uses FDO in Device Lifecycle _ Costin and Vitaliy at Red Hat.pdf

Speed Wins: From Kafka to APIs in Minutes

The Metaverse: Are We There Yet?

Syngulon - Selection technology May 2024.pdf

Structuring Teams and Portfolios for Success

Grant Smith - Early Indicators of Scaling Problems at #DOXLON

1. (DUOLQGLFDWRUVRI VFDOLQJSUREOHPV $KSRWKHVLVE*UDQW6PLWK 1(;7*(1'(9236

2. VWRULHV 1(;7*(1'(9236 +SRWKHVLV

3. RQQHFWHG+RPHV 0DVVPDUNHW,QWHUQHWRI7KLQJV SODWIRUP %DFNHGE%ULWLVK*DV 5HYROXWLRQLVHWKHZDZH FRQWURORXUKRPHV 6WDUWLQJZLWKKHDWLQJDQGKRW ZDWHU 1(;7*(1'(9236

4. 6HUYLFHV $QGURLG OLHQW L26 OLHQW :HE OLHQW 3ODWIRUP 'DWD +XE 6HQVRUV $FWXDWRUV 1(;7*(1'(9236

5. RQQHFWHG+RPH2SVWHDP 'HYLFHPDQXIDFWXUHUV RQQHFWHG+RPHV+DUGZDUH WHDP 3ODWIRUP6XSSRUWWHDP 'RPDLQV $QGURLG 'HY7HDP L26'HY WHDP :HEGHY WHDP RQQHFWHG +RPHV%, 3ODWIRUP+DUGZDUHWHDP $QGURLG OLHQW L26 OLHQW :HE OLHQW 3ODWIRUP 'DWD +XE 6HQVRUV $FWXDWRUV 1(;7*(1'(9236

6. 7KHVFLHQWLILFPHWKRG 6VWHPDWLFREVHUYDWLRQ 0HDVXUHPHQW ([SHULPHQW 7HVWLQJ 1(;7*(1'(9236

7. 6FDOLQJVROXWLRQ ,QIRUPDWLRQ+XEFRXQW/RJLQWLPHV

8. 3DWWHUQUHFRJQLWLRQ HYHQWFRUUHODWLRQ UHDWHVFDOLQJPRGHO 5HPRYHFRPSOH[LWDQGXQNQRZQV 1(;7*(1'(9236

9. 7KH6LPV6RFLDO 7ULSOH$JDPLQJRQ)DFHERRN *UHDWHUGHSWKPHDQLQJIXO LQWHUDFWLRQVQRWMXVWVLPSOH UHTXHVWV %LJJHUWHDPPRUHUHVRXUFHV PRUHWLPHPRUHVSHFLDOLVWV +XJHODXQFKPDMRUPDUNHWLQJPRQH 1(;7*(1'(9236

10. 'RPDLQV *DPH FOLHQW 2SHUDWLRQV *DPH VHUYHU *DPH '%V $XWK 6YF 50 6YF 0VJ 6YF 6WXGLR 3ODWIRUP 1(;7*(1'(9236

11. ,QVDQH*URZWK (VWLPDWHGPLOOLRQLQWKHILUVWPRQWK 0LOOLRQSODHUVLQWKHILUVWZHHN 0LOOLRQSODHUVGDLO3ODLQJ[GDIRUPLQV 6LPXOWDQHRXVSODHUVDWSHDN *DPHZRXOGFUDVKHYHUIHZKRXUV 1(;7*(1'(9236

12. 6FDOLQJVROXWLRQ ,QIRUPDWLRQ7KURXJKSXW 7UDQVDFWLRQVSURFHVVHGEWKHORDGEDODQFHUV 5HDVVHVVSUHYLRXVVFDOLQJPRGHO 5DSLGOVFDOHWKHJDPH :RUNWKURXJKHYHUEDFNHQGVHUYLFH6KDUG50 FDFKHLGHQWLWGDWD02$56(59(56 1(;7*(1'(9236

13. 3ODILVK6LPFLW6RFLDO 7ULSOH$JDPLQJRQ)DFHERRN 6WRUGULYHQJDPH 0HDQLQJIXOLQWHUDFWLRQV )RFXVRQFRQWHQW *(77+(6$/,1*5,*+7 1(;7*(1'(9236

14. 6FDOLQJVROXWLRQ 7HDP¶VIRFXVVKLIWHGWRWHVWLQJ *DPHWHDPEXLOWDXWRPDWHGWHVWWRROVLQFOXGLQJ ORDGWHVWLQJWRROV 1HJOLJLEOHVVWHPORDGHYHQDW0SODHUV 1(;7*(1'(9236

15. 7KHKSRWKHVLV 7KHIROORZLQJIDFWRUVDUHLQGLFDWRUVRIVFDOLQJ SUREOHPV 6HSDUDWHWHDPVZLWKGLIIHUHQWJRDOVDQGLQFHQWLYHV $SSOLFDWLRQVQRWGHVLJQHGWREHWHVWHG (VVHQWLDOVXSSRUWLQJSURGXFWVZLWKQRFOHDU RZQHUVKLSQREXGJHWDQGQRURDGPDSV 1(;7*(1'(9236

16. 1H[WVWHSV $1' 7KHLQGLVSHQVDEOH $9$,/$%/($87801 21$0$=21 1(;7*(1'(923620 JXLGHWREXLOGLQJ DQGPDQDJLQJ RQOLQHVHUYLFHVLQ WKHVWHQWXU 1(;7*(1'(9236

Grant Smith - Early Indicators of Scaling Problems at #DOXLON

Recommended

Recommended

More Related Content

Viewers also liked

Viewers also liked (16)

More from Outlyer

More from Outlyer (20)

Recently uploaded

Recently uploaded (20)

Grant Smith - Early Indicators of Scaling Problems at #DOXLON