SlideShare a Scribd company logo
Safer IoT using functional languageSafer IoT using functional languageSafer IoT using functional languageSafer IoT using functional languageSafer IoT using functional language
Kiwamu Okabe @ RIKEN AICSKiwamu Okabe @ RIKEN AICSKiwamu Okabe @ RIKEN AICSKiwamu Okabe @ RIKEN AICSKiwamu Okabe @ RIKEN AICS
Hardware: ESP8266Hardware: ESP8266Hardware: ESP8266Hardware: ESP8266Hardware: ESP8266
☆ http://espressif.com/en/products/wroom/☆ http://espressif.com/en/products/wroom/☆ http://espressif.com/en/products/wroom/☆ http://espressif.com/en/products/wroom/☆ http://espressif.com/en/products/wroom/
☆ 32-bit low power MCU Wi-Fi Module☆ 32-bit low power MCU Wi-Fi Module☆ 32-bit low power MCU Wi-Fi Module☆ 32-bit low power MCU Wi-Fi Module☆ 32-bit low power MCU Wi-Fi Module
☆ Having integrated TCP/IP network stacks☆ Having integrated TCP/IP network stacks☆ Having integrated TCP/IP network stacks☆ Having integrated TCP/IP network stacks☆ Having integrated TCP/IP network stacks
☆ Including ADC, SDIO, UART, PWM, I2C ...☆ Including ADC, SDIO, UART, PWM, I2C ...☆ Including ADC, SDIO, UART, PWM, I2C ...☆ Including ADC, SDIO, UART, PWM, I2C ...☆ Including ADC, SDIO, UART, PWM, I2C ...
☆ Small form factor of only 18mm x 20mm☆ Small form factor of only 18mm x 20mm☆ Small form factor of only 18mm x 20mm☆ Small form factor of only 18mm x 20mm☆ Small form factor of only 18mm x 20mm
Functional language: ATSFunctional language: ATSFunctional language: ATSFunctional language: ATSFunctional language: ATS
☆ http://www.ats-lang.org/☆ http://www.ats-lang.org/☆ http://www.ats-lang.org/☆ http://www.ats-lang.org/☆ http://www.ats-lang.org/
☆ Syntax like ML☆ Syntax like ML☆ Syntax like ML☆ Syntax like ML☆ Syntax like ML
☆ DML-style dependent types☆ DML-style dependent types☆ DML-style dependent types☆ DML-style dependent types☆ DML-style dependent types
☆ Linear types☆ Linear types☆ Linear types☆ Linear types☆ Linear types
☆ Optional GC☆ Optional GC☆ Optional GC☆ Optional GC☆ Optional GC
☆ Optional malloc/free☆ Optional malloc/free☆ Optional malloc/free☆ Optional malloc/free☆ Optional malloc/free
☆ Optional run-time☆ Optional run-time☆ Optional run-time☆ Optional run-time☆ Optional run-time
DemoDemoDemoDemoDemo
The code is found at following:The code is found at following:The code is found at following:The code is found at following:The code is found at following:
https://github.com/fpiot/esp8266-atshttps://github.com/fpiot/esp8266-atshttps://github.com/fpiot/esp8266-atshttps://github.com/fpiot/esp8266-atshttps://github.com/fpiot/esp8266-ats
Demo environmentDemo environmentDemo environmentDemo environmentDemo environment
Software architectureSoftware architectureSoftware architectureSoftware architectureSoftware architecture
ATS finds forgetting free memoryATS finds forgetting free memoryATS finds forgetting free memoryATS finds forgetting free memoryATS finds forgetting free memory
$�cd�esp8266-ats/ifttt_ats
$�vi�user/user_main.dats
�39�����val�json_open�=�string0_copy�"{"value1":�""
�40�����val�json_close�=�string0_copy�""�}"
�41�����val�temp�=�esp_tostrptr_int�rand
�42�����val�json_head�=�strptr_append�(json_open,�temp)
�43�����val�json_data�=�strptr_append�(json_head,�json_close)
�44�//��val�()�=�(free�json_open;�free�json_close;�free�temp;�free�json_head)
�45�����val�()�=�(free�json_open;�free�json_close;�free�temp)�//�Error!
$�make
ATS�user/user_main.dats
/home/kiwamu/src/esp8266-ats/ifttt_ats/user/user_main.dats:�985(line=32,�
offs=43)�--�2237(line=55,�offs=4):�error(3):�the�linear�dynamic�variable�
[json_head$3823(-1)]�needs�to�be�consumed�but�it�is�preserved�with�the�type�
[S2Eapp(S2Ecst(strptr_addr_vtype);�S2EVar(4441))]�instead.
$�cd�esp8266-ats/ifttt_ats
$�vi�user/user_main.dats
�39�����val�json_open�=�string0_copy�"{"value1":�""
�40�����val�json_close�=�string0_copy�""�}"
�41�����val�temp�=�esp_tostrptr_int�rand
�42�����val�json_head�=�strptr_append�(json_open,�temp)
�43�����val�json_data�=�strptr_append�(json_head,�json_close)
�44�//��val�()�=�(free�json_open;�free�json_close;�free�temp;�free�json_head)
�45�����val�()�=�(free�json_open;�free�json_close;�free�temp)�//�Error!
$�make
ATS�user/user_main.dats
/home/kiwamu/src/esp8266-ats/ifttt_ats/user/user_main.dats:�985(line=32,�
offs=43)�--�2237(line=55,�offs=4):�error(3):�the�linear�dynamic�variable�
[json_head$3823(-1)]�needs�to�be�consumed�but�it�is�preserved�with�the�type�
[S2Eapp(S2Ecst(strptr_addr_vtype);�S2EVar(4441))]�instead.
$�cd�esp8266-ats/ifttt_ats
$�vi�user/user_main.dats
�39�����val�json_open�=�string0_copy�"{"value1":�""
�40�����val�json_close�=�string0_copy�""�}"
�41�����val�temp�=�esp_tostrptr_int�rand
�42�����val�json_head�=�strptr_append�(json_open,�temp)
�43�����val�json_data�=�strptr_append�(json_head,�json_close)
�44�//��val�()�=�(free�json_open;�free�json_close;�free�temp;�free�json_head)
�45�����val�()�=�(free�json_open;�free�json_close;�free�temp)�//�Error!
$�make
ATS�user/user_main.dats
/home/kiwamu/src/esp8266-ats/ifttt_ats/user/user_main.dats:�985(line=32,�
offs=43)�--�2237(line=55,�offs=4):�error(3):�the�linear�dynamic�variable�
[json_head$3823(-1)]�needs�to�be�consumed�but�it�is�preserved�with�the�type�
[S2Eapp(S2Ecst(strptr_addr_vtype);�S2EVar(4441))]�instead.
$�cd�esp8266-ats/ifttt_ats
$�vi�user/user_main.dats
�39�����val�json_open�=�string0_copy�"{"value1":�""
�40�����val�json_close�=�string0_copy�""�}"
�41�����val�temp�=�esp_tostrptr_int�rand
�42�����val�json_head�=�strptr_append�(json_open,�temp)
�43�����val�json_data�=�strptr_append�(json_head,�json_close)
�44�//��val�()�=�(free�json_open;�free�json_close;�free�temp;�free�json_head)
�45�����val�()�=�(free�json_open;�free�json_close;�free�temp)�//�Error!
$�make
ATS�user/user_main.dats
/home/kiwamu/src/esp8266-ats/ifttt_ats/user/user_main.dats:�985(line=32,�
offs=43)�--�2237(line=55,�offs=4):�error(3):�the�linear�dynamic�variable�
[json_head$3823(-1)]�needs�to�be�consumed�but�it�is�preserved�with�the�type�
[S2Eapp(S2Ecst(strptr_addr_vtype);�S2EVar(4441))]�instead.
$�cd�esp8266-ats/ifttt_ats
$�vi�user/user_main.dats
�39�����val�json_open�=�string0_copy�"{"value1":�""
�40�����val�json_close�=�string0_copy�""�}"
�41�����val�temp�=�esp_tostrptr_int�rand
�42�����val�json_head�=�strptr_append�(json_open,�temp)
�43�����val�json_data�=�strptr_append�(json_head,�json_close)
�44�//��val�()�=�(free�json_open;�free�json_close;�free�temp;�free�json_head)
�45�����val�()�=�(free�json_open;�free�json_close;�free�temp)�//�Error!
$�make
ATS�user/user_main.dats
/home/kiwamu/src/esp8266-ats/ifttt_ats/user/user_main.dats:�985(line=32,�
offs=43)�--�2237(line=55,�offs=4):�error(3):�the�linear�dynamic�variable�
[json_head$3823(-1)]�needs�to�be�consumed�but�it�is�preserved�with�the�type�
[S2Eapp(S2Ecst(strptr_addr_vtype);�S2EVar(4441))]�instead.
Functional IoT Meetup at January 30Functional IoT Meetup at January 30Functional IoT Meetup at January 30Functional IoT Meetup at January 30Functional IoT Meetup at January 30
License of photosLicense of photosLicense of photosLicense of photosLicense of photos
*�About�time�I�had�a�whisky�glass!�│�Flickr�-�Photo�Sharing!
��https://www.flickr.com/photos/toolmantim/14834817323/
��Copyright:�Tim�Lucas�/�License:�CC�BY�2.0
*�Japanese�traditional�style�house�design�/�和⾵建築(わふうけんちく)�│�
Flickr�-�Photo�Sharing!
��https://www.flickr.com/photos/tanaka_juuyoh/10720411936/
��Copyright:�TANAKA�Juuyoh�(⽥中⼗洋)�/�License:�CC�BY�2.0
*�Undirected�member-get-member�network�│�Flickr�-�Photo�Sharing!
��https://www.flickr.com/photos/porternovelli/2587018053/
��Copyright:�Porter�Novelli�Global�/�License:�CC�BY-SA�2.0
*�JTAG�board�1�│�Flickr�-�Photo�Sharing!
��https://www.flickr.com/photos/amagill/2877921712/
��Copyright:�Andrew�Magill�/�License:�CC�BY�2.0
*�Creative�Commons�BBB�│�Flickr�-�Photo�Sharing!
��https://www.flickr.com/photos/steren/2732488224/
��Copyright:�Steren�Giannini�/�License:�CC�BY�2.0
*�About�time�I�had�a�whisky�glass!�│�Flickr�-�Photo�Sharing!
��https://www.flickr.com/photos/toolmantim/14834817323/
��Copyright:�Tim�Lucas�/�License:�CC�BY�2.0
*�Japanese�traditional�style�house�design�/�和⾵建築(わふうけんちく)�│�
Flickr�-�Photo�Sharing!
��https://www.flickr.com/photos/tanaka_juuyoh/10720411936/
��Copyright:�TANAKA�Juuyoh�(⽥中⼗洋)�/�License:�CC�BY�2.0
*�Undirected�member-get-member�network�│�Flickr�-�Photo�Sharing!
��https://www.flickr.com/photos/porternovelli/2587018053/
��Copyright:�Porter�Novelli�Global�/�License:�CC�BY-SA�2.0
*�JTAG�board�1�│�Flickr�-�Photo�Sharing!
��https://www.flickr.com/photos/amagill/2877921712/
��Copyright:�Andrew�Magill�/�License:�CC�BY�2.0
*�Creative�Commons�BBB�│�Flickr�-�Photo�Sharing!
��https://www.flickr.com/photos/steren/2732488224/
��Copyright:�Steren�Giannini�/�License:�CC�BY�2.0
*�About�time�I�had�a�whisky�glass!�│�Flickr�-�Photo�Sharing!
��https://www.flickr.com/photos/toolmantim/14834817323/
��Copyright:�Tim�Lucas�/�License:�CC�BY�2.0
*�Japanese�traditional�style�house�design�/�和⾵建築(わふうけんちく)�│�
Flickr�-�Photo�Sharing!
��https://www.flickr.com/photos/tanaka_juuyoh/10720411936/
��Copyright:�TANAKA�Juuyoh�(⽥中⼗洋)�/�License:�CC�BY�2.0
*�Undirected�member-get-member�network�│�Flickr�-�Photo�Sharing!
��https://www.flickr.com/photos/porternovelli/2587018053/
��Copyright:�Porter�Novelli�Global�/�License:�CC�BY-SA�2.0
*�JTAG�board�1�│�Flickr�-�Photo�Sharing!
��https://www.flickr.com/photos/amagill/2877921712/
��Copyright:�Andrew�Magill�/�License:�CC�BY�2.0
*�Creative�Commons�BBB�│�Flickr�-�Photo�Sharing!
��https://www.flickr.com/photos/steren/2732488224/
��Copyright:�Steren�Giannini�/�License:�CC�BY�2.0
*�About�time�I�had�a�whisky�glass!�│�Flickr�-�Photo�Sharing!
��https://www.flickr.com/photos/toolmantim/14834817323/
��Copyright:�Tim�Lucas�/�License:�CC�BY�2.0
*�Japanese�traditional�style�house�design�/�和⾵建築(わふうけんちく)�│�
Flickr�-�Photo�Sharing!
��https://www.flickr.com/photos/tanaka_juuyoh/10720411936/
��Copyright:�TANAKA�Juuyoh�(⽥中⼗洋)�/�License:�CC�BY�2.0
*�Undirected�member-get-member�network�│�Flickr�-�Photo�Sharing!
��https://www.flickr.com/photos/porternovelli/2587018053/
��Copyright:�Porter�Novelli�Global�/�License:�CC�BY-SA�2.0
*�JTAG�board�1�│�Flickr�-�Photo�Sharing!
��https://www.flickr.com/photos/amagill/2877921712/
��Copyright:�Andrew�Magill�/�License:�CC�BY�2.0
*�Creative�Commons�BBB�│�Flickr�-�Photo�Sharing!
��https://www.flickr.com/photos/steren/2732488224/
��Copyright:�Steren�Giannini�/�License:�CC�BY�2.0
*�About�time�I�had�a�whisky�glass!�│�Flickr�-�Photo�Sharing!
��https://www.flickr.com/photos/toolmantim/14834817323/
��Copyright:�Tim�Lucas�/�License:�CC�BY�2.0
*�Japanese�traditional�style�house�design�/�和⾵建築(わふうけんちく)�│�
Flickr�-�Photo�Sharing!
��https://www.flickr.com/photos/tanaka_juuyoh/10720411936/
��Copyright:�TANAKA�Juuyoh�(⽥中⼗洋)�/�License:�CC�BY�2.0
*�Undirected�member-get-member�network�│�Flickr�-�Photo�Sharing!
��https://www.flickr.com/photos/porternovelli/2587018053/
��Copyright:�Porter�Novelli�Global�/�License:�CC�BY-SA�2.0
*�JTAG�board�1�│�Flickr�-�Photo�Sharing!
��https://www.flickr.com/photos/amagill/2877921712/
��Copyright:�Andrew�Magill�/�License:�CC�BY�2.0
*�Creative�Commons�BBB�│�Flickr�-�Photo�Sharing!
��https://www.flickr.com/photos/steren/2732488224/
��Copyright:�Steren�Giannini�/�License:�CC�BY�2.0

More Related Content

Similar to Safer IoT using functional language

ATS programming on ESP8266
ATS programming on ESP8266ATS programming on ESP8266
ATS programming on ESP8266
Kiwamu Okabe
 
Embedded application designed by ATS language
Embedded application designed by ATS languageEmbedded application designed by ATS language
Embedded application designed by ATS language
Kiwamu Okabe
 
Functional IoT: Hardware and Platform
Functional IoT: Hardware and PlatformFunctional IoT: Hardware and Platform
Functional IoT: Hardware and Platform
Kiwamu Okabe
 
Smart.js: JavaScript engine running on tiny MCU
Smart.js: JavaScript engine running on tiny MCUSmart.js: JavaScript engine running on tiny MCU
Smart.js: JavaScript engine running on tiny MCU
Kiwamu Okabe
 
Emacs verilog-mode is coming to Debian, again
Emacs verilog-mode is coming to Debian, againEmacs verilog-mode is coming to Debian, again
Emacs verilog-mode is coming to Debian, again
Kiwamu Okabe
 
ATS Programming Tutorial
ATS Programming TutorialATS Programming Tutorial
ATS Programming Tutorial
Kiwamu Okabe
 
Hands-on VeriFast with STM32 microcontroller @ Osaka
Hands-on VeriFast with STM32 microcontroller @ OsakaHands-on VeriFast with STM32 microcontroller @ Osaka
Hands-on VeriFast with STM32 microcontroller @ Osaka
Kiwamu Okabe
 
Functional IoT: Introduction
Functional IoT: IntroductionFunctional IoT: Introduction
Functional IoT: Introduction
Kiwamu Okabe
 
Metasepi team meeting #14: ATS programming on MCU
Metasepi team meeting #14: ATS programming on MCUMetasepi team meeting #14: ATS programming on MCU
Metasepi team meeting #14: ATS programming on MCU
Kiwamu Okabe
 
Start! ATS programming
Start! ATS programmingStart! ATS programming
Start! ATS programming
Kiwamu Okabe
 
Functional IoT: Programming Language and OS
Functional IoT: Programming Language and OSFunctional IoT: Programming Language and OS
Functional IoT: Programming Language and OS
Kiwamu Okabe
 
Hands-on VeriFast with STM32 microcontroller @ Nagoya
Hands-on VeriFast with STM32 microcontroller @ NagoyaHands-on VeriFast with STM32 microcontroller @ Nagoya
Hands-on VeriFast with STM32 microcontroller @ Nagoya
Kiwamu Okabe
 
Hands-on VeriFast with STM32 microcontroller
Hands-on VeriFast with STM32 microcontrollerHands-on VeriFast with STM32 microcontroller
Hands-on VeriFast with STM32 microcontroller
Kiwamu Okabe
 
Metasepi team meeting #16: Safety on ATS language + MCU
Metasepi team meeting #16: Safety on ATS language + MCUMetasepi team meeting #16: Safety on ATS language + MCU
Metasepi team meeting #16: Safety on ATS language + MCU
Kiwamu Okabe
 
Metasepi team meeting #20: Start! ATS programming on MCU
Metasepi team meeting #20: Start! ATS programming on MCUMetasepi team meeting #20: Start! ATS programming on MCU
Metasepi team meeting #20: Start! ATS programming on MCU
Kiwamu Okabe
 
ATS2 updates 2017
ATS2 updates 2017ATS2 updates 2017
ATS2 updates 2017
Kiwamu Okabe
 
ARM uVisor Debug Refinement Project(debugging facility improvements)
ARM uVisor Debug Refinement Project(debugging facility improvements)ARM uVisor Debug Refinement Project(debugging facility improvements)
ARM uVisor Debug Refinement Project(debugging facility improvements)
家榮 張
 
Coffeescript: Fad or Useful Tool? Socal Code Camp Fullerton 2015
Coffeescript: Fad or Useful Tool? Socal Code Camp Fullerton 2015Coffeescript: Fad or Useful Tool? Socal Code Camp Fullerton 2015
Coffeescript: Fad or Useful Tool? Socal Code Camp Fullerton 2015
John Schmidt
 
Emebedded Memories from GF pb-emem presentation
Emebedded Memories from GF pb-emem presentationEmebedded Memories from GF pb-emem presentation
Emebedded Memories from GF pb-emem presentation
sampige
 
Ajhc Haskell Compiler with Reentrant GC
Ajhc Haskell Compiler with Reentrant GCAjhc Haskell Compiler with Reentrant GC
Ajhc Haskell Compiler with Reentrant GC
Kiwamu Okabe
 

Similar to Safer IoT using functional language (20)

ATS programming on ESP8266
ATS programming on ESP8266ATS programming on ESP8266
ATS programming on ESP8266
 
Embedded application designed by ATS language
Embedded application designed by ATS languageEmbedded application designed by ATS language
Embedded application designed by ATS language
 
Functional IoT: Hardware and Platform
Functional IoT: Hardware and PlatformFunctional IoT: Hardware and Platform
Functional IoT: Hardware and Platform
 
Smart.js: JavaScript engine running on tiny MCU
Smart.js: JavaScript engine running on tiny MCUSmart.js: JavaScript engine running on tiny MCU
Smart.js: JavaScript engine running on tiny MCU
 
Emacs verilog-mode is coming to Debian, again
Emacs verilog-mode is coming to Debian, againEmacs verilog-mode is coming to Debian, again
Emacs verilog-mode is coming to Debian, again
 
ATS Programming Tutorial
ATS Programming TutorialATS Programming Tutorial
ATS Programming Tutorial
 
Hands-on VeriFast with STM32 microcontroller @ Osaka
Hands-on VeriFast with STM32 microcontroller @ OsakaHands-on VeriFast with STM32 microcontroller @ Osaka
Hands-on VeriFast with STM32 microcontroller @ Osaka
 
Functional IoT: Introduction
Functional IoT: IntroductionFunctional IoT: Introduction
Functional IoT: Introduction
 
Metasepi team meeting #14: ATS programming on MCU
Metasepi team meeting #14: ATS programming on MCUMetasepi team meeting #14: ATS programming on MCU
Metasepi team meeting #14: ATS programming on MCU
 
Start! ATS programming
Start! ATS programmingStart! ATS programming
Start! ATS programming
 
Functional IoT: Programming Language and OS
Functional IoT: Programming Language and OSFunctional IoT: Programming Language and OS
Functional IoT: Programming Language and OS
 
Hands-on VeriFast with STM32 microcontroller @ Nagoya
Hands-on VeriFast with STM32 microcontroller @ NagoyaHands-on VeriFast with STM32 microcontroller @ Nagoya
Hands-on VeriFast with STM32 microcontroller @ Nagoya
 
Hands-on VeriFast with STM32 microcontroller
Hands-on VeriFast with STM32 microcontrollerHands-on VeriFast with STM32 microcontroller
Hands-on VeriFast with STM32 microcontroller
 
Metasepi team meeting #16: Safety on ATS language + MCU
Metasepi team meeting #16: Safety on ATS language + MCUMetasepi team meeting #16: Safety on ATS language + MCU
Metasepi team meeting #16: Safety on ATS language + MCU
 
Metasepi team meeting #20: Start! ATS programming on MCU
Metasepi team meeting #20: Start! ATS programming on MCUMetasepi team meeting #20: Start! ATS programming on MCU
Metasepi team meeting #20: Start! ATS programming on MCU
 
ATS2 updates 2017
ATS2 updates 2017ATS2 updates 2017
ATS2 updates 2017
 
ARM uVisor Debug Refinement Project(debugging facility improvements)
ARM uVisor Debug Refinement Project(debugging facility improvements)ARM uVisor Debug Refinement Project(debugging facility improvements)
ARM uVisor Debug Refinement Project(debugging facility improvements)
 
Coffeescript: Fad or Useful Tool? Socal Code Camp Fullerton 2015
Coffeescript: Fad or Useful Tool? Socal Code Camp Fullerton 2015Coffeescript: Fad or Useful Tool? Socal Code Camp Fullerton 2015
Coffeescript: Fad or Useful Tool? Socal Code Camp Fullerton 2015
 
Emebedded Memories from GF pb-emem presentation
Emebedded Memories from GF pb-emem presentationEmebedded Memories from GF pb-emem presentation
Emebedded Memories from GF pb-emem presentation
 
Ajhc Haskell Compiler with Reentrant GC
Ajhc Haskell Compiler with Reentrant GCAjhc Haskell Compiler with Reentrant GC
Ajhc Haskell Compiler with Reentrant GC
 

Recently uploaded

Building RAG with self-deployed Milvus vector database and Snowpark Container...
Building RAG with self-deployed Milvus vector database and Snowpark Container...Building RAG with self-deployed Milvus vector database and Snowpark Container...
Building RAG with self-deployed Milvus vector database and Snowpark Container...
Zilliz
 
How to use Firebase Data Connect For Flutter
How to use Firebase Data Connect For FlutterHow to use Firebase Data Connect For Flutter
How to use Firebase Data Connect For Flutter
Daiki Mogmet Ito
 
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AI
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIEnchancing adoption of Open Source Libraries. A case study on Albumentations.AI
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AI
Vladimir Iglovikov, Ph.D.
 
UiPath Test Automation using UiPath Test Suite series, part 5
UiPath Test Automation using UiPath Test Suite series, part 5UiPath Test Automation using UiPath Test Suite series, part 5
UiPath Test Automation using UiPath Test Suite series, part 5
DianaGray10
 
Securing your Kubernetes cluster_ a step-by-step guide to success !
Securing your Kubernetes cluster_ a step-by-step guide to success !Securing your Kubernetes cluster_ a step-by-step guide to success !
Securing your Kubernetes cluster_ a step-by-step guide to success !
KatiaHIMEUR1
 
Removing Uninteresting Bytes in Software Fuzzing
Removing Uninteresting Bytes in Software FuzzingRemoving Uninteresting Bytes in Software Fuzzing
Removing Uninteresting Bytes in Software Fuzzing
Aftab Hussain
 
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
名前 です男
 
20 Comprehensive Checklist of Designing and Developing a Website
20 Comprehensive Checklist of Designing and Developing a Website20 Comprehensive Checklist of Designing and Developing a Website
20 Comprehensive Checklist of Designing and Developing a Website
Pixlogix Infotech
 
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Albert Hoitingh
 
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
 
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
Neo4j
 
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
 
Generative AI Deep Dive: Advancing from Proof of Concept to Production
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionGenerative AI Deep Dive: Advancing from Proof of Concept to Production
Generative AI Deep Dive: Advancing from Proof of Concept to Production
Aggregage
 
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
 
UiPath Test Automation using UiPath Test Suite series, part 6
UiPath Test Automation using UiPath Test Suite series, part 6UiPath Test Automation using UiPath Test Suite series, part 6
UiPath Test Automation using UiPath Test Suite series, part 6
DianaGray10
 
20240605 QFM017 Machine Intelligence Reading List May 2024
20240605 QFM017 Machine Intelligence Reading List May 202420240605 QFM017 Machine Intelligence Reading List May 2024
20240605 QFM017 Machine Intelligence Reading List May 2024
Matthew Sinclair
 
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
 
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
 
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
Neo4j
 
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
GraphSummit Singapore | The Art of the  Possible with Graph - Q2 2024GraphSummit Singapore | The Art of the  Possible with Graph - Q2 2024
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
Neo4j
 

Recently uploaded (20)

Building RAG with self-deployed Milvus vector database and Snowpark Container...
Building RAG with self-deployed Milvus vector database and Snowpark Container...Building RAG with self-deployed Milvus vector database and Snowpark Container...
Building RAG with self-deployed Milvus vector database and Snowpark Container...
 
How to use Firebase Data Connect For Flutter
How to use Firebase Data Connect For FlutterHow to use Firebase Data Connect For Flutter
How to use Firebase Data Connect For Flutter
 
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AI
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIEnchancing adoption of Open Source Libraries. A case study on Albumentations.AI
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AI
 
UiPath Test Automation using UiPath Test Suite series, part 5
UiPath Test Automation using UiPath Test Suite series, part 5UiPath Test Automation using UiPath Test Suite series, part 5
UiPath Test Automation using UiPath Test Suite series, part 5
 
Securing your Kubernetes cluster_ a step-by-step guide to success !
Securing your Kubernetes cluster_ a step-by-step guide to success !Securing your Kubernetes cluster_ a step-by-step guide to success !
Securing your Kubernetes cluster_ a step-by-step guide to success !
 
Removing Uninteresting Bytes in Software Fuzzing
Removing Uninteresting Bytes in Software FuzzingRemoving Uninteresting Bytes in Software Fuzzing
Removing Uninteresting Bytes in Software Fuzzing
 
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
 
20 Comprehensive Checklist of Designing and Developing a Website
20 Comprehensive Checklist of Designing and Developing a Website20 Comprehensive Checklist of Designing and Developing a Website
20 Comprehensive Checklist of Designing and Developing a Website
 
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
 
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
 
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
 
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
 
Generative AI Deep Dive: Advancing from Proof of Concept to Production
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionGenerative AI Deep Dive: Advancing from Proof of Concept to Production
Generative AI Deep Dive: Advancing from Proof of Concept to Production
 
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
 
UiPath Test Automation using UiPath Test Suite series, part 6
UiPath Test Automation using UiPath Test Suite series, part 6UiPath Test Automation using UiPath Test Suite series, part 6
UiPath Test Automation using UiPath Test Suite series, part 6
 
20240605 QFM017 Machine Intelligence Reading List May 2024
20240605 QFM017 Machine Intelligence Reading List May 202420240605 QFM017 Machine Intelligence Reading List May 2024
20240605 QFM017 Machine Intelligence Reading List May 2024
 
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
 
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
 
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
 
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
GraphSummit Singapore | The Art of the  Possible with Graph - Q2 2024GraphSummit Singapore | The Art of the  Possible with Graph - Q2 2024
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
 

Safer IoT using functional language

  • 1. Safer IoT using functional languageSafer IoT using functional languageSafer IoT using functional languageSafer IoT using functional languageSafer IoT using functional language Kiwamu Okabe @ RIKEN AICSKiwamu Okabe @ RIKEN AICSKiwamu Okabe @ RIKEN AICSKiwamu Okabe @ RIKEN AICSKiwamu Okabe @ RIKEN AICS
  • 2. Hardware: ESP8266Hardware: ESP8266Hardware: ESP8266Hardware: ESP8266Hardware: ESP8266 ☆ http://espressif.com/en/products/wroom/☆ http://espressif.com/en/products/wroom/☆ http://espressif.com/en/products/wroom/☆ http://espressif.com/en/products/wroom/☆ http://espressif.com/en/products/wroom/ ☆ 32-bit low power MCU Wi-Fi Module☆ 32-bit low power MCU Wi-Fi Module☆ 32-bit low power MCU Wi-Fi Module☆ 32-bit low power MCU Wi-Fi Module☆ 32-bit low power MCU Wi-Fi Module ☆ Having integrated TCP/IP network stacks☆ Having integrated TCP/IP network stacks☆ Having integrated TCP/IP network stacks☆ Having integrated TCP/IP network stacks☆ Having integrated TCP/IP network stacks ☆ Including ADC, SDIO, UART, PWM, I2C ...☆ Including ADC, SDIO, UART, PWM, I2C ...☆ Including ADC, SDIO, UART, PWM, I2C ...☆ Including ADC, SDIO, UART, PWM, I2C ...☆ Including ADC, SDIO, UART, PWM, I2C ... ☆ Small form factor of only 18mm x 20mm☆ Small form factor of only 18mm x 20mm☆ Small form factor of only 18mm x 20mm☆ Small form factor of only 18mm x 20mm☆ Small form factor of only 18mm x 20mm
  • 3. Functional language: ATSFunctional language: ATSFunctional language: ATSFunctional language: ATSFunctional language: ATS ☆ http://www.ats-lang.org/☆ http://www.ats-lang.org/☆ http://www.ats-lang.org/☆ http://www.ats-lang.org/☆ http://www.ats-lang.org/ ☆ Syntax like ML☆ Syntax like ML☆ Syntax like ML☆ Syntax like ML☆ Syntax like ML ☆ DML-style dependent types☆ DML-style dependent types☆ DML-style dependent types☆ DML-style dependent types☆ DML-style dependent types ☆ Linear types☆ Linear types☆ Linear types☆ Linear types☆ Linear types ☆ Optional GC☆ Optional GC☆ Optional GC☆ Optional GC☆ Optional GC ☆ Optional malloc/free☆ Optional malloc/free☆ Optional malloc/free☆ Optional malloc/free☆ Optional malloc/free ☆ Optional run-time☆ Optional run-time☆ Optional run-time☆ Optional run-time☆ Optional run-time
  • 4. DemoDemoDemoDemoDemo The code is found at following:The code is found at following:The code is found at following:The code is found at following:The code is found at following: https://github.com/fpiot/esp8266-atshttps://github.com/fpiot/esp8266-atshttps://github.com/fpiot/esp8266-atshttps://github.com/fpiot/esp8266-atshttps://github.com/fpiot/esp8266-ats
  • 5. Demo environmentDemo environmentDemo environmentDemo environmentDemo environment
  • 6. Software architectureSoftware architectureSoftware architectureSoftware architectureSoftware architecture
  • 7. ATS finds forgetting free memoryATS finds forgetting free memoryATS finds forgetting free memoryATS finds forgetting free memoryATS finds forgetting free memory $�cd�esp8266-ats/ifttt_ats $�vi�user/user_main.dats �39�����val�json_open�=�string0_copy�"{"value1":�"" �40�����val�json_close�=�string0_copy�""�}" �41�����val�temp�=�esp_tostrptr_int�rand �42�����val�json_head�=�strptr_append�(json_open,�temp) �43�����val�json_data�=�strptr_append�(json_head,�json_close) �44�//��val�()�=�(free�json_open;�free�json_close;�free�temp;�free�json_head) �45�����val�()�=�(free�json_open;�free�json_close;�free�temp)�//�Error! $�make ATS�user/user_main.dats /home/kiwamu/src/esp8266-ats/ifttt_ats/user/user_main.dats:�985(line=32,� offs=43)�--�2237(line=55,�offs=4):�error(3):�the�linear�dynamic�variable� [json_head$3823(-1)]�needs�to�be�consumed�but�it�is�preserved�with�the�type� [S2Eapp(S2Ecst(strptr_addr_vtype);�S2EVar(4441))]�instead. $�cd�esp8266-ats/ifttt_ats $�vi�user/user_main.dats �39�����val�json_open�=�string0_copy�"{"value1":�"" �40�����val�json_close�=�string0_copy�""�}" �41�����val�temp�=�esp_tostrptr_int�rand �42�����val�json_head�=�strptr_append�(json_open,�temp) �43�����val�json_data�=�strptr_append�(json_head,�json_close) �44�//��val�()�=�(free�json_open;�free�json_close;�free�temp;�free�json_head) �45�����val�()�=�(free�json_open;�free�json_close;�free�temp)�//�Error! $�make ATS�user/user_main.dats /home/kiwamu/src/esp8266-ats/ifttt_ats/user/user_main.dats:�985(line=32,� offs=43)�--�2237(line=55,�offs=4):�error(3):�the�linear�dynamic�variable� [json_head$3823(-1)]�needs�to�be�consumed�but�it�is�preserved�with�the�type� [S2Eapp(S2Ecst(strptr_addr_vtype);�S2EVar(4441))]�instead. $�cd�esp8266-ats/ifttt_ats $�vi�user/user_main.dats �39�����val�json_open�=�string0_copy�"{"value1":�"" �40�����val�json_close�=�string0_copy�""�}" �41�����val�temp�=�esp_tostrptr_int�rand �42�����val�json_head�=�strptr_append�(json_open,�temp) �43�����val�json_data�=�strptr_append�(json_head,�json_close) �44�//��val�()�=�(free�json_open;�free�json_close;�free�temp;�free�json_head) �45�����val�()�=�(free�json_open;�free�json_close;�free�temp)�//�Error! $�make ATS�user/user_main.dats /home/kiwamu/src/esp8266-ats/ifttt_ats/user/user_main.dats:�985(line=32,� offs=43)�--�2237(line=55,�offs=4):�error(3):�the�linear�dynamic�variable� [json_head$3823(-1)]�needs�to�be�consumed�but�it�is�preserved�with�the�type� [S2Eapp(S2Ecst(strptr_addr_vtype);�S2EVar(4441))]�instead. $�cd�esp8266-ats/ifttt_ats $�vi�user/user_main.dats �39�����val�json_open�=�string0_copy�"{"value1":�"" �40�����val�json_close�=�string0_copy�""�}" �41�����val�temp�=�esp_tostrptr_int�rand �42�����val�json_head�=�strptr_append�(json_open,�temp) �43�����val�json_data�=�strptr_append�(json_head,�json_close) �44�//��val�()�=�(free�json_open;�free�json_close;�free�temp;�free�json_head) �45�����val�()�=�(free�json_open;�free�json_close;�free�temp)�//�Error! $�make ATS�user/user_main.dats /home/kiwamu/src/esp8266-ats/ifttt_ats/user/user_main.dats:�985(line=32,� offs=43)�--�2237(line=55,�offs=4):�error(3):�the�linear�dynamic�variable� [json_head$3823(-1)]�needs�to�be�consumed�but�it�is�preserved�with�the�type� [S2Eapp(S2Ecst(strptr_addr_vtype);�S2EVar(4441))]�instead. $�cd�esp8266-ats/ifttt_ats $�vi�user/user_main.dats �39�����val�json_open�=�string0_copy�"{"value1":�"" �40�����val�json_close�=�string0_copy�""�}" �41�����val�temp�=�esp_tostrptr_int�rand �42�����val�json_head�=�strptr_append�(json_open,�temp) �43�����val�json_data�=�strptr_append�(json_head,�json_close) �44�//��val�()�=�(free�json_open;�free�json_close;�free�temp;�free�json_head) �45�����val�()�=�(free�json_open;�free�json_close;�free�temp)�//�Error! $�make ATS�user/user_main.dats /home/kiwamu/src/esp8266-ats/ifttt_ats/user/user_main.dats:�985(line=32,� offs=43)�--�2237(line=55,�offs=4):�error(3):�the�linear�dynamic�variable� [json_head$3823(-1)]�needs�to�be�consumed�but�it�is�preserved�with�the�type� [S2Eapp(S2Ecst(strptr_addr_vtype);�S2EVar(4441))]�instead.
  • 8. Functional IoT Meetup at January 30Functional IoT Meetup at January 30Functional IoT Meetup at January 30Functional IoT Meetup at January 30Functional IoT Meetup at January 30
  • 9. License of photosLicense of photosLicense of photosLicense of photosLicense of photos *�About�time�I�had�a�whisky�glass!�│�Flickr�-�Photo�Sharing! ��https://www.flickr.com/photos/toolmantim/14834817323/ ��Copyright:�Tim�Lucas�/�License:�CC�BY�2.0 *�Japanese�traditional�style�house�design�/�和⾵建築(わふうけんちく)�│� Flickr�-�Photo�Sharing! ��https://www.flickr.com/photos/tanaka_juuyoh/10720411936/ ��Copyright:�TANAKA�Juuyoh�(⽥中⼗洋)�/�License:�CC�BY�2.0 *�Undirected�member-get-member�network�│�Flickr�-�Photo�Sharing! ��https://www.flickr.com/photos/porternovelli/2587018053/ ��Copyright:�Porter�Novelli�Global�/�License:�CC�BY-SA�2.0 *�JTAG�board�1�│�Flickr�-�Photo�Sharing! ��https://www.flickr.com/photos/amagill/2877921712/ ��Copyright:�Andrew�Magill�/�License:�CC�BY�2.0 *�Creative�Commons�BBB�│�Flickr�-�Photo�Sharing! ��https://www.flickr.com/photos/steren/2732488224/ ��Copyright:�Steren�Giannini�/�License:�CC�BY�2.0 *�About�time�I�had�a�whisky�glass!�│�Flickr�-�Photo�Sharing! ��https://www.flickr.com/photos/toolmantim/14834817323/ ��Copyright:�Tim�Lucas�/�License:�CC�BY�2.0 *�Japanese�traditional�style�house�design�/�和⾵建築(わふうけんちく)�│� Flickr�-�Photo�Sharing! ��https://www.flickr.com/photos/tanaka_juuyoh/10720411936/ ��Copyright:�TANAKA�Juuyoh�(⽥中⼗洋)�/�License:�CC�BY�2.0 *�Undirected�member-get-member�network�│�Flickr�-�Photo�Sharing! ��https://www.flickr.com/photos/porternovelli/2587018053/ ��Copyright:�Porter�Novelli�Global�/�License:�CC�BY-SA�2.0 *�JTAG�board�1�│�Flickr�-�Photo�Sharing! ��https://www.flickr.com/photos/amagill/2877921712/ ��Copyright:�Andrew�Magill�/�License:�CC�BY�2.0 *�Creative�Commons�BBB�│�Flickr�-�Photo�Sharing! ��https://www.flickr.com/photos/steren/2732488224/ ��Copyright:�Steren�Giannini�/�License:�CC�BY�2.0 *�About�time�I�had�a�whisky�glass!�│�Flickr�-�Photo�Sharing! ��https://www.flickr.com/photos/toolmantim/14834817323/ ��Copyright:�Tim�Lucas�/�License:�CC�BY�2.0 *�Japanese�traditional�style�house�design�/�和⾵建築(わふうけんちく)�│� Flickr�-�Photo�Sharing! ��https://www.flickr.com/photos/tanaka_juuyoh/10720411936/ ��Copyright:�TANAKA�Juuyoh�(⽥中⼗洋)�/�License:�CC�BY�2.0 *�Undirected�member-get-member�network�│�Flickr�-�Photo�Sharing! ��https://www.flickr.com/photos/porternovelli/2587018053/ ��Copyright:�Porter�Novelli�Global�/�License:�CC�BY-SA�2.0 *�JTAG�board�1�│�Flickr�-�Photo�Sharing! ��https://www.flickr.com/photos/amagill/2877921712/ ��Copyright:�Andrew�Magill�/�License:�CC�BY�2.0 *�Creative�Commons�BBB�│�Flickr�-�Photo�Sharing! ��https://www.flickr.com/photos/steren/2732488224/ ��Copyright:�Steren�Giannini�/�License:�CC�BY�2.0 *�About�time�I�had�a�whisky�glass!�│�Flickr�-�Photo�Sharing! ��https://www.flickr.com/photos/toolmantim/14834817323/ ��Copyright:�Tim�Lucas�/�License:�CC�BY�2.0 *�Japanese�traditional�style�house�design�/�和⾵建築(わふうけんちく)�│� Flickr�-�Photo�Sharing! ��https://www.flickr.com/photos/tanaka_juuyoh/10720411936/ ��Copyright:�TANAKA�Juuyoh�(⽥中⼗洋)�/�License:�CC�BY�2.0 *�Undirected�member-get-member�network�│�Flickr�-�Photo�Sharing! ��https://www.flickr.com/photos/porternovelli/2587018053/ ��Copyright:�Porter�Novelli�Global�/�License:�CC�BY-SA�2.0 *�JTAG�board�1�│�Flickr�-�Photo�Sharing! ��https://www.flickr.com/photos/amagill/2877921712/ ��Copyright:�Andrew�Magill�/�License:�CC�BY�2.0 *�Creative�Commons�BBB�│�Flickr�-�Photo�Sharing! ��https://www.flickr.com/photos/steren/2732488224/ ��Copyright:�Steren�Giannini�/�License:�CC�BY�2.0 *�About�time�I�had�a�whisky�glass!�│�Flickr�-�Photo�Sharing! ��https://www.flickr.com/photos/toolmantim/14834817323/ ��Copyright:�Tim�Lucas�/�License:�CC�BY�2.0 *�Japanese�traditional�style�house�design�/�和⾵建築(わふうけんちく)�│� Flickr�-�Photo�Sharing! ��https://www.flickr.com/photos/tanaka_juuyoh/10720411936/ ��Copyright:�TANAKA�Juuyoh�(⽥中⼗洋)�/�License:�CC�BY�2.0 *�Undirected�member-get-member�network�│�Flickr�-�Photo�Sharing! ��https://www.flickr.com/photos/porternovelli/2587018053/ ��Copyright:�Porter�Novelli�Global�/�License:�CC�BY-SA�2.0 *�JTAG�board�1�│�Flickr�-�Photo�Sharing! ��https://www.flickr.com/photos/amagill/2877921712/ ��Copyright:�Andrew�Magill�/�License:�CC�BY�2.0 *�Creative�Commons�BBB�│�Flickr�-�Photo�Sharing! ��https://www.flickr.com/photos/steren/2732488224/ ��Copyright:�Steren�Giannini�/�License:�CC�BY�2.0