DISCONTINUED (July 2025): the maintenance for this repository has been discontinued. Please refer to: https://github.com/STMicroelectronics/st-mems-machine-learning-core/ for the up-to-date tutorials, examples and tools for the Machine Learning Core (MLC) feature available in STMicroelectronics MEMS sensors.

DISCONTINUED (July 2025): the maintenance for this repository has been discontinued. Please refer to: https://github.com/STMicroelectronics/st-mems-finite-state-machine for the up-to-date tutorials and examples for the Finite State Machine (FSM) feature available in STMicroelectronics MEMS sensors.

Examples, tutorials, and tools for the MLC, a dedicated core for machine learning processing embedded in STMicroelectronics MEMS sensors.

# Docker Commands, Help & Tips ### Show commands & management commands ``` $ docker ``` ### Docker version info ``` $ docker version ``` ### Show info like number of containers, etc ``` $ docker info ``` # WORKING WITH CONTAINERS ### Create an run a container in foreground ``` $ docker container run -it -p 80:80 nginx ``` ### Create an run a container in background ``` $ docker container run -d -p 80:80 nginx ``` ### Shorthand ``` $ docker container run -d -p 80:80 nginx ``` ### Naming Containers ``` $ docker container run -d -p 80:80 --name nginx-server nginx ``` ### TIP: WHAT RUN DID - Looked for image called nginx in image cache - If not found in cache, it looks to the default image repo on Dockerhub - Pulled it down (latest version), stored in the image cache - Started it in a new container - We specified to take port 80- on the host and forward to port 80 on the container - We could do "$ docker container run --publish 8000:80 --detach nginx" to use port 8000 - We can specify versions like "nginx:1.09" ### List running containers ``` $ docker container ls ``` OR ``` $ docker ps ``` ### List all containers (Even if not running) ``` $ docker container ls -a ``` ### Stop container ``` $ docker container stop [ID] ``` ### Stop all running containers ``` $ docker stop $(docker ps -aq) ``` ### Remove container (Can not remove running containers, must stop first) ``` $ docker container rm [ID] ``` ### To remove a running container use force(-f) ``` $ docker container rm -f [ID] ``` ### Remove multiple containers ``` $ docker container rm [ID] [ID] [ID] ``` ### Remove all containers ``` $ docker rm $(docker ps -aq) ``` ### Get logs (Use name or ID) ``` $ docker container logs [NAME] ``` ### List processes running in container ``` $ docker container top [NAME] ``` #### TIP: ABOUT CONTAINERS Docker containers are often compared to virtual machines but they are actually just processes running on your host os. In Windows/Mac, Docker runs in a mini-VM so to see the processes youll need to connect directly to that. On Linux however you can run "ps aux" and see the processes directly # IMAGE COMMANDS ### List the images we have pulled ``` $ docker image ls ``` ### We can also just pull down images ``` $ docker pull [IMAGE] ``` ### Remove image ``` $ docker image rm [IMAGE] ``` ### Remove all images ``` $ docker rmi $(docker images -a -q) ``` #### TIP: ABOUT IMAGES - Images are app bianaries and dependencies with meta data about the image data and how to run the image - Images are no a complete OS. No kernel, kernel modules (drivers) - Host provides the kernel, big difference between VM ### Some sample container creation NGINX: ``` $ docker container run -d -p 80:80 --name nginx nginx (-p 80:80 is optional as it runs on 80 by default) ``` APACHE: ``` $ docker container run -d -p 8080:80 --name apache httpd ``` MONGODB: ``` $ docker container run -d -p 27017:27017 --name mongo mongo ``` MYSQL: ``` $ docker container run -d -p 3306:3306 --name mysql --env MYSQL_ROOT_PASSWORD=123456 mysql ``` ## CONTAINER INFO ### View info on container ``` $ docker container inspect [NAME] ``` ### Specific property (--format) ``` $ docker container inspect --format '{{ .NetworkSettings.IPAddress }}' [NAME] ``` ### Performance stats (cpu, mem, network, disk, etc) ``` $ docker container stats [NAME] ``` ## ACCESSING CONTAINERS ### Create new nginx container and bash into ``` $ docker container run -it --name [NAME] nginx bash ``` - i = interactive Keep STDIN open if not attached - t = tty - Open prompt **For Git Bash, use "winpty"** ``` $ winpty docker container run -it --name [NAME] nginx bash ``` ### Run/Create Ubuntu container ``` $ docker container run -it --name ubuntu ubuntu ``` **(no bash because ubuntu uses bash by default)** ### You can also make it so when you exit the container does not stay by using the -rm flag ``` $ docker container run --rm -it --name [NAME] ubuntu ``` ### Access an already created container, start with -ai ``` $ docker container start -ai ubuntu ``` ### Use exec to edit config, etc ``` $ docker container exec -it mysql bash ``` ### Alpine is a very small Linux distro good for docker ``` $ docker container run -it alpine sh ``` (use sh because it does not include bash) (alpine uses apk for its package manager - can install bash if you want) # NETWORKING ### "bridge" or "docker0" is the default network ### Get port ``` $ docker container port [NAME] ``` ### List networks ``` $ docker network ls ``` ### Inspect network ``` $ docker network inspect [NETWORK_NAME] ("bridge" is default) ``` ### Create network ``` $ docker network create [NETWORK_NAME] ``` ### Create container on network ``` $ docker container run -d --name [NAME] --network [NETWORK_NAME] nginx ``` ### Connect existing container to network ``` $ docker network connect [NETWORK_NAME] [CONTAINER_NAME] ``` ### Disconnect container from network ``` $ docker network disconnect [NETWORK_NAME] [CONTAINER_NAME] ``` ### Detach network from container ``` $ docker network disconnect ``` # IMAGE TAGGING & PUSHING TO DOCKERHUB # tags are labels that point ot an image ID ``` $ docker image ls ``` Youll see that each image has a tag ### Retag existing image ``` $ docker image tag nginx btraversy/nginx ``` ### Upload to dockerhub ``` $ docker image push bradtraversy/nginx ``` ### If denied, do ``` $ docker login ``` ### Add tag to new image ``` $ docker image tag bradtraversy/nginx bradtraversy/nginx:testing ``` ### DOCKERFILE PARTS - FROM - The os used. Common is alpine, debian, ubuntu - ENV - Environment variables - RUN - Run commands/shell scripts, etc - EXPOSE - Ports to expose - CMD - Final command run when you launch a new container from image - WORKDIR - Sets working directory (also could use 'RUN cd /some/path') - COPY # Copies files from host to container ### Build image from dockerfile (reponame can be whatever) ### From the same directory as Dockerfile ``` $ docker image build -t [REPONAME] . ``` #### TIP: CACHE & ORDER - If you re-run the build, it will be quick because everythging is cached. - If you change one line and re-run, that line and everything after will not be cached - Keep things that change the most toward the bottom of the Dockerfile # EXTENDING DOCKERFILE ### Custom Dockerfile for html paqge with nginx ``` FROM nginx:latest # Extends nginx so everything included in that image is included here WORKDIR /usr/share/nginx/html COPY index.html index.html ``` ### Build image from Dockerfile ``` $ docker image build -t nginx-website ``` ### Running it ``` $ docker container run -p 80:80 --rm nginx-website ``` ### Tag and push to Dockerhub ``` $ docker image tag nginx-website:latest btraversy/nginx-website:latest ``` ``` $ docker image push bradtraversy/nginx-website ``` # VOLUMES ### Volume - Makes special location outside of container UFS. Used for databases ### Bind Mount -Link container path to host path ### Check volumes ``` $ docker volume ls ``` ### Cleanup unused volumes ``` $ docker volume prune ``` ### Pull down mysql image to test ``` $ docker pull mysql ``` ### Inspect and see volume ``` $ docker image inspect mysql ``` ### Run container ``` $ docker container run -d --name mysql -e MYSQL_ALLOW_EMPTY_PASSWORD=True mysql ``` ### Inspect and see volume in container ``` $ docker container inspect mysql ``` #### TIP: Mounts - You will also see the volume under mounts - Container gets its own uniqe location on the host to store that data - Source: xxx is where it lives on the host ### Check volumes ``` $ docker volume ls ``` **There is no way to tell volumes apart for instance with 2 mysql containers, so we used named volumes** ### Named volumes (Add -v command)(the name here is mysql-db which could be anything) ``` $ docker container run -d --name mysql -e MYSQL_ALLOW_EMPTY_PASSWORD=True -v mysql-db:/var/lib/mysql mysql ``` ### Inspect new named volume ``` docker volume inspect mysql-db ``` # BIND MOUNTS - Can not use in Dockerfile, specified at run time (uses -v as well) - ... run -v /Users/brad/stuff:/path/container (mac/linux) - ... run -v //c/Users/brad/stuff:/path/container (windows) **TIP: Instead of typing out local path, for working directory use $(pwd):/path/container - On windows may not work unless you are in your users folder** ### Run and be able to edit index.html file (local dir should have the Dockerfile and the index.html) ``` $ docker container run -p 80:80 -v $(pwd):/usr/share/nginx/html nginx ``` ### Go into the container and check ``` $ docker container exec -it nginx bash $ cd /usr/share/nginx/html $ ls -al ``` ### You could create a file in the container and it will exiost on the host as well ``` $ touch test.txt ``` # DOCKER COMPOSE - Configure relationships between containers - Save our docker container run settings in easy to read file - 2 Parts: YAML File (docker.compose.yml) + CLI tool (docker-compose) ### 1. docker.compose.yml - Describes solutions for - containers - networks - volumes ### 2. docker-compose CLI - used for local dev/test automation with YAML files ### Sample compose file (From Bret Fishers course) ``` version: '2' # same as # docker run -p 80:4000 -v $(pwd):/site bretfisher/jekyll-serve services: jekyll: image: bretfisher/jekyll-serve volumes: - .:/site ports: - '80:4000' ``` ### To run ``` docker-compose up ``` ### You can run in background with ``` docker-compose up -d ``` ### To cleanup ``` docker-compose down ```

Examples and tutorials for the FSM, a dedicated core for finite state machine processing embedded in STMicroelectronics MEMS sensors.

A machine learning application to read/classifiy AD5933 data from the MEMS Cancer sensor

0.000000] Linux version 3.3.8 (cindy@cindy-laptop) (gcc version 4.6.3 20120201 (prerelease) (Linaro GCC 4.6-2012.02) ) #6 Thu Jan 10 11:39:41 WIT 2013 [ 0.000000] MyLoader: sysp=8b8b81ac, boardp=96e34c72, parts=b298aa77 [ 0.000000] bootconsole [early0] enabled [ 0.000000] CPU revision is: 0001974c (MIPS 74Kc) [ 0.000000] SoC: Atheros AR9341 rev 3 [ 0.000000] Clocks: CPU:535.000MHz, DDR:400.000MHz, AHB:200.000MHz, Ref:25.000MHz [ 0.000000] Determined physical RAM map: [ 0.000000] memory: 02000000 @ 00000000 (usable) [ 0.000000] Initrd not found or empty - disabling initrd [ 0.000000] Zone PFN ranges: [ 0.000000] Normal 0x00000000 -> 0x00002000 [ 0.000000] Movable zone start PFN for each node [ 0.000000] Early memory PFN ranges [ 0.000000] 0: 0x00000000 -> 0x00002000 [ 0.000000] On node 0 totalpages: 8192 [ 0.000000] free_area_init_node: node 0, pgdat 802d6270, node_mem_map 81000000 [ 0.000000] Normal zone: 64 pages used for memmap [ 0.000000] Normal zone: 0 pages reserved [ 0.000000] Normal zone: 8128 pages, LIFO batch:0 [ 0.000000] pcpu-alloc: s0 r0 d32768 u32768 alloc=1*32768 [ 0.000000] pcpu-alloc: [0] 0 [ 0.000000] Built 1 zonelists in Zone order, mobility grouping on. Total pages: 8128 [ 0.000000] Kernel command line: board=TL-WR841N-v8 console=ttyS0,115200 rootfstype=squashfs,jffs2 noinitrd [ 0.000000] PID hash table entries: 128 (order: -3, 512 bytes) [ 0.000000] Dentry cache hash table entries: 4096 (order: 2, 16384 bytes) [ 0.000000] Inode-cache hash table entries: 2048 (order: 1, 8192 bytes) [ 0.000000] Primary instruction cache 64kB, VIPT, 4-way, linesize 32 bytes. [ 0.000000] Primary data cache 32kB, 4-way, VIPT, cache aliases, linesize 32 bytes [ 0.000000] Writing ErrCtl register=00000000 [ 0.000000] Readback ErrCtl register=00000000 [ 0.000000] Memory: 29112k/32768k available (2115k kernel code, 3656k reserved, 406k data, 212k init, 0k highmem) [ 0.000000] SLUB: Genslabs=9, HWalign=32, Order=0-3, MinObjects=0, CPUs=1, Nodes=1 [ 0.000000] NR_IRQS:51 [ 0.000000] Calibrating delay loop... 266.64 BogoMIPS (lpj=1333248) [ 0.080000] pid_max: default: 32768 minimum: 301 [ 0.080000] Mount-cache hash table entries: 512 [ 0.090000] NET: Registered protocol family 16 [ 0.090000] gpiochip_add: registered GPIOs 0 to 22 on device: ath79 [ 0.100000] MIPS: machine is TP-LINK TL-MR3420 v2 | TP-LINK TL-WR841N/ND v8 [ 0.520000] bio: create slab <bio-0> at 0 [ 0.520000] Switching to clocksource MIPS [ 0.530000] NET: Registered protocol family 2 [ 0.530000] IP route cache hash table entries: 1024 (order: 0, 4096 bytes) [ 0.540000] TCP established hash table entries: 1024 (order: 1, 8192 bytes) [ 0.550000] TCP bind hash table entries: 1024 (order: 0, 4096 bytes) [ 0.550000] TCP: Hash tables configured (established 1024 bind 1024) [ 0.560000] TCP reno registered [ 0.560000] UDP hash table entries: 256 (order: 0, 4096 bytes) [ 0.570000] UDP-Lite hash table entries: 256 (order: 0, 4096 bytes) [ 0.570000] NET: Registered protocol family 1 [ 0.580000] PCI: CLS 0 bytes, default 32 [ 0.590000] squashfs: version 4.0 (2009/01/31) Phillip Lougher [ 0.600000] JFFS2 version 2.2 (NAND) (SUMMARY) (LZMA) (RTIME) (CMODE_PRIORITY) (c) 2001-2006 Red Hat, Inc. [ 0.610000] msgmni has been set to 56 [ 0.610000] io scheduler noop registered [ 0.620000] io scheduler deadline registered (default) [ 0.620000] Serial: 8250/16550 driver, 1 ports, IRQ sharing disabled [ 0.650000] serial8250.0: ttyS0 at MMIO 0x18020000 (irq = 11) is a 16550A [ 0.660000] console [ttyS0] enabled, bootconsole disabled [ 0.670000] m25p80 spi0.0: found s25sl032a, expected m25p80 [ 0.680000] m25p80 spi0.0: s25sl032a (4096 Kbytes) [ 0.680000] 5 tp-link partitions found on MTD device spi0.0 [ 0.690000] Creating 5 MTD partitions on "spi0.0": [ 0.690000] 0x000000000000-0x000000020000 : "u-boot" [ 0.700000] 0x000000020000-0x000000101880 : "kernel" [ 0.710000] mtd: partition "kernel" must either start or end on erase block boundary or be smaller than an erase block -- forcing read-only [ 0.720000] 0x000000101880-0x0000003f0000 : "rootfs" [ 0.730000] mtd: partition "rootfs" must either start or end on erase block boundary or be smaller than an erase block -- forcing read-only [ 0.740000] mtd: partition "rootfs" set to be root filesystem [ 0.750000] mtd: partition "rootfs_data" created automatically, ofs=3A0000, len=50000 [ 0.750000] 0x0000003a0000-0x0000003f0000 : "rootfs_data" [ 0.760000] 0x0000003f0000-0x000000400000 : "art" [ 0.770000] 0x000000020000-0x0000003f0000 : "firmware" [ 0.790000] ag71xx_mdio: probed [ 0.800000] eth0: Atheros AG71xx at 0xb9000000, irq 4 [ 1.350000] ag71xx ag71xx.0: eth0: connected to PHY at ag71xx-mdio.1:00 [uid=004dd042, driver=Generic PHY] [ 1.370000] eth1: Atheros AG71xx at 0xba000000, irq 5 [ 1.920000] eth1: Found an AR934X built-in switch [ 2.960000] zram: num_devices not specified. Using default: 1 [ 2.960000] zram: Creating 1 devices ... [ 2.970000] TCP cubic registered [ 2.970000] NET: Registered protocol family 17 [ 2.980000] 8021q: 802.1Q VLAN Support v1.8 [ 2.990000] VFS: Mounted root (squashfs filesystem) readonly on device 31:2. [ 3.000000] Freeing unused kernel memory: 212k freed [ 5.010000] Registered led device: tp-link:green:lan1 [ 5.010000] Registered led device: tp-link:green:lan2 [ 5.010000] Registered led device: tp-link:green:lan3 [ 5.010000] Registered led device: tp-link:green:lan4 [ 5.010000] Registered led device: tp-link:green:qss [ 5.010000] Registered led device: tp-link:green:system [ 5.010000] Registered led device: tp-link:green:wan [ 5.020000] Registered led device: tp-link:green:wlan [ 8.300000] JFFS2 notice: (419) jffs2_build_xattr_subsystem: complete building xattr subsystem, 4 of xdatum (0 unchecked, 3 orphan) and 56 of xref (0 dead, 44 orphan) found. [ 9.010000] SCSI subsystem initialized [ 9.250000] usbcore: registered new interface driver usbfs [ 9.260000] usbcore: registered new interface driver hub [ 9.270000] usbcore: registered new device driver usb [ 9.780000] ehci_hcd: USB 2.0 'Enhanced' Host Controller (EHCI) Driver [ 9.790000] ehci-platform ehci-platform: Generic Platform EHCI Controller [ 9.790000] ehci-platform ehci-platform: new USB bus registered, assigned bus number 1 [ 9.830000] ehci-platform ehci-platform: irq 3, io mem 0x1b000000 [ 9.850000] ehci-platform ehci-platform: USB 2.0 started, EHCI 1.00 [ 9.850000] hub 1-0:1.0: USB hub found [ 9.860000] hub 1-0:1.0: 1 port detected [ 9.960000] ohci_hcd: USB 1.1 'Open' Host Controller (OHCI) Driver [ 10.050000] uhci_hcd: USB Universal Host Controller Interface driver [ 10.150000] Initializing USB Mass Storage driver... [ 10.150000] usbcore: registered new interface driver usb-storage [ 10.160000] USB Mass Storage support registered. [ 31.940000] Compat-drivers backport release: compat-drivers-2012-09-04-2-gddac993 [ 31.940000] Backport based on wireless-testing.git master-2012-09-07 [ 31.950000] compat.git: wireless-testing.git [ 32.140000] cfg80211: Calling CRDA to update world regulatory domain [ 32.140000] cfg80211: World regulatory domain updated: [ 32.150000] cfg80211: (start_freq - end_freq @ bandwidth), (max_antenna_gain, max_eirp) [ 32.160000] cfg80211: (2402000 KHz - 2472000 KHz @ 40000 KHz), (300 mBi, 2000 mBm) [ 32.160000] cfg80211: (2457000 KHz - 2482000 KHz @ 20000 KHz), (300 mBi, 2000 mBm) [ 32.170000] cfg80211: (2474000 KHz - 2494000 KHz @ 20000 KHz), (300 mBi, 2000 mBm) [ 32.180000] cfg80211: (5170000 KHz - 5250000 KHz @ 40000 KHz), (300 mBi, 2000 mBm) [ 32.190000] cfg80211: (5735000 KHz - 5835000 KHz @ 40000 KHz), (300 mBi, 2000 mBm) [ 33.200000] ath: EEPROM regdomain: 0x0 [ 33.200000] ath: EEPROM indicates default country code should be used [ 33.200000] ath: doing EEPROM country->regdmn map search [ 33.200000] ath: country maps to regdmn code: 0x3a [ 33.200000] ath: Country alpha2 being used: US [ 33.200000] ath: Regpair used: 0x3a [ 33.210000] ieee80211 phy0: Selected rate control algorithm 'minstrel_ht' [ 33.210000] Registered led device: ath9k-phy0 [ 33.210000] ieee80211 phy0: Atheros AR9340 Rev:0 mem=0xb8100000, irq=47 [ 33.230000] cfg80211: Calling CRDA for country: US [ 33.230000] cfg80211: Regulatory domain changed to country: US [ 33.240000] cfg80211: (start_freq - end_freq @ bandwidth), (max_antenna_gain, max_eirp) [ 33.240000] cfg80211: (2402000 KHz - 2472000 KHz @ 40000 KHz), (300 mBi, 2700 mBm) [ 33.250000] cfg80211: (5170000 KHz - 5250000 KHz @ 40000 KHz), (300 mBi, 1700 mBm) [ 33.260000] cfg80211: (5250000 KHz - 5330000 KHz @ 40000 KHz), (300 mBi, 2000 mBm) [ 33.270000] cfg80211: (5490000 KHz - 5600000 KHz @ 40000 KHz), (300 mBi, 2000 mBm) [ 33.280000] cfg80211: (5650000 KHz - 5710000 KHz @ 40000 KHz), (300 mBi, 2000 mBm) [ 33.280000] cfg80211: (5735000 KHz - 5835000 KHz @ 40000 KHz), (300 mBi, 3000 mBm) [ 33.310000] NET: Registered protocol family 8 [ 33.320000] NET: Registered protocol family 20 [ 33.740000] PPP generic driver version 2.4.2 [ 33.780000] tun: Universal TUN/TAP device driver, 1.6 [ 33.780000] tun: (C) 1999-2004 Max Krasnyansky <maxk@qualcomm.com> [ 33.890000] ip_tables: (C) 2000-2006 Netfilter Core Team [ 34.100000] NET: Registered protocol family 24 [ 34.220000] nf_conntrack version 0.5.0 (458 buckets, 1832 max) [ 34.840000] usbcore: registered new interface driver cdc_acm [ 34.840000] cdc_acm: USB Abstract Control Model driver for USB modems and ISDN adapters [ 35.050000] usbcore: registered new interface driver usbserial [ 35.050000] USB Serial support registered for generic [ 35.060000] usbcore: registered new interface driver usbserial_generic [ 35.060000] usbserial: USB Serial Driver core [ 35.160000] USB Serial support registered for Sierra USB modem [ 35.160000] usbcore: registered new interface driver sierra [ 35.170000] sierra: v.1.7.40:USB Driver for Sierra Wireless USB modems [ 35.190000] usbcore: registered new interface driver sierra_net [ 35.230000] usbcore: registered new interface driver ums-alauda [ 35.250000] usbcore: registered new interface driver ums-cypress [ 35.280000] usbcore: registered new interface driver ums-datafab [ 35.300000] usbcore: registered new interface driver ums-freecom [ 35.320000] usbcore: registered new interface driver ums-isd200 [ 35.340000] usbcore: registered new interface driver ums-jumpshot [ 35.360000] usbcore: registered new interface driver ums-karma [ 35.380000] usbcore: registered new interface driver ums-sddr09 [ 35.410000] usbcore: registered new interface driver ums-sddr55 [ 35.430000] usbcore: registered new interface driver ums-usbat [ 35.520000] usbcore: registered new interface driver cdc_ether [ 35.610000] hso: drivers/net/usb/hso.c: Option Wireless [ 35.610000] usbcore: registered new interface driver hso [ 35.790000] usbcore: registered new interface driver rndis_host [ 35.990000] USB Serial support registered for ark3116 [ 35.990000] usbcore: registered new interface driver ark3116 [ 36.000000] ark3116:v0.7:USB ARK3116 serial/IrDA driver [ 36.090000] USB Serial support registered for Belkin / Peracom / GoHubs USB Serial Adapter [ 36.100000] usbcore: registered new interface driver belkin [ 36.110000] belkin_sa: v1.3:USB Belkin Serial converter driver [ 36.210000] USB Serial support registered for ch341-uart [ 36.210000] usbcore: registered new interface driver ch341 [ 36.300000] USB Serial support registered for cp210x [ 36.310000] usbcore: registered new interface driver cp210x [ 36.310000] cp210x: v0.09:Silicon Labs CP210x RS232 serial adaptor driver [ 36.330000] USB Serial support registered for DeLorme Earthmate USB [ 36.340000] USB Serial support registered for HID->COM RS232 Adapter [ 36.350000] USB Serial support registered for Nokia CA-42 V2 Adapter [ 36.350000] usbcore: registered new interface driver cypress [ 36.360000] cypress_m8: v1.10:Cypress USB to Serial Driver [ 36.450000] USB Serial support registered for FTDI USB Serial Device [ 36.460000] usbcore: registered new interface driver ftdi_sio [ 36.460000] ftdi_sio: v1.6.0:USB FTDI Serial Converters Driver [ 36.480000] USB Serial support registered for IPWireless converter [ 36.490000] usbcore: registered new interface driver ipwtty [ 36.490000] ipw: v0.4:IPWireless tty driver [ 36.590000] USB Serial support registered for Keyspan - (without firmware) [ 36.590000] USB Serial support registered for Keyspan 1 port adapter [ 36.600000] USB Serial support registered for Keyspan 2 port adapter [ 36.610000] USB Serial support registered for Keyspan 4 port adapter [ 36.610000] usbcore: registered new interface driver keyspan [ 36.620000] keyspan: v1.1.5:Keyspan USB to Serial Converter Driver [ 36.640000] USB Serial support registered for MCT U232 [ 36.650000] usbcore: registered new interface driver mct_u232 [ 36.650000] mct_u232: z2.1:Magic Control Technology USB-RS232 converter driver [ 36.680000] USB Serial support registered for Moschip 2 port adapter [ 36.690000] mos7720: 2.1:Moschip USB Serial Driver [ 36.690000] usbcore: registered new interface driver moschip7720 [ 36.710000] USB Serial support registered for moto-modem [ 36.720000] usbcore: registered new interface driver moto-modem [ 36.810000] USB Serial support registered for GSM modem (1-port) [ 36.810000] usbcore: registered new interface driver option [ 36.820000] option: v0.7.2:USB Driver for GSM modems [ 36.840000] USB Serial support registered for oti6858 [ 36.840000] usbcore: registered new interface driver oti6858 [ 36.870000] USB Serial support registered for pl2303 [ 36.870000] usbcore: registered new interface driver pl2303 [ 36.880000] pl2303: Prolific PL2303 USB to serial adaptor driver [ 36.900000] USB Serial support registered for Qualcomm USB modem [ 36.910000] usbcore: registered new interface driver qcserial [ 37.020000] USB Serial support registered for TI USB 3410 1 port adapter [ 37.020000] USB Serial support registered for TI USB 5052 2 port adapter [ 37.030000] usbcore: registered new interface driver ti_usb_3410_5052 [ 37.040000] ti_usb_3410_5052: v0.10:TI USB 3410/5052 Serial Driver [ 37.120000] USB Serial support registered for Handspring Visor / Palm OS [ 37.130000] USB Serial support registered for Sony Clie 3.5 [ 37.140000] USB Serial support registered for Sony Clie 5.0 [ 37.140000] usbcore: registered new interface driver visor [ 37.150000] visor: USB HandSpring Visor / Palm OS driver [ 41.780000] device eth1 entered promiscuous mode [ 42.380000] eth1: link up (1000Mbps/Full duplex) [ 42.380000] br-lan: port 1(eth1) entered forwarding state [ 42.390000] br-lan: port 1(eth1) entered forwarding state [ 44.390000] br-lan: port 1(eth1) entered forwarding state [ 45.490000] device wlan0 entered promiscuous mode [ 46.530000] br-lan: port 2(wlan0) entered forwarding state [ 46.540000] br-lan: port 2(wlan0) entered forwarding state [ 48.540000] br-lan: port 2(wlan0) entered forwarding state [ 58.970000] Adding 10236k swap on /dev/zram0. Priority:-1 extents:1 across:10236k SS

monitor machine resources like cpu,disk I/O,mem,ethernet... and display the charts

Circuit based on STM32 (Adafruit HUZZAH32 – ESP32 Feather Board) and a digital output (I2S) MEMS microphone (INMP441) that detects beeping washing machine or dryer and sends notification to smartphone.

MEM T680: Fall 2022: Data Analysis and Machine Learning

Plugin to the Quantum Machine Learning library PennyLane adding MEM

This script demonstrates how to add a VM and script it to become a domain controller for a new forest, and add a member server to the domain, by adding them on the same VNet.

Real-time predictive maintenance system for CNC machines and Induction Motors using STM32F446RE, MEMS Accelerometers, and IoT Edge Computing.

A very simple CPU implementation in Verilog. This includes a Python script to parse assembly to .mem machine code.

Virus made by: VirusNew17 Simple skidded malware from Leurak's MEMZ parody. It's Russian MEMZ Parody because VirusNew17 is from Russia!!! Funny and skidded! Ben, fart, laugh, alarm sounds, etc. MEMS 4.0.exe is destructive. So please test on Virtual Machine! Password: 11

If you want to test how it work, copy file and folders to you /root/ directory , after that run command "ansible-playbook test_work.yml" After it finished you may login in container by ssh "ipaddress you container host machine: 222" login root pwd 12345. on web page localhost you host machine you get cpu info(cores) mem info in percent and hdd info in Gb

Not as exciting as it sounds. Small-scale MEMS accelerometers were used to attempt to measure the arterial vibration (thrill) of patients undergoing renal dialysis. The aim was to establish a baseline frequency spectrum for the thrill and apply the principles of machine condition monitoring to predict future failures for arterio-venous fistulas.

Serverless data ingestion pipeline on GCP - Cloud Run, Pub/Sub, Firestore. Handles 1000+ RPM with multi-tenant isolation and automatic PII redaction.

Ideas on the archiving of executable digital objects.

No description available

No description available

No description available

No description available

Historical document analysis system that extracts structured events from Lincoln archives (Gutenberg + Library of Congress) and evaluates LLM consistency using an LLM-as-Judge framework.

No description available

The Lincoln Project

No description available

No description available

No description available

No description available