SlideShare une entreprise Scribd logo
1  sur  11
Compiler Works
Our Goal: To make working with
data on Hadoop easy
Who are we? A group of backend engineers attempting to add
a UI to some technology we've built.
January 2015
Compiler Works Development Process Flow
Jan 2015 2
Write Code
(1 second)
Compile Code
(5 minutes)
Test Code
(1 hour)
Integrate Code
(1 day – 1 week)
Deploy to Customer
(3 months)
Compiler Works Problems
Jan 2015 3
Write Code
(1 second)
Compile Code
(5 minutes)
Test Code
(1 hour)
Integrate Code
(1 day – 1 week)
Deploy to Customer
(3 months)
IDE highlights bug(s)
with static analysis
Code leaves
developer desktop
Say prayers
Kind of expensive
Runtime errors
detected
Compiler Works Writing Code with Fast Feedback?
Jan 2015 4
DEMO
Compiler Works What did we solve?
(multi-stage compiler)
Jan 2015 5
Compiler Works What did we solve?
(algebraic optimization)
Jan 2015 6
• Join A, B, C, D
• These are the object plans
– they are leaf nodes in the algebraic tree
– they are themselves trees
Compiler Works What did we solve?
(scheduling)
Jan 2015 7
• In one cycle, a CPU can execute:
– Ten adds
– Four multiplies
– Two divides
• Schedule this:
Compiler Works More Demo
Jan 2015 8
• Complex joins
• Optimizations
• e.t.c.
Compiler Works Process Management
Jan 2015 9
• Development
• Experimentation
• Production (export)
• Maintenance (import)
• Re-experimentation
• Reproduction
• Re-export
Compiler Works More Demo
Jan 2015 10
• Export
• What else are you interested in?
Compiler Works Questions
Jan 2015 11
• I will answer on stage (if time)
• I will answer afterwards (if time)
• Email: info@compilerworks.com

Contenu connexe

En vedette

January 2015 HUG: Apache Flink: Fast and reliable large-scale data processing
January 2015 HUG: Apache Flink:  Fast and reliable large-scale data processingJanuary 2015 HUG: Apache Flink:  Fast and reliable large-scale data processing
January 2015 HUG: Apache Flink: Fast and reliable large-scale data processingYahoo Developer Network
 
February 2016 HUG: Apache Kudu (incubating): New Apache Hadoop Storage for Fa...
February 2016 HUG: Apache Kudu (incubating): New Apache Hadoop Storage for Fa...February 2016 HUG: Apache Kudu (incubating): New Apache Hadoop Storage for Fa...
February 2016 HUG: Apache Kudu (incubating): New Apache Hadoop Storage for Fa...Yahoo Developer Network
 
February 2016 HUG: Apache Apex (incubating): Stream Processing Architecture a...
February 2016 HUG: Apache Apex (incubating): Stream Processing Architecture a...February 2016 HUG: Apache Apex (incubating): Stream Processing Architecture a...
February 2016 HUG: Apache Apex (incubating): Stream Processing Architecture a...Yahoo Developer Network
 
October 2016 HUG: Architecture of an Open Source RDBMS powered by HBase and ...
October 2016 HUG: Architecture of an Open Source RDBMS powered by HBase and ...October 2016 HUG: Architecture of an Open Source RDBMS powered by HBase and ...
October 2016 HUG: Architecture of an Open Source RDBMS powered by HBase and ...Yahoo Developer Network
 
January 2015 HUG: Using HBase Co-Processors to Build a Distributed, Transacti...
January 2015 HUG: Using HBase Co-Processors to Build a Distributed, Transacti...January 2015 HUG: Using HBase Co-Processors to Build a Distributed, Transacti...
January 2015 HUG: Using HBase Co-Processors to Build a Distributed, Transacti...Yahoo Developer Network
 
February 2016 HUG: Running Spark Clusters in Containers with Docker
February 2016 HUG: Running Spark Clusters in Containers with DockerFebruary 2016 HUG: Running Spark Clusters in Containers with Docker
February 2016 HUG: Running Spark Clusters in Containers with DockerYahoo Developer Network
 
August 2016 HUG: Open Source Big Data Ingest with StreamSets Data Collector
August 2016 HUG: Open Source Big Data Ingest with StreamSets Data Collector August 2016 HUG: Open Source Big Data Ingest with StreamSets Data Collector
August 2016 HUG: Open Source Big Data Ingest with StreamSets Data Collector Yahoo Developer Network
 
February 2017 HUG: Exactly-once end-to-end processing with Apache Apex
February 2017 HUG: Exactly-once end-to-end processing with Apache ApexFebruary 2017 HUG: Exactly-once end-to-end processing with Apache Apex
February 2017 HUG: Exactly-once end-to-end processing with Apache ApexYahoo Developer Network
 
August 2016 HUG: Better together: Fast Data with Apache Spark™ and Apache Ign...
August 2016 HUG: Better together: Fast Data with Apache Spark™ and Apache Ign...August 2016 HUG: Better together: Fast Data with Apache Spark™ and Apache Ign...
August 2016 HUG: Better together: Fast Data with Apache Spark™ and Apache Ign...Yahoo Developer Network
 
April 2016 HUG: CaffeOnSpark: Distributed Deep Learning on Spark Clusters
April 2016 HUG: CaffeOnSpark: Distributed Deep Learning on Spark ClustersApril 2016 HUG: CaffeOnSpark: Distributed Deep Learning on Spark Clusters
April 2016 HUG: CaffeOnSpark: Distributed Deep Learning on Spark ClustersYahoo Developer Network
 
August 2016 HUG: Recent development in Apache Oozie
August 2016 HUG: Recent development in Apache OozieAugust 2016 HUG: Recent development in Apache Oozie
August 2016 HUG: Recent development in Apache OozieYahoo Developer Network
 

En vedette (11)

January 2015 HUG: Apache Flink: Fast and reliable large-scale data processing
January 2015 HUG: Apache Flink:  Fast and reliable large-scale data processingJanuary 2015 HUG: Apache Flink:  Fast and reliable large-scale data processing
January 2015 HUG: Apache Flink: Fast and reliable large-scale data processing
 
February 2016 HUG: Apache Kudu (incubating): New Apache Hadoop Storage for Fa...
February 2016 HUG: Apache Kudu (incubating): New Apache Hadoop Storage for Fa...February 2016 HUG: Apache Kudu (incubating): New Apache Hadoop Storage for Fa...
February 2016 HUG: Apache Kudu (incubating): New Apache Hadoop Storage for Fa...
 
February 2016 HUG: Apache Apex (incubating): Stream Processing Architecture a...
February 2016 HUG: Apache Apex (incubating): Stream Processing Architecture a...February 2016 HUG: Apache Apex (incubating): Stream Processing Architecture a...
February 2016 HUG: Apache Apex (incubating): Stream Processing Architecture a...
 
October 2016 HUG: Architecture of an Open Source RDBMS powered by HBase and ...
October 2016 HUG: Architecture of an Open Source RDBMS powered by HBase and ...October 2016 HUG: Architecture of an Open Source RDBMS powered by HBase and ...
October 2016 HUG: Architecture of an Open Source RDBMS powered by HBase and ...
 
January 2015 HUG: Using HBase Co-Processors to Build a Distributed, Transacti...
January 2015 HUG: Using HBase Co-Processors to Build a Distributed, Transacti...January 2015 HUG: Using HBase Co-Processors to Build a Distributed, Transacti...
January 2015 HUG: Using HBase Co-Processors to Build a Distributed, Transacti...
 
February 2016 HUG: Running Spark Clusters in Containers with Docker
February 2016 HUG: Running Spark Clusters in Containers with DockerFebruary 2016 HUG: Running Spark Clusters in Containers with Docker
February 2016 HUG: Running Spark Clusters in Containers with Docker
 
August 2016 HUG: Open Source Big Data Ingest with StreamSets Data Collector
August 2016 HUG: Open Source Big Data Ingest with StreamSets Data Collector August 2016 HUG: Open Source Big Data Ingest with StreamSets Data Collector
August 2016 HUG: Open Source Big Data Ingest with StreamSets Data Collector
 
February 2017 HUG: Exactly-once end-to-end processing with Apache Apex
February 2017 HUG: Exactly-once end-to-end processing with Apache ApexFebruary 2017 HUG: Exactly-once end-to-end processing with Apache Apex
February 2017 HUG: Exactly-once end-to-end processing with Apache Apex
 
August 2016 HUG: Better together: Fast Data with Apache Spark™ and Apache Ign...
August 2016 HUG: Better together: Fast Data with Apache Spark™ and Apache Ign...August 2016 HUG: Better together: Fast Data with Apache Spark™ and Apache Ign...
August 2016 HUG: Better together: Fast Data with Apache Spark™ and Apache Ign...
 
April 2016 HUG: CaffeOnSpark: Distributed Deep Learning on Spark Clusters
April 2016 HUG: CaffeOnSpark: Distributed Deep Learning on Spark ClustersApril 2016 HUG: CaffeOnSpark: Distributed Deep Learning on Spark Clusters
April 2016 HUG: CaffeOnSpark: Distributed Deep Learning on Spark Clusters
 
August 2016 HUG: Recent development in Apache Oozie
August 2016 HUG: Recent development in Apache OozieAugust 2016 HUG: Recent development in Apache Oozie
August 2016 HUG: Recent development in Apache Oozie
 

Plus de Yahoo Developer Network

Developing Mobile Apps for Performance - Swapnil Patel, Verizon Media
Developing Mobile Apps for Performance - Swapnil Patel, Verizon MediaDeveloping Mobile Apps for Performance - Swapnil Patel, Verizon Media
Developing Mobile Apps for Performance - Swapnil Patel, Verizon MediaYahoo Developer Network
 
Athenz - The Open-Source Solution to Provide Access Control in Dynamic Infras...
Athenz - The Open-Source Solution to Provide Access Control in Dynamic Infras...Athenz - The Open-Source Solution to Provide Access Control in Dynamic Infras...
Athenz - The Open-Source Solution to Provide Access Control in Dynamic Infras...Yahoo Developer Network
 
Athenz & SPIFFE, Tatsuya Yano, Yahoo Japan
Athenz & SPIFFE, Tatsuya Yano, Yahoo JapanAthenz & SPIFFE, Tatsuya Yano, Yahoo Japan
Athenz & SPIFFE, Tatsuya Yano, Yahoo JapanYahoo Developer Network
 
Athenz with Istio - Single Access Control Model in Cloud Infrastructures, Tat...
Athenz with Istio - Single Access Control Model in Cloud Infrastructures, Tat...Athenz with Istio - Single Access Control Model in Cloud Infrastructures, Tat...
Athenz with Istio - Single Access Control Model in Cloud Infrastructures, Tat...Yahoo Developer Network
 
Big Data Serving with Vespa - Jon Bratseth, Distinguished Architect, Oath
Big Data Serving with Vespa - Jon Bratseth, Distinguished Architect, OathBig Data Serving with Vespa - Jon Bratseth, Distinguished Architect, Oath
Big Data Serving with Vespa - Jon Bratseth, Distinguished Architect, OathYahoo Developer Network
 
How @TwitterHadoop Chose Google Cloud, Joep Rottinghuis, Lohit VijayaRenu
How @TwitterHadoop Chose Google Cloud, Joep Rottinghuis, Lohit VijayaRenuHow @TwitterHadoop Chose Google Cloud, Joep Rottinghuis, Lohit VijayaRenu
How @TwitterHadoop Chose Google Cloud, Joep Rottinghuis, Lohit VijayaRenuYahoo Developer Network
 
The Future of Hadoop in an AI World, Milind Bhandarkar, CEO, Ampool
The Future of Hadoop in an AI World, Milind Bhandarkar, CEO, AmpoolThe Future of Hadoop in an AI World, Milind Bhandarkar, CEO, Ampool
The Future of Hadoop in an AI World, Milind Bhandarkar, CEO, AmpoolYahoo Developer Network
 
Apache YARN Federation and Tez at Microsoft, Anupam Upadhyay, Adrian Nicoara,...
Apache YARN Federation and Tez at Microsoft, Anupam Upadhyay, Adrian Nicoara,...Apache YARN Federation and Tez at Microsoft, Anupam Upadhyay, Adrian Nicoara,...
Apache YARN Federation and Tez at Microsoft, Anupam Upadhyay, Adrian Nicoara,...Yahoo Developer Network
 
Containerized Services on Apache Hadoop YARN: Past, Present, and Future, Shan...
Containerized Services on Apache Hadoop YARN: Past, Present, and Future, Shan...Containerized Services on Apache Hadoop YARN: Past, Present, and Future, Shan...
Containerized Services on Apache Hadoop YARN: Past, Present, and Future, Shan...Yahoo Developer Network
 
HDFS Scalability and Security, Daryn Sharp, Senior Engineer, Oath
HDFS Scalability and Security, Daryn Sharp, Senior Engineer, OathHDFS Scalability and Security, Daryn Sharp, Senior Engineer, Oath
HDFS Scalability and Security, Daryn Sharp, Senior Engineer, OathYahoo Developer Network
 
Hadoop {Submarine} Project: Running deep learning workloads on YARN, Wangda T...
Hadoop {Submarine} Project: Running deep learning workloads on YARN, Wangda T...Hadoop {Submarine} Project: Running deep learning workloads on YARN, Wangda T...
Hadoop {Submarine} Project: Running deep learning workloads on YARN, Wangda T...Yahoo Developer Network
 
Moving the Oath Grid to Docker, Eric Badger, Oath
Moving the Oath Grid to Docker, Eric Badger, OathMoving the Oath Grid to Docker, Eric Badger, Oath
Moving the Oath Grid to Docker, Eric Badger, OathYahoo Developer Network
 
Architecting Petabyte Scale AI Applications
Architecting Petabyte Scale AI ApplicationsArchitecting Petabyte Scale AI Applications
Architecting Petabyte Scale AI ApplicationsYahoo Developer Network
 
Introduction to Vespa – The Open Source Big Data Serving Engine, Jon Bratseth...
Introduction to Vespa – The Open Source Big Data Serving Engine, Jon Bratseth...Introduction to Vespa – The Open Source Big Data Serving Engine, Jon Bratseth...
Introduction to Vespa – The Open Source Big Data Serving Engine, Jon Bratseth...Yahoo Developer Network
 
Jun 2017 HUG: YARN Scheduling – A Step Beyond
Jun 2017 HUG: YARN Scheduling – A Step BeyondJun 2017 HUG: YARN Scheduling – A Step Beyond
Jun 2017 HUG: YARN Scheduling – A Step BeyondYahoo Developer Network
 
Jun 2017 HUG: Large-Scale Machine Learning: Use Cases and Technologies
Jun 2017 HUG: Large-Scale Machine Learning: Use Cases and Technologies Jun 2017 HUG: Large-Scale Machine Learning: Use Cases and Technologies
Jun 2017 HUG: Large-Scale Machine Learning: Use Cases and Technologies Yahoo Developer Network
 

Plus de Yahoo Developer Network (17)

Developing Mobile Apps for Performance - Swapnil Patel, Verizon Media
Developing Mobile Apps for Performance - Swapnil Patel, Verizon MediaDeveloping Mobile Apps for Performance - Swapnil Patel, Verizon Media
Developing Mobile Apps for Performance - Swapnil Patel, Verizon Media
 
Athenz - The Open-Source Solution to Provide Access Control in Dynamic Infras...
Athenz - The Open-Source Solution to Provide Access Control in Dynamic Infras...Athenz - The Open-Source Solution to Provide Access Control in Dynamic Infras...
Athenz - The Open-Source Solution to Provide Access Control in Dynamic Infras...
 
Athenz & SPIFFE, Tatsuya Yano, Yahoo Japan
Athenz & SPIFFE, Tatsuya Yano, Yahoo JapanAthenz & SPIFFE, Tatsuya Yano, Yahoo Japan
Athenz & SPIFFE, Tatsuya Yano, Yahoo Japan
 
Athenz with Istio - Single Access Control Model in Cloud Infrastructures, Tat...
Athenz with Istio - Single Access Control Model in Cloud Infrastructures, Tat...Athenz with Istio - Single Access Control Model in Cloud Infrastructures, Tat...
Athenz with Istio - Single Access Control Model in Cloud Infrastructures, Tat...
 
CICD at Oath using Screwdriver
CICD at Oath using ScrewdriverCICD at Oath using Screwdriver
CICD at Oath using Screwdriver
 
Big Data Serving with Vespa - Jon Bratseth, Distinguished Architect, Oath
Big Data Serving with Vespa - Jon Bratseth, Distinguished Architect, OathBig Data Serving with Vespa - Jon Bratseth, Distinguished Architect, Oath
Big Data Serving with Vespa - Jon Bratseth, Distinguished Architect, Oath
 
How @TwitterHadoop Chose Google Cloud, Joep Rottinghuis, Lohit VijayaRenu
How @TwitterHadoop Chose Google Cloud, Joep Rottinghuis, Lohit VijayaRenuHow @TwitterHadoop Chose Google Cloud, Joep Rottinghuis, Lohit VijayaRenu
How @TwitterHadoop Chose Google Cloud, Joep Rottinghuis, Lohit VijayaRenu
 
The Future of Hadoop in an AI World, Milind Bhandarkar, CEO, Ampool
The Future of Hadoop in an AI World, Milind Bhandarkar, CEO, AmpoolThe Future of Hadoop in an AI World, Milind Bhandarkar, CEO, Ampool
The Future of Hadoop in an AI World, Milind Bhandarkar, CEO, Ampool
 
Apache YARN Federation and Tez at Microsoft, Anupam Upadhyay, Adrian Nicoara,...
Apache YARN Federation and Tez at Microsoft, Anupam Upadhyay, Adrian Nicoara,...Apache YARN Federation and Tez at Microsoft, Anupam Upadhyay, Adrian Nicoara,...
Apache YARN Federation and Tez at Microsoft, Anupam Upadhyay, Adrian Nicoara,...
 
Containerized Services on Apache Hadoop YARN: Past, Present, and Future, Shan...
Containerized Services on Apache Hadoop YARN: Past, Present, and Future, Shan...Containerized Services on Apache Hadoop YARN: Past, Present, and Future, Shan...
Containerized Services on Apache Hadoop YARN: Past, Present, and Future, Shan...
 
HDFS Scalability and Security, Daryn Sharp, Senior Engineer, Oath
HDFS Scalability and Security, Daryn Sharp, Senior Engineer, OathHDFS Scalability and Security, Daryn Sharp, Senior Engineer, Oath
HDFS Scalability and Security, Daryn Sharp, Senior Engineer, Oath
 
Hadoop {Submarine} Project: Running deep learning workloads on YARN, Wangda T...
Hadoop {Submarine} Project: Running deep learning workloads on YARN, Wangda T...Hadoop {Submarine} Project: Running deep learning workloads on YARN, Wangda T...
Hadoop {Submarine} Project: Running deep learning workloads on YARN, Wangda T...
 
Moving the Oath Grid to Docker, Eric Badger, Oath
Moving the Oath Grid to Docker, Eric Badger, OathMoving the Oath Grid to Docker, Eric Badger, Oath
Moving the Oath Grid to Docker, Eric Badger, Oath
 
Architecting Petabyte Scale AI Applications
Architecting Petabyte Scale AI ApplicationsArchitecting Petabyte Scale AI Applications
Architecting Petabyte Scale AI Applications
 
Introduction to Vespa – The Open Source Big Data Serving Engine, Jon Bratseth...
Introduction to Vespa – The Open Source Big Data Serving Engine, Jon Bratseth...Introduction to Vespa – The Open Source Big Data Serving Engine, Jon Bratseth...
Introduction to Vespa – The Open Source Big Data Serving Engine, Jon Bratseth...
 
Jun 2017 HUG: YARN Scheduling – A Step Beyond
Jun 2017 HUG: YARN Scheduling – A Step BeyondJun 2017 HUG: YARN Scheduling – A Step Beyond
Jun 2017 HUG: YARN Scheduling – A Step Beyond
 
Jun 2017 HUG: Large-Scale Machine Learning: Use Cases and Technologies
Jun 2017 HUG: Large-Scale Machine Learning: Use Cases and Technologies Jun 2017 HUG: Large-Scale Machine Learning: Use Cases and Technologies
Jun 2017 HUG: Large-Scale Machine Learning: Use Cases and Technologies
 

Dernier

Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Drew Madelung
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 
Advantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessAdvantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessPixlogix Infotech
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)wesley chun
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024Results
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024The Digital Insurer
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUK Journal
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slidespraypatel2
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?Igalia
 

Dernier (20)

Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
Advantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessAdvantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your Business
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?
 

January 2015 HUG: Efficient user environment to facilitate working with Big Data

  • 1. Compiler Works Our Goal: To make working with data on Hadoop easy Who are we? A group of backend engineers attempting to add a UI to some technology we've built. January 2015
  • 2. Compiler Works Development Process Flow Jan 2015 2 Write Code (1 second) Compile Code (5 minutes) Test Code (1 hour) Integrate Code (1 day – 1 week) Deploy to Customer (3 months)
  • 3. Compiler Works Problems Jan 2015 3 Write Code (1 second) Compile Code (5 minutes) Test Code (1 hour) Integrate Code (1 day – 1 week) Deploy to Customer (3 months) IDE highlights bug(s) with static analysis Code leaves developer desktop Say prayers Kind of expensive Runtime errors detected
  • 4. Compiler Works Writing Code with Fast Feedback? Jan 2015 4 DEMO
  • 5. Compiler Works What did we solve? (multi-stage compiler) Jan 2015 5
  • 6. Compiler Works What did we solve? (algebraic optimization) Jan 2015 6 • Join A, B, C, D • These are the object plans – they are leaf nodes in the algebraic tree – they are themselves trees
  • 7. Compiler Works What did we solve? (scheduling) Jan 2015 7 • In one cycle, a CPU can execute: – Ten adds – Four multiplies – Two divides • Schedule this:
  • 8. Compiler Works More Demo Jan 2015 8 • Complex joins • Optimizations • e.t.c.
  • 9. Compiler Works Process Management Jan 2015 9 • Development • Experimentation • Production (export) • Maintenance (import) • Re-experimentation • Reproduction • Re-export
  • 10. Compiler Works More Demo Jan 2015 10 • Export • What else are you interested in?
  • 11. Compiler Works Questions Jan 2015 11 • I will answer on stage (if time) • I will answer afterwards (if time) • Email: info@compilerworks.com