SlideShare a Scribd company logo
Device­specific Clang Tooling for
Embedded Systems
Jackie Kay
jackieokay.com
emBO++, 18/2/17
Goal:
Feed device memory maps to the compiler.
How?
1. Parse CMSIS SVD file to get device memory map.
2. Write Clang AST matchers to locate raw memory accesses
and fix­its to refactor accesses for type­safety and readability.
3. Run matchers over code.
Step One
To parse CMSIS SVD files, use the same Python backend that
generates Kvasir header files.
namespace clock_hfclkrun {
using Addr = bit::Address<0x40000408, 0xfffffffe,
                          0x00000000, unsigned>;
enum class StatusVal : unsigned {
    nottriggered=0x00000000,
    triggered=0x00000001,
};
constexpr Register::FieldLocation<Addr,
  bit::maskFromRange(0, 0),
  bit::ReadWriteAccess, StatusVal> status{};
/* ... */
Generate YAML that associates registers, fields, and values.
­ address: 0x40000408
  name: clock_hfclkrun
  fields:
  ­ mask: 0x1
    name: status
    values:
    ­ name: nottriggered
      value: 0x0
    ­ name: triggered
      value: 0x1
Step Two
We want to find this:
*(volatile uint32_t*)0x40000408 = 0x1;
And turn it into this:
apply(write(clock_hfclkrun::statusValC::triggered));
Writing a  clang­tidy  check offers a powerful framework for:
Registering AST Matchers
Configuration and command line options
Pretty­printing diagnostics
Refactoring with fix­its
Writing an AST Matcher
auto volatileDereferenceMatcher = allOf(
  unaryOperator(hasOperatorName("*"),
    hasUnaryOperand(ignoringParenImpCasts(
      explicitCastExpr(
        hasDestinationType(isAnyPointer()),
        hasSourceExpression(expr().bind("address")))
    ))
  ),
  expr(hasType(isVolatileQualified()))
);
Finds this:
*(volatile uint32_t*)0x40000408
Load YAML representation into a map
Check if matched expressions can be evaluated at compile­
time as register values in our memory map
Try to decompose the assigned literal into known values if
applicable
Fix­it hints
diag(MatchedLocation­>getLocStart(),
  "Found write to register via volatile cast")
  << FixItHint::CreateReplacement(
    ReplacementRange, replacement);
Result:
test.c:5:3: warning: Found write to register via
volatile cast [embedded­typesafe­register­write]
  *(volatile std::uint32_t*)0x40000408 = 0x1;
  ^
  apply(write(clock_hfclkrun::statusValC::triggered))
Step Three
How to compile code for the Cortex M0 with Clang from the
command line on Linux?
clang ­target arm­v6m­unknown­none­eabi 
  ­ccc­gcc­name arm­none­eabi­gcc 
  ­mcpu=cortex­m0 ­mfloat­abi=soft 
  ­mthumb ­fshort­enums ­specs=nosys.specs 
  ­I/usr/include/newlib/c++/4.9.3 
  ­I/usr/include/newlib/c++/4.9.3/arm­none­eabi/armv6­m
  blinky.c
Clang tooling requires " compile_commands.json ", which is
generated by CMake ( ­DCMAKE_EXPORT_COMPILE_COMMANDS )
If using  make , use Bear
May need to tweak Bear's output to include Clang­specific
flags for cross­compiling
Give YAML file to .clang­tidy:
CheckOptions:
­ key: embedded­typesafe­register­write.DescriptionFile
  value: nrf51.yaml
To run the tool:
clang­tidy ­checks=embedded­typesafe­register­write 
  ­p compile_commands.json blinky.c
In reality, the naive AST matcher often isn't enough.
__STATIC_INLINE void nrf_clock_task_trigger(
  nrf_clock_task_t task)
{
  *((volatile uint32_t *)((uint8_t *)NRF_CLOCK + task))
    = NRF_CLOCK_TASK_TRIGGER;
}
Base peripheral offset is a literal (defined by a macro) but  task 
cannot be evaluated at compile time.
Could try to analyze at call site.
Step Four
The more we can check statically/at compile time, the better.
Register access checks are just the beginning.
The tools are already here, though one must design them with
awareness of existing patterns.
Maybe we don't need to give up on legacy code if we can write
great refactoring tools.
Resources
github.com/jacquelinekay/embo2017presentation
Implementation of linting tool on Github
Writing a clang­tidy check
CMSIS SVD Specification
Cross­compilation using Clang
nrf5 SDK from Nordic Semiconductor
Kvasir Hardware Description File Generator

More Related Content

What's hot

YOW2020 Linux Systems Performance
YOW2020 Linux Systems PerformanceYOW2020 Linux Systems Performance
YOW2020 Linux Systems Performance
Brendan Gregg
 
Performance Profiling in Rust
Performance Profiling in RustPerformance Profiling in Rust
Performance Profiling in Rust
InfluxData
 
eBPF Perf Tools 2019
eBPF Perf Tools 2019eBPF Perf Tools 2019
eBPF Perf Tools 2019
Brendan Gregg
 
Performance Wins with eBPF: Getting Started (2021)
Performance Wins with eBPF: Getting Started (2021)Performance Wins with eBPF: Getting Started (2021)
Performance Wins with eBPF: Getting Started (2021)
Brendan Gregg
 
Kernel Recipes 2017: Using Linux perf at Netflix
Kernel Recipes 2017: Using Linux perf at NetflixKernel Recipes 2017: Using Linux perf at Netflix
Kernel Recipes 2017: Using Linux perf at Netflix
Brendan Gregg
 
Performance Wins with BPF: Getting Started
Performance Wins with BPF: Getting StartedPerformance Wins with BPF: Getting Started
Performance Wins with BPF: Getting Started
Brendan Gregg
 
FreeBSD 2014 Flame Graphs
FreeBSD 2014 Flame GraphsFreeBSD 2014 Flame Graphs
FreeBSD 2014 Flame Graphs
Brendan Gregg
 
Profiling & Testing with Spark
Profiling & Testing with SparkProfiling & Testing with Spark
Profiling & Testing with Spark
Roger Rafanell Mas
 
Tuning parallelcodeonsolaris005
Tuning parallelcodeonsolaris005Tuning parallelcodeonsolaris005
Tuning parallelcodeonsolaris005
dflexer
 
re:Invent 2019 BPF Performance Analysis at Netflix
re:Invent 2019 BPF Performance Analysis at Netflixre:Invent 2019 BPF Performance Analysis at Netflix
re:Invent 2019 BPF Performance Analysis at Netflix
Brendan Gregg
 
Kernel development
Kernel developmentKernel development
Kernel development
Nuno Martins
 
USENIX ATC 2017: Visualizing Performance with Flame Graphs
USENIX ATC 2017: Visualizing Performance with Flame GraphsUSENIX ATC 2017: Visualizing Performance with Flame Graphs
USENIX ATC 2017: Visualizing Performance with Flame Graphs
Brendan Gregg
 
LPC2019 BPF Tracing Tools
LPC2019 BPF Tracing ToolsLPC2019 BPF Tracing Tools
LPC2019 BPF Tracing Tools
Brendan Gregg
 
Java Performance Analysis on Linux with Flame Graphs
Java Performance Analysis on Linux with Flame GraphsJava Performance Analysis on Linux with Flame Graphs
Java Performance Analysis on Linux with Flame Graphs
Brendan Gregg
 
Netflix: From Clouds to Roots
Netflix: From Clouds to RootsNetflix: From Clouds to Roots
Netflix: From Clouds to Roots
Brendan Gregg
 
計算機性能の限界点とその考え方
計算機性能の限界点とその考え方計算機性能の限界点とその考え方
計算機性能の限界点とその考え方
Naoto MATSUMOTO
 
Modern Linux Tracing Landscape
Modern Linux Tracing LandscapeModern Linux Tracing Landscape
Modern Linux Tracing Landscape
Sasha Goldshtein
 
Performance tweaks and tools for Linux (Joe Damato)
Performance tweaks and tools for Linux (Joe Damato)Performance tweaks and tools for Linux (Joe Damato)
Performance tweaks and tools for Linux (Joe Damato)
Ontico
 
Open Source Systems Performance
Open Source Systems PerformanceOpen Source Systems Performance
Open Source Systems Performance
Brendan Gregg
 
QCon 2015 Broken Performance Tools
QCon 2015 Broken Performance ToolsQCon 2015 Broken Performance Tools
QCon 2015 Broken Performance Tools
Brendan Gregg
 

What's hot (20)

YOW2020 Linux Systems Performance
YOW2020 Linux Systems PerformanceYOW2020 Linux Systems Performance
YOW2020 Linux Systems Performance
 
Performance Profiling in Rust
Performance Profiling in RustPerformance Profiling in Rust
Performance Profiling in Rust
 
eBPF Perf Tools 2019
eBPF Perf Tools 2019eBPF Perf Tools 2019
eBPF Perf Tools 2019
 
Performance Wins with eBPF: Getting Started (2021)
Performance Wins with eBPF: Getting Started (2021)Performance Wins with eBPF: Getting Started (2021)
Performance Wins with eBPF: Getting Started (2021)
 
Kernel Recipes 2017: Using Linux perf at Netflix
Kernel Recipes 2017: Using Linux perf at NetflixKernel Recipes 2017: Using Linux perf at Netflix
Kernel Recipes 2017: Using Linux perf at Netflix
 
Performance Wins with BPF: Getting Started
Performance Wins with BPF: Getting StartedPerformance Wins with BPF: Getting Started
Performance Wins with BPF: Getting Started
 
FreeBSD 2014 Flame Graphs
FreeBSD 2014 Flame GraphsFreeBSD 2014 Flame Graphs
FreeBSD 2014 Flame Graphs
 
Profiling & Testing with Spark
Profiling & Testing with SparkProfiling & Testing with Spark
Profiling & Testing with Spark
 
Tuning parallelcodeonsolaris005
Tuning parallelcodeonsolaris005Tuning parallelcodeonsolaris005
Tuning parallelcodeonsolaris005
 
re:Invent 2019 BPF Performance Analysis at Netflix
re:Invent 2019 BPF Performance Analysis at Netflixre:Invent 2019 BPF Performance Analysis at Netflix
re:Invent 2019 BPF Performance Analysis at Netflix
 
Kernel development
Kernel developmentKernel development
Kernel development
 
USENIX ATC 2017: Visualizing Performance with Flame Graphs
USENIX ATC 2017: Visualizing Performance with Flame GraphsUSENIX ATC 2017: Visualizing Performance with Flame Graphs
USENIX ATC 2017: Visualizing Performance with Flame Graphs
 
LPC2019 BPF Tracing Tools
LPC2019 BPF Tracing ToolsLPC2019 BPF Tracing Tools
LPC2019 BPF Tracing Tools
 
Java Performance Analysis on Linux with Flame Graphs
Java Performance Analysis on Linux with Flame GraphsJava Performance Analysis on Linux with Flame Graphs
Java Performance Analysis on Linux with Flame Graphs
 
Netflix: From Clouds to Roots
Netflix: From Clouds to RootsNetflix: From Clouds to Roots
Netflix: From Clouds to Roots
 
計算機性能の限界点とその考え方
計算機性能の限界点とその考え方計算機性能の限界点とその考え方
計算機性能の限界点とその考え方
 
Modern Linux Tracing Landscape
Modern Linux Tracing LandscapeModern Linux Tracing Landscape
Modern Linux Tracing Landscape
 
Performance tweaks and tools for Linux (Joe Damato)
Performance tweaks and tools for Linux (Joe Damato)Performance tweaks and tools for Linux (Joe Damato)
Performance tweaks and tools for Linux (Joe Damato)
 
Open Source Systems Performance
Open Source Systems PerformanceOpen Source Systems Performance
Open Source Systems Performance
 
QCon 2015 Broken Performance Tools
QCon 2015 Broken Performance ToolsQCon 2015 Broken Performance Tools
QCon 2015 Broken Performance Tools
 

Similar to Device-specific Clang Tooling for Embedded Systems

Memory Forensics: Defeating Disk Encryption, Skilled Attackers, and Advanced ...
Memory Forensics: Defeating Disk Encryption, Skilled Attackers, and Advanced ...Memory Forensics: Defeating Disk Encryption, Skilled Attackers, and Advanced ...
Memory Forensics: Defeating Disk Encryption, Skilled Attackers, and Advanced ...
Andrew Case
 
Hta w22
Hta w22Hta w22
200 Open Source Projects Later: Source Code Static Analysis Experience
200 Open Source Projects Later: Source Code Static Analysis Experience200 Open Source Projects Later: Source Code Static Analysis Experience
200 Open Source Projects Later: Source Code Static Analysis Experience
Andrey Karpov
 
0x01 - Breaking into Linux VMs for Fun and Profit.pdf
0x01 - Breaking into Linux VMs for Fun and Profit.pdf0x01 - Breaking into Linux VMs for Fun and Profit.pdf
0x01 - Breaking into Linux VMs for Fun and Profit.pdf
scribdsituation719
 
Shadow pad technical_description_pdf
Shadow pad technical_description_pdfShadow pad technical_description_pdf
Shadow pad technical_description_pdf
Andrey Apuhtin
 
Store and Process Big Data with Hadoop and Cassandra
Store and Process Big Data with Hadoop and CassandraStore and Process Big Data with Hadoop and Cassandra
Store and Process Big Data with Hadoop and Cassandra
Deependra Ariyadewa
 
Cache is King: Get the Most Bang for Your Buck From Ruby
Cache is King: Get the Most Bang for Your Buck From RubyCache is King: Get the Most Bang for Your Buck From Ruby
Cache is King: Get the Most Bang for Your Buck From Ruby
Molly Struve
 
Trap Handling in Linux
Trap Handling in LinuxTrap Handling in Linux
Trap Handling in Linux
YongraeJo
 
Checking the Source SDK Project
Checking the Source SDK ProjectChecking the Source SDK Project
Checking the Source SDK Project
Andrey Karpov
 
Post Exploitation Bliss: Loading Meterpreter on a Factory iPhone, Black Hat U...
Post Exploitation Bliss: Loading Meterpreter on a Factory iPhone, Black Hat U...Post Exploitation Bliss: Loading Meterpreter on a Factory iPhone, Black Hat U...
Post Exploitation Bliss: Loading Meterpreter on a Factory iPhone, Black Hat U...
Vincenzo Iozzo
 
Shellcoding in linux
Shellcoding in linuxShellcoding in linux
Shellcoding in linux
Ajin Abraham
 
0x01 - Breaking into Linux VMs for Fun and Profit
0x01 - Breaking into Linux VMs for Fun and Profit0x01 - Breaking into Linux VMs for Fun and Profit
0x01 - Breaking into Linux VMs for Fun and Profit
Russell Sanford
 
JavaScript and Friends August 20th, 20201 -- MySQL Shell and JavaScript
JavaScript and Friends August 20th, 20201 -- MySQL Shell and JavaScriptJavaScript and Friends August 20th, 20201 -- MySQL Shell and JavaScript
JavaScript and Friends August 20th, 20201 -- MySQL Shell and JavaScript
Dave Stokes
 
Hands-on Lab: Comparing Redis with Relational
Hands-on Lab: Comparing Redis with RelationalHands-on Lab: Comparing Redis with Relational
Hands-on Lab: Comparing Redis with Relational
Amazon Web Services
 
Linux kernel-rootkit-dev - Wonokaerun
Linux kernel-rootkit-dev - WonokaerunLinux kernel-rootkit-dev - Wonokaerun
Linux kernel-rootkit-dev - Wonokaerun
idsecconf
 
Swift Install Workshop - OpenStack Conference Spring 2012
Swift Install Workshop - OpenStack Conference Spring 2012Swift Install Workshop - OpenStack Conference Spring 2012
Swift Install Workshop - OpenStack Conference Spring 2012
Joe Arnold
 
Lab Manual Combaring Redis with Relational
Lab Manual Combaring Redis with RelationalLab Manual Combaring Redis with Relational
Lab Manual Combaring Redis with Relational
Amazon Web Services
 
Hands-on Lab: Amazon ElastiCache
Hands-on Lab: Amazon ElastiCacheHands-on Lab: Amazon ElastiCache
Hands-on Lab: Amazon ElastiCache
Amazon Web Services
 
Getting Started with ElastiCache for Redis
Getting Started with ElastiCache for RedisGetting Started with ElastiCache for Redis
Getting Started with ElastiCache for Redis
Amazon Web Services
 
DevOps Enabling Your Team
DevOps Enabling Your TeamDevOps Enabling Your Team
DevOps Enabling Your Team
GR8Conf
 

Similar to Device-specific Clang Tooling for Embedded Systems (20)

Memory Forensics: Defeating Disk Encryption, Skilled Attackers, and Advanced ...
Memory Forensics: Defeating Disk Encryption, Skilled Attackers, and Advanced ...Memory Forensics: Defeating Disk Encryption, Skilled Attackers, and Advanced ...
Memory Forensics: Defeating Disk Encryption, Skilled Attackers, and Advanced ...
 
Hta w22
Hta w22Hta w22
Hta w22
 
200 Open Source Projects Later: Source Code Static Analysis Experience
200 Open Source Projects Later: Source Code Static Analysis Experience200 Open Source Projects Later: Source Code Static Analysis Experience
200 Open Source Projects Later: Source Code Static Analysis Experience
 
0x01 - Breaking into Linux VMs for Fun and Profit.pdf
0x01 - Breaking into Linux VMs for Fun and Profit.pdf0x01 - Breaking into Linux VMs for Fun and Profit.pdf
0x01 - Breaking into Linux VMs for Fun and Profit.pdf
 
Shadow pad technical_description_pdf
Shadow pad technical_description_pdfShadow pad technical_description_pdf
Shadow pad technical_description_pdf
 
Store and Process Big Data with Hadoop and Cassandra
Store and Process Big Data with Hadoop and CassandraStore and Process Big Data with Hadoop and Cassandra
Store and Process Big Data with Hadoop and Cassandra
 
Cache is King: Get the Most Bang for Your Buck From Ruby
Cache is King: Get the Most Bang for Your Buck From RubyCache is King: Get the Most Bang for Your Buck From Ruby
Cache is King: Get the Most Bang for Your Buck From Ruby
 
Trap Handling in Linux
Trap Handling in LinuxTrap Handling in Linux
Trap Handling in Linux
 
Checking the Source SDK Project
Checking the Source SDK ProjectChecking the Source SDK Project
Checking the Source SDK Project
 
Post Exploitation Bliss: Loading Meterpreter on a Factory iPhone, Black Hat U...
Post Exploitation Bliss: Loading Meterpreter on a Factory iPhone, Black Hat U...Post Exploitation Bliss: Loading Meterpreter on a Factory iPhone, Black Hat U...
Post Exploitation Bliss: Loading Meterpreter on a Factory iPhone, Black Hat U...
 
Shellcoding in linux
Shellcoding in linuxShellcoding in linux
Shellcoding in linux
 
0x01 - Breaking into Linux VMs for Fun and Profit
0x01 - Breaking into Linux VMs for Fun and Profit0x01 - Breaking into Linux VMs for Fun and Profit
0x01 - Breaking into Linux VMs for Fun and Profit
 
JavaScript and Friends August 20th, 20201 -- MySQL Shell and JavaScript
JavaScript and Friends August 20th, 20201 -- MySQL Shell and JavaScriptJavaScript and Friends August 20th, 20201 -- MySQL Shell and JavaScript
JavaScript and Friends August 20th, 20201 -- MySQL Shell and JavaScript
 
Hands-on Lab: Comparing Redis with Relational
Hands-on Lab: Comparing Redis with RelationalHands-on Lab: Comparing Redis with Relational
Hands-on Lab: Comparing Redis with Relational
 
Linux kernel-rootkit-dev - Wonokaerun
Linux kernel-rootkit-dev - WonokaerunLinux kernel-rootkit-dev - Wonokaerun
Linux kernel-rootkit-dev - Wonokaerun
 
Swift Install Workshop - OpenStack Conference Spring 2012
Swift Install Workshop - OpenStack Conference Spring 2012Swift Install Workshop - OpenStack Conference Spring 2012
Swift Install Workshop - OpenStack Conference Spring 2012
 
Lab Manual Combaring Redis with Relational
Lab Manual Combaring Redis with RelationalLab Manual Combaring Redis with Relational
Lab Manual Combaring Redis with Relational
 
Hands-on Lab: Amazon ElastiCache
Hands-on Lab: Amazon ElastiCacheHands-on Lab: Amazon ElastiCache
Hands-on Lab: Amazon ElastiCache
 
Getting Started with ElastiCache for Redis
Getting Started with ElastiCache for RedisGetting Started with ElastiCache for Redis
Getting Started with ElastiCache for Redis
 
DevOps Enabling Your Team
DevOps Enabling Your TeamDevOps Enabling Your Team
DevOps Enabling Your Team
 

Recently uploaded

Pushing the limits of ePRTC: 100ns holdover for 100 days
Pushing the limits of ePRTC: 100ns holdover for 100 daysPushing the limits of ePRTC: 100ns holdover for 100 days
Pushing the limits of ePRTC: 100ns holdover for 100 days
Adtran
 
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with SlackLet's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
shyamraj55
 
Full-RAG: A modern architecture for hyper-personalization
Full-RAG: A modern architecture for hyper-personalizationFull-RAG: A modern architecture for hyper-personalization
Full-RAG: A modern architecture for hyper-personalization
Zilliz
 
Best 20 SEO Techniques To Improve Website Visibility In SERP
Best 20 SEO Techniques To Improve Website Visibility In SERPBest 20 SEO Techniques To Improve Website Visibility In SERP
Best 20 SEO Techniques To Improve Website Visibility In SERP
Pixlogix Infotech
 
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!
SOFTTECHHUB
 
GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024
GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024
GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024
Neo4j
 
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfUnlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Malak Abu Hammad
 
Microsoft - Power Platform_G.Aspiotis.pdf
Microsoft - Power Platform_G.Aspiotis.pdfMicrosoft - Power Platform_G.Aspiotis.pdf
Microsoft - Power Platform_G.Aspiotis.pdf
Uni Systems S.M.S.A.
 
Infrastructure Challenges in Scaling RAG with Custom AI models
Infrastructure Challenges in Scaling RAG with Custom AI modelsInfrastructure Challenges in Scaling RAG with Custom AI models
Infrastructure Challenges in Scaling RAG with Custom AI models
Zilliz
 
Video Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the FutureVideo Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the Future
Alpen-Adria-Universität
 
TrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy Survey
TrustArc
 
Programming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup SlidesProgramming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup Slides
Zilliz
 
Introduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - CybersecurityIntroduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - Cybersecurity
mikeeftimakis1
 
Essentials of Automations: The Art of Triggers and Actions in FME
Essentials of Automations: The Art of Triggers and Actions in FMEEssentials of Automations: The Art of Triggers and Actions in FME
Essentials of Automations: The Art of Triggers and Actions in FME
Safe Software
 
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
Neo4j
 
Communications Mining Series - Zero to Hero - Session 1
Communications Mining Series - Zero to Hero - Session 1Communications Mining Series - Zero to Hero - Session 1
Communications Mining Series - Zero to Hero - Session 1
DianaGray10
 
20240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 202420240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 2024
Matthew Sinclair
 
GraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracyGraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracy
Tomaz Bratanic
 
Uni Systems Copilot event_05062024_C.Vlachos.pdf
Uni Systems Copilot event_05062024_C.Vlachos.pdfUni Systems Copilot event_05062024_C.Vlachos.pdf
Uni Systems Copilot event_05062024_C.Vlachos.pdf
Uni Systems S.M.S.A.
 
National Security Agency - NSA mobile device best practices
National Security Agency - NSA mobile device best practicesNational Security Agency - NSA mobile device best practices
National Security Agency - NSA mobile device best practices
Quotidiano Piemontese
 

Recently uploaded (20)

Pushing the limits of ePRTC: 100ns holdover for 100 days
Pushing the limits of ePRTC: 100ns holdover for 100 daysPushing the limits of ePRTC: 100ns holdover for 100 days
Pushing the limits of ePRTC: 100ns holdover for 100 days
 
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with SlackLet's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
 
Full-RAG: A modern architecture for hyper-personalization
Full-RAG: A modern architecture for hyper-personalizationFull-RAG: A modern architecture for hyper-personalization
Full-RAG: A modern architecture for hyper-personalization
 
Best 20 SEO Techniques To Improve Website Visibility In SERP
Best 20 SEO Techniques To Improve Website Visibility In SERPBest 20 SEO Techniques To Improve Website Visibility In SERP
Best 20 SEO Techniques To Improve Website Visibility In SERP
 
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!
 
GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024
GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024
GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024
 
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfUnlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
 
Microsoft - Power Platform_G.Aspiotis.pdf
Microsoft - Power Platform_G.Aspiotis.pdfMicrosoft - Power Platform_G.Aspiotis.pdf
Microsoft - Power Platform_G.Aspiotis.pdf
 
Infrastructure Challenges in Scaling RAG with Custom AI models
Infrastructure Challenges in Scaling RAG with Custom AI modelsInfrastructure Challenges in Scaling RAG with Custom AI models
Infrastructure Challenges in Scaling RAG with Custom AI models
 
Video Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the FutureVideo Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the Future
 
TrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy Survey
 
Programming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup SlidesProgramming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup Slides
 
Introduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - CybersecurityIntroduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - Cybersecurity
 
Essentials of Automations: The Art of Triggers and Actions in FME
Essentials of Automations: The Art of Triggers and Actions in FMEEssentials of Automations: The Art of Triggers and Actions in FME
Essentials of Automations: The Art of Triggers and Actions in FME
 
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
 
Communications Mining Series - Zero to Hero - Session 1
Communications Mining Series - Zero to Hero - Session 1Communications Mining Series - Zero to Hero - Session 1
Communications Mining Series - Zero to Hero - Session 1
 
20240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 202420240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 2024
 
GraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracyGraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracy
 
Uni Systems Copilot event_05062024_C.Vlachos.pdf
Uni Systems Copilot event_05062024_C.Vlachos.pdfUni Systems Copilot event_05062024_C.Vlachos.pdf
Uni Systems Copilot event_05062024_C.Vlachos.pdf
 
National Security Agency - NSA mobile device best practices
National Security Agency - NSA mobile device best practicesNational Security Agency - NSA mobile device best practices
National Security Agency - NSA mobile device best practices
 

Device-specific Clang Tooling for Embedded Systems