ืึทืŸ ืึธืคึฟืŸ ื’ืขืฆื™ื™ึทื’ ืคึฟืึทืจ ื ืขืฅ ืžืึธื ื™ื˜ืึธืจื™ื ื’ ืžื™ื˜ IoT ื“ืขื•ื•ื™ืกืขืก

ืžื™ืจ ื“ืขืจืฆื™ื™ืœืŸ ืื™ืจ ื•ื•ืึธืก IoT Inspector ืื™ื– ืื•ืŸ ื•ื•ื™ ืขืก ืึทืจื‘ืขื˜.

ืึทืŸ ืึธืคึฟืŸ ื’ืขืฆื™ื™ึทื’ ืคึฟืึทืจ ื ืขืฅ ืžืึธื ื™ื˜ืึธืจื™ื ื’ ืžื™ื˜ IoT ื“ืขื•ื•ื™ืกืขืก
/ ืคืึธื˜ืึธ ืกื˜ืึทืงืก PD

ื•ื•ืขื’ืŸ Internet of Things ื–ื™ื›ืขืจื”ื™ื™ื˜

ื‘ื™ื™ ื“ื™ ืงืึทื ืกืึทืœื˜ื™ื ื’ ืคื™ืจืžืข Bain & Company (ืคึผื“ืฃ, ื‘ืœืึทื˜ 1) ื–ื™ื™ ื–ืึธื’ืŸ ืึทื– ืคื•ืŸ 2017 ืฆื• 2021 ื“ื™ ื’ืจื™ื™ืก ืคื•ืŸ ื“ื™ IoT ืžืึทืจืง ื•ื•ืขื˜ ื˜ืึธืคึผืœ: ืคื•ืŸ 235 ืฆื• 520 ื‘ื™ืœื™ืึธืŸ ื“ืึธืœืœืึทืจืก. ื“ื™ ื˜ื™ื™ืœืŸ ืคื•ืŸ ืงืœื•ื’ ื”ื™ื™ื ื’ืึทื“ื’ืขืฅ ื•ื•ืขื˜ ืงืึธืกื˜ืŸ 47 ื‘ื™ืœื™ืึธืŸ ื“ืึธืœืœืึทืจืก. ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ื–ื™ื›ืขืจื”ื™ื™ื˜ ืขืงืกืคึผืขืจืฅ ื–ืขื ืขืŸ ื–ืืจื’ืŸ ื•ื•ืขื’ืŸ ืึทื–ืึท ื•ื•ื•ึผืงืก ืจื™ื™ืฅ.

ืื•ื™ืฃ ืœื•ื™ื˜ Avast, ืื™ืŸ 40% ืคื•ืŸ ืงืึทืกืขืก ืื™ืŸ ืžื™ื ื“ืกื˜ืขืจ ืื™ื™ืŸ ืงืœื•ื’ ืžื™ื˜ืœ ื”ืื˜ ืึท ืงืจื™ื˜ื™ืฉ ื•ื•ืึทืœื ืขืจืึทื‘ื™ืœื™ื˜ื™ ื•ื•ืึธืก ืฉื˜ืขืœืŸ ื“ื™ ื’ืื ืฆืข ื”ื™ื™ื ื ืขืฅ ืื™ืŸ ืจื™ื–ื™ืงื™ืจืŸ. ืื™ืŸ ืงืึทืกืคึผืขืจืกืงื™ ืœืึทื‘ ื”ืึธื‘ืŸ ื’ืขื’ืจื™ื ื“ืขื˜, ืึทื– ืื™ืŸ ื“ืขืจ ืขืจืฉื˜ืขืจ ืคืขืจื˜ืœ ืคื•ืŸ ืœืขืฆื˜ืข ื™ืึธืจ, ืงืœื•ื’ ื’ืึทื“ื–ืฉืึทืฅ ื’ืขืœื™ื˜ืŸ ื“ืจื™ื™ ืžืึธืœ ืžืขืจ ืึทื˜ืึทืงืก ื•ื•ื™ ืื™ืŸ ื“ื™ ื’ืื ืฆืข 2017.

ืฆื• ื‘ืึทืฉื™ืฆืŸ ืกืžืึทืจื˜ ื“ืขื•ื•ื™ืกืขืก, ืขืžืคึผืœื•ื™ื™ื– ืคื•ืŸ IT ืงืึธืžืคึผืึทื ื™ืขืก ืื•ืŸ ืื•ื ื™ื•ื•ืขืจืกื™ื˜ืขื˜ืŸ ืึทื ื˜ื•ื•ื™ืงืœืขืŸ ื ื™ื™ึทืข ื•ื•ื™ื™ื›ื•ื•ืืจื’ ืžื›ืฉื™ืจื™ื. ืื™ื ื–ืฉืขื ื™ืจื™ืข ืงืึธืœืขืงื˜ื™ื•ื• ืคื•ืŸ ืคึผืจื™ื ืกื˜ืึทืŸ ืื•ื ื™ื•ื•ืขืจืกื™ื˜ืขื˜ ื‘ืึทืฉืึทืคืŸ Princeton IoT Inspector ืขืคืขื ืขืŸ ืคึผืœืึทื˜ืคืึธืจืžืข. ื“ืึธืก ืื™ื– ืึท ื“ืขืกืงื˜ืึทืคึผ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืึทื– ืžืึธื ื™ื˜ืึธืจืก ื“ื™ ื ืึทื˜ื•ืจ ืื•ืŸ ืึธืคึผืขืจืึทืฆื™ืข ืคื•ืŸ โ€‹โ€‹IoT ื“ืขื•ื•ื™ืกืขืก ืื™ืŸ ืคืึทืงื˜ื™ืฉ ืฆื™ื™ื˜.

ื•ื•ื™ ื“ื™ ืกื™ืกื˜ืขื ืึทืจื‘ืขื˜

IoT Inspector ืžืึธื ื™ื˜ืึธืจืก ื“ื™ ื˜ืขื˜ื™ืงื™ื™ื˜ ืคื•ืŸ IoT ื“ืขื•ื•ื™ืกืขืก ืื•ื™ืฃ ื“ื™ ื ืขืฅ ื ื™ืฆืŸ ื˜ืขื›ื ืึธืœืึธื’ื™ืข ARP ืกืคึผืึธืึธืคื™ื ื’. ืขืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขื ื•ืฆื˜ ืฆื• ืึทื ืึทืœื™ื™ื– ืžื™ื˜ืœ ืคืึทืจืงืขืจ. ื“ื™ ืกื™ืกื˜ืขื ืงืึทืœืขืงืฅ ืึทื ืึธื ื™ืžืข ื‘ืึทื ื•ืฆืขืจืก ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ื•ื•ืขื’ืŸ ื ืขืฅ ืคืึทืจืงืขืจ ืฆื• ื™ื“ืขื ื˜ื™ืคื™ืฆื™ืจืŸ ืกืึทืกืคึผื™ืฉืึทืก ื˜ืขื˜ื™ืงื™ื™ื˜. ืื™ืŸ ื“ืขื ืคืึทืœ, ื“ืึทื˜ืŸ ืึทื–ืึท ื•ื•ื™ IP ืื•ืŸ MAC ื•ื•ืขื ื“ื˜ ื–ืขื ืขืŸ ื ื™ืฉื˜ ื’ืขื ื•ืžืขืŸ ืื™ืŸ ื—ืฉื‘ื•ืŸ.

ื•ื•ืขืŸ ืฉื™ืงื˜ ARP ืคึผืึทืงื™ืฅ ื“ื™ ืคืืœื’ืขื ื“ืข ืงืึธื“ ืื™ื– ื’ืขื ื™ืฆื˜:

class ArpScan(object):

    def __init__(self, host_state):

        assert isinstance(host_state, HostState)

        self._lock = threading.Lock()
        self._active = True

        self._thread = threading.Thread(target=self._arp_scan_thread)
        self._thread.daemon = True

    def start(self):

        with self._lock:
            self._active = True

        utils.log('[ARP Scanning] Starting.')
        self._thread.start()

    def _arp_scan_thread(self):

        utils.restart_upon_crash(self._arp_scan_thread_helper)

    def _arp_scan_thread_helper(self):

        while True:

            for ip in utils.get_network_ip_range():

                time.sleep(0.05)

                arp_pkt = sc.Ether(dst="ff:ff:ff:ff:ff:ff") / 
                    sc.ARP(pdst=ip, hwdst="ff:ff:ff:ff:ff:ff")
                sc.sendp(arp_pkt, verbose=0)

                with self._lock:
                    if not self._active:
                        return

    def stop(self):

        utils.log('[ARP Scanning] Stopping.')

        with self._lock:
            self._active = False

        self._thread.join()

        utils.log('[ARP Scanning] Stopped.')

ื ืึธืš ืึทื ืึทืœื™ื™ื–ื™ื ื’ ื“ื™ ื ืขืฅ, ื“ื™ IoT Inspector ืกืขืจื•ื•ืขืจ ื™ืกื˜ืึทื‘ืœื™ืฉื™ื– ืžื™ื˜ ื•ื•ืึธืก ื–ื™ื™ื˜ืœืขืš IoT ื’ืึทื“ื’ืขืฅ ื•ื•ืขืงืกืœ ื“ืึทื˜ืŸ, ื•ื•ื™ ืึธืคื˜ ื–ื™ื™ ื˜ืึธืŸ ื“ืึธืก, ืื•ืŸ ืื™ืŸ ื•ื•ืึธืก ื•ื•ืึทืœื™ื•ืžื– ื–ื™ื™ ื˜ืจืึทื ืกืžื™ืกื™ืข ืื•ืŸ ื‘ืึทืงื•ืžืขืŸ ืคึผืึทืงื™ืฅ. ื•ื•ื™ ืึท ืจืขื–ื•ืœื˜ืึทื˜, ื“ื™ ืกื™ืกื˜ืขื ื”ืขืœืคึผืก ืฆื• ื™ื“ืขื ื˜ื™ืคื™ืฆื™ืจืŸ ืกืึทืกืคึผื™ืฉืึทืก ืจืขืกื•ืจืกืŸ ืฆื• ื•ื•ืึธืก ืคึผื“ ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขืฉื™ืงื˜ ืึธืŸ ื“ืขืจ ื‘ืึทื ื™ืฆืขืจ ืก ื•ื•ื™ืกืŸ.

ื“ืขืจื•ื•ื™ื™ึทืœ, ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืึทืจื‘ืขื˜ ื‘ืœื•ื™ื– ืื•ื™ืฃ macOS. ืื™ืจ ืงืขื ืขืŸ ืืจืืคืงืืคื™ืข ื“ื™ ืคืึทืจืฉืœืขืกืœืขืŸ ืึทืจืงื™ื™ื•ื• ื‘ื™ื™ึท ืคึผืจื•ื™ืขืงื˜ ื•ื•ืขื‘ื–ื™ื™ึทื˜ืœ. ืฆื• ื™ื ืกื˜ืึทืœื™ืจืŸ, ืื™ืจ ื“ืึทืจืคึฟืŸ macOS High Sierra ืึธื“ืขืจ Mojave, Firefox ืึธื“ืขืจ Chrome ื‘ืœืขื˜ืขืจืขืจ. ื“ื™ ืึทืคึผ ืงืขืŸ ื ื™ืฉื˜ ืึทืจื‘ืขื˜ืŸ ืื™ืŸ Safari. ื™ื ืกื˜ืึทืœืœืึทื˜ื™ืึธืŸ ืื•ืŸ ืงืึทื ืคื™ื’ื™ืขืจื™ื™ืฉืึทืŸ ื’ื™ื™ื“ ื‘ื ื™ืžืฆื ืื•ื™ืฃ ื™ืึธื•ื˜ื•ื‘ืข.

ื“ืขื ื™ืึธืจ, ื“ื™ ื“ืขื•ื•ืขืœืึธืคึผืขืจืก ืฆื•ื’ืขื–ืื’ื˜ ืฆื• ืœื™ื™ื’ืŸ ืึท ื•ื•ืขืจืกื™ืข ืคึฟืึทืจ ืœื™ื ื•ืงืก, ืื•ืŸ ืžืื™ - ืึท ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืคึฟืึทืจ ื•ื•ื™ื ื“ืึธื•ื–. ื“ืขืจ ืคึผืจื•ื™ืขืงื˜ ืžืงื•ืจ ืงืึธื“ ืื™ื– ื‘ื ื™ืžืฆื ืื•ื™ืฃ GitHub.

ืคึผืึธื˜ืขื ืฆื™ืขืœ ืื•ืŸ ื“ื™ืกืึทื“ื•ื•ืึทื ื˜ื™ื“ื–ืฉื™ื–

ื“ื™ ื“ืขื•ื•ืขืœืึธืคึผืขืจืก ื–ืึธื’ืŸ ืึทื– ื“ื™ ืกื™ืกื˜ืขื ื•ื•ืขื˜ ื”ืขืœืคึฟืŸ IT ืงืึธืžืคึผืึทื ื™ืขืก ืงื•ืงืŸ ืคึฟืึทืจ ื•ื•ืึทืœื ืขืจืึทื‘ื™ืœื™ื˜ื™ื– ืื™ืŸ ื“ื™ ื•ื•ื™ื™ื›ื•ื•ืืจื’ ืคื•ืŸ IoT ื“ืขื•ื•ื™ืกืขืก ืื•ืŸ ืžืึทื›ืŸ ืžืขืจ ื–ื™ื›ืขืจ ืกืžืึทืจื˜ ื“ืขื•ื•ื™ืกืขืก. ื“ื™ ื’ืขืฆื™ื™ึทื’ ืงืขื ืขืŸ ืฉื•ื™ืŸ ื“ืขื˜ืขืงื˜ ื•ื•ืึทืœื ืขืจืึทื‘ื™ืœื™ื˜ื™ื– ืคื•ืŸ ื–ื™ื›ืขืจื”ื™ื™ื˜ ืื•ืŸ ืคืึธืจืฉื˜ืขืœื•ื ื’.

IoT Inspector ื’ืขืคื™ื ื˜ ื“ืขื•ื•ื™ืกืขืก ื•ื•ืึธืก ื™ื‘ืขืจื’ืขื‘ืŸ ืฆื• ืึธืคื˜, ืืคื™ืœื• ื•ื•ืขืŸ ืงื™ื™ื ืขืจ ื ื™ืฆื˜ ื–ื™ื™. ื“ื™ ื’ืขืฆื™ื™ึทื’ ืื•ื™ืš ื”ืขืœืคึผืก ืฆื• ื“ืขื˜ืขืงื˜ ืกืžืึทืจื˜ ื“ืขื•ื•ื™ืกืขืก ื•ื•ืึธืก ืกืœืึธื•ื™ื ื’ ื“ื™ ื ืขืฅ, ืึทื–ืึท ื•ื•ื™ ื“ืึทื•ื ืœืึธื•ื“ื™ื ื’ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงื•ื ื’ืขืŸ ืฆื• ืึธืคื˜.

IoT Inspector ื ืึธืš ื”ืื˜ ืขื˜ืœืขื›ืข ื›ื™ืกืึธืจืŸ. ื–ื™ื ื˜ ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืื™ื– ื™ืงืกืคึผืขืจืžืขื ืึทืœ, ืขืก ืื™ื– ื ืึธืš ื ื™ืฉื˜ ื˜ืขืกื˜ืขื“ ืื•ื™ืฃ ืึทืœืข IoT ื“ืขื•ื•ื™ืกืขืก ืžื™ื˜ ืคืึทืจืฉื™ื“ืขื ืข ืงืึทื ืคื™ื’ื™ืขืจื™ื™ืฉืึทื ื–. ื“ืขืจื™ื‘ืขืจ, ื“ื™ ื’ืขืฆื™ื™ึทื’ ื–ื™ืš ืงืขื ืขืŸ ื”ืึธื‘ืŸ ืึท ื ืขื’ืึทื˜ื™ื•ื• ืคึผืจืึทืœ ืื•ื™ืฃ ื“ื™ ืคืึธืจืฉื˜ืขืœื•ื ื’ ืคื•ืŸ ืงืœื•ื’ ื’ืึทื“ื–ืฉืึทืฅ. ืคึฟืึทืจ ื“ืขื ืกื™ื‘ื”, ื“ื™ ืžื—ื‘ืจื™ื ื˜ืึธืŸ ื ื™ืฉื˜ ืจืขืงืึธืžืขื ื“ื™ืจืŸ ืงืึทื ืขืงื˜ื™ื ื’ ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืฆื• ืžืขื“ื™ืฆื™ื ื™ืฉ ื’ืึทื“ื–ืฉืึทืฅ.

ืื™ืฆื˜ ื“ื™ ื“ืขื•ื•ืขืœืึธืคึผืขืจืก ื–ืขื ืขืŸ ืคืึธื•ืงื™ืกื˜ ืื•ื™ืฃ ื™ืœื™ืžืึทื ื™ื™ื˜ื™ื ื’ ื‘ืึทื’ื–, ืึธื‘ืขืจ ืื™ืŸ ื“ืขืจ ืฆื•ืงื•ื ืคึฟื˜ ื“ื™ ืคึผืจื™ื ืกื˜ืึทืŸ ืื•ื ื™ื•ื•ืขืจืกื™ื˜ืขื˜ ืžืึทื ืฉืึทืคึฟื˜ ืคึผืœืึทื ื– ืฆื• ื™ืงืกืคึผืึทื ื“ ื“ื™ ืคืึทื ื’ืงืฉืึทื ืึทืœื™ื˜ื™ ืคื•ืŸ ื–ื™ื™ืขืจ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืื•ืŸ ื‘ืึทืงืขื ืขืŸ ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืึทืœื’ืขืจื™ื“ืึทืžื– ืื™ืŸ ืขืก. ื–ื™ื™ ื•ื•ืขืœืŸ ื”ืขืœืคึฟืŸ ืคืึทืจื’ืจืขืกืขืจืŸ ื“ื™ ืžืึทืฉืžืึธืขืก ืคื•ืŸ ื“ื™ื˜ืขืงื˜ื™ื ื’ DDoS ืื ืคืืœืŸ ืฆื• 99%. ืื™ืจ ืงืขื ืขืŸ ื‘ืึทืงื•ืžืขืŸ ื‘ืึทืงืึทื ื˜ ืžื™ื˜ ืึทืœืข ื“ื™ ื’ืขื“ืื ืงืขืŸ ืคื•ืŸ ืจื™ืกืขืจื˜ืฉืขืจื– ืื™ืŸ ื“ืขื ืคึผื“ืฃ ื‘ืึทืจื™ื›ื˜.

ืื ื“ืขืจืข IoT ืคึผืจืึทื“ื–ืฉืขืงืก

ื ื’ืจื•ืคึผืข ืคื•ืŸ โ€‹โ€‹ืืžืขืจื™ืงืื ืขืจ ื“ืขื•ื•ืขืœืึธืคึผืขืจืก ื•ื•ืึธืก ืžื™ื˜ืึทืจื‘ืขื˜ืŸ ืžื™ื˜ Danny Goodman, ืžื—ื‘ืจ ืคื•ืŸ ื‘ื™ื›ืขืจ ืื•ื™ืฃ ื“ื–ืฉืึทื•ื•ืึทืกืงืจื™ืคึผื˜ ืื•ืŸ HTML, ืฉืึทืคึฟืŸ ืึท ื’ืขืฆื™ื™ึทื’ ืคึฟืึทืจ ืžืึธื ื™ื˜ืึธืจื™ื ื’ ื“ื™ ืื™ื ื˜ืขืจื ืขื˜ ืคื•ืŸ ื˜ื”ื™ื ื’ืก ื™ืงืึธื•ืกื™ืกื˜ืึทื - ื“ื™ ื–ืึทืš ืกื™ืกื˜ืขื.

ื“ืขืจ ืฆื™ืœ ืคื•ืŸ ื“ื™ ืคึผืจื•ื™ืขืงื˜ ืื™ื– ืฆื• ืคืึทืจื‘ื™ื ื“ืŸ ืกืžืึทืจื˜ ื”ื™ื™ื IoT ื’ืึทื“ื–ืฉืึทืฅ ืื™ืŸ ืึท ืื™ื™ืŸ ื ืขืฅ ืื•ืŸ ืกืขื ื˜ืจืึทืœื™ื™ื– ืงืึธื ื˜ืจืึธืœ. ื“ืขื•ื•ืขืœืึธืคึผืขืจืก ื–ืึธื’ืŸ ืึทื– ื“ืขื•ื•ื™ืกืขืก ืคื•ืŸ ืคืึทืจืฉื™ื“ืขื ืข ืžืึทื ื™ืึทืคืึทืงื˜ืฉืขืจืขืจื– ืึธืคื˜ ืงืขื ืขืŸ ื ื™ืฉื˜ ื™ื‘ืขืจื’ืขื‘ืŸ ืžื™ื˜ ื™ืขื“ืขืจ ืื ื“ืขืจืข ืื•ืŸ ืึทืจื‘ืขื˜ ืกืขืคึผืขืจืึทื˜ืœื™. ืฆื• ืกืึธืœื•ื•ืข ื“ืขื ืคึผืจืึธื‘ืœืขื, ื“ื™ ืžื—ื‘ืจื™ื ืคื•ืŸ ื“ืขืจ ืื™ื ื™ืฆื™ืื˜ื™ื•ื• ื‘ืืฉืืคืŸ ื•ื•ื™ื™ื›ื•ื•ืืจื’ ื•ื•ืึธืก ืงืขื ืขืŸ ืึทืจื‘ืขื˜ืŸ ืžื™ื˜ ืคืึทืจืฉื™ื“ืขื ืข ื ืขืฅ ืคึผืจืึธื˜ืึธืงืึธืœืก, ื’ืึทื“ื–ืฉืึทืฅ ืื•ืŸ ืงืœื™ืขื ื˜ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–.

ืจืฉื™ืžื” ืคื•ืŸ ืฉื˜ื™ืฆื˜ ื“ืขื•ื•ื™ืกืขืก ื‘ื ื™ืžืฆื ืื•ื™ืฃ ื“ื™ ืคึผืจื•ื™ืขืงื˜ ื•ื•ืขื‘ื–ื™ื™ื˜ืœ. ื“ืึธืจื˜ ืื™ืจ ืงืขื ืขืŸ ืื•ื™ืš ื’ืขืคึฟื™ื ืขืŸ ืžืงื•ืจ ะธ ืฉื ืขืœ ืึธื ื”ื™ื™ื‘ ืคื™ืจืขืจ.

ืืŸ ืื ื“ืขืจ ืขืคืขื ืขืŸ ืคึผืจื•ื™ืขืงื˜ - PrivateEyePi. ื“ื™ ืžื—ื‘ืจื™ื ืคื•ืŸ ื“ืขืจ ืื™ื ื™ืฆื™ืื˜ื™ื•ื• ื˜ื™ื™ืœืŸ ื•ื•ื™ื™ื›ื•ื•ืืจื’ ืกืึทืœื•ืฉืึทื ื– ืื•ืŸ ืžืงื•ืจ ืงืึธื“ ืคึฟืึทืจ ืงืจื™ื™ื™ื˜ื™ื ื’ ืึท ืคืขืจื–ืขื ืœื™ื›ืขืŸ IoT ื ืขืฅ ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ Raspberry Pi. ื“ืขืจ ืคึผืœืึทืฅ ื”ืื˜ ืึท ื’ืจื•ื™ืก ื ื•ืžืขืจ ืคื•ืŸ ืคื™ืจืขืจ ืžื™ื˜ ื•ื•ืึธืก ืื™ืจ ืงืขื ืขืŸ ื‘ื•ื™ืขืŸ ื•ื•ื™ื™ืจืœื™ืก ื ืขืฅ ืคื•ืŸ ืกืขื ืกืึธืจืก ื˜ืขืžืคึผืขืจืึทื˜ื•ืจ, ื”ื•ืžื™ื“ื™ื˜ื™, ืื•ืŸ ืื•ื™ืš ืงืึทื ืคื™ื’ื™ืขืจ ื”ื™ื™ื ื–ื™ื›ืขืจื”ื™ื™ึทื˜ ืกื™ืกื˜ืขื.

ืึทืŸ ืึธืคึฟืŸ ื’ืขืฆื™ื™ึทื’ ืคึฟืึทืจ ื ืขืฅ ืžืึธื ื™ื˜ืึธืจื™ื ื’ ืžื™ื˜ IoT ื“ืขื•ื•ื™ืกืขืก
/ ืคืึธื˜ืึธ ืกื˜ืึทืงืก PD

ื“ื™ ืฆื•ืงื•ื ืคึฟื˜ ืคื•ืŸ ืขื ืœืขืš ืกืึทืœื•ืฉืึทื ื–

ืขืคึฟืขื ืขืŸ ืžืงื•ืจ ืคึผืจืึทื“ื–ืฉืขืงืก, ืœื™ื™ื‘ืจืขืจื™ื– ืื•ืŸ ืคืจืึทืžืขื•ื•ืึธืจืงืก ื–ืขื ืขืŸ ื™ื ืงืจื™ืกื™ื ื’ืœื™ ืึทืคึผื™ืจื™ื ื’ ืื•ื™ืฃ ื“ื™ IoT ืžืึทืจืง. ื“ื™ ืœื™ื ื•ืงืก ื•ื•ื™ืงื™ืคึผืขื“ื™ืข, ื•ื•ืึธืก ืื•ื™ืš ืึทืจื‘ืขื˜ ืื™ืŸ ื“ื™ IoT ืคืขืœื“ (ื–ื™ื™ ื‘ืืฉืืคืŸ ื“ื™ ืึธืคึผืขืจื™ื™ื˜ื™ื ื’ ืกื™ืกื˜ืขื ื–ืขืคื™ืจ), ื–ื™ื™ ื–ืึธื’ืŸ ืึทื– ืขืคึฟืขื ืขืŸ ืžืงื•ืจ ืžื›ืฉื™ืจื™ื ื–ืขื ืขืŸ ื’ืขื”ืืœื˜ืŸ ืžืขืจ ื–ื™ื›ืขืจ. ื“ื™ ืžื™ื™ื ื•ื ื’ ืื™ื– ืจืขื›ื˜ ืฆื• ื“ืขื ืคืึทืงื˜ ืึทื– ื“ื™ "ืงืึธืœืขืงื˜ื™ื•ื• ืกื™ื™ื›ืœ" ืคื•ืŸ ื“ื™ ืงื”ืœ ืคื•ืŸ ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ื–ื™ื›ืขืจื”ื™ื™ื˜ ืขืงืกืคึผืขืจืฅ ืคึผืึทืจื˜ื™ืกืึทืคึผื™ื™ืฅ ืื™ืŸ ื–ื™ื™ืขืจ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’. ืคึฟื•ืŸ ืึทืœืข ื“ืขื ืžื™ืจ ืงืขื ืขืŸ ืคืึทืจืขื ื“ื™ืงืŸ ืึทื– ืคึผืจืึทื“ื–ืฉืขืงืก ื•ื•ื™ IoT Inspector ื•ื•ืขื˜ ื“ืขืจืฉื™ื™ึทื ืขืŸ ืžืขืจ ืื•ืŸ ืžืขืจ ืึธืคื˜ ืื•ืŸ ื•ื•ืขื˜ ื”ืขืœืคึฟืŸ ืžืึทื›ืŸ ื“ืขื ืึธืคึผืฉื ื™ื˜ ืคื•ืŸ ื“ืขื•ื•ื™ืกืขืก ืžืขืจ ื–ื™ื›ืขืจ.

ื”ื•ื“ืขื•ืช ืคื•ืŸ ื“ืขืจ ืขืจืฉื˜ืขืจ ื‘ืœืึธื’ ื•ื•ืขื’ืŸ ืคึฟื™ืจืžืข IaaS:

ืžืงื•ืจ: www.habr.com

ืœื™ื™ื’ืŸ ืึท ื‘ืึทืžืขืจืงื•ื ื’