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Open Source Summit
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Embedded Linux Conference
North America 2020
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101 Essentials - Cloud Administration
All
Introduction to Kubernetes
Serverless 101
101 Essentials - Embedded
All
Driver Models & Device Trees
101 Essentials- Linux Administration
All
Achieving Bash Mastery
Ansible 101 Tutorial
Networking Basics
AI/ML/DL hosted by LF AI
All
AI on the Edge
Data (Versioning
Feature Engineering
Format
Governance
Inference
Labelling)
Libraries
Machine and Deep Learning (Framework
Marketplace
Model (Benchmarking
Parameter
Pipeline Management
Platform
Reinforcement Learning
SQL Engines
Stream Processing
Tools)
Training
Visualization
Workflow
Cloud App Development hosted by CDF & CFF & CNCF
All
Cloud Foundry
Cloud-native Developer and Operator Experience
Container and Infrastructure Security
Containers and Distributed Edge
Containers and Pipeline Management
Serverless and Functions-as-a-Service
Cloud Infrastructure hosted by CDF & CFF & CNCF
All
Cloud-native Application Development
Cloud-native Developer and Operator Experience
Container and Infrastructure Security
Containers and Storage
Introduction to Kubernetes
Kubernetes
Multi-Cloud
Networking & Orchestration
Open Cloud Infrastructure
Serverless and Functions-as-a-Service
Community Leadership Track hosted by Jono Bacon
All
Advocacy and Evangelism
Community Management
Content Management and Social Media
Disaster Recovery
Event Strategy
Mentoring and Training
Meta: Open Source Movement
Open Source Governance and Models
Outsourcing and Diversity
Remote Team Management and Methods
Diversity Empowerment Summit
All
Adversarial
Bias
Diversity Research & Metrics
Fairness)
Mentorship
Strategies for Inclusiveness
Team Dynamics & Case Studies of Positive Outcomes from Diverse Teams
Trusted and Responsible AI (Explainability
Embedded Linux Conference (ELC)
All
Audio
Build Systems
CI Automation
Cameras
DVRs
Debugging
Drones and Robots
Embedded Distributions and Development Tools
Industrial Automation
Linux in Devices such as Mobile Phones
Linux in th
Linux in the Internet of Things and Edge Computing
Linux sub-systems
Open Hardware
Open Source Project Updates
Practical Experiences and War Stories
Public Infrastructure
RISC-V and FPGAs
Real-Time Linux - Performance
SDKs for Embedded Products
Safety
Secure Firmware
Security
Standards
Streaming Media and Graphics
System Boot and Security
System Size
TV
Thermal management
Tuning and Mainlining
Use of Linux Automotive Public Infrastructure
Use of Linux in Automotive
Use of Linux in Automotive'
Video
etc
Internet of Things
All
Communication Technologies and Secure Communication to the Edge
Deep Learning
Edge Computing Considerations
Enterprise Edge
Open Source Firmware
Outside World Meets IoT RTOSes
Security in IoT
Keynote Sessions
All
Desktops
Distribution Kernels & Distros Considerations for Servers
Handling Security Issues in Safety-Critical Applications
Hardening and Maintainability of Products based on Open Source Software
Open Cloud Infrastructure
Prototyping and Deployment
Reinforcement Learning
etc.
LF Project Mini-Summits
Linux Security Summit
Linux Systems
All
Best Practices for Handling Vulnerabilities in Open Source Projects
Containers and Checkpoint/Restore
Distribution
Filesystems and Storage
Kernels
Linux Kernel Development (Advanced & Beginner)
Linux in Industry
Linux in the Internet of Things and Edge Computing
Long-term Maintenance
Networking & Orchestration
Open Source Firmware
Programming Languages and Toolchains
Real-Time Linux - Performance
Real-Time Systems
Sandboxing and Code Isolation
System Boot and Security
Testability and Stability of Products based on Open Source
Testing
Testing & Fuzzing
Tuning and Mainlining
USB Gadget
Update
OS Databases
All
Database as a Service
Deployment Strategies in Enterprise Environments
High Performance Databases
Migrating from Proprietary to Open Source Databases
Open Source Database Capabilities
Open Source Databases in Microservice Architectures
SQL vs. No-SQL vs. Graph Databases
OS Dependability
All
Best Practices for Handling Vulnerabilities in Open Source Projects
Collaboration between open source and standards
ELISA - Enabling Linux in Safety Applications
Hardening and Maintainability of Products based on Open Source Software
Partnership between OSPO and Security within a company
Safety Considerations when Developing Products Based on Open Source
Sandboxing and Code Isolation
Security Vulnerability Scanning Techniques
Software Development Methodologies and Platforms
Testability and Stability of Products based on Open Source
project update
OS Program Office hosted by the TODO Group
All
Consuming and Contributing to Open Source
Creation and Best Practices of Open Source Program Offices (OSPOs)
How to Vet the Viability of OS Projects
Internal vs External Developer Adoption
Open Source + Startup Business Models
OS Project Updates
All
Advocacy and Evangelism
Consuming and Contributing to Open Source
Container and Infrastructure Security
Data (Versioning
Edge Computing Considerations
Feature Engineering
Format
Governance
Handling license obligations in organizations
Labelling)
Mainframe - z/OS - Meets Open Source
Open Source Governance and Models
Open Source Project Updates
OpenAPI Specification (formerly Swagger Specification). A Linux Foundation Open Source Project.
Pipeline Management
SQL Engines
Software Development Methodologies and Platforms
Stream Processing
Visualization
Sponsor Showcase Hours & Breaks
Wildcard
All
Another Unix-Like Operating System
Cloud-native Application Development
Community Management
Cross-Community Collaboration
Emerging Platforms (Software & Hardware)
Human Skills
Linux on the Desktop
Mentoring and Training
Open Hardware
Open Source Project Updates
Open source history
Workshops & Ask the Expert Sessions
Skill Level
Advanced
Any
Beginner
Entry level
Intermediate
Mid-level
Senior level
Session Slides
Included
menu
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Search
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Natarajan Subramanian
Tech Mahindra Americas Inc
Head of Enterprise Architecture - AI, Digital & Cloud
My Speakers Sessions
Wednesday
, July 1
11:15am CDT
LF AI - ACUMOS AI Project - Natarajan Subramanian, Tech Mahindra Americas Inc
AI/ML/DL Theater
Timezone
Africa/Abidjan
Africa/Accra
Africa/Addis Ababa
Africa/Algiers
Africa/Asmara
Africa/Bamako
Africa/Bangui
Africa/Banjul
Africa/Bissau
Africa/Blantyre
Africa/Brazzaville
Africa/Bujumbura
Africa/Cairo
Africa/Casablanca
Africa/Ceuta
Africa/Conakry
Africa/Dakar
Africa/Dar es Salaam
Africa/Djibouti
Africa/Douala
Africa/El Aaiun
Africa/Freetown
Africa/Gaborone
Africa/Harare
Africa/Johannesburg
Africa/Juba
Africa/Kampala
Africa/Khartoum
Africa/Kigali
Africa/Kinshasa
Africa/Lagos
Africa/Libreville
Africa/Lome
Africa/Luanda
Africa/Lubumbashi
Africa/Lusaka
Africa/Malabo
Africa/Maputo
Africa/Maseru
Africa/Mbabane
Africa/Mogadishu
Africa/Monrovia
Africa/Nairobi
Africa/Ndjamena
Africa/Niamey
Africa/Nouakchott
Africa/Ouagadougou
Africa/Porto-Novo
Africa/Sao Tome
Africa/Tripoli
Africa/Tunis
Africa/Windhoek
America/Adak
America/Anchorage
America/Anguilla
America/Antigua
America/Araguaina
America/Argentina/Buenos Aires
America/Argentina/Catamarca
America/Argentina/Cordoba
America/Argentina/Jujuy
America/Argentina/La Rioja
America/Argentina/Mendoza
America/Argentina/Rio Gallegos
America/Argentina/Salta
America/Argentina/San Juan
America/Argentina/San Luis
America/Argentina/Tucuman
America/Argentina/Ushuaia
America/Aruba
America/Asuncion
America/Atikokan
America/Bahia
America/Bahia Banderas
America/Barbados
America/Belem
America/Belize
America/Blanc-Sablon
America/Boa Vista
America/Bogota
America/Boise
America/Cambridge Bay
America/Campo Grande
America/Cancun
America/Caracas
America/Cayenne
America/Cayman
America/Chicago
America/Chihuahua
America/Ciudad Juarez
America/Costa Rica
America/Creston
America/Cuiaba
America/Curacao
America/Danmarkshavn
America/Dawson
America/Dawson Creek
America/Denver
America/Detroit
America/Dominica
America/Edmonton
America/Eirunepe
America/El Salvador
America/Fort Nelson
America/Fortaleza
America/Glace Bay
America/Goose Bay
America/Grand Turk
America/Grenada
America/Guadeloupe
America/Guatemala
America/Guayaquil
America/Guyana
America/Halifax
America/Havana
America/Hermosillo
America/Indiana/Indianapolis
America/Indiana/Knox
America/Indiana/Marengo
America/Indiana/Petersburg
America/Indiana/Tell City
America/Indiana/Vevay
America/Indiana/Vincennes
America/Indiana/Winamac
America/Inuvik
America/Iqaluit
America/Jamaica
America/Juneau
America/Kentucky/Louisville
America/Kentucky/Monticello
America/Kralendijk
America/La Paz
America/Lima
America/Los Angeles
America/Lower Princes
America/Maceio
America/Managua
America/Manaus
America/Marigot
America/Martinique
America/Matamoros
America/Mazatlan
America/Menominee
America/Merida
America/Metlakatla
America/Mexico City
America/Miquelon
America/Moncton
America/Monterrey
America/Montevideo
America/Montserrat
America/Nassau
America/New York
America/Nome
America/Noronha
America/North Dakota/Beulah
America/North Dakota/Center
America/North Dakota/New Salem
America/Nuuk
America/Ojinaga
America/Panama
America/Paramaribo
America/Phoenix
America/Port-au-Prince
America/Port of Spain
America/Porto Velho
America/Puerto Rico
America/Punta Arenas
America/Rankin Inlet
America/Recife
America/Regina
America/Resolute
America/Rio Branco
America/Santarem
America/Santiago
America/Santo Domingo
America/Sao Paulo
America/Scoresbysund
America/Sitka
America/St Barthelemy
America/St Johns
America/St Kitts
America/St Lucia
America/St Thomas
America/St Vincent
America/Swift Current
America/Tegucigalpa
America/Thule
America/Tijuana
America/Toronto
America/Tortola
America/Vancouver
America/Whitehorse
America/Winnipeg
America/Yakutat
Antarctica/Casey
Antarctica/Davis
Antarctica/DumontDUrville
Antarctica/Macquarie
Antarctica/Mawson
Antarctica/McMurdo
Antarctica/Palmer
Antarctica/Rothera
Antarctica/Syowa
Antarctica/Troll
Antarctica/Vostok
Arctic/Longyearbyen
Asia/Aden
Asia/Almaty
Asia/Amman
Asia/Anadyr
Asia/Aqtau
Asia/Aqtobe
Asia/Ashgabat
Asia/Atyrau
Asia/Baghdad
Asia/Bahrain
Asia/Baku
Asia/Bangkok
Asia/Barnaul
Asia/Beirut
Asia/Bishkek
Asia/Brunei
Asia/Chita
Asia/Choibalsan
Asia/Colombo
Asia/Damascus
Asia/Dhaka
Asia/Dili
Asia/Dubai
Asia/Dushanbe
Asia/Famagusta
Asia/Gaza
Asia/Hebron
Asia/Ho Chi Minh
Asia/Hong Kong
Asia/Hovd
Asia/Irkutsk
Asia/Jakarta
Asia/Jayapura
Asia/Jerusalem
Asia/Kabul
Asia/Kamchatka
Asia/Karachi
Asia/Kathmandu
Asia/Khandyga
Asia/Kolkata
Asia/Krasnoyarsk
Asia/Kuala Lumpur
Asia/Kuching
Asia/Kuwait
Asia/Macau
Asia/Magadan
Asia/Makassar
Asia/Manila
Asia/Muscat
Asia/Nicosia
Asia/Novokuznetsk
Asia/Novosibirsk
Asia/Omsk
Asia/Oral
Asia/Phnom Penh
Asia/Pontianak
Asia/Pyongyang
Asia/Qatar
Asia/Qostanay
Asia/Qyzylorda
Asia/Riyadh
Asia/Sakhalin
Asia/Samarkand
Asia/Seoul
Asia/Shanghai
Asia/Singapore
Asia/Srednekolymsk
Asia/Taipei
Asia/Tashkent
Asia/Tbilisi
Asia/Tehran
Asia/Thimphu
Asia/Tokyo
Asia/Tomsk
Asia/Ulaanbaatar
Asia/Urumqi
Asia/Ust-Nera
Asia/Vientiane
Asia/Vladivostok
Asia/Yakutsk
Asia/Yangon
Asia/Yekaterinburg
Asia/Yerevan
Atlantic/Azores
Atlantic/Bermuda
Atlantic/Canary
Atlantic/Cape Verde
Atlantic/Faroe
Atlantic/Madeira
Atlantic/Reykjavik
Atlantic/South Georgia
Atlantic/St Helena
Atlantic/Stanley
Australia/Adelaide
Australia/Brisbane
Australia/Broken Hill
Australia/Darwin
Australia/Eucla
Australia/Hobart
Australia/Lindeman
Australia/Lord Howe
Australia/Melbourne
Australia/Perth
Australia/Sydney
Europe/Amsterdam
Europe/Andorra
Europe/Astrakhan
Europe/Athens
Europe/Belgrade
Europe/Berlin
Europe/Bratislava
Europe/Brussels
Europe/Bucharest
Europe/Budapest
Europe/Busingen
Europe/Chisinau
Europe/Copenhagen
Europe/Dublin
Europe/Gibraltar
Europe/Guernsey
Europe/Helsinki
Europe/Isle of Man
Europe/Istanbul
Europe/Jersey
Europe/Kaliningrad
Europe/Kirov
Europe/Kyiv
Europe/Lisbon
Europe/Ljubljana
Europe/London
Europe/Luxembourg
Europe/Madrid
Europe/Malta
Europe/Mariehamn
Europe/Minsk
Europe/Monaco
Europe/Moscow
Europe/Oslo
Europe/Paris
Europe/Podgorica
Europe/Prague
Europe/Riga
Europe/Rome
Europe/Samara
Europe/San Marino
Europe/Sarajevo
Europe/Saratov
Europe/Simferopol
Europe/Skopje
Europe/Sofia
Europe/Stockholm
Europe/Tallinn
Europe/Tirane
Europe/Ulyanovsk
Europe/Vaduz
Europe/Vatican
Europe/Vienna
Europe/Vilnius
Europe/Volgograd
Europe/Warsaw
Europe/Zagreb
Europe/Zurich
Indian/Antananarivo
Indian/Chagos
Indian/Christmas
Indian/Cocos
Indian/Comoro
Indian/Kerguelen
Indian/Mahe
Indian/Maldives
Indian/Mauritius
Indian/Mayotte
Indian/Reunion
Pacific/Apia
Pacific/Auckland
Pacific/Bougainville
Pacific/Chatham
Pacific/Chuuk
Pacific/Easter
Pacific/Efate
Pacific/Fakaofo
Pacific/Fiji
Pacific/Funafuti
Pacific/Galapagos
Pacific/Gambier
Pacific/Guadalcanal
Pacific/Guam
Pacific/Honolulu
Pacific/Kanton
Pacific/Kiritimati
Pacific/Kosrae
Pacific/Kwajalein
Pacific/Majuro
Pacific/Marquesas
Pacific/Midway
Pacific/Nauru
Pacific/Niue
Pacific/Norfolk
Pacific/Noumea
Pacific/Pago Pago
Pacific/Palau
Pacific/Pitcairn
Pacific/Pohnpei
Pacific/Port Moresby
Pacific/Rarotonga
Pacific/Saipan
Pacific/Tahiti
Pacific/Tarawa
Pacific/Tongatapu
Pacific/Wake
Pacific/Wallis
UTC
Filter By Date
Open Source Summit + ELC North America 2020
Jun 29
-
Jul 2, 2020
Monday
, June 29
Tuesday
, June 30
Wednesday
, July 1
Thursday
, July 2
Filter By Venue
Virtual
Sort schedule by Venue
101 Essentials Theater
AI/ML/DL Theater
AirMeet
Cloud App Development Theater
Cloud Infrastructure Theater
Community Leadership Theater
Diversity Empowerment Summit Theather
ELC Theater A
ELC Theater B
Event Experiences Theater
Internet of Things Theater
Keynote Theater
LF Project Mini-Summit Theater
Linux Security Summit Theater
Linux Systems Theater
OS Databases Theater
OS Dependability Theater
OS Program Office Theater
OS Project Updates Theater
OSS+ELC Slack Channel #3-ntwk-asktheexperts-a
OSS+ELC Slack Channel #3-ntwk-asktheexperts-b
Sponsor Exhibit Area
Sponsor Showcase
TBA
Wildcard Theater
Filter By Type
101 Essentials - Cloud Administration
All
Introduction to Kubernetes
Serverless 101
101 Essentials - Embedded
All
Driver Models & Device Trees
101 Essentials- Linux Administration
All
Achieving Bash Mastery
Ansible 101 Tutorial
Networking Basics
AI/ML/DL hosted by LF AI
All
AI on the Edge
Data (Versioning
Feature Engineering
Format
Governance
Inference
Labelling)
Libraries
Machine and Deep Learning (Framework
Marketplace
Model (Benchmarking
Parameter
Pipeline Management
Platform
Reinforcement Learning
SQL Engines
Stream Processing
Tools)
Training
Visualization
Workflow
Cloud App Development hosted by CDF & CFF & CNCF
All
Cloud Foundry
Cloud-native Developer and Operator Experience
Container and Infrastructure Security
Containers and Distributed Edge
Containers and Pipeline Management
Serverless and Functions-as-a-Service
Cloud Infrastructure hosted by CDF & CFF & CNCF
All
Cloud-native Application Development
Cloud-native Developer and Operator Experience
Container and Infrastructure Security
Containers and Storage
Introduction to Kubernetes
Kubernetes
Multi-Cloud
Networking & Orchestration
Open Cloud Infrastructure
Serverless and Functions-as-a-Service
Community Leadership Track hosted by Jono Bacon
All
Advocacy and Evangelism
Community Management
Content Management and Social Media
Disaster Recovery
Event Strategy
Mentoring and Training
Meta: Open Source Movement
Open Source Governance and Models
Outsourcing and Diversity
Remote Team Management and Methods
Diversity Empowerment Summit
All
Adversarial
Bias
Diversity Research & Metrics
Fairness)
Mentorship
Strategies for Inclusiveness
Team Dynamics & Case Studies of Positive Outcomes from Diverse Teams
Trusted and Responsible AI (Explainability
Embedded Linux Conference (ELC)
All
Audio
Build Systems
CI Automation
Cameras
DVRs
Debugging
Drones and Robots
Embedded Distributions and Development Tools
Industrial Automation
Linux in Devices such as Mobile Phones
Linux in th
Linux in the Internet of Things and Edge Computing
Linux sub-systems
Open Hardware
Open Source Project Updates
Practical Experiences and War Stories
Public Infrastructure
RISC-V and FPGAs
Real-Time Linux - Performance
SDKs for Embedded Products
Safety
Secure Firmware
Security
Standards
Streaming Media and Graphics
System Boot and Security
System Size
TV
Thermal management
Tuning and Mainlining
Use of Linux Automotive Public Infrastructure
Use of Linux in Automotive
Use of Linux in Automotive'
Video
etc
Internet of Things
All
Communication Technologies and Secure Communication to the Edge
Deep Learning
Edge Computing Considerations
Enterprise Edge
Open Source Firmware
Outside World Meets IoT RTOSes
Security in IoT
Keynote Sessions
All
Desktops
Distribution Kernels & Distros Considerations for Servers
Handling Security Issues in Safety-Critical Applications
Hardening and Maintainability of Products based on Open Source Software
Open Cloud Infrastructure
Prototyping and Deployment
Reinforcement Learning
etc.
LF Project Mini-Summits
Linux Security Summit
Linux Systems
All
Best Practices for Handling Vulnerabilities in Open Source Projects
Containers and Checkpoint/Restore
Distribution
Filesystems and Storage
Kernels
Linux Kernel Development (Advanced & Beginner)
Linux in Industry
Linux in the Internet of Things and Edge Computing
Long-term Maintenance
Networking & Orchestration
Open Source Firmware
Programming Languages and Toolchains
Real-Time Linux - Performance
Real-Time Systems
Sandboxing and Code Isolation
System Boot and Security
Testability and Stability of Products based on Open Source
Testing
Testing & Fuzzing
Tuning and Mainlining
USB Gadget
Update
OS Databases
All
Database as a Service
Deployment Strategies in Enterprise Environments
High Performance Databases
Migrating from Proprietary to Open Source Databases
Open Source Database Capabilities
Open Source Databases in Microservice Architectures
SQL vs. No-SQL vs. Graph Databases
OS Dependability
All
Best Practices for Handling Vulnerabilities in Open Source Projects
Collaboration between open source and standards
ELISA - Enabling Linux in Safety Applications
Hardening and Maintainability of Products based on Open Source Software
Partnership between OSPO and Security within a company
Safety Considerations when Developing Products Based on Open Source
Sandboxing and Code Isolation
Security Vulnerability Scanning Techniques
Software Development Methodologies and Platforms
Testability and Stability of Products based on Open Source
project update
OS Program Office hosted by the TODO Group
All
Consuming and Contributing to Open Source
Creation and Best Practices of Open Source Program Offices (OSPOs)
How to Vet the Viability of OS Projects
Internal vs External Developer Adoption
Open Source + Startup Business Models
OS Project Updates
All
Advocacy and Evangelism
Consuming and Contributing to Open Source
Container and Infrastructure Security
Data (Versioning
Edge Computing Considerations
Feature Engineering
Format
Governance
Handling license obligations in organizations
Labelling)
Mainframe - z/OS - Meets Open Source
Open Source Governance and Models
Open Source Project Updates
OpenAPI Specification (formerly Swagger Specification). A Linux Foundation Open Source Project.
Pipeline Management
SQL Engines
Software Development Methodologies and Platforms
Stream Processing
Visualization
Sponsor Showcase Hours & Breaks
Wildcard
All
Another Unix-Like Operating System
Cloud-native Application Development
Community Management
Cross-Community Collaboration
Emerging Platforms (Software & Hardware)
Human Skills
Linux on the Desktop
Mentoring and Training
Open Hardware
Open Source Project Updates
Open source history
Workshops & Ask the Expert Sessions
Skill Level
Advanced
Any
Beginner
Entry level
Intermediate
Mid-level
Senior level
Session Slides
Included
