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Unlike a traditional software architecture of presentation, business, persistence, and database layers, horizontal architecture at scale relies on the following 3 pillars:- Event-driven architecture- Availability at scale- Near real time petabyte processingEvent-driven architecture provides the following benefits:- Independent scaling and failure of components- Auditability and traceability across components- Improved agility and delivery time of componentsWhile event-driven architecture helps availability at scale, each component also needs to be available at scale. At the simplest level, this means that to the extent possible, the component should always return a successful response. While there are cases where this is not possible, e.g. authentication, most software components can be designed in modern cloud environment so that virtually all read requests are successful.Finally, while most people talk petabyte scale, most of them don't realize that building components on technologies or patterns that are adequate at smaller scale rarely are successful at petabyte scale.If you need help with problems like this, I'd be happy to help.
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ArchitectConfidentialSan Francisco, Ca, Us
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ArchitectConfidential Nov 2023 - PresentBare-metal replatforming, event-driven architecture, MLOps, and much, much more... -
Executive In ResidenceF2 Strategy Nov 2022 - Oct 2023Chicago, Illinois, UsF2 Strategy, Inc provides boutique consulting services globally to support existing business and technology teams within the wealth management, family office, RIA and wealth manager space, helping these companies align their technology platforms and distribution channels with the wealth management experience that their clients expect. -
Platform/Big Data ArchitectCrunchyroll Nov 2018 - Sep 2022Culver City, Ca, UsE2E experience with a 4 nines consumer Video on Demand (VOD) service:• Designed entirety of the next generation data lakehouse architecture, including the overall architecture and detailed requirements for over 5 separate work streams.• Designed single page application (SPA) architecture with persistence.• Designed enterprise-wide patterns for event-driven architecture a domain-based services and the analytics ecosystem.• Helped design and implementation of 4 nines analytics event collector.• Designed next generation of continuous processing engine for NRT analytics.• Worked closely with ML team to improve recommendations algorithms and content analytics.• Many, many solution architectures.• Detailed knowledge of many common AWS and open source services such as Apache Airflow, Spark, and Flink, AWS Redshift, Kinesis, EC2, Athena and many more. -
Enterprise And Big Data Platform ArchitectAutodesk 2011 - Nov 2018San Francisco, Ca, UsNext generation big data environment (Autodesk Data Platform):• Designed and currently implementing engineering excellence developmentmethodology• Designed and implemented fully functional prototype using AWS technologies such asAPI Gateway, Kinesis Streams/Firehose, CloudWatch, and CloudFormationWrote prototypes on Spark in SQL and Scala to demonstrate various different datapipeline stages• Designed and helped implement the S3 bucket strategy and access control strategy for our petabyte-scale data lake.• Designed the entire platform security model for the ADP.• Designed and implemented a fully functional prototype serverlessingestion from using AWS Lambda, Firehose, SNS, and RDS.Data Virtualization and Federation (Denodo):• Was product owner, and architect to deliver the Denodo data virtualization andfederation tool into Autodesk.• Currently is an essential tool for the business model transformation in which Autodeskis currently involved. -
Cto Stealth Startup/Independent ContractorVarious Companies 2009 - 2010Greenwich, Ct, UsEarly stage startup work, ad hoc consulting engagements -
Vice President Engineering/Chief ArchitectNorthstar 2002 - 2008• Responsible for all engineering and architectural activities across a team of 40+ people including up to 11 direct reports located in San Francisco, New York and in Delhi, India.• White board to product responsibility for a highly complex n-tier architecture employing both J2EE and .NET environments to provide a process-oriented platform, set of applications and processes to meet the needs in the wealth management discipline.• General management responsibility for application development, platform development, technical publications, engineering services and quality assurance. Had fiscal responsibility for a budget of almost $2m.• Did multiple pre-sales engagements including a key decision-making engagement leading to a deal of total value of almost $10m.
Mark Eaton Skills
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University Of California, BerkeleyPhysics
Frequently Asked Questions about Mark Eaton
What company does Mark Eaton work for?
Mark Eaton works for Confidential
What is Mark Eaton's role at the current company?
Mark Eaton's current role is Architect.
What is Mark Eaton's email address?
Mark Eaton's email address is ma****@****esk.com
What is Mark Eaton's direct phone number?
Mark Eaton's direct phone number is +141550*****
What schools did Mark Eaton attend?
Mark Eaton attended University Of California, Berkeley.
What skills is Mark Eaton known for?
Mark Eaton has skills like Saas, Software Development, Big Data, Data Architecture, Master Data Management.
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