Tracxn - Big Data Infrastructure Startup Landscape

JULY 2019
BIG DATA INFRASTRUCTURE

Copyright © 2019, Tracxn Technologies Private Limited. All rights reserved.Feed Report - Big Data Infrastructure - Jul 2019
Contents
Feed Summary
Investment Trends
Market Details
Exit Outlook
Investors
News
Appendix
2
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Contents
Feed Summary
Investment Trends
Market Details
Exit Outlook
Investors
News
Appendix
3
Feed Summary
Investment Trend Summary
Exit Outlook Summary
BlueBox
Summary of Key Markets
Notable Companies in the Sector
Recent News

Note: Mega Companies includes IPO’d companies, Mega Acquisitions and Unicorn. Data is taken from Tracxn Platform as on July 12, 2019.
Big Data Infrastructure Feed Summary
4
Big Data Infrastructure > Feed Summary
Technologies enabling storage and processing of data sets that are large and complex.
• Inclusions: Companies that provide technologies for
Big Data storage and processing. Also includes
companies that provide management tools and
technology companies that enable development and
monitoring of big data technologies.
• Exclusions: Companies providing BI, Analytical tools,
and platforms for Data Analysts and Data Scientists to
derive insights from Big Data. Applications built for a
specific market or use case using Big Data
Technologies.
• Excludes funding information of Chinese companies Feed in Numbers
Overview
$8.5B
Funding
17
Mega
Companies
194348
FundedCovered on
Tracxn
9
Unicorns
19
Soonicorns
36
Minicorns
5
IPO’d Cos
125
Late Stage Cos
47
67
Acquisitions
21
DeadPooled
1
Acquihired
Series A+ Cos
MapR Technologies
(2009, San Jose, $347M)
Hitachi Vantara
(1989, Santa Clara)
Cloudera
(2008, Palo Alto, $1B)
Top Companies

Investment Trend Summary
Summary of Funding Activity in Big Data Infrastructure
5
$450M - Series F
Snowflake (2012, San Mateo, $924M)
$140M - Series D
Databricks (2013, San Francisco, $498M)
$270M - Series E
$125M - Series D
Confluent (2014, Palo Alto, $206M)
$263M - Series E
$100M - Series E
Collibra (2008, Brussels, $281M)
$250M - Series E
$80M - Series E
Neo4j (2007, San Francisco, $160M)
$153M - Series E
MapR Technologies (2009, San Jose, $347M)
$60M - Series E
Redis Labs (2011, Tel Aviv, $146M)
Top Geos of InvestmentEntrepreneurial Activity Global Funding Trend
*YTD *YTD
Big Data Infrastructure > Feed Summary > Investment Trend Summary
Seed Data Collective (#3), Blumberg Capital (#2), Bain Capital Ventures
(#1)
Series A/B Intel Capital (#4), Redpoint Ventures (#4), Index Ventures (#3)
Series C+
Sequoia Capital (#3), Harmony Partners (#3), Battery Ventures
(#2)
Incubators Techstars (#3), Alchemist Accelerator (#3), The Fabric (#2)
Other Notable
Investors
Goldman Sachs (#3), GE Ventures (#3), Iconiq Capital (#3)
Debt Investors Silicon Valley Bank (#3), KKR (#1), Lighter Capital (#1)
Most Active InvestorsRecent Investments
34
39
18
13
7
2014 2015 2016 2017 2018 2019*
Y-o-Y # of Companies Founded 47 61 49 47 51 16
$7.6B
$420M
$328M
$10M
$9.5M
US
Europe
Israel
SEA
New
Zealand
$ Funding
$683M
$1.7B
$760M
$557M
$944M
$1.9B
$1.2B
27
2014 2015 2016 2017 2018 2019*
$ Funding # Rounds

Summary of exit outlook in Big Data Infrastructure
Exit Outlook Summary
66
Most Active AcquirersTop Investors in Exits
Sequoia Capital 7
Accel 3
Cloudera (2008, Palo Alto, $1B)
Altiscale (2012, Palo Alto, $42M)
Index Ventures 3
Hortonworks (2011, Palo Alto, $248M)
In-Q-Tel 3
Altimeter Capital 3
Feb 2019 Attunity Acq by QlikTech for $560M
Oct 2018 Hortonworks Acq by Cloudera for $5.2B
Apr 2018 Actian Acq by HCL Technologies for $330M
Jul 2017 Syncsort Acq by Centerbridge Partners for $1.3B
Apr 2014 InktankProtected Tweets Acq by Red Hat for $175M
Mar 2011 AsterData Acq by Teradata for $263M
Jun 2006 JBoss Data Grid Acq by Red Hat for $420M
Big Data Infrastructure > Feed Summary > Exit Outlook Summary
Teradata 5
AsterData (Mar 2011, $263M), StackIQ (Jul 2017), RainStor
(Dec 2014)
Google 2 Sigmoid Analytics (Dec 2018), Cask (May 2018)
Oracle 2 Tangosol (Mar 2007), Sleepycat software (Feb 2006)
Hewlett-Packard 2 Voltage (Feb 2015), Vertica (Feb 2011)
Red Hat 2
JBoss Data Grid (Jun 2006, $420M), InktankProtected
Tweets (Apr 2014, $175M)
Recent IPOs Top Acquisitions
Attunity Jan 2003
Big Data Management Solutions
IPO MCap: -
MongoDB Oct 2017
Provider of NoSQL database
IPO MCap: $1.2B
Cloudera Apr 2017
Commercialised versions of Hadoop distrib…
IPO MCap: $1.9B
Hortonworks Dec 2014
Commercial version of Apache Hadoop
IPO MCap: $666M
WANdisco Jun 2012
Data Replication and downtime recovery in…
IPO MCap: $57.3M

Copyright © 2019, Tracxn Technologies Private Limited. All rights reserved.
FACTSHEET
Funding data excludes Debt, Grants & Post-IPO rounds.
Excludes all details for Chinese companies.
Feed Report - Big Data Infrastructure - Jul 2019
Marketmap: Big Data Infrastructure
BIG DATA STACK
ANALYTICAL PROCESSING
MPP
SPARK
SEARCH
HADOOP
SQL ON HADOOP
REAL TIME PROCESSING
STREAM COMPUTING
IN-MEMORY GRID
MANAGEMENT
CLUSTER
SECURITY
OPERATIONAL PROCESSING
NOSQL
NEWSQL
DOCUMENT STORE
MULTI MODEL
KEY VALUE STORE
Overview
Companies 348
Funded 194 Series A+ 125
Funding $8.5B Last 2 yrs $3.1B
Most Active Investors
Seed Data Collective (3)
Series A/B Intel Capital (4)
Series C+ Sequoia Capital (3)
Others Goldman Sachs (3)
Incubators Techstars (3)
Top Cities
Bay Area 129 Cos $6.5B
New York City 9 Cos $373M
Feed in Numbers
Unicorns 9 Soonicorns 19
Minicorns 36 Editor Picks 78
Acquihired 1 Deadpooled 21
Top Companies
MapR
Technologies
(2009, San Jose, $347M)
Hitachi Vantara (1989, Santa Clara)
Exits
IPOs 5 Cloudera, MongoDB
Acquisitions 67 Hortonworks, Syncsort
Top Acquirers Teradata, Google
DATA
Big Data Infrastructure > Feed Summary > BlueBox
7

Key Sub Sectors in Big Data Infrastructure Sector
Summary of Key Markets
8
Top Markets of Investment Activity
# Cos on
Platform
Last 2 Years
$ Invested # Round
Management Tools >
Data Management 42 $375M 17
Realtime Processing >
Stream Computing 43 $242M 12
Operational Processing > NoSQL >
Wide-column Store 14 $745M 4
Graph Store 18 $136M 8
Management Tools >
Cluster Management 31 $103M 6
Analytical Processing >
Search 22 $114M 4
SQL on Hadoop 15 $54.9M 4
Key Value Store 13 $107M 3
Operational Processing >
NewSQL 16 $63.4M 3
Hadoop 24 $51M 3
Sub Sectors
# Cos
Tracked
#
Funded
Total
Funding
Operational Processing
Companies that provide technologies used for
transactional workloads.
84 48 $2.7B
Analytical Processing
Companies that provide technologies used for
analytical workloads.
87 45 $2.1B
Big Data Stack
Companies that provide a complete stack of
technologies as a single platform for all...
7 5 $1.7B
Management Tools
Companies that provide tools for managing Big Data
infrastructure
77 47 $1.1B
Realtime Processing
Companies that provide technologies for handling
streaming data that flows while the...
60 31 $607M
Application
Companies that provide technologies which support or
enable building and management of...
22 14 $296M
Distributed File System
Companies that provide platforms that unify different
storage systems
11 4 $44.3M
Big Data Infrastructure > Feed Summary > Summary of Key Markets

List of Notable Companies in Big Data Infrastructure
Notable Companies in the Sector
9
Note: *(Founded Year, Location, Total Funding)
Big Data Infrastructure > Feed Summary > Notable Companies in the Sector
Public
Cloudera
(2008, Palo Alto, $1B)*
MongoDB
(2007, New York City, $311M)
WANdisco
(2005, San Ramon)
Acquired
Hortonworks
(2011, Palo Alto, $248M)
Syncsort
(1968, Woodcliff Lake)
Attunity
(1988, Kfar Saba)
JBoss Data Grid
(1993, Atlanta)
Actian
(2005, Redwood City)
AsterData
(2005, San Carlos, $53M)
InktankProtected
Tweets
(2012, Los Angeles, $14.4M)
Altiscale
(2012, Palo Alto, $42M)
Unicorns
Snowflake
(2012, San Mateo, $924M)
Databricks
(2013, San Francisco, $498M)
Snowflake
(2012, San Mateo, $473M)
Collibra
(2008, Brussels, $281M)
Confluent
(2014, Palo Alto, $206M)
MarkLogic
(2001, San Carlos, $172M)

List of Notable Companies by Market in Big Data Infrastructure
Notable Companies by Market (1/6)
11
Big Data Infrastructure > Feed Summary > Notable Companies by Market
Big Data Stack
Big Data Stack
Commercialised versions of Hadoop distributions
Unicorn. Stage: Public
Firsthand Technology Value Fund, Intel, T. Rowe
Price and 17 Other Investors
Hadoop enterprise-grade platform
Soonicorn. Stage: Series E
Lightspeed Venture Partners, CapitalG, Mayfield
and 9 Other Investors
Hortonworks (2011, Palo Alto, $248M)
Unicorn. Stage: Acquired
Hewlett-Packard, BlackRock, Passport Capital and 9
Other Investors
MPP
MPP Database and offers as a Service
Unicorn. Stage: Series E
Altimeter Capital, Iconiq Capital, Sequoia Capital
and 6 Other Investors
AsterData (2005, San Carlos, $53M)
Analytic database system
Stage: Acquired
Sequoia Capital, IVP, Cambrian Ventures and 8
Other Investors
In-Memory
MemSQL (2011, San Francisco, $110M)
In-Memory NewSQL Database
Soonicorn. Stage: Series D
GV, Glynn Capital, Accel and 18 Other Investors

12
Hadoop
Qubole (2011, Santa Clara, $75M)
Big Data services on Cloud
Soonicorn. Stage: Series C
Singtel Innov8, Harmony Partners, Charles River
Ventures and 6 Other Investors
Altiscale (2012, Palo Alto, $42M)
Hosted Hadoop as a Service
Editor's Pick. Stage: Acquired
Northgate Capital, Sequoia Capital, General Catalyst
Partners and 4 Other Investors
Search
Lucidworks (2007, Redwood City, $111M)
Search platform based on Apache Lucene and Solr
Technologies
Top Tier Capital Partners, Silver Lake, Shasta
Elastic (2012, Mountain View, $104M)
Open source search and analytics platform
Index Ventures, New Enterprise Associates,
Benchmark and 3 Other Investors
SQL on Hadoop
Dremio (2015, Mountain View, $45M)
Product based on Apache Drill
Soonicorn. Stage: Series B
Cisco Investments, Norwest Venture Partners,
Lightspeed Venture Partners and 1 Other Investors

13
Spark
Platform to Ingest and Analyze and Visualize Data
on a spark cluster
Andreessen Horowitz, New Enterprise Associates,
Coatue and 9 Other Investors
NoSQL
Data warehouse for cloud and analytics
Unicorn. Stage: Series F
Sequoia Capital, Meritech Capital Partners, Capital
One Growth Ventures and 6 Other Investors
MongoDB (2007, New York City, $311M)
Unicorn. Stage: Public
Red Hat, Intel Capital, In-Q-Tel and 13 Other
Investors
DataStax (2010, Santa Clara, $190M)
Database Platform built on Apache Cassandra
ClearBridge, Cross Creek Advisors, Wasatch
Advisors and 14 Other Investors
MarkLogic (2001, San Carlos, $172M)
Enterprise NoSQL Database
Unicorn. Stage: Series G
NTT Data, Tenaya Capital, Sequoia Capital and 6
Other Investors
NoSQL
Open Source NoSQL Graph Database
One Peak Partners, Morgan Stanley, Creandum and
7 Other Investors
Couchbase (2009, Mountain View, $146M)
NoSQL document oriented database technology
Soonicorn. Stage: Series F
Sorenson Capital, Accel, Adams Street Partners and
9 Other Investors
On-premise and cloud-based products for providing
in-memory database structures
Francisco Partners, Bain Capital Ventures, Viola
Group and 7 Other Investors
Actian (2005, Redwood City)
SQL in Hadoop and MPP Database
Soonicorn. Stage: Acquired
TriplePoint Capital, Garnett & Helfrich Capital

14
Realtime Processing
Stream Computing
Real-time data stream platform on Apache Kafka
Unicorn. Stage: Series D
Sequoia Capital, Index Ventures, Benchmark and 3
Other Investors
Solace (2001, Ottawa)
Data movement platform for routing information
between applications
EdgeStone Capital Partners, Wesley Clover, WP
Global Partners and 1 Other Investors
In-Memory Grid
JBoss Data Grid (1993, Atlanta)
In memory caching
Stage: Acquired
Accel, Matrix Partners, Pinnacle Ventures
InktankProtected Tweets (2012, Los
Angeles, $14.4M)
Scale-out storage software and distributed file
system
Stage: Acquired
Mark Shuttleworth, FinTech Innovation Lab

15
Application
Performance
Unravel Data (2013, Menlo Park, $58M)
Performance Monitoring for Big Data Applications
Point72 Ventures, Harmony Partners, Menlo
Security
Privitar (2015, London, $61M)
Data anonymization and policy, privacy control
based secure big data platform
Accel, Salesforce, 24 Haymarket and 7 Other
Investors
Management Tools
Data Management
Data Governance solutions
Iconiq Capital, Index Ventures, Dawn Capital and 4
Other Investors
Trifacta (2012, San Francisco, $124M)
Self-service data preparation software
Google, Ericsson, Deutsche Borse Group and 12
Other Investors
Tamr (2012, Cambridge, $69.2M)
Automated data cleaning and curation
Pear Tree Funds, Granite Hill Capital Partners,
Fenox Venture Capital and 11 Other Investors
Paxata (2012, Redwood City, $61M)
Adaptive Data Preparation platform
Accenture, Intel Capital, Cisco Investments and 12
Other Investors

16
Management Tools
Data Management
Syncsort (1968, Woodcliff Lake)
Big Data Integration
Bessemer Venture Partners, AlpInvest Partners,
Insight Venture Partners and 4 Other Investors
Attunity (1988, Kfar Saba)
Minicorn. Stage: Acquired
Viola Group, Herald Investment Management,
ProSeed Venture Capital Fund and 1 Other
Investors
WANdisco (2005, San Ramon)
Data Replication and downtime recovery in Hadoop
Minicorn. Stage: Public
Silicon Valley Bank, Herald Investment
Management
Cluster Management
TidalScale (2012, Santa Clara, $84.9M)
Software Scaled Computing
Forte Ventures, Bain Capital Ventures, Hummer
Winblad Venture Partners and 6 Other Investors

List of Notable Companies in Big Data Infrastructure in China
Notable Companies in the Sector in China
17
Big Data Infrastructure > Feed Summary > Notable Companies in the Sector in China
Public
TRS
(1998, Chaoyang)
Unicorns
Transwarp
(2013, Shanghai, $162M)

Recent News in Big Data Infrastructure Sector
Recent News
18
Big Data Infrastructure > Feed Summary > Recent News
Jul 2019
CLDR INVESTOR ALERT: Hagens Berman Reminds Cloudera (CLDR)
Investors of Lead Plaintiff Deadline, Encourages Investors Who
Suffered $50,000+ Losses to Contact the Firm, Business Wire
Jul 2019
Import.io Recognized by KMWorld as a Trend-Setting Product of
2019, GlobeNewswire
Jul 2019
Exasol Breaks TPC-H Benchmark Price-Performance Records on
AMD EPYC Processor, Business Wire
Jul 2019
Centrify Joins Identity Defined Security Alliance Working Groups to
Extend Leadership in Zero Trust, Privileged Access Management,
Business Wire
Jul 2019 CHAOSSEARCH Appoints Derek Schoettle to Board, Business Wire
Jul 2019
Sammy Zoghlami Appointed as Senior Vice President of Sales in
EMEA Region, Business Wire
Jul 2019
Data governance tech scale-up Collibra acquires Czech SaaS startup
SQLdep, Tech.eu
Jul 2019
SAP Recognized as a Leader for Digital Experience Platform by The
Forrester Wave, Technology-Signals
Jul 2019
Cloudera Bucks an Industry Trend, Doubles Down on Open Source,
CBROnline
Jul 2019
Dataform scores $2M to build an ‘operating system’ for data
warehouses, TechCrunch
Jul 2019
Crate.io Receives 2019 IoT Evolution Industrial IoT Product of the
Year Award, GlobeNewswire
Key Recent News Key Recent News
Jul 2019
SAP and Esri deliver first-ever database as a service to ArcGIS
customers, Geospatial Media and Communications
Jul 2019 One Identity solution achieves new SAP certification, SecurityBrief
Jul 2019 Sinequa Raises $23M in Series B Funding, FinSMEs
Jul 2019
K2fly advances resources-focused software-as-a-service model,
Proactive Investors
Jul 2019
Objectivity Announces 2019 Year End Growth and New Product
Availability, GlobeNewswire
Jul 2019
Western Digital’s IntelliFlash™ Family Achieves SAP HANA®
Certification to Accelerate Real-Time Insights for Enterprise
Customers, Business Wire
Jul 2019 SoftServe Joins SAP® PartnerEdge® Open Ecosystem, PR Newswire
Jul 2019
MapR Misses Deadline to Find a Buyer or New Funding,
sdxcentral.com
Jul 2019
https://www.businesswire.com/news/home/20190708005050/en
/MarkLogic%C2%AE-Data-Hub-Service-Achieves-SOC-2/, Business
Wire
Jul 2019 Pivotal Embraces Spinnaker for Continous Delivery, devops.com
Jul 2019
Eurasian partners with SAP, ARC for digitalisation,
miningmagazine.com
Jul 2019
Pivotal Announces Participation in Two Clinical Trials with a Novel
Investigational Immunotherapy Drug to Treat Melanoma and Lung
Cancer, CMOCRO

Contents
Feed Summary
Investment Trends
Market Details
Exit Outlook
Investors
News
Appendix
19
Funding Trends
Median Deal Size and Trend
New Entrants in Funding Club
Distribution of companies by Funding Range
Funding Funnel of the Sector
Top Investments and Investors
Investors in Unicorn club

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Investments ($M) and number of rounds in Big Data Infrastructure; 2012-2019
Global Funding Trends (1/2)
21
Note: Funding excludes Grant, Debt and Post IPO rounds. Excludes all details for Chinese companies
Big Data Infrastructure > Investment Trends > Global Funding Trends
#Rounds
$Funding
3 Year CAGR
6 Year CAGR 6% # of Rounds35% $ Funding
2% # of Rounds
35% $ Funding
$683M
$313M
$635M
$1.7B
$760M
$557M
$944M
$1.9B
$1.2B
0
10
20
30
40
50
60
70
$0k
$200M
$400M
$600M
$800M
$1.B
$1.2B
$1.4B
$1.6B
$1.8B
$2.B
2012 2013 2014 2015 2016 2017 2018 2019*
$ Funding Predicted $ Funding # Rounds Predicted # Rounds

$18M $17M $6M $16M $32M $16M $18M $2M
$120M $251M
$293M
$314M $181M
$284M
$340M $90M
$175M $366M $1.4B $429M $345M $645M $1.5B $591M
2012 2013 2014 2015 2016 2017 2018 2019 YTD
Seed Early Stage Late Stage
14 15 8 20 14 9 7 2
26 29
25
29
24
21 27
7
6 9 14 12 11 17 17 7
2012 2013 2014 2015 2016 2017 2018 2019 YTD
Seed Early Stage Late Stage
46
16
Total # of Rounds
22
Note: Mega Rounds = rounds with size > $20M. Funding excludes Grant, Debt and Post IPO rounds. Excludes all details for Chinese companies
Stage-wise Number of RoundsStage-wise $ Invested
New Entrants in Funded Club
Global Funding Trends (2/2)
Investments ($M) and number of rounds in Big Data Infrastructure; 2012-2019
Big Data Infrastructure > Investment Trends > Global Funding Trends
33
16
23
15
9
9
3
108
$3.8M
$4.7M
$0.0M
$1.0M
$2.0M
$3.0M
$4.0M
$5.0M
$6.0M
$7.0M
$8.0M
$9.0M
0
20
40
60
80
100
120
2013 2014 2015 2016 2017 2018 2019 YTD Total
Entrants in Funding Club Avg. Ticket Size
$3.8M $5.6M $3.6M $3.3M $8.2M $6.7M $1.8M $4.7M
$313M
$683M
Total $ Invested
$631M
$152M
$354M
$1.6B
$524M
$377M
$774M
$1.6B
$1.1B12
0
2
4
6
8
10
12
14
16
18
20
0
200000000
400000000
600000000
800000000
1E+09
1.2E+09
1.4E+09
1.6E+09
1.8E+09
2012 2013 2014 2015 2016 2017 2018 2019 YTD
$ Funding Predicted $ Funding # of Rounds Predicted # Rounds
Mega Rounds
4 7 15 14 11 16 18 7

Big Data Infrastructure > Investment Trends > Funding Trends by Geography
Investments ($M) and number of rounds in Big Data Infrastructure
Funding Trends by Geography
Funding Trends by Geography Top Cities of Funding
City $ Funding # Rounds
Bay Area 6.5B 275
New York City 373M 20
Brussels 281M 7
Cambridge 245M 25
Tel Aviv 173M 12
Herzliya 117M 11
San Diego 94.7M 8
Boston 82.5M 18
London 63M 7
Lexington 48.3M 8
Total Funding
82
41
28
1
3
3
# Rounds
$7.6B
$420M
$328M
$10M
$9.5M
$6M
US
Europe
Israel
SEA
New
Zealand
Australia
Note: Excludes funding information of China companies

Trend of Average Deal Size ($M)
$1.7
$1.3
$0.9 $1.2
$2.6 $2.3 $2.6
2012 2013 2014 2015 2016 2017 2018
Big Data Infrastructure > Investment Trends > Median Deal Size and Trend
Median and Average Deal Size in $M (per Stage) in Big Data Infrastructure; 2012-2018
Median Deal Size and Trend
Note: Excludes funding information of Chinese companies. *Graph not to scale
Median Deal Size and Range
$10K* $10M
$500K $31M
$270K $40M
$1.5M $740M
$35M
$14M
$6.9M
$1.5M
Series C+
Series B
Series A
Seed
Stage
$7.3
$11.0
$17.7 $17.2
$13.9
$17.1 $16.2
$29.2 $40.7
$110.8
$39.0 $34.5 $46.0
$95.0
$4.3
$7.7 $6.2 $7.3 $6.4
$11.8 $9.9

Note: 53 companies with undisclosed funding amount are not included
25
<$1M
$1-10M
$10-50M
$50-100M
$100M+
Funding Range
9
42
66
15
18
No. of Companies
Big Data Infrastructure > Investment Trends > Distribution of companies by Funding Range
No. of companies by funding range in Big Data Infrastructure; as of Jul 2019
Distribution of companies by Funding Range
$2M
$167M
$1.7B
$1.B
$5.6B
$ Investment

Stage No. of Companies
Funding
Funnel
100%
56%
36%
24%
14%
26
Note: Numbers in the brackets show the count of companies
Time to raise
next round
47
84
125
194
348
Series C+
Series B
Series A
Funded
Founded
Next
Round
100M+
Valuation
Exits
Acqui-
Hired
Dead
Pooled
Others
56% 10%
(34)
4%
(14)
0%
(1)
6%
(21)
38%
(132)
64% 18%
(34)
7%
(14)
1%
(1)
6%
(11)
29%
(57)
67% 23%
(29)
6%
(8)
1%
(1)
2%
(3)
30%
(37)
56% 32%
(27)
7%
(6)
- 2%
(2)
42%
(35)
- 47%
(22)
11%
(5)
- 2%
(1)
36%
(17)
Big Data Infrastructure > Investment Trends > Funding Funnel
Number of companies progressing to subsequent funding stages in Big Data Infrastructure
Funding Funnel
15 Months
18 Months
18 Months
Investment backedBootstrapped
19
9
50
5
17
Soonicorns
Unicorns
Acquisitions
IPOs

Note: Seed Stage (Seed, Angel), Early Stage (Series A, Series B), Late Stage (Series C+, PE)
Big Data Infrastructure > Investment Trends > Notable Investments in last 24 months
Major funding rounds by Stage in Big Data Infrastructure; Jul 2017-Jul 2019
Notable Investments in last 24 months (1/7)
LATE STAGE
$450M - Series F Oct 2018
Sequoia Capital, Meritech Capital Partners, Capital
One Growth Ventures, Madrona Venture Group,
Wing Venture Capital, Redpoint Ventures, Iconiq
Capital, Altimeter Capital, Sutter Hill Ventures
$270M - Series E Jan 2018
Iconiq Capital, Altimeter Capital, Sequoia Capital,
Capital One Growth Ventures, Redpoint Ventures,
Madrona Venture Group, Wing Venture Capital,
Sutter Hill Ventures
Altimeter Capital, Iconiq Capital, Sequoia Capital,
Capital One Growth Ventures, Madrona Venture
Group, Redpoint Ventures, Sutter Hill Ventures,
Wing Venture Capital
LATE STAGE
$250M - Series E Feb 2019
Platform to Ingest and Analyze and Visualize Data on
a spark cluster
Coatue, Microsoft
$153M - Series E Aug 2018
Hadoop enterprise-grade platform
Lightspeed Venture Partners, CapitalG, Mayfield,
New Enterprise Associates, Qualcomm Ventures,
Redpoint Ventures
$140M - Series D Aug 2017
on a spark cluster
Battery Ventures, Geodesic Capital, Green Bay
Ventures, Future Fund, A Capital Venture
LATE STAGE
$125M - Series D Jan 2019
Sequoia Capital, Index Ventures, Benchmark
Iconiq Capital, Index Ventures, Dawn Capital, Battery
Ventures, CapitalG
$80M - Series E Nov 2018
Open Source NoSQL Graph Database
One Peak Partners, Morgan Stanley, Creandum,
Eight Roads Ventures, Greenbridge Partners
$60M - Series E Feb 2019
Francisco Partners, Bain Capital Ventures, Viola
Group, Dell Technologies, Goldman Sachs

LATE STAGE
Iconiq Capital, Battery Ventures, Dawn Capital, Index
Ventures, Newion Investments
$50M - Series E May 2018
Lucidworks (2007, Redwood City, $111M)
Search platform based on Apache Lucene and Solr
Technologies
Top Tier Capital Partners, Silver Lake, Shasta
Ventures, AllegisCyber, Granite Ventures
Google, Ericsson, Deutsche Borse Group, Accel,
Cathay Innovation, Greylock Partners, Ignition
Partners, Ridge Ventures, Columbia Pacific Advisors,
New York Life Ventures
LATE STAGE
$47.4M - Series C Dec 2017
Iconiq Capital
$44M - Series D Aug 2017
Bain Capital Ventures, Viola Group, Dell
Technologies, Goldman Sachs Investment Partners
$35M - Series C Sep 2018
StreamSets (2014, San Francisco, $67.5M)
Streaming data flow management
Harmony Partners, Tenaya Capital, Battery
Ventures, New Enterprise Associates
$35M - Series C May 2019
Point72 Ventures, Harmony Partners, Menlo
Ventures, GGV Capital, M12
LATE STAGE
$33.2M - Series C Dec 2017
Maana (2012, Palo Alto, $73.2M)
Provider of analytics and knowledge graph platform
for multi-industry applications
CICC, Accenture, Intel Capital, GE Ventures, Saudi
Aramco Energy Ventures, Eight Square Capital, Sino
Capital Group, Chevron, Shell Technology Ventures
$30.6M - Series E Dec 2018
NuoDB (2010, Cambridge, $88.1M)
InMemory based Durable SQL Database
Temenos, Hummer Winblad Venture Partners,
Longworth Venture Partners, Dassault Systems,
Morgenthaler
$30M - Series D May 2018
MemSQL (2011, San Francisco, $110M)
GV, Glynn Capital, Accel, Caffeinated Capital, Data
Collective, IA Ventures

LATE STAGE
$25M - Series C Nov 2017
Qubole (2011, Santa Clara, $75M)
Big Data services on Cloud
Singtel Innov8, Harmony Partners, Charles River
Ventures, Lightspeed Venture Partners, Norwest
Venture Partners, IVP
$25M - Series C Oct 2018
Infoworks (2014, San Jose, $45M)
Big data platform on Hadoop
New Enterprise Associates, Nexus Venture Partners,
Centerview Capital
$21.8M - Series D Nov 2017
NuoDB (2010, Cambridge, $88.1M)
InMemory based Durable SQL Database
Hummer Winblad Venture Partners, Longworth
Venture Partners, Morgenthaler
$21.5M - Series C Jun 2019
Hazelcast (2008, Palo Alto, $38.1M)
Open source In-memory data grid
C5 Capital, Bain Capital Ventures, Earlybird Venture
Capital, Capital One Growth Ventures
LATE STAGE
$14.5M - Series C Oct 2018
Waterline Data (2013, Mountain View, $39M)
Automated data cataloging platform
Jackson Square Ventures, Partech, Infosys, Menlo
Ventures
$10M - Series C Apr 2018
Scylla (2012, Herzliya, $35M)
Cassandra-compatible NoSQL data store
TLV Partners, Bessemer Venture Partners,
Qualcomm Ventures, Magma Venture Partners,
Western Digital
$8.2M - Series C Jul 2017
VoltDB (2009, Santa Clara, $31.6M)
Open Source In-Memory NewSQL Database
$5M - Series D Sep 2017
Capital One Growth Ventures
LATE STAGE
$1.5M - Series C Mar 2018
Infosys
Series E Jun 2018
Platform to Ingest and Analyze and Visualize Data on
a spark cluster
Founders Future
Series D Sep 2017
Series D Nov 2017
Accenture

EARLY STAGE
$40M - Series B Jun 2019
Accel, Salesforce, 24 Haymarket, IQ Capital, Partech
$33M - Series B Jul 2017
iguazio (2014, Herzliya, $48M)
Streaming analytics platform for multiple industries
Verizon Ventures, Robert Bosch Venture Capital,
CME Group, Pitango Venture Capital, Magma
Venture Partners, Jerusalem Venture Partners, Dell
Technologies
$31M - Series A Sep 2017
TigerGraph (2012, Redwood City, $31M)
Graph database for massive parallel processing
Qiming Venture Partners, Baidu, Ant Financial, AME
Cloud Ventures, Morado Ventures, Danhua Capital,
Data Collective
EARLY STAGE
$27M - Series B Dec 2018
Forte Ventures, Bain Capital Ventures, Hummer
Winblad Venture Partners, Sapphire Ventures,
Infosys, SK hynix
$27M - Series B Nov 2017
StrongBox Data Solutions (2016, Austin,
$27M)
Storage management and archive solutions
Fonds de solidarite FTQ, Partner One Software
$25M - Series B Jan 2018
Norwest Venture Partners, Lightspeed Venture
Partners, Redpoint Ventures
EARLY STAGE
Fauna (2012, San Francisco, $29.5M)
A multi-model database capable to supporting SQL,
document and graphical methods of storing data
Point72 Ventures, GV, Costanoa Venture, Charles
River Ventures, Data Collective, Quest Venture
Partners, Webb Investment Network, Ulu Ventures,
Afore Capital, Capital One Growth Ventures, Naver,
NHN Entertainment, LINE Ventures
$24M - Series B Oct 2018
SK hynix, Infosys, Sapphire Ventures, Hummer
Winblad Venture Partners, Bain Capital Ventures
$23.6M - Series A Jun 2018
$21.5M - Series A Nov 2018
Rockset (2016, San Mateo, $24.5M)
Serverless search and analytics solution for data-
driven apps
Greylock Partners, Sequoia Capital

EARLY STAGE
$20M - Series B Jun 2018
Immuta (2014, College Park, $33.2M)
Policy driven data security and auditing solutions
DFJ, Dell Technologies, Citi, Drive Capital, Greycroft
Partners
Fenox Venture Capital, New Enterprise Associates,
GV, Alumni Ventures Group, Samsung Venture
Investment
$18M - Series B May 2019
Equalum (2015, Petah Tikva, $25M)
Real-Time Data Pipeline for Analytics
Planven Investments, United Ventures, Innovation
Endeavors, General Electric
EARLY STAGE
$17M - Series B Aug 2018
Robin Systems (2013, Milpitas, $39M)
Provides high performance operating
infrastructures for Big data technologies.
USAA, Hasso Plattner Ventures, Clear Ventures, DN
Capital
Robin Systems (2013, San Jose, $17M)
Data management platform for Big Data
Hasso Plattner Ventures, USAA, Clear Ventures, DN
Capital
$16M - Series B Feb 2019
Splice Machine (2012, San Francisco, $55.9M)
Relational Database powered by HBASE and Hadoop
GreatPoint Ventures, Allen Miner, Salesforce,
Concur, Accenture
EARLY STAGE
$16M - Series A Jul 2017
CME Group, Salesforce, IQ Capital, 24 Haymarket,
Illuminate Financial, Partech
$15M - Series B Oct 2017
GGV Capital, Menlo Ventures, M12
Instaclustr (2013, San Mateo, $26.5M)
Services related to the support and maintenance of
databases
Level Equity, Bailador, ANU Connect Ventures, Our
Innovation Fund

EARLY STAGE
Panoply (2015, Tel Aviv, $21.3M)
Real-time data warehouse and management
platform for non DBAs
C5 Capital, Intel Capital, Blumberg Capital, 500
Startups
$11.6M - Series A Dec 2017
ArangoDB (2014, Cologne, $20.8M)
Multi-model NoSQL database
Bow Capital, Target Partners
$11M - Series A Jun 2018
Crate (2013, Berlin, $19.2M)
Real time data store with SQL based search
Zetta Venture Partners, Draper Esprit, Momenta
Partners, Mike Chalfen, Solomon Hykes, Vito
Ventures, Charlie Songhurst
$10M - Series B Sep 2018
Pear Tree Funds, Granite Hill Capital Partners
EARLY STAGE
Cazena (2014, Sunnyvale, $38M)
Big Data as a Service
Andreessen Horowitz, Formation 8, North Bridge,
Persistent Systems
$9.1M - Series B Feb 2018
Stardog Union (2010, Washington D.C., $20.5M)
Quick graph database
$8.9M - Series B Dec 2017
Splice Machine (2012, San Francisco, $55.9M)
Relational Database powered by HBASE and Hadoop
Correlation Ventures, InterWest Partners, Mohr
Davidow Ventures, Salesforce
$8.5M - Series B Jan 2019
Alluxio (2015, San Francisco, $16M)
Memory Centric Virtual Distributed Storage System
Andreessen Horowitz, Seven Seas Partners
EARLY STAGE
$6.1M - Series A Oct 2017
Grotech Ventures, Boulder Ventures, Core Capital
Partners
Cisco Investments
$5M - Series A Nov 2017
Innovation Endeavors, GE Ventures
$3M - Series A Jan 2018
Grotech Ventures, Core Capital Partners, Boulder
Ventures

EARLY STAGE
$1.5M - Series A Sep 2018
Infosys
Series B Mar 2019
Streaming analytics platform for multiple industries
Samsung SDS
Series A Dec 2018
Citigroup
SEED STAGE
$3M - Seed Dec 2017
DGraph (2015, Sydney, $6M)
Open-Source Distributed Graph Database
AirTree Ventures, Bain Capital Ventures, Atlassian,
Blackbird Ventures
$2M - Seed Jul 2019
Dataform (2018, London, $2M)
Data management solution for data analytics
LocalGlobe
$1.9M - Seed Nov 2017
DGraph (2015, Sydney, $6M)

Big Data Infrastructure > Investment Trends > Notable Investments in last 24 months in China
Notable Investments in last 24 months in China
LATE STAGE
$104M - Series D Feb 2019
Transwarp (2013, Shanghai, $162M)
Hadoop distribution for big data analytics
TCL Equity Investment, Shenzhen Capital Group
Series C Sep 2018
SequoiaDB (2012, Shenzhen, $20M)
Open source, document-oriented NoSQL Database
Harvest Investment Management
EARLY STAGE
$65.2M - Series B Nov 2018
Yunnan Shangda Big Data Industry
Development (2014, Guiyang, $65.2M)
Data management solution for the Big Data
infrastructures and cloud infrastructure
Moutai
$21.1M - Series A Jun 2018
Digital Technology (2016, Hangzhou, $36M)
Digital platform to implement a Big Data solution
Yunfeng Capital
$14.9M - Series A Mar 2019
Paradise Silicon Valley Asset Management Group,
IDG Capital
SEED STAGE
Seed Oct 2018

Most Active Investors (VC, PE) by Stage in Big Data Infrastructure; Last 5 years (Jul 2014-Jul 2019)
Most Active VC & PE Investors
35
Big Data Infrastructure > Investment Trends > Most Active VC & PE Investors
SEED STAGE
Data Collective(3 Investments)
Fauna, Pachyderm, Kodiak Data
1
Blumberg Capital(2 Investments)
Panoply, Pachyderm
2
Bain Capital Ventures
DGraph
3
Charles River Ventures
Fauna
4
Foundation Capital
Pachyderm
5
Wellington Partners Venture Capital
Edge Intelligence
6
Draper Esprit
Crate
7
RRE Ventures
Wallaroo Labs
8
Industrifonden
Starcounter
9
Partech
Quasardb
10
EARLY STAGE
Intel Capital(4 Investments)
Maana, Striim, Imanis Data
1
Redpoint Ventures(4 Investments)
Snowflake, Snowflake, Cockroach Labs
2
Index Ventures(3 Investments)
Collibra, Confluent, Cockroach Labs
3
Wing Venture Capital (3 Investments)
Snowflake, Snowflake, Pepperdata
4
New Enterprise Associates(2 Investments)
Databricks, StreamSets
5
Accel (2 Investments)
StreamSets, Privitar
6
Norwest Venture Partners (2 Investments)
Qubole, Dremio
7
DFJ (2 Investments)
Immuta, Bright Computing
8
GV (2 Investments)
Cockroach Labs, Fauna
9
Andreessen Horowitz (2 Investments)
Cazena, Alluxio
10
LATE STAGE
Sequoia Capital(3 Investments)
Snowflake, Snowflake, Confluent
1
Harmony Partners (3 Investments)
Qubole, StreamSets, Unravel Data
2
Battery Ventures(2 Investments)
Databricks, Collibra
3
Madrona Venture Group (2 Investments)
Snowflake, Snowflake
4
CapitalG(2 Investments)
MapR Technologies, Collibra
5
Capital One Growth Ventures(2
Investments)
Snowflake, Hazelcast
6
New Enterprise Associates
Infoworks
7
Intel Capital
Paxata
8
GV
MemSQL
9
IVP
Qubole
10

Big Data Infrastructure > Investment Trends > Most Active Ecosystem Investors
Top Ecosystem Investors in Big Data Infrastructure; Last 5 years (Jul 2014-Jul 2019)
Most Active Ecosystem Investors
INCUBATOR/ACCELERATOR
Techstars(3 Investments)
BlazingDB, Appbase, LiquidLandscape
1
Alchemist Accelerator(3 Investments)
28.io, Qbox, nCorium
2
The Fabric (2 Investments)
Kmesh, Cancun Systems
3
Jerusalem Venture Partners
iguazio
4
500 Startups
Panoply
5
Y Combinator
Pachyderm
6
Citi Ventures
Pepperdata
7
Capital Factory
Eventador.io
8
Founders Future
Databricks
9
Portland Seed Fund
Megh Computing
10
OTHER NOTABLE INVESTORS
Goldman Sachs(3 Investments)
MongoDB, Redis Labs, Syncsort
1
GE Ventures(3 Investments)
Maana, Equalum, SnappyData
2
Iconiq Capital(3 Investments)
Snowflake, Snowflake, Collibra
3
Accenture(3 Investments)
Maana, Paxata, Splice Machine
4
Infosys(3 Investments)
Trifacta, TidalScale, Waterline Data
5
Salesforce(2 Investments)
Privitar, Splice Machine
6
General Electric(2 Investments)
Tamr, Equalum
7
Google(2 Investments)
Trifacta, Levyx
8
USAA(2 Investments)
Robin Systems, Robin Systems
9
Samsung Venture Investment(2
Investments)
Tamr, Scylla
10
DEBT INVESTORS
Silicon Valley Bank(3 Investments)
MapR Technologies, Redis Labs, WANdisco
1
KKR
Penguin Computing
2
Lighter Capital
Qbox
3
Trinity Capital Investment
Lucidworks
4

Big Data Infrastructure > Investment Trends > Investors in Unicorn club
Investors in Unicorn Club (1/4)

Big Data Infrastructure > Investment Trends > Unicorn Investors in the Sector
Unicorn Investors in the Sector

Contents
Feed Summary
Investment Trend
Market Details
Exit Outlook
Investors
News
Appendix
42
BlueBox
Key Sub Sectors
Detailed Sector Taxonomy
Top Markets of Investment Activity
Top Markets of Early Stage Investors
Market Deep Dive

Some more Sector Reports you might want to check out
Join 4000+ people taking sharper decisions with Tracxn
Operating Systems
Jun 2019
Build Tools
Jun 2019
PaaS
Jun 2019

Marketmap: Big Data Infrastructure
44
Big Data Infrastructure > Market Details > BlueBox

Key Sub Sectors
45
Key Sub Sectors in Big Data Infrastructure
Market Top Companies
# Cos
Tracked
#
Funded
Total
Funding
Companies that provide technologies used for transactional workloads.
MongoDB (2007, New York City, Public)
84 48 $2.7B
Companies that provide technologies used for analytical workloads.
Elastic (2012, Mountain View, $104M)
87 45 $2.1B
Big Data Stack
Companies that provide a complete stack of technologies as a single platform for all Big Data
needs of a customer
Cloudera (2008, Palo Alto, Public)
MapR Technologies (2009, San Jose,
$347M)
7 5 $1.7B
Management Tools
Companies that provide tools for managing Big Data infrastructure
Attunity (1988, Kfar Saba, Acquired)
WANdisco (2005, San Ramon, Public)
77 47 $1.1B
Realtime Processing
Companies that provide technologies for handling streaming data that flows while the
compute logic is at rest.
Solace (2001, Ottawa, Acquired)
GridGain (2007, Foster City, $31.5M)
60 31 $607M
Application
Companies that provide technologies which support or enable building and management of
Big Data applications
Dataguise (2007, Fremont, $30M)
22 14 $296M
Companies that provide platforms that unify different storage systems
Alluxio (2015, San Francisco, $16M)
InktankProtected Tweets (2012, Los
Angeles, Acquired)
11 4 $44.3M
Big Data Infrastructure > Market Details > Key Sub Sectors

Detailed Sector Taxonomy (1/3)
46
Big Data Infrastructure > Market Details > Detailed Sector Taxonomy

47

48

Rank Market
Last 2 Years
$ Invested # Round Top Funded Company
1
(-)
Management Tools > Data Management
Companies that provide data management and data protection platforms
(Companies covered 42 | Funded 29 | Total Funding $728M)
$375M
(+$151M)
17
(-1)
Collibra
(2008, Brussels, $281M)
2
(+10)
Analytical Processing > Spark
Companies that build platforms on top of Apache Spark that provide easy build and deployment of
realtime analytics solutions
$393M
(+$333M)
5
(+3)
Databricks
3
(-)
Realtime Processing > Stream Computing
Companies that offer real time data streaming and analysis platforms
$242M
(+$117M)
12
(+2)
Confluent
(2014, Palo Alto, $206M)
4
(+2)
Operational Processing > NoSQL > Wide-column Store
Companies that provide databases where data is organized as columns instead of as rows unlike a
relational database
$745M
(+$622M)
4
(+1)
Snowflake
(2012, San Mateo, $924M)
5
(+2)
Operational Processing > NoSQL > Graph Store
Companies that build technologies to store data that has a lot of co-relations and can be modeled as a
graph.
$136M
(+$84.5M)
8
(+3)
Neo4j
6
(-3)
Management Tools > Cluster Management
Companies that provide Big Data cluster management solutions
$103M
(+$33.1M)
6
(-2)
TidalScale
(2012, Santa Clara, $84.9M)
7
(-2)
Analytical Processing > Search
Companies that build technologies to solve the challenges of search in large data
$114M
(+$61.3M)
4
(-1)
Lucidworks
(2007, Redwood City, $111M)
49
Note: The numbers in the bracket represent the change in a 2 year period.
Top Markets of Investment Activity (1/2)
Top Markets by Funding in Big Data Infrastructure in last 2 years (July 2017 - June 2019)
Big Data Infrastructure > Market Details > Top Markets of Investment Activity

Top Markets of Investment Activity (2/2)
Big Data Infrastructure > Market Details > Top Markets of Investment Activity

Rank Market # Investments Key Investments
1
Analytical Processing > Search
Companies that build technologies to solve the challenges of search in large data
(Companies created 22 | Funded 9 | Total Funding $326M )
1 Rockset (2016, San Mateo, $24.5M)
2
Application > Security
Companies that provide a platform for big data security by classifying and enforcing access control
1 Privitar (2015, London, $61M)
3
Management Tools > Data Management
Companies that provide data management and data protection platforms
1 Immuta (2014, College Park, $33.2M)
4
Realtime Processing > Stream Computing
Companies that offer real time data streaming and analysis platforms
1 Streaml (2016, Palo Alto, $7.5M)
Note: Investors considered - Sequoia Capital, Accel Partners, Andreessen Horowitz, NEA, Greylock Partners, General Catalyst Partners, Benchmark Capital, KPCB, Khosla Ventures, Redpoint Ventures, Founders Fund, SV Angel, Index Ventures, Bessemer
Venture Partners, Lightspeed Venture Partners, Venrock, Draper Fisher Jurvetson, Institutional Venture Partners, Intel Capital, Battery Ventures
51
Top Markets of Early Stage Investors
Top Markets where Early Stage Investors are investing in last 2 years (July 2017 - June 2019)
Big Data Infrastructure > Market Details > Top Markets of Early Stage Investors

Incubators 500 Startups (#1), Bethnal Green Ventures (#1)
Seed Bessemer Venture Partners (#1), Mayfield (#1)
Series A/B Intel Capital (#2), Accel (#2)
Series C+ Ignition Partners (#1), Battery Ventures (#1)
Imanis Data May - 2019
Acq by Cohesity
Attunity Jan - 2003
IPO'd on NASDAQ
Xplenty Dec - 2018
Acq by Xenon Ventures
Podium Data Jul - 2018
Acq by QlikTech
Syncsort Jul - 2017
Acq by Centerbridge Partners for $1.3B
Simba Technologies Aug - 2016
Acq by Magnitude Software
Onyara Aug - 2015
Acq by Hortonworks
$2M - Seed
$3.3M - Series A
Kmesh (2017, Santa Clara, $3.3M)
$100M - Series E
$14.5M - Series C
Waterline Data (2013, Mountain
View, $39M)
$10M - Series B
$17M - Series B
Jul 2019
Data governance tech scale-up Collibra acquires Czech SaaS
startup SQLdep, Tech.eu
Jul 2019
Dataform scores $2M to build an ‘operating system’ for data
warehouses, TechCrunch
Jun 2019
IBM partners with Trifacta to simplify data preparation,
Gigabit Magazine
Jun 2019
AWS S3 server leaks data from Fortune 100 companies:
Ford, Netflix, TD Bank, ZDNet
Jun 2019
Ford, TD Bank Files Found Online in Cloud Data Exposure,
BloombergQuint
Jun 2019
Panoply Named a 2019 "Cool Vendor" in Data Management
by Gartner, PR Newswire
Jun 2019
WANdisco announces $750k contract with Chinese mobile
phone firm, Prolific North
Jun 2019
Immuta Delivers Automated Data Governance as a Managed
Service via AWS Marketplace, Business Wire
Jun 2019
Tamr Launches Spring 2019 Release of Flagship Data
Unification System, AiThority
Jun 2019 Solix Reinvents Data Archiving in the Cloud, TechFunnel
Jun 2019
Belfast's Analytics Engines selected for £20m GovTech
digital transformation challenge, Sync NI
Jun 2019
WANdisco aims to simplify large-scale cloud migrations with
LiveMigrator, SiliconAngle
Jun 2019
Immuta, LMI Offer New Platform for DoD Weapons
Maintenance, ExecutiveBiz
May 2019
New IoT partnership to Monitor the World’s Water
Resources, Satnews
News
9
5
16
29
42
M&A/IPO
Series C+
Series A+
Funded
Companies
Covered
Funding Funnel
Management Tools > Data Management: Market Factsheet
52
Exits
Recent InvestmentsCompanies that provide data
management and data protection
platforms
Attunity
(1988, Kfar Saba)
WANdisco
(2005, San Ramon)
Syncsort
(1968, Woodcliff Lake)
Immuta
(2014, College Park, $33.2M)
Collibra
(2008, Brussels, $281M)
Top Companies
#1 Top Markets of Investment Activity
Big Data Infrastructure > Market Details > Market: Data Management
Companies Created 42 | Funded 29 | Total Funding $728M
0
10
20
$0k
$200M
$400M
2014 2015 2016 2017 2018
Predicted Funding YoY Funding
Rounds Predicted Rounds
YoY Funding and Rounds
Market: Data Management

Management Tools > Data Management: Top Companies
Market: Data Management (1/2)
Analyst’s Pick
Iconiq Capital, Index Ventures, Dawn Capital and 4
Other Investors
Google, Ericsson, Deutsche Borse Group and 12
Other Investors
Pear Tree Funds, Granite Hill Capital Partners,
Fenox Venture Capital and 11 Other Investors
Accenture, Intel Capital, Cisco Investments and 12
Other Investors
Analyst’s Pick
Minicorn. Stage: Series C
Jackson Square Ventures, Partech, Infosys and 3
Other Investors
Immuta (2014, College Park, $33.2M)
Policy driven data security and auditing solutions
Minicorn. Stage: Series B
DFJ, Dell Technologies, Citi and 9 Other Investors
Panoply (2015, Tel Aviv, $21.3M)
Real-time data warehouse and management
platform for non DBAs
Minicorn. Stage: Series A
C5 Capital, Intel Capital, Blumberg Capital and 5
Other Investors
Data management platform for Big Data
Hasso Plattner Ventures, USAA, Clear Ventures and
2 Other Investors
Analyst’s Pick
Podium Data (2014, Boston, $11.5M)
Enterprise Data Lake Management Platform
David Dolby, Converge, Dolby Family Ventures
Kmesh (2017, Santa Clara, $3.3M)
SaaS platform for data management
Editor's Pick. Stage: Series A
The Fabric, March Capital Partners
Data management solution for data analytics
Minicorn. Stage: Seed
LocalGlobe, PT Prasetia Dwidharma
Bessemer Venture Partners, AlpInvest Partners,
Insight Venture Partners and 4 Other Investors

Management Tools > Data Management: Top Companies
Market: Data Management (2/2)
Analyst’s Pick
Viola Group, Herald Investment Management,
ProSeed Venture Capital Fund, Quan Fund
Solix Technologies (2002, Santa Clara)
Enterprise Data Management Solutions for ILM
program
Minicorn. Stage: Unfunded
Minicorn. Stage: Public
Silicon Valley Bank, Herald Investment
Management
Arcitecta (1998, Northcote)
Data management platform
Editor's Pick. Stage: Unfunded
Gamma Networks (2017, Sunnyvale)
Data management and provisioning platform
Editor's Pick. Stage: Funded
WorldQuant Ventures

Note: Overall Rating is a combination of Funding and Team rating, along with Execution, Size and Growth metrics
55
Management Tools > Data Management: Leaderboard
Better than Market Average
Market: Data Management
Overall
Rating
Company
Name
Year Location Stage
Funding
($M)
Funding
Rounds
Team
Rating
Execution Quality Size Metrics 6M Growth Metrics
App
Rating
App UI
Web
UI
Social
Followers
Mobile
Downloads
Mobile
Reviews
News
Mentions
Mobile
Reviews
Social
Followers
Δ % Δ %
5.0 Tamr 2012 Cambridge Series B $69.2M 5 5 - - - 3.7k - - 12 - - 261 8%
4.9 Collibra 2008 Brussels Series E $281M 7 5 - - - 4.6k - - 27 - - 288 7%
4.8 Immuta 2014
College
Park
Series B $33.2M 4 4 - - - 643 - - 32 - - 98 18%
4.7
Waterline
Data
2013
Mountain
View
Series C $39M 4 5 - - - 2.2k - - 18 - - 86 4%
4.6 Attunity 1988 Kfar Saba Acquired - 4 5 - - - 3.8k - - 60 - - 224 6%
4.5 Trifacta 2012
San
Francisco
Series D $124M 7 5 - - - 11.2k - - 25 - - 187 2%
4.4 Imanis Data 2013 San Jose Acquired $30M 2 4 - - 4 616 - - 11 - - 30 5%
4.2 WANdisco 2005 San Ramon Public - 4 - - - - 7.8k - - 59 - - 45 1%
4.1 Paxata 2012
Redwood
City
Series D $61M 6 5 - - - 1.9k - - 16 - - 46 3%
4.1 Syncsort 1968
Woodcliff
Lake
Acquired - 3 4 - - - 3.4k - - 44 - - 50 2%
3.8 Panoply 2015 Tel Aviv Series A $21.3M 3 4 - - - 7k - - 18 - - -87 -1%
3.3 Xplenty 2012 Tel Aviv Acquired $7M 3 - - - - 5k - - 3 - - -102 -2%
3.3 Atavium 2016
Minnetonk
a
Series A $8.7M 1 4 - - 3 100 - - 1 - - 4 4%
3.2 Podium Data 2014 Boston Acquired $11.5M 2 - - - - - - - 12 - - -14
-
100%

Incubators Portland Seed Fund (#1), Founders Future (#1)
Seed Oregon Angel Fund (#1), Rogue Venture Partners (#1)
Series A/B New Enterprise Associates (#1), Andreessen Horowitz (#1)
Series C+ Battery Ventures (#1), Future Fund (#1)
Sigmoid Analytics Dec - 2018
Acq by Google
$250M - Series E
Databricks (2013, San Francisco,
$498M)
$1.8M - Seed
Megh Computing (2017, Portland,
$3.3M)
$1.5M - Seed
Megh Computing (2017, Portland,
$3.3M)
Series E
$498M)
$140M - Series D
$498M)
$60M - Series C
$498M)
Series B
$498M)
$33M - Series B
$498M)
Jun 2019
Hitachi Vantara to move Ireland delivery centre to
Hyderabad, Business Line
Jun 2019
Databricks Accelerates APJ Expansion Following $250
Million Funding Round, AiThority
Jun 2019
Databricks and Booz Allen Team to Bring Unified Analytics
to US Government Clients, Business Wire
Jun 2019
Hitachi Vantara appoints new regional director for East and
West Africa, Telecompaper
May 2019
Hitachi Vantara to Offer Data Services to Public Sector Under
immixGroup’s IT Schedule 70 Contract, ExecutiveBiz
May 2019
Hitachi Vantara Intros Lumada Video Insights as Video, IoT
Analytics, The Fast Mode
May 2019
Talend Announces Support for Delta Lake Open Source
Project, Talend
May 2019
Hitachi Vantara Appoints Catriona Fallon as Chief Financial
Officer, GlobeNewswire
Apr 2019 Hitachi Vantara appoints A/NZ channel chief, Reseller
Apr 2019
Delta Lake gives Apache Spark data sets new powers,
TechCentral Ireland
Apr 2019
Databricks open-sources Delta Lake, its next-gen data lake
platform, Computing
Mar 2019
Databricks Opens New Data Analytics EMEA Headquarters,
Data Economy
Mar 2019
Sigmoid Delivers Next-Generation Analytical Solution
'SigView' to OpenX, PR Newswire
Feb 2019
Hitachi Vantara appoints Moti Uttam as country manager for
Malaysia, Digital News Asia
News
1
1
1
4
8
M&A/IPO
Series C+
Series A+
Funded
Companies
Covered
Funding Funnel
Analytical Processing > Spark: Market Factsheet
56
Exits
Recent InvestmentsCompanies that build platforms on
top of Apache Spark that provide
easy build and deployment of
realtime analytics solutions
Hitachi Vantara
(1989, Santa Clara)
Databricks
Megh Computing
(2017, Portland, $3.3M)
Sigmoid Analytics
(2013, Bangalore)
Apache Spark
(2010, Delaware)
Top Companies
Big Data Infrastructure > Market Details > Market: Spark
0
2
4
6
$0k
$50M
$100M
$150M
2014 2015 2016 2017 2018
Market: Spark

Analytical Processing > Spark: Top Companies
Market: Spark
Analyst’s Pick
on a spark cluster
Coatue and 9 Other Investors
Megh Computing (2017, Portland, $3.3M)
Platform for real time analytics
Editor's Pick. Stage: Seed
Rogue Venture Partners, Oregon Angel Fund,
Revolution and 2 Other Investors
Data management solution for enhanced analytical
processing
Editor's Pick. Stage: Unfunded
Sigmoid Analytics (2013, Bangalore)
Big Data Applications on Apache Spark
Editor's Pick. Stage: Acquired
Sequoia Capital

58
Analytical Processing > Spark: Leaderboard
Market: Spark
Overall
Rating
Company
Name
Year Location Stage
Funding
($M)
Funding
Rounds
Team
Rating
App
Rating
App UI
Web
UI
Social
Followers
Mobile
Downloads
Mobile
Reviews
News
Mentions
Mobile
Reviews
Social
Followers
Δ % Δ %
5.0 Databricks 2013
San
Francisco
Series E $498M 7 5 - - - 30k - - 50 - - 3k 11%
3.8
Hitachi
Vantara
1989 Santa Clara Unfunded - - 4 5 - 4 29k 8k 120 88 5 4% 722 3%
2.9
Sigmoid
Analytics
2013 Bangalore Acquired - - - - - - 425 - - 2 - - 81 24%
1.6
Megh
Computing
2017 Portland Seed $3.3M 2 5 - - 4 - - - - - - - -
0.4
SparklineDat
a
2014
San
Francisco
Unfunded - - 4 - - 4 74 - - - - - 2 3%
0.4 Ubeeko 2011 Paris Funded - - - - - - 95 - - - - - 2 2%
0.3 Randsman 2003 Bremen Unfunded - - 4 - - 3 166 - - - - - 12 8%
0.0
Apache
Spark
2010 Delaware Unfunded - - - - - - 30.9k - - 5 - - - -

Incubators Capital Factory (#1), Jerusalem Venture Partners (#1)
Seed Innovation Endeavors (#1), Greycroft Partners (#1)
Series A/B Accel (#2), Data Collective (#2)
Series C+ Sequoia Capital (#1), In-Q-Tel (#1)
SnappyData Mar - 2019
Acq by TIBCO
Solace Feb - 2019
Acq by Geyser Brands for $3.9M
SQLstream Jan - 2019
Acq by Guavus
Intelie Mar - 2018
Acq by RigNet
flowthings.io Jun - 2017
Acq by Sierra Wireless
Concord Sep - 2016
Acq by Akamai
StreamBase Jun - 2013
Acq by TIBCO
PE
ActiveViam (2005, Holborn)
$18M - Series B
Series B
$125M - Series D
$1.9M - Seed
Watchful (2016, Austin, $1.9M)
$35M - Series C
StreamSets (2014, San Francisco,
$67.5M)
Jun 2019
Striim for Azure Database for PostgreSQL Now Available in
the Microsoft Azure Marketplace, PR Newswire
Jun 2019
ActiveViam Receives Minority Investment from Guidepost
Growth Equity, FinSMEs
May 2019
Equalum grabs $18M Series B to help companies ingest data
faster, TechCrunch
May 2019
Geyser Brands Inc. Announces Signing Of Definitive
Agreement To Acquire Brands, CNW
May 2019 Solace Announces IoT Solutions Partner Program, AiThority
May 2019
Confluent says it has the first cloud-native Kafka streaming
platform, SiliconAngle
May 2019
European Pricing Optimization Leader ActiveViam Launches
in the United States, TechFunnel
May 2019
Confluent Enhances Confluent® Cloud with Cloud-Native
Capabilities – Now Delivering Event-Driven Applications is
Faster and Easier than Ever, Business Wire
May 2019
Impetus Technologies Releases New Version of
StreamAnalytix, DEVOPSdigest
Apr 2019
Google Boosts Its Cloud Platform With 7 New Open-Source
Partners, eWEEK
Apr 2019
Striim Partners With Google Cloud To Offer Database
Migration Service, RTTNews
Apr 2019
TESCHGlobal Forms Advanced IoT/Hybrid Cloud Event
Messaging Partnership with Solace, PRWeb
Mar 2019
Blackberry partners with Telus and Solace to launch
accelerator program for IoT, Business Chief
News
9
7
15
21
43
M&A/IPO
Series C+
Series A+
Funded
Companies
Covered
Funding Funnel
Realtime Processing > Stream Computing: Market Factsheet
59
Exits
Recent InvestmentsCompanies that offer real time
data streaming and analysis
platforms
Solace
(2001, Ottawa)
Confluent
(2014, Palo Alto, $206M)
iguazio
(2014, Herzliya, $48M)
Equalum
(2015, Petah Tikva, $25M)
ActiveViam
(2005, Holborn)
Top Companies
Big Data Infrastructure > Market Details > Market: Stream Computing
0
5
10
$0k
$50M
$100M
$150M
2014 2015 2016 2017 2018
Market: Stream Computing

Realtime Processing > Stream Computing: Top Companies
Analyst’s Pick
Unicorn. Stage: Series D
Sequoia Capital, Index Ventures, Benchmark and 3
Other Investors
Streaming analytics platform for multiple
industries
Samsung SDS, Verizon Ventures, Robert Bosch
Venture Capital and 5 Other Investors
Planven Investments, United Ventures, Innovation
Endeavors and 2 Other Investors
Data movement platform for routing information
between applications
EdgeStone Capital Partners, Wesley Clover, WP
Global Partners, HarbourVest Partners
Analyst’s Pick
ActiveViam (2005, Holborn)
In-Memory platform for streaming data
Editor's Pick. Stage: Funded
Guidepost Growth Equity

61
Realtime Processing > Stream Computing: Leaderboard
Overall
Rating
Company
Name
Year Location Stage
Funding
($M)
Funding
Rounds
Team
Rating
App
Rating
App UI
Web
UI
Social
Followers
Mobile
Downloads
Mobile
Reviews
News
Mentions
Mobile
Reviews
Social
Followers
Δ % Δ %
5.0 Confluent 2014 Palo Alto Series D $206M 4 4 - - - 17.7k - - 22 - - 3.3k 22%
4.2 StreamSets 2014
San
Francisco
Series C $67.5M 3 - - - - 2k - - 17 - - 149 8%
4.1 iguazio 2014 Herzliya Series B $48M 3 - - - 4 511 - - 12 - - 52 11%
4.1 Solace 2001 Ottawa Acquired - 1 5 - - 4 6k - - 32 - - 697 13%
4.0 SnappyData 2016 Portland Acquired $3.7M 1 - - - - 345 - - 3 - - 32 10%
3.7 Equalum 2015 Petah Tikva Series B $25M 3 - - - - 41 - - 3 - - 6 17%
3.7 Streaml 2016 Palo Alto Series A $7.5M 1 - - - 3 1.6k - - 6 - - 256 20%
3.6 Striim 2012 Palo Alto Series B $31M 2 - - - - 1.2k - - 28 - - -13 -1%
3.5
Wallaroo
Labs
2015
New York
City
Series A $6.8M 3 - - - 4 598 - - 2 - - 44 8%
3.2 Eventador.io 2016 Austin Seed $3.8M 2 - - - 3 214 - - 2 - - 59 38%
3.1 StreamBase 2003 Lexington Acquired $42.5M 6 - - - - 7 - - 1 - - 1 17%
2.9 SQLstream 2002
San
Francisco
Acquired $6.3M 3 - - - - 519 - - 2 - - -12 -2%
2.7 Nyriad 2014 Cambridge Series A $11M 2 - - - 3 3 - - 9 - - - -
2.5 HAPI 2007 Orlando Unfunded - - - - - 3 137 - - 8 - - 112 448%
2.5 ActiveViam 2005 Holborn Funded - 1 5 - - - 297 - - 2 - - -3 -1%

Big Data Infrastructure > Market Details > Market: Wide-column Store
Market: Wide-column Store

Big Data Infrastructure > Market Details > Market: Graph Store
Market: Graph Store

Market: Graph Store

Big Data Infrastructure > Market Details > Market: Cluster Management
Market: Cluster Management

Big Data Infrastructure > Market Details > Market: Search
Market: Search

Market: Search

Big Data Infrastructure > Market Details > Market: Big Data Stack
Companies Created 7 | Funded 5 | Total Funding $1.7B
Market: Big Data Stack

Big Data Infrastructure > Market Details > Market: SQL on Hadoop
Market: SQL on Hadoop

Big Data Infrastructure > Market Details > Market: MPP
Market: MPP

Market: MPP

#2 Top Markets of Early Stage Investors
Big Data Infrastructure > Market Details > Market: Security
Market: Security

Market: Security

Public Companies
Contents
Feed Summary
Investment Trend
Market Details
Exit Outlook
Investors
News
Appendix
86
Notable Acquisitions
Top Acquirers
Acqui-hires

Public companies
88
List of Public Companies in Big Data Infrastructure
IPO Date Company
IPO
Mcap
Exchange
Ticker
Oct 2017
MongoDB (2007, New York City)
$1.2B NASDAQ:MDB
Apr 2017
Cloudera (2008, Palo Alto)
Commercialised versions of Hadoop distributions
$1.9B NYSE:CLDR
Jun 2012
$57.3M LON:WAND
TRS (1998, Chaoyang)
Platform for data management
Big Data Infrastructure > Exit Outlook > Public Companies

Notable Acquisitions (1/3)
89
Notable Acquisitions in Big Data Infrastructure
Big Data Infrastructure > Exit Outlook > Notable Acquisitions
Acq. Date Company Acquirer Deal Size
May 2019
Imanis Data (2013, San Jose)
Data management software for petabyte-scale data
Cohesity
Feb 2019
QlikTech $560M
Feb 2019
Data movement platform for routing information between
applications
Geyser Brands $3.9M
Nov 2018
BlueData (2012, Mountain View)
Private Cloud, on-premise platform for Big Data
Hewlett Packard
Enterprise
Oct 2018
Hortonworks (2011, Palo Alto)
Cloudera $5.2B
Sep 2018
Clustrix (2006, San Francisco)
NewSQL database
MariaDB
May 2018
Cask (2011, Palo Alto)
Helping Build Big Data Apps
Google
Apr 2018
Actian (2005, Redwood City)
SQL in Hadoop and MPP Database
HCL Technologies $330M
Jan 2018
Sqrrl (2012, Cambridge)
Threat detection platform based on Apache Accumulo
NoSQL DB
Amazon $40M

90
Jul 2017
Centerbridge Partners $1.3B
Aug 2016
Altiscale (2012, Palo Alto)
Hosted Hadoop as a Service
SAP $125M
Mar 2015
FoundationDB (2009, Vienna)
Key-Value NoSQL database with SQL layer
Apple
Feb 2015
Voltage (2002, Cupertino)
Data-centric encryption and key management
Hewlett-Packard
Dec 2014
RainStor (2004, San Francisco)
Database on HDFS
Teradata
Apr 2014
InktankProtected Tweets (2012, Los Angeles)
Scale-out storage software and distributed file system
Red Hat $175M
Jun 2013
StreamBase (2003, Lexington)
Complex Event Processing
TIBCO
Apr 2013
ParAccel (2007, San Diego)
Relational Database Managment System for Business
Intelligence
Actian
May 2011
Terracotta (2003, San Francisco)
In-Memory Data Management Platform
Software AG
Mar 2011
AsterData (2005, San Carlos)
Analytic database system
Teradata $263M

91
Feb 2011
Vertica (2005, Billerica)
Data management solutions and NewSQL database
Hewlett-Packard
Jul 2010
Greenplum (2003, San Mateo)
Open source MPP datawarehouse
EMC
Feb 2008
Linux Networx (1989, Bluffdale)
Linux high performance computing for compute, storage,
and visualization solutions
SGI $90M
Jun 2006
JBoss Data Grid (1993, Atlanta)
In memory caching
Red Hat $420M

Most Active Acquirers
92
Big Data Infrastructure > Exit Outlook > Most Active Acquirers

Acqui-hires
93
List of Acqui-hires in Big Data Infrastructure
Excludes all details for Chinese companies
Date Target
Aug-17 Cycle Computing Acq by Microsoft
Big Data Infrastructure > Exit Outlook > Acqui-hires
View all 1 Acqui-hired companies on Tracxn Platform

Contents
Feed Summary
Investment Trend
Market Details
Exit Outlook
Investors
News
Appendix
94
Details on VC & PE Investors
Seed Stage
Early Stage
Late Stage
Details on Top Ecosystem Players

Big Data Infrastructure > Investors > Index of Most Active VC & PE Investors
Index of Top Investors (VC, PE) by Stage in Big Data Infrastructure; Last 5 years (Jul 2014 - Jun 2019)
Index of Most Active VC & PE Investors
SEED STAGE
Data Collective (3 Investments)
Blumberg Capital (2 Investments)
Foundation Capital
Wellington Partners Venture Capital
Draper Esprit
RRE Ventures
Industrifonden
Partech
Social Capital
Floodgate Fund
HTGF
AirTree Ventures
LocalGlobe
EARLY STAGE
Intel Capital (4 Investments)
Redpoint Ventures (4 Investments)
Index Ventures (3 Investments)
Wing Venture Capital (3 Investments)
New Enterprise Associates (2 Investments)
Accel (2 Investments)
Norwest Venture Partners (2 Investments)
DFJ (2 Investments)
GV (2 Investments)
Andreessen Horowitz (2 Investments)
Menlo Ventures (2 Investments)
Bain Capital Ventures (2 Investments)
Lightspeed Venture Partners (2 Investments)
Sutter Hill Ventures (2 Investments)
Partech (2 Investments)
LATE STAGE
Sequoia Capital (3 Investments)
Harmony Partners (3 Investments)
Battery Ventures (2 Investments)
Madrona Venture Group (2 Investments)
CapitalG (2 Investments)
Capital One Growth Ventures (2 Investments)
New Enterprise Associates
Intel Capital
GV
IVP
Qualcomm Ventures
Meritech Capital Partners
Cisco Investments
Comcast Ventures
Ridge Ventures

Data Collective
97
Portfolio in Big Data Infrastructure | Exits | Funds Link | Website | LinkedIn | Twitter
Big Data Infrastructure > Investors > Data Collective
People
Investments
[Unicorn] Databricks (2013, San Francisco, $498M, Series E)
Platform to Ingest and Analyze and Visualize Data on a spark cluster
[Unicorn] Confluent (2014, Palo Alto, $206M, Series D)
[Soonicorn] Couchbase (2009, Mountain View, $146M, Series F)
NoSQL document oriented database technology
[Soonicorn] Trifacta (2012, San Francisco, $124M, Series D)
[Soonicorn] MemSQL (2011, San Francisco, $110M, Series D)
[Soonicorn] Elastic (2012, Mountain View, $104M, Series C)
Open source search and analytics platform
[Minicorn] TigerGraph (2012, Redwood City, $31M, Series A)
Graph database for massive parallel processing
[Minicorn] Fauna (2012, San Francisco, $29.5M, Series A)
A multi-model database capable to supporting SQL, document and
graphical methods of storing data
Big Data Infrastructure Notable Portfolio
[Unicorn] Facebook (2004, Menlo Park, $2.3B, Public)
Social networking site
[Unicorn] Zynga (2007, San Francisco, $707M, Public)
Casual games developer and publisher for mobile and web platforms
[Unicorn] Zymergen (2013, Emeryville, $578M, Series C)
Combining synthetic biology, machine learning to engineer industry
relevant microbes to manufacture chemicals and new materials.
[Unicorn] Tradeshift (2009, San Francisco, $533M, Series E)
Collaboration, electronic invoicing and dynamic discounting solution
Other Notable Portfolio
Top Exits
Recent News on Fund & Portfolio
Matthew Ocko
Co-Founder &
Managing Partner
Zachary Bogue
Co-Founder &
Managing Partner
Geographical Spread Stage of Entry
Apr 2019
TigerGraph to expand Chinese presence in 2019, China
Daily
Apr 2019
TigerGraph Brings Pay-As-You-Go Graph Analytics to the
Cloud with New Offering on Amazon Web Services (AWS),
Achieves AWS Advanced Partner Status, GlobeNewswire
Mar 2019
SD Times news digest: TigerGraph 2.4, Outsystems +
Boncode, and a new Julia debugger, sdtimes.com
Feb 2019
World’s Largest Open Database OpenCorporates Migrates
to TigerGraph, GlobeNewswire
Feb 2019
TigerGraph Celebrates Record-Breaking Year of Growth
as Demand For Fastest, Most Scalable Graph Analytics
Platform Continues to Soar, GlobeNewswire
Nov 2018 TigerGraph Launches Cloud Database on AWS, Datanami
Nov 2018
Tigergraph Announces Upcoming Speaking Engagements,
AiThority
Sep 2018
With latest release of its graph engine, TigerGraph bids
for database mainstream, SiliconAngle
Sep 2018
TigerGraph, Dow Jones DNA and Vertica Analytics Named
Winners of First-Ever Strata Data Awards, Citybizlist
Cask
(2011, Palo Alto, $40M)
Acq by Google - May 2018
BlueData
(2012, Mountain View, $39M)
Acq by Hewlett Packard
Enterprise - Nov 2018
Citusdata
Acq by Microsoft - Jan 2019
1 1
2
1 1
2
1
1
2
1
2014 2015 2016 2017 2018 2019
Follow On New Investments
4
-
1
5
9
Undisclosed
Series C+
Series B
Series A
Seed18
1
-
-
-
US
New Zealand

Blumberg Capital
98
Big Data Infrastructure > Investors > Blumberg Capital
People
Investments
[Minicorn] Panoply (2015, Tel Aviv, $21.3M, Series A)
Real-time data warehouse and management platform for non DBAs
[Unicorn] Nutanix (2009, San Jose, $340M, Public)
Converged Compute and storage infrastructure
[Unicorn] Hootsuite (2008, Vancouver, $247M, Series B)
Social Media Management System
[Soonicorn] Kreditech (2012, Hamburg, $282M, Series C)
Micro loans provider
[Soonicorn] Addepar (2009, Mountain View, $206M, Series D)
Portfolio tracker for investors and advisors.
[Soonicorn] Braze (2011, New York City, $158M, Series E)
AI enabled omnichannel customer engagement solutions for
businesses
[Soonicorn] CoverHound (2010, San Francisco, $112M, Series D)
Insurance marketplace for comparing and purchasing insurance plans
[Soonicorn] Fundbox (2012, San Francisco, $108M, Series C)
Invoice Financing for SMEs
[Soonicorn] Yotpo (2011, Tel Aviv, $101M, Series D)
Generates Reviews from Customers
[Soonicorn] Credorax (2007, Herzliya, $80M, Series B)
Smart acquiring and next generation payment processing
[Soonicorn] ThetaRay (2013, Jerusalem, $60M, Series B)
Big data analytics based cyber threats and operational risk detection
[Soonicorn] Revionics (2002, Austin, $56.7M, Series D)
Solutions for optimization of pricing, promotions, markdown, space
and assortment
Top Exits
David Blumberg
Founder & Managing
Partner
Jun 2019
Panoply Named a 2019 "Cool Vendor" in Data
Management by Gartner, PR Newswire
May 2019 Panoply Launches Xero Data Connector, PR Newswire
Apr 2019
G2Crowd Named Panoply "High Performer" Data
Warehouse, PR Newswire
Apr 2019
Now Ready: Lightning Fast Data Performance for Panoply
Customers, AiThority
Mar 2019 Panoply Wins ‘Fastest Growing Saas’ Company, AiThority
Jan 2019
Megaphone brings podcast advertising to Google
Campaign Manager, RAIN News
Jan 2019
Picture This: Panoply Adds Instagram as a Data
Connection, AiThority
Nov 2018
Panoply and Chartio Announce Amazon Web Services
Data & Analytics Solution, PR Newswire
Nov 2018
Audio Platforms Panoply and Westwood One Look to
Nielsen for Data-Backed Car Ads, Adweek
Oct 2018
Panoply Announces New Data Governance Features,
ReadITQuik
Sep 2018
Panoply Lays Off Editorial Staff In Transition To Focus On
Tech, AdExchanger
None
1 1
2
2014 2015 2016 2017 2018 2019
-
-
-
-
2
Undisclosed
Series C+
Series B
Series A
Seed1
1
-
-
-
Israel
US

99
Big Data Infrastructure > Investors > Bain Capital Ventures
People
Investments
[Soonicorn] Redis Labs (2011, Tel Aviv, $146M, Series E)
On-premise and cloud-based products for providing in-memory
database structures
[Soonicorn] TidalScale (2012, Santa Clara, $84.9M, Series B)
[Minicorn] Hazelcast (2008, Palo Alto, $38.1M, Series C)
Open source In-memory data grid
[Minicorn] DGraph (2015, Sydney, $6M, Seed)
[Unicorn] Vonage (2001, Holmdel, $642M, Public)
Offers VoIP services
[Unicorn] AvidXchange (2000, Charlotte, $574M, Series F)
Accounts payable and payment automation solutions
[Unicorn] Rubrik (2014, Palo Alto, $553M, Series E)
De-duplicated storage based converged data management platform
[Unicorn] DocuSign (2003, San Francisco, $522M, Series F)
Electronic signature management platform
[Unicorn] Rent The Runway (2009, New York City, $337M,
Series E)
Designer dress and accessory rentals
[Soonicorn] Acorns (2012, Irvine, $287M, Series E)
Micro saving investment app
[Soonicorn] Signifyd (2011, Palo Alto, $206M, Series D)
Fraud prevention & payment validation for online retailers
[Soonicorn] SevOne (2005, Wilmington, $204M, Series C)
Network Performance Management
Top Exits
Indy Guha
Co-Founder & Partner
Jul 2019
ScaleMP and TidalScale Reach Patent Licensing
Agreement and Settle Patent Dispute, Business Wire
Dec 2018
Software-Defined Server Provider TidalScale Raises $27M
In Series B Funding, HostingJournalist
Oct 2018
TidalScale raises USD 24 mln to develop software-defined
server technology, Telecompaper
Sep 2018
Infosys doubles investment in US-based TidalScale to $3
million, livemint.com
Jun 2018
NCS to Accelerate Compliance Analysis with TidalScale
Software-Defined Servers, PR Newswire
Mar 2018
TidalScale Extends its Lead in Software-Defined Servers,
GlobeNewswire
Dec 2017
Dgraph raises $3M for its open-source distributed graph
database, hits 1.0 release, TechCrunch
Nov 2017
Software Startup DGraph Labs Raises $1.9 Million,
NewsCenter
Aug 2017
TidalScale Creates a Single Ocean of DRAM for Large-
Scale Applications, The New Stack
Mar 2017
IDC Names Three Virtualizing Infrastructure Vendors as
IDC Innovators, Sector Publishing Intelligence
Driven
(2008, San Francisco, $14.9M)
Acq by Xplenty - Dec 2016
ScaleBase
(2010, Newton, $10.5M)
Acq by ScaleArc - Aug 2015
Xplenty
(2012, Tel Aviv, $7M)
Acq by Xenon Ventures - Dec
2018
1 1 1 1
2 2
2
1 1
2014 2015 2016 2017 2018 2019
-
-
2
4
1
Undisclosed
Series C+
Series B
Series A
Seed4
2
1
-
-
US
Israel
Australia

100
Big Data Infrastructure > Investors > Charles River Ventures

Foundation Capital
101
Big Data Infrastructure > Investors > Foundation Capital

Draper Esprit
102
Big Data Infrastructure > Investors > Draper Esprit

Partech
103
Big Data Infrastructure > Investors > Partech

Floodgate Fund
104
Big Data Infrastructure > Investors > Floodgate Fund

AirTree Ventures
105
Big Data Infrastructure > Investors > AirTree Ventures

Contents
Feed Summary
Investment Trend
Market Details
Exit Outlook
Investors
News
Appendix
106
Details on VC & PE Investors
Seed Stage
Early Stage
Late Stage
Details on Top Ecosystem Players

Intel Capital
107
Big Data Infrastructure > Investors > Intel Capital

Tracxn - Big Data Infrastructure Startup Landscape

Tracxn - Big Data Infrastructure Startup Landscape

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