BloomAPI locks down $2.4M to fix medical record releases

 Seattle-based BloomAPI is announcing a $2.4 million seed round this morning for its solution to the broken medical records release process. It’s no secret that the entire U.S. healthcare system is held back by antiquated technology — but unlike many competitors, BloomAPI offers a solution that works with, and not against, the old-school technologies. Read More


The best Meeker 2017 Internet Trends slides and what they mean

 Here are the must-read stats about what’s happening with internet adoption, smartphones, ads, e-commerce, entertainment, gaming, enterprise healthcare, China, India and startups. We’ve picked the most important slides from legendary Kleiner Perkins partner Mary Meeker’s massive 355-page 2017 Internet Trends report, deciphered the complex data and explained why… Read More


The best Meeker 2017 Internet Trends slides and what they mean

 Here are the must-read stats about what’s happening with internet adoption, smartphones, ads, e-commerce, entertainment, gaming, enterprise healthcare, China, India and startups. We’ve picked the most important slides from legendary Kleiner Perkins partner Mary Meeker’s massive 355-page 2017 Internet Trends report, deciphered the complex data and explained why… Read More


Amino raises $25 million to match patients with doctors best qualified to help them

 Find-a-doctor app Amino has raised $25 million in a Series C round of venture funding, according to CEO and co-founder David Vivero. Highland Capital led the investment joined by Accel, Aspect Ventures, CRV, Northwestern Mutual Future Ventures, and Pilot Wall Group. A ZocDoc competitor, Amino gives users the ability to search for doctors who are most experienced in treating their… Read More


Eligible founder Katelyn Gleason’s plan to upend the billion dollar medical billing industry

 Medical billing is a largely untapped and lucrative industry, potentially pulling in $55 billion globally by 2020. But it’s inner workings are still very murky — most of the time it’s not clear how much something will cost and sometimes you don’t even get the (possibly whopping) bill until months down the road. Founder Katelyn Gleason wants to make it easier… Read More


Smart diabetes management service Livongo Health raises $52.5M and looks to new markets

 Glen Tullman doesn’t like it when someone tells him he’s sick when he’s feeling fine. It’s something he thinks his customers probably don’t want to hear, either. Tullman runs a startup called Livongo Health, which offers a blood glucose monitor accompanied with a service designed to intervene and help coach people through managing diabetes. Livongo Health helps… Read More


Lux Capital closes $400 million fund to back startups “inventing the future”

active brain Lux Capital’s portfolio companies sound like they ripped their product concepts from the pages of science fiction. Among these are self-driving car startup Zoox, a company gathering oceanographic data from fleets of autonomously operating boats called Saildrone, Desktop Metal whose 3-D printers that can make objects out of alloys on the spot, and 3Scan, a startup that makes detailed… Read More


Using NVMe Command Line Tools to Check NVMe Flash Health


NVMEIn this blog post, I’ll look at the types of NVMe flash health information you can get from using the NVMe command line tools.

Checking SATA-based drive health is easy. Whether it’s an SSD or older spinning drive, you can use the


 command to get a wealth of information about the device’s performance and health. As an example:

root@blinky:/var/lib/mysql# smartctl -A /dev/sda
smartctl 6.5 2016-01-24 r4214 [x86_64-linux-4.4.0-62-generic] (local build)
Copyright (C) 2002-16, Bruce Allen, Christian Franke, www.smartmontools.org
SMART Attributes Data Structure revision number: 16
Vendor Specific SMART Attributes with Thresholds:
 1 Raw_Read_Error_Rate     0x002f   100   100   000    Pre-fail  Always       -       0
 5 Reallocated_Sector_Ct   0x0032   100   100   010    Old_age   Always       -       0
 9 Power_On_Hours          0x0032   100   100   000    Old_age   Always       -       41
12 Power_Cycle_Count       0x0032   100   100   000    Old_age   Always       -       2
171 Unknown_Attribute       0x0032   100   100   000    Old_age   Always       -       0
172 Unknown_Attribute       0x0032   100   100   000    Old_age   Always       -       0
173 Unknown_Attribute       0x0032   100   100   000    Old_age   Always       -       1
174 Unknown_Attribute       0x0032   100   100   000    Old_age   Always       -       0
183 Runtime_Bad_Block       0x0032   100   100   000    Old_age   Always       -       0
184 End-to-End_Error        0x0032   100   100   000    Old_age   Always       -       0
187 Reported_Uncorrect      0x0032   100   100   000    Old_age   Always       -       0
194 Temperature_Celsius     0x0022   065   059   000    Old_age   Always       -       35 (Min/Max 21/41)
196 Reallocated_Event_Count 0x0032   100   100   000    Old_age   Always       -       0
197 Current_Pending_Sector  0x0032   100   100   000    Old_age   Always       -       0
198 Offline_Uncorrectable   0x0030   100   100   000    Old_age   Offline      -       0
199 UDMA_CRC_Error_Count    0x0032   100   100   000    Old_age   Always       -       0
202 Unknown_SSD_Attribute   0x0030   100   100   001    Old_age   Offline      -       0
206 Unknown_SSD_Attribute   0x000e   100   100   000    Old_age   Always       -       0
246 Unknown_Attribute       0x0032   100   100   000    Old_age   Always       -       145599393
247 Unknown_Attribute       0x0032   100   100   000    Old_age   Always       -       4550280
248 Unknown_Attribute       0x0032   100   100   000    Old_age   Always       -       582524
180 Unused_Rsvd_Blk_Cnt_Tot 0x0033   000   000   000    Pre-fail  Always       -       1260
210 Unknown_Attribute       0x0032   100   100   000    Old_age   Always       -       0



 might not know all vendor-specific smart values, typically you can Google the drive model along with “smart attributes” and find documents like this to get more details.

If you move to newer generation NVMe-based flash storage,


 won’t work anymore – at least it doesn’t work for the packages available for Ubuntu 16.04 (what I’m running). It looks like support for NVMe in Smartmontools is coming, and it would be great to get a single tool that supports both  SATA and NVMe flash storage.

In the meantime, you can use the


 tool available from the nvme-cli package. It provides some basic information for NVMe devices.

To get information about the NVMe devices installed:

root@alex:~# nvme list
Node             SN                   Model                                    Version  Namespace Usage                      Format           FW Rev
---------------- -------------------- ---------------------------------------- -------- --------- -------------------------- ---------------- --------
/dev/nvme0n1     S3EVNCAHB01861F      Samsung SSD 960 PRO 1TB                  1.2      1         689.63  GB /   1.02  TB    512   B +  0 B   1B6QCXP7

To get SMART information:

root@alex:~# nvme smart-log /dev/nvme0
Smart Log for NVME device:nvme0 namespace-id:ffffffff
critical_warning                    : 0
temperature                         : 34 C
available_spare                     : 100%
available_spare_threshold           : 10%
percentage_used                     : 0%
data_units_read                     : 3,465,389
data_units_written                  : 9,014,689
host_read_commands                  : 89,719,366
host_write_commands                 : 134,671,295
controller_busy_time                : 310
power_cycles                        : 11
power_on_hours                      : 21
unsafe_shutdowns                    : 8
media_errors                        : 0
num_err_log_entries                 : 1
Warning Temperature Time            : 0
Critical Composite Temperature Time : 0
Temperature Sensor 1                : 34 C
Temperature Sensor 2                : 47 C
Temperature Sensor 3                : 0 C
Temperature Sensor 4                : 0 C
Temperature Sensor 5                : 0 C
Temperature Sensor 6                : 0 C

To get additional SMART information (not all devices support it):

root@ts140i:/home/pz/workloads/1m# nvme smart-log-add /dev/nvme0
Additional Smart Log for NVME device:nvme0 namespace-id:ffffffff
key                               normalized raw
program_fail_count              : 100%       0
erase_fail_count                : 100%       0
wear_leveling                   :  62%       min: 1114, max: 1161, avg: 1134
end_to_end_error_detection_count: 100%       0
crc_error_count                 : 100%       0
timed_workload_media_wear       : 100%       37.941%
timed_workload_host_reads       : 100%       51%
timed_workload_timer            : 100%       446008 min
thermal_throttle_status         : 100%       0%, cnt: 0
retry_buffer_overflow_count     : 100%       0
pll_lock_loss_count             : 100%       0
nand_bytes_written              : 100%       sectors: 16185227
host_bytes_written              : 100%       sectors: 6405605

Some of this information is self-explanatory, and some of it isn’t. After looking at the NVMe specification document, here is my read on some of the data:

Available Spare. Contains a normalized percentage (0 to 100%) of the remaining spare capacity that is available.

Available Spare Threshold. When the Available Spare capacity falls below the threshold indicated in this field, an asynchronous event completion can occur. The value is indicated as a normalized percentage (0 to 100%).

(Note: I’m not quite sure what the practical meaning of “asynchronous event completion” is, but it looks like something to avoid!)

Percentage Used. Contains a vendor specific estimate of the percentage of the NVM subsystem life used, based on actual usage and the manufacturer’s prediction of NVM life.

(Note: the number can be more than 100% if you’re using storage for longer than its planned life.)

Data Units Read/Data Units Written. This is the number of 512-byte data units that are read/written, but it is measured in an unusual way. The first value corresponds to 1000 of the 512-byte units. So you can multiply this value by 512000 to get value in bytes. It does not include meta-data accesses.

Host Read/Write Commands. The number of commands of the appropriate type issued. Using this value, as well as one below, you can compute the average IO size for “physical” reads and writes.

Controller Busy Time. Time in minutes that the controller was busy servicing commands. This can be used to gauge long-term storage load trends.

Unsafe Shutdowns. The number of times a power loss happened without a shutdown notification being sent. Depending on the NVMe device you’re using, an unsafe shutdown might corrupt user data.

Warning Temperature Time/Critical Temperature Time. The time in minutes a device operated above a warning or critical temperature. It should be zeroes.

Wear_Leveling. This shows how much of the rated cell life was used, as well as the min/max/avg write count for different cells. In this case, it looks like the cells are rated for 1800 writes and about 1100 on average were used

Timed Workload Media Wear. The media wear by the current “workload.” This device allows you to measure some statistics from the time you reset them (called the “workload”) in addition to showing the device lifetime values.

Timed Workload Host Reads. The percentage of IO operations that were reads (since the workload timer was reset).

Thermal Throttle Status. This shows if the device is throttled due to overheating, and when there were throttling events in the past.

Nand Bytes Written. The bytes written to NAND cells. For this device, the measured unit seems to be in 32MB values. It might be different for other devices.

Host Bytes Written. The bytes written to the NVMe storage from the system. This unit also is in 32MB values. The scale of these values is not very important, as they are the most helpful for finding the write amplification of your workload. This ratio is measured in writes to NAND and writes to HOST. For this example, the Write Amplification Factor (WAF) is 16185227 / 6405605 = 2.53  

As you can see, the NVMe command line tools provide a lot of good information for understanding the health and performance of NVMe devices. You don’t need to use vendor specific tools (like isdct).


Kelvin Kwong leaves Jawbone for product VP role at Big Health

Sleepio As Jawbone continues to work towards a pivot, the Up device maker also continues to talent that may not be core to its future. In the latest departure, Kelvin Kwong, who had been the Jawbone’s director of product management, has joined Big Health, maker of the Sleepio sleep improvement program, as VP of product management. Alongside that, Dr Jenna Carl is now the startup’s… Read More


AWS Personal Health Dashboard helps developers monitor the state of their cloud apps

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