Boston Data @Scale 2018

October 25 in Boston, MA

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Mar
13

Performance @Scale

Facebook HQ 8:30am - 6:00pm

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Performance @Scale is an invite-only conference for engineers working on the technical and organizational challenges of high-performance applications and services.

For this all-day event, we’re assembling a series of performance experts from around the industry to talk about the biggest performance challenges they’ve faced. Speakers will be covering a wide range of performance topics—stay tuned to this page for updates on speakers and talks.

If you have ever wanted to learn best practices from the pros on how to detect performance anomalies, scale your web service, or speedup your mobile apps, then Performance @Scale is the place to be on Tuesday, March 13!

Performance @Scale will be held on Facebook’s campus in Menlo Park, California. Talks begin at 10AM.

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Agenda
8:30am - 10:00am

Breakfast & Registration

10:00am - 10:30am

Opening Remarks

Bill is a Vice President at Facebook, in the Infrastructure group, overseeing AI/Applied Machine Learning infrastructure, performance and capacity engineering, and hardware validation engineering. Since joining Facebook in 2009, Bill has been responsible for defining overall Facebook software product performance strategy, and optimizing and planning infrastructure for Facebook.
Bill Jia
Bill Jia, Vice President, Facebook Infrastructure  
10:30am - 11:05am

Execution Graphs: Distributed trace processing for performance regression detection

Execution Graphs are a data correlation and visualization model used within Azure to understand the performance and reliability of Azure VM deployment operations. Within Azure, multiple services are responsible for various aspects of VM creation and startup. We have built a system that understands the various contracts between services and builds complete traces for each VM operation, including timing information. The analytics and UI on top of these graphs enable us to easily debug failures and measure timing of sub-operations at scale.
Andre Vachon
Andre Vachon, Partner Engineering Manager, Microsoft  
11:05am - 11:40am

Understanding (App) Performance in the Wild with Profilo

Understanding the performance of an app out in the world is a challenge for teams, tools, and individual developers. This talk will share our experience at Facebook - stories of what's worked, what hasn't and how we are thinking about performance today.
Delyan Kratunov
Delyan Kratunov, Software Engineer, Facebook  
11:40am - 12:15pm

Robust anomaly detection for real user monitoring data

LinkedIn has internally developed a generic anomaly detection platform for time series metrics called ThirdEye. In this talk, we describe our experience on-boarding client performance data (RUM) for LinkedIn pages and apps onto ThirdEye. We also discuss our previous generation anomaly detection system built specifically for performance use-case and lessons learned from it. We give an overview of ThirdEye, focusing on how to build a low-cost, end-to-end system that can leverage any algorithm, and explain lessons learned and best practices that will be useful to any engineering or operations team. One key insight for audience will be how and why a perfect anomaly detection system cannot exist.
Yang Yang
Yang Yang, Senior Staff Software Engineer & Data Scientist, LinkedIn  
Ritesh Maheshwari
Ritesh Maheshwari, Senior Staff Software Engineer, LinkedIn  
12:15pm - 1:15pm

Lunch

1:15pm - 1:50pm

iOS VM and Loader Considerations

This talk will discuss how the iOS Virtual Memory system affects the startup time of applications and how that loader interacts with the Objective C programming model to create some unexpected problems as well as opportunities for improvement.
Rico Mariani
Rico Mariani, Software Engineer, Facebook  
1:55pm - 2:30pm

Mobile performance testing in real user conditions

Brien Colwell
Brien Colwell, CTO & Co-Founder, Headspin  
2:35pm - 3:10pm

The Magic Modem: A Global Network Emulator

Effortless travel anywhere in the world, experiencing your app performance exactly as your users do - in this talk, I will show you how to build a Magic Modem that simulates the connectivity of any ISP as early as dev and design time.
Guy Cirino
Guy Cirino, Senior Performance Engineer, Netflix  
3:15pm - 3:45pm

Break

3:45pm - 4:20pm

Scaling Alibaba's real time infrastructure for Global Shopping Holiday

Alibaba’s 11.11 Global Shopping Festival, hosted annually on November 11, is the world’s largest 24-hour online shopping event. On this day, we process trillions of events in realtime to give the best experience to users of our e-commerce platform. In this talk, we will dive into the scale and performance challenges we faced creating a real time infrastructure. These challenges include bottlenecks in the network layer, scheduling, and distributed file system. We will also talk about the tools that we used to identify and analyze these problems.
Xiaowei Jiang
Xiaowei Jiang, Senior Director, Alibaba Group  
4:20pm - 4:55pm

Static Resources at Facebook

Despite the rapid growth of mobile apps, Facebook on the web remains an important interface for our users. Efficient static resources delivery mechanisms are an essential part of the web platform. Learn how we manage static resources at Facebook's scale to enable engineers to move fast, write less code, run experiments and support new paradigms while providing the best possible user experience. We will talk about the challenges we faced, the techniques we used and the lessons we learned.
Nick Gavalas
Nick Gavalas, Software Engineer, Facebook  
5:00pm - 6:00pm

Happy Hour

From the Event

Performance @Scale 2018

Performance @Scale 2018 – Opening Remarks

Bill is a Vice President at Facebook, in the Infrastructure group, overseeing AI/Applied Machine Learning infrastructure, performance and capacity engineering, and hardware validation engineering. Since joining Facebook in 2009, Bill ...
Performance @Scale 2018

Execution Graphs: Distributed trace processing for performance regression detection

Execution Graphs are a data correlation and visualization model used within Azure to understand the performance and reliability of Azure VM deployment operations. Within Azure, multiple services are responsible for various aspects of ...
Performance @Scale 2018

Understanding (App) Performance in the Wild with Profilo

Understanding the performance of an app out in the world is a challenge for teams, tools, and individual developers. This talk will share our experience at Facebook – stories of what’s worked, what hasn’t and how we ...
Performance @Scale 2018

Robust anomaly detection for real user monitoring data

LinkedIn has internally developed a generic anomaly detection platform for time series metrics called ThirdEye. In this talk, we describe our experience on-boarding client performance data (RUM) for LinkedIn pages and apps onto ...
Performance @Scale 2018

iOS VM and Loader Considerations

This talk will discuss how the iOS Virtual Memory system affects the startup time of applications and how that loader interacts with the Objective C programming model to create some unexpected problems as well as opportunities for ...
Performance @Scale 2018

Mobile performance testing in real user conditions

Brien introduces a new test infrastructure that can run automated mobile performance tests continuously in real user conditions — networks and locations — and capture data about the network, video, audio, and device for performance ...
Performance @Scale 2018

The Magic Modem: A Global Network Emulator

Effortless travel anywhere in the world, experiencing your app performance exactly as your users do – in this talk, I will show you how to build a Magic Modem that simulates the connectivity of any ISP as early as dev and design time.
Performance @Scale 2018

Scaling Alibaba’s real time infrastructure for Global Shopping Holiday

Alibaba’s 11.11 Global Shopping Festival, hosted annually on November 11, is the world’s largest 24-hour online shopping event. On this day, we process trillions of events in realtime to give the best experience to users of our ...
Performance @Scale 2018

Static Resources at Facebook

Despite the rapid growth of mobile apps, Facebook on the web remains an important interface for our users. Efficient static resources delivery mechanisms are an essential part of the web platform. Learn how we manage static resources ...

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