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© 2019 SPLUNK INC. © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

[D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

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Page 1: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.© 2019 SPLUNK INC.

[D-1] ������Spunk����������� ������� �����������������������������

����, Staff Sales Engineer, Splunk Services Japan

2019/9/6

Page 2: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

During the course of this presentation, we may make forward-looking statements regarding future events or the expected performance of the company. We caution you that such statements reflect our current expectations and estimates based on factors currently known to us and that actual events or results could differ materially. For important factors that may cause actual results to differ from those contained in our forward-looking statements, please review our filings with the SEC.

The forward-looking statements made in this presentation are being made as of the time and date of its live presentation. If reviewed after its live presentation, this presentation may not contain current or accurate information. We do not assume any obligation to update any forward-looking statements we may make. In addition, any information about our roadmap outlines our general product direction and is subject to change at any time without notice. It is for informational purposes only and shall not be incorporated into any contract or other commitment. Splunk undertakes no obligation either to develop the features or functionality described or to include any such feature or functionality in a future release.

Splunk, Splunk>, Listen to Your Data, The Engine for Machine Data, Splunk Cloud, Splunk Light and SPL are trademarks and registered trademarks of Splunk Inc. in the United States and other countries. All other brand names, product names, or trademarks belong to their respective owners. © 2019 Splunk Inc. All rights reserved.

Forward-Looking Statements

THIS SLIDE IS REQUIRED FOR ALL 3 PARTY PRESENTATIONS.

Page 3: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

Schema on The Fly

"�����������������#� ��� ��

!����� or ������

Page 4: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

1. Splunk�$)#%

2. Splunk����'"

3. � ���+� (��� vs.������ )

4. �(!�����

5. �*�� Splunk&�������

�����

Page 5: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

► AWS► Splunk Version 7.3.1► Search Head x 1 �

• ������: C5.4xlarge (16core,32GB)• ���: 80GiB 400IOPS

► Indexer x 6�• ������: C5.4xlarge (16core,32GB)• ���: 200GiB 800IOPS

►�������: auto (750MB)► limits.conf

• �������

��������

Page 6: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

►��������������• ��: 315,508,701�• ��: 2019/7� 1��• ��������

• ��• mac_id:��� �� 443,774 (0.0002%)

• station_id:��� �� 203,824 (0.0005%)

• area_id:��� �� 220 (0.45%)

�����

2019/07/31 23:00:00 mac_id=000:001:053:43:33:104 station_id = K102116 area_id=104 ,2.5ghz,nil,D,534333,,10.304,19,1562.632,1057.999,504.272,67.906,46.392,21.236,25.851,30.09,5.724,7373.742,285.24,7136.532,237.177,8.221,1.986,11.03,7.076,1.413,10.693,0.859,0.665

• �������: 32

Page 7: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

��������index=bigdata sourcetype=bigdata_traffic

[bigdata_traffic]BREAK_ONLY_BEFORE_DATE =DATETIME_CONFIG =KV_MODE = autoLINE_BREAKER = ([\r\n]+)NO_BINARY_CHECK = trueSHOULD_LINEMERGE = falseTIME_PREFIX = ^TIME_FORMAT = %Y/%m/%d %H:%M:%STZ = Asia/Tokyocategory = Customdescription = Search time field extractions for bigdatadisabled = falsepulldown_type = trueREPORT-00 = bigdata_traffic_csv_fields

���������

Page 8: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

��������index=bigdata_idx sourcetype=bigdata_traffic_idx

[bigdata_traffic_idx]BREAK_ONLY_BEFORE_DATE =DATETIME_CONFIG =KV_MODE = noneLINE_BREAKER = ([\r\n]+)NO_BINARY_CHECK = trueSHOULD_LINEMERGE = falseTIME_PREFIX = ^TIME_FORMAT = %Y/%m/%d %H:%M:%STZ = Asia/Tokyocategory = Customdescription = Index time field extractions for bigdatadisabled = falsepulldown_type = trueTRANSFORMS-00 = bigdata_traffic_mac_idTRANSFORMS-01 = bigdata_traffic_station_idTRANSFORMS-02 = bigdata_traffic_area_idTRANSFORMS-03 = bigdata_traffic_others ������ �����

Page 9: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

Splunk��� ���������� Splunk���

Page 10: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

�������� ��������$(�&'

► ������• %�� (Dense)

► ��� � �• !.����� �• )#����� �• �� ����� �

► ������• "*���• /,���

► ���-+!.► ���� ����

Page 11: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

► ���� � =�! ����#��������

► ����������� � =����� �

����1 Indexer "��������� �

Page 12: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

����������

index=bigdata

����������

index=bigdata| streamstats count

����������*

index=bigdata| stats count

�����������������

Page 13: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

����������1 Indexer�������������

����� �� ����� �� ������ ��

����� 305K���(172.4�)

24K���(2191.0�)

828K���(63.5�)

����� 20K���(2629.1�)

3K(16745.9�)

20K���(2620.5�)

���� �� >���� �� >����� ��

Page 14: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

q K��%�*�� CPUIP���]09('�X\�V�� 1 IndexerG�� 50K� 200K 1:,/Z�'!4:�<_@

q %�*��Ua �/��8-J�QD �$2:-) 0����IP�;^�

q 1',06"+�' 1• %�*�Ua �/��8-J�THFCY�`��• R�SE',7�3:#$2:-��Wf�/��8-���de�;�

• SE',7�3:#$2:-����%�*�?O� 1:,NJ�b�L����B=

• Splunk .�&5:�A��>�[�

SplunkMcIP���

Page 15: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

Splunk� ����Splunk� ����������������

Page 16: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

► ����$�����"&� ����������#�

► ����!������� ������%�

�������������������

$ cd var/lib/splunk/$ ls -l

auditauthDbbigdatabigdata_idxconf2019conf2018defaultdbhistorydb

Page 17: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

► db��"�� �������������� %*

► ($������������������!��������colddb�)&

�S2�#������&'�+��

��������������!���

$ cd bigdata/$ ls -l

colddbdatamodel_summarydbthaweddb

Page 18: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

► ����(���"������"��*��

► �"����('�����#$�- ���&,%��"�

�������� =�����"��+)�� ��!��

$ cd db/$ ls –l

.bucketManifestCreationTimedb_1485388800_1483228800_0db_1498867200_1501545599_0hot_v1_0GlobalMetaData

Page 19: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

Splunk ��������

Page 20: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

������������������"������������!

��$: likes (vodka OR cognac)

(vodka OR cognac) = (4) or (2) = (2,4)

likes = (0,1,2,3,4,5,6)

(2,4) and (0,1,2,3,4,5,6) = (2,4)

2% � 4% ���������

��&#���(����)

01

2

3

4

5

6

Page 21: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

���������)/����.%�#����+$

hash(1, ”Armit") == 0hash(2, ”Roger") == 7

▶ Lexicon Term�����(-▶ ����*��������������&"▶ 0! Term����� ,'��� 1���� 0

1 1 0 0 1 0 1 0 0

Page 22: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

mac_id� ������*

index=bigdatamac_id=000:001:004:30:17:001

station_id� ������*

index=bigdatastation_id=X209019

area_id� ������*

index=bigdataarea_id=88

�������������������������

Page 23: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

��������������"�����-!

mac_id station_id area_id

���� � 12.2( 2.2( 36.2(

���� 1,464& 52,895& 134,029&

����� 418,835& 52,895& 9,789,654&

�� 1,464&�)������ 52,895 &)������,���%'&$���� &$�#+*�����������

Page 24: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

q 1&-0@��/�+�Z���B��Xc(+�6)�� Z!�#5;0�HR � �_N/�+ (:$)';)���

q (�,=��:$)';/�+ Ua��^�J�#5;0 S?

q (�,�DM�KPLF���*$7;LF�Y] E��

q `T�+�6 O��:$)';�39�62"9+����b�J��Q[�CM���<\

q 5*048%."* 2• #;/-%*I�G?• =>�G?• #5;0 V?���+�6 O�

Splunk �/�+WA���

Page 25: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

���������� vs. �������

� ���������������������

Page 26: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

► 1,464 ����419,801�����

►��������������� ��������

�������index=bigdata mac_id=000:001:004:30:17:001

Page 27: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

���������� ����"'�2#

���mac_id=000:001:000:17:30:001mac_id=000:001:001:17:30:004mac_id=000:001:004:30:17:001mac_id=000:001:004:30:17:004

Term Posting List000 0,1,2,3001 0,1,2,3004 1,2,317 0,1,2,330 0,1,2,3

���):mac_id=000:001:004:30:17:001

Posting:1,2,3

���� � 1,2,3 ��� ��0�$�KV_MODE=auto����� mac_id�1!%(����� � 1 3 ���*& .���"��,/⇒+-����

0

1

2

3

Page 28: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

� ����������������$�-�4����"�'+

���mac_id=000:001:000:17:30:001mac_id=000:001:001:17:30:004mac_id=000:001:004:30:17:001mac_id=000:001:004:30:17:004

Term Posting List000 0,1,2,3001 0,1,2,3004 1,2,317 0,1,2,330 0,1,2,3mac_id::000:001:000:17:30:001 0mac_id::000:001:001:17:30:004 1mac_id::000:001:004:30:17:001 2mac_id::000:001:004:30:17:004 3

���0:mac_id::000:001:004:30:17:001

6!���%� 2�� %��5 . ���$�8&37����#%�2/�

��%����(���$���mac_id=000:001:004:30:17:001��������fileds.conf�,)�1*

0

1

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3

Page 29: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

mac_id��������*

index=bigdata_idxmac_id::000:001:004:30:17:001

station_id��������

index=bigdata_idxstation_id::X209019

area_id��������

index=bigdata_idxarea_id::88

���������� �����������������

Page 30: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

������������)$#�!-&��(%9* ( �"-&��(%9*)

mac_id station_id area_id

���� � 2.22 (12.22) 2.22 (2.22) 8.22 (36.22)

���� 1,4640 52,8950 134,0290

����� 1,4640 52,8950 134,0290

station_id� �"-&��(%9*��17�!�')�����4�*�����17�!�')�+���)$#�!-&��(%�,�5����

�� �3 ��Splunk� �"����� �86��

( ).� �"-&��(%9*�5/

Page 31: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

��������

���� ������

���������

�������� ���

������� 2 ������������� ��

��������

MAJOR = [ ] < > ( ) { } | ! ; , ' " * \n \r \s \t &

? + %21 %26 %2526 %3B %7C %20 %2B %3D --%2520 %5D %5B

%3A %0A %2C %28 %29

MINOR = / : = @ . -$ # % \\ _

Page 32: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

������������+�)�/-".�;5�$�,�=����

����mac_id=000:001:000:17:30:001mac_id=000:001:001:17:30:004mac_id=000:001:004:30:17:001mac_id=000:001:004:30:17:004

Term Posting List000 0,1,2,3001 0,1,2,3004 1,2,317 0,1,2,330 0,1,2,3mac_id=000:001:000:17:30:001 0mac_id=000:001:001:17:30:004 1mac_id=000:001:004:30:17:001 2mac_id=000:001:004:30:17:004 3

�0'& #6*��/(E1������A����-".�$�,�=�����

-".�$�,�24�*��/(=?��<�� �����Splunk�B��:>C��8@�������!�%��mac_id=000:001:004:30:17:001��9���+�)�$�,7D�3���

0

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3

Page 33: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

mac_id���� �*

index=bigdataTERM(mac_id=000:001:004:30:17:001)

station_id���� �

index=bigdataTERM(station_id=X209019)

area_id���� �

index=bigdataTERM(area_id=88)

��������TERM �������������������

Page 34: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

������������!-%��)$:+�'�(� �&��19

mac_id station_id area_id

������� 2.27 (12.27) - (2.27) 6.17 (36.27)

���� 1,4643 03 134,0293

������ 1,4643 03 134,0293������ ������������� 2.27 2.27 8.27

TERM�5� mac_id��*#"��-%��)$:+�,�04�station_id�����26 0�

mac_id�� �*#"��-%��)$:+��8��

( ).� TERM �5�����8/

Page 35: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

station_id������� 0����������

2019/07/29 23:00:00 mac_id=000:001:035:90:82:211 station_id = X209019 area_id=1 ,2.1ghz,15,R,359082,211,0.066,1,0.136,0.083,0,0.162,0.098,0,14.938,14.588,,72.938,5,72.938,5,0.067,0,0.5,,,13.591,,

station_id = X209019station_idX209019

�����

Page 36: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

area_id������������������������������ ��

| dbinspect index=bigdata*| stats count as num_buckets sum(sizeOnDiskMB) as sizeOnDiskMB by index| eval sizeOnDiskGB = round(sizeOnDiskMB/1024, 2)| fields index num_buckets sizeOnDiskGB

�� �� ����

bigdata 146 78.53GB

bigdata_idx 333 232.02GB

Page 37: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

�����������

������� ��index=bigdata

���������� ��index=bigdata_idx

�����������

������� ��index=bigdata| streamstats count

���������� ��index=bigdata_idx| streamstats count

������������

������� ��index=bigdata| stats count

���������� ��index=bigdata_idx| stats count

������������� ����� vs. ������

Page 38: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

���������!1 Indexer���#���������

� ������ �������� ���������

��������"� 305K���� 24K���� 828K����

��� ��������"� 279K���� 24K���� 661K����

"����������� ������$�����!

Page 39: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

�����������

������� ��index=bigdata| eval dl_gbytes = (dl_mbyte/1024)

���������� ��index=bigdata_idx| eval dl_gbytes = (dl_mbyte/1024)

�����������

������� ��index=bigdata| streamstatsavg(dl_mbyte)

���������� ��index=bigdata_idx| streamstatsavg(dl_mbyte)

������������

������� ��index=bigdata| stats avg(dl_mbyte)

���������� ��index=bigdata_idx| stats avg(dl_mbyte)

����� ����������� ����� vs. ������

Page 40: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

������������� 1 Indexer����"� ������

�� ����� �� ����� ��������

��������!� 134K��� 17K��� 378K���

�����������!� 153K��� 17K��� 560K���

�����!���������� ������#���� �

Page 41: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

© 2019 SPLUNK INC.

q 0%+/2")�% 3• .�4&��F�.��4,

• IM�%!15�����5*("%=.��4,Q7�H@��

• IM�%!15 �:9�� TERM�>O������5*("%=.��4,Q7�H@��

• IM�%!15�D;� TERM�>O����:9��5*("%=.��4,Q7�GK

• JC�F�.��4,• �*�-3)��<�JC�F�.��4,��5*("%=.��4,Q7������$�'L?�EN���

• �5*("%=.��4,Q7�8���5*("%.��4�6����GK�#�%BA��$�'=.��4,Q7��P��3%"���

.��4,Q7$�'= vs. �5*("%=

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Page 42: [D-1] Spunk · 2019-12-21 · © 2019 SPLUNK INC. [D-1] Spunk , Staff Sales Engineer, Splunk Services Japan 2019/9/6

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4 Days of Innovation 350 Education Sessions 20 Hours of Networking

“Hands down the most beneficial and attendee focused conference I have attended!”

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Splunk UniversityOctober19-21, 2019

Las Vegas, NVThe Venetian Sands Expo

October 21-24

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Thank You.

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