Tracxn - Big Data Infrastructure Startup Landscape

JANUARY 2018
BIG DATA INFRASTRUCTURE

Copyright © 2018, Tracxn Technologies Private Limited. All rights reserved.Feed Report - Big Data Infrastructure - Jan 2018
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 January 20, 2018.
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
$6B
Funding
10
Mega
Companies
162292
FundedCovered on
Tracxn
4
Unicorns
8
Soonicorns
5
Minicorns
5
IPO’d Cos
110
Late Stage Cos
40
13
Acquisitions
5
DeadPooled
35
Acquihired
Series A+ Cos
Hortonworks
(2011, Palo Alto, Public)
MongoDB
(2007, New York City, Public)
Cloudera
(2008, Palo Alto, Public)
Top Companies

28
31 32
7
2
2013 2014 2015 2016 2017
Y-o-Y # of Companies Founded
$643M
$1.7B
$686M
$539M
$866M
2013 2014 2015 2016 2017
$ Funding # Rounds
Investment Trend Summary
Summary of Funding Activity in Big Data Infrastructure
5
$140M - Series D
Databricks (2013, San Francisco, $247M)
$50M - Series C
Collibra (2008, Brussels, $181M)
$100M - Series D
Snowflake (2012, San Mateo, $480M)
$50M - Series C
Confluent (2014, Palo Alto, $81M)
$61M - Series E
MapR Technologies (2009, San Jose, $255M)
$47.4M - Series C
$60M - Series C
$44M - Series D
Redis Labs (2011, Tel Aviv, $86M)
$50M - Series E
$36M - Series C
MemSQL(2011, San Francisco, $85M)
Top Geos of InvestmentEntrepreneurial Activity Global Funding Trend
Big Data Infrastructure > Feed Summary > Investment Trend Summary
Seed Data Collective (#5), Blumberg Capital (#2), ACE and Company
(#1)
Series A/B Intel Capital (#7), Bain Capital Ventures (#5), Accel Partners (#4)
Series C+ Battery Ventures (#2), Intel Capital (#2), A Capital Venture (#1)
Incubators
Alchemist Accelerator (#3) Magma Venture Partners (#2) 500
Startups (#1)
Other Notable
Investors
Atlantic Bridge Capital (#4), Accomplice (#3), Goldman Sachs (#3)
Debt Investors
Silicon Valley Bank (#3), Lighter Capital (#1), Trinity Capital
Investment (#1)
Most Active InvestorsRecent Investments
52 45 57 45 42
$5.5B
$282M
$200M
$10M
$3M
US
Europe
Israel
SEA
Australia
$ Funding

Summary of exit outlook in Big Data Infrastructure
Exit Outlook Summary
66
Most Active AcquirersTop Investors in Exits
Sequoia Capital 4
MongoDB (2007, New York City, $318M)
MarkLogic (2001, San Carlos, $172M)
Accel Partners 3
Cloudera (2008, Palo Alto, $1B)
Altiscale (2012, Palo Alto, $42M)
Northgate Capital 2
In-Q-Tel 2
Tenaya Capital 2
Hortonworks (2011, Palo Alto, $248M)
Sep 2016 Altiscale Acq by SAP for $125M
Feb 2015 Voltage Acq by Hewlett-Packard
Apr 2014 InktankProtected Tweets Acq by Red Hat for $175M
Mar 2011 AsterData Acq by Teradata for $263M
Feb 2011 Vertica Acq by Hewlett-Packard
Feb 2008 Linux Networx Acq by SGI for $90M
Jun 2006 JBoss Data Grid Acq by Red Hat for $420M
Big Data Infrastructure > Feed Summary > Exit Outlook Summary
Hewlett-Packard 2 Voltage (Feb 2015), Vertica (Feb 2011)
Red Hat 2
JBoss Data Grid (Jun 2006, $420M), InktankProtected
Tweets (Apr 2014, $175M)
Teradata 2 AsterData (Mar 2011, $263M) RainStor (Dec 2014)
Dell EMC 1 Greenplum (Jul 2010)
Apple 1 FoundationDB (Mar 2015)
Recent IPOs Top Acquisitions
Attunity Jan 2003
Big Data Management Solutions
IPO MCap: - Current MCap: -
MongoDB Oct 2017
NoSQL database
IPO MCap: - Current MCap: $1.2B
Cloudera Apr 2017
Commercialised versions of Hadoop distrib…
IPO MCap: - Current MCap: $1.9B
Hortonworks Dec 2014
Commercial version of Apache Hadoop
IPO MCap: - Current MCap: $666M
WANdisco Jun 2012
Data Replication and downtime recovery in…
IPO MCap: - Current MCap: $57.3M

Cumulative funding in the marketFunding data excludes Debt, Grants & Post-IPO rounds. Excludes all details for Chinese companies
For any Feedback and Query reach out to MyAnalyst@tracxn.com
Feed Report - Big Data Infrastructure - Jan 20187 Copyright © 2018, Tracxn Technologies Private Limited. All rights reserved.
Operational Processing
Big Data Stack
Cloudera (2008, Palo Alto, $1.04B, IPO)
Analytical Processing
Graph Store
Neo4j (2007, San Francisco, $80.1M)
Search
Elastic (2012, Mountain View, $104M)
$1.5B
$1.7B Realtime Processing
Stream Computing
StreamBase (2003, Lexington, $42.5M,
Acq.)
$319M
January 2018Tracxn BlueBox – Big Data Infrastructure
290+ companies in the sector, 121 funded in last 5 years, $1.5B invested in last 2 Years
Most Active Investors: Data Collective, Accel Partners, Intel Capital, New Enterprise Associates, Sequoia
Capital
SQL on Hadoop
Vertica (2005, Billerica, $23.5M, Acq.)
Spark
MPP
Greenplum (2003, San Mateo, $92.9M, Acq.)
Hadoop
Qubole (2011, Santa Clara, $75M)
Document Store
MongoDB (2007, NYC, $318M, IPO)
Key Value Store
Basho (2007, Cambridge, $53.22M)
$1.5B
In-Memory
MemSQL (2011, San Francisco, $85M)
Multi Model
DataStax (2010, Santa Clara, $190M)
In-Memory Grid
GigaSpaces (2000, Herzliya, $36M)
Management Tools
Cluster Management
AltusInsight (2013, Berlin, $569K)
Workflow Scheduler
Trifacta (2012, San Francisco, $76.3M)
$721M
Application
Framework
Cask (2011, Palo Alto, $32.5M)
Security
Voltage (2002, Cupertino, $38.6M, Acq.)
$219M
Performance
Unravel Data (2013, Menlo Park, $20.21M)
Big Data Infrastructure > Feed Summary > BlueBox

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 27 $292M 18
Operational Processing > NoSQL >
Graph Store 17 $93.1M 9
Realtime Processing >
Stream Computing 35 $82.7M 8
Operational Processing >
NewSQL 15 $75.5M 6
Analytical Processing >
MPP 10 $375M 3
Operational Processing > NoSQL >
Key Value Store 13 $75.7M 4
Hadoop 21 $71M 4
Search 16 $55.1M 3
Sub Sectors
# Cos
Tracked
#
Funded
Total
Funding
Companies that provide technologies used for
analytical workloads.
73 38 $1.7B
Big Data Stack
Companies that provide a complete stack of
technologies as a single platform for all...
6 4 $1.5B
Companies that provide technologies used for
transactional workloads.
79 44 $1.5B
Management Tools
Companies that provide tools for managing Big Data
infrastructure
58 38 $721M
Realtime Processing
Companies that provide technologies for handling
streaming data that flows while the...
46 19 $319M
Application
Companies that provide technologies which support or
enable building and management of...
19 13 $219M
Distributed File System
Companies that provide platforms that unify different
storage systems
9 4 $39M
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, $318M)
Hortonworks
(2011, Palo Alto, $248M)
WANdisco
(2005, San Ramon)
Attunity
(1988, Kfar Saba)
Acquired
JBoss Data Grid
(1993, Atlanta)
AsterData
(2005, San Carlos, $53M)
InktankProtected
Tweets
(2012, Los Angeles, $14.4M)
Altiscale
(2012, Palo Alto, $42M)
Unicorns
MarkLogic
(2001, San Carlos, $172M)

List of Notable Companies by Market in Big Data Infrastructure
Notable Companies by Market (1/4)
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 16 Other Investors
Hewlett-Packard, BlackRock, Passport Capital and 7
Other Investors
MPP
MPP Database and offers as a Service
Soonicorn. Stage: Series E
Iconiq Capital, Capital One Growth Ventures,
Madrona Venture Group and 5 Other Investors
AsterData (2005, San Carlos, $53M)
Analytic database system
Stage: Acquired
Sequoia Capital, IVP, Cambrian Ventures and 7
Other Investors
Hadoop
Big Data services on Cloud
Soonicorn. Stage: Series C
Singtel Innov8, Harmony Partners, Charles River
Ventures and 4 Other Investors
Hosted Hadoop as a Service
Stage: Acquired
Northgate Capital, Sequoia Capital, General Catalyst
Partners and 4 Other Investors

12
Search
Search, analyze and visualize Data
Index Ventures, New Enterprise Associates,
Benchmark Capital and 3 Other Investors
NoSQL
NoSQL database
Red Hat, Intel Capital, In-Q-Tel and 10 Other
Investors
Database Platform built on Apache Cassandra
KPCB, ClearBridge, Cross Creek Advisors and 12
Other Investors
Enterprise NoSQL Database
Unicorn. Stage: Series G
NTT Data, Tenaya Capital, Sequoia Capital and 5
Other Investors
Realtime Processing
Stream Computing
Real-time data stream platform on Apache Kafka
Sequoia Capital, Benchmark Capital, Index Ventures
and 3 Other Investors

13
Realtime Processing
In-Memory Grid
JBoss Data Grid (1993, Atlanta)
In memory caching
Stage: Acquired
Accel Partners, Pinnacle Ventures, Matrix Partners
InktankProtected Tweets (2012, Los
Angeles, $14.4M)
Scale-out storage software and distributed file
system
Stage: Acquired
Shuttleworth, FinTech Innovation Lab
Management Tools
Data Management
Self-service data preparation software
Infosys, Accel Partners, Greylock Partners and 6
Other Investors
Paxata (2012, Redwood City, $61M)
Adaptive Data Preparation platform
Soonicorn. Stage: Series D
Accenture, Intel Capital, Microsoft Ventures and 12
Other Investors
Tamr (2012, Cambridge, $41.2M)
Automated data cleaning and curation
Soonicorn. Stage: Series B
General Electric, SineWave Ventures, New
Enterprise Associates and 5 Other Investors
Attunity (1988, Kfar Saba)
Stage: Public
Viola Group, ProSeed Venture Capital Fund

14
Management Tools
Cluster Management
WANdisco (2005, San Ramon)
Data Replication and downtime recovery in Hadoop
Stage: Public
Silicon Valley Bank

Recent News in Big Data Infrastructure Sector
Recent News
15
Big Data Infrastructure > Feed Summary > Recent News
Jan 2018
Actian Transforms IoT With Next Gen Embedded Database
Platform, Business Wire
Jan 2018
XOR Data Exchange Awarded Patent for ‘Measured Reciprocity’
Model, Business Wire
Jan 2018
Elastic Appoints Betsey Nelson to Board and Janesh Moorjani as
CFO, GlobeNewswire
Jan 2018 RigNet Acquires Intelie, Citybizlist
Jan 2018
Cloudera Wins Two 2018 IoT Breakthrough Awards for Connected
Car Innovation, PR Newswire
Jan 2018
MapR Recognized for Enterprise Internet of Things (IoT) Innovation
, GlobeNewswire
Jan 2018
Infiswift Manages Real-Time and Historical Data for IoT Systems
with MemSQL, GlobeNewswire
Jan 2018 Hazelcast Reports 135% Growth in Hazelcast IMDG Usage, Bobsguide
Jan 2018
WANdisco Secures Record Bookings In 2017 Amid Fusion Growth
Ramp-Up, LSE Spreads
Jan 2018
Attunity Wins $1.2 Million in Additional Business with Fortune 100
Company Expanding its Customer Analytics Initiative, PR Newswire
Jan 2018
Snowflake Teams with MicroStrategy to Deliver Fast Access and
Rich Insight to Enterprise Data, PR Newswire
Jan 2018
Tamr Included in Gartner’s Market Guide for Data Preparation,
DATAVERSITY
Key Recent News Key Recent News
Jan 2018
Plug and Play Partners With Kodiak Data to Offer First Native,
100GE, In-building Private Cloud Services, PR Newswire
Jan 2018
Gaining momentum: WANdisco announces new position and hire of
a VP of Research, GlobeNewswire
Jan 2018
MapR Names John Schroeder Chairman and Chief Executive Officer,
Business Wire
Jan 2018
Shaun Bierweiler: Hortonworks to Back 2020 Census With Data
Processing Tools | ExecutiveBiz, ExecutiveBiz
Jan 2018
Dataguise DgSecure Named Trend-Setting Product in Data and
Information Management for 2018 by Database Trends &
Applications Magazine, GlobeNewswire
Jan 2018
Syncsort State of Resilience Report Shows Heightened Pressure to
Assure Security and Compliance, High Availability and Disaster
Recovery, Business Wire
Jan 2018
Envestnet | Yodlee Deploys WANdisco Fusion to Enable a Live
Upgrade of Major Cloudera Releases, PR Newswire
Jan 2018
MapR Extends Open Approach to Governance Across All Enterprise
Data, GlobeNewswire
Jan 2018
Technology Pioneer Scott McNealy Joins Redis Labs Advisory Board,
PR Newswire
Jan 2018
Collibra snags $58M Series D led by Iconiq and Battery Ventures to
simplify data governance, TechCrunch

Contents
Feed Summary
Investment Trends
Market Details
Exit Outlook
Investors
News
Appendix
16
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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$227M
$317M
$643M
$1.7B
$686M
$539M
$866M
0
10
20
30
40
50
60
$0k
$200M
$400M
$600M
$800M
$1.B
$1.2B
$1.4B
$1.6B
$1.8B
2011 2012 2013 2014 2015 2016 2017
$ Funding
3 Year CAGR
6 Year CAGR
Investments ($M) and number of rounds in Big Data Infrastructure; 2011-2017
Global Funding Trends (1/2)
18
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
25% $ Funding
20% $ Funding
5% # of Rounds
2% # of Rounds

8 14 15 7 17 11 5
16
23 28
24
28
22
19
8 7 9 14 12 12 18
2011 2012 2013 2014 2015 2016 2017
Seed Early Stage Late Stage
32
42
Total # of Rounds
$128M $152M
$354M
$1.5B
$465M
$377M
$697M
0
2
4
6
8
10
12
14
16
0
200000000
400000000
600000000
800000000
1E+09
1.2E+09
1.4E+09
1.6E+09
1.8E+09
2011 2012 2013 2014 2015 2016 2017
$ Funding # of Rounds
19
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 ClubMega Rounds
Global Funding Trends (2/2)
Investments ($M) and number of rounds in Big Data Infrastructure; 2011-2017
Big Data Infrastructure > Investment Trends > Global Funding Trends
15
16
15
15
20
14
8
103
$2.9M $4.9M
$0.0M
$1.0M
$2.0M
$3.0M
$4.0M
$5.0M
$6.0M
$7.0M
$8.0M
$9.0M
$10.0M
0
20
40
60
80
100
120
2001-2011 2012 2013 2014 2015 2016 2017 Total
Entrants in Funding Club Avg. Ticket Size
5 4 7 14 14 11 15 $2.9M $2.9M $5.3M $6M $4.1M $3.6M $9.3M $4.9M
$4M $22M $20M $6M $16M $27M $9M
$129M
$119M $256M
$267M
$299M
$159M
$247M
$94M $176M $366M $1.4B $370M $354M $609M
2011 2012 2013 2014 2015 2016 2017
Seed Early Stage Late Stage
$227M
$866M
Total $ Invested

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 4.5B 227
New York City 366M 16
Brussels 181M 6
Cambridge 178M 21
Tel Aviv 113M 11
San Diego 94.7M 8
Herzliya 74M 8
Boston 70.4M 15
Lexington 48.3M 8
Bluffdale 47M 2
Total Funding
72
36
21
1
2
2
# Rounds
$5.5B
$282M
$200M
$10M
$3M
$1M
US
Europe
Israel
SEA
Australia
New
Zealand
Note: Excludes funding information of China companies

Trend of Average Deal Size ($M)
$0.9
$1.9 $1.5
$1.0 $1.4
$3.0
$1.9
2011 2012 2013 2014 2015 2016 2017
$6.5
$4.6
$7.9 $6.2 $6.9 $6.6
$12.7
$14.4
$6.7
$11.9
$17.0 $17.2 $14.7 $16.6
$13.4
$29.3 $40.7
$110.8
$33.7 $32.1 $40.6
Big Data Infrastructure > Investment Trends > Median Deal Size and Trend
Median and Average Deal Size in $M (per Stage) in Big Data Infrastructure; 2011-2017
Median Deal Size and Trend
Note: Excludes funding information of Chinese companies. *Graph not to scale
Median Deal Size and Range
$5K* $11M
$50K $31M
$92K $80M
$50K $1B
$22M
$7M
$2.8M
$0.3M
Series C+
Series B
Series A
Seed
Stage

Note: 33 companies with undisclosed funding amount are not included
22
<$1M
$1-10M
$10-50M
$50-100M
$100M+
Funding Range
7
37
61
15
11
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 Jan 2018
Distribution of companies by Funding Range
$3M
$160M
$1.4B
$1.1B
$3.4B
$ Investment

Stage No. of Companies
Funding
Funnel
100%
55%
38%
25%
14%
23
Note: Numbers in the brackets show the count of companies
Time to raise
next round
40
72
110
162
292
Series C+
Series B
Series A
Funded
Founded
Next
Round
100M+
Valuation
Exits
Acqui-
Hired
Dead
Pooled
Others
55% 6%
(18)
3%
(9)
15%
(44)
2%
(5)
28%
(81)
68% 11%
(18)
6%
(9)
20%
(32)
1%
(2)
11%
(18)
65% 15%
(16)
6%
(7)
19%
(21)
1%
(1)
15%
(16)
56% 19%
(14)
7%
(5)
18%
(13)
1%
(1)
25%
(18)
- 30%
(12)
10%
(4)
20%
(8)
3%
(1)
18%
(7)
Big Data Infrastructure > Investment Trends > Funding Funnel
Number of companies progressing to subsequent funding stages in Big Data Infrastructure
Funding Funnel
15 Months
19 Months
17 Months
Investment backedBootstrapped
8
4
13
5
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; Jan 2016-Jan 2018
Notable Investments in last 24 months (1/4)
LATE STAGE
$270M - Series E Jan 2018
, Iconiq Capital
$140M - Series D Aug 2017
Platform to Ingest and Analyze and Visualize Data
on a spark cluster
Andreessen Horowitz, New Enterprise Associates,
Battery Ventures, Geodesic Capital, Green Bay
Ventures, Future Fund, A Capital Venture
$100M - Series D Apr 2017
Iconiq Capital, Madrona Venture Group, Altimeter
Capital, Redpoint Ventures, Sutter Hill Ventures,
Wing Venture Capital
LATE STAGE
$61M - Series E Oct 2017
Hadoop enterprise-grade platform
Lightspeed Venture Partners, CapitalG, Mayfield,
New Enterprise Associates, Qualcomm Ventures,
Redpoint Ventures
$60M - Series C Dec 2016
Platform to Ingest and Analyze and Visualize Data on
a spark cluster
New Enterprise Associates, Andreessen Horowitz
$58M - Series D Jan 2018
Data Governance solutions
Iconiq Capital, Battery Ventures, Dawn Capital, Index
Ventures, Newion Investments
LATE STAGE
$50M - Series E Aug 2016
Hadoop enterprise-grade platform
Future Fund, Lightspeed Venture Partners, Mayfield,
New Enterprise Associates, Qualcomm Ventures,
Redpoint Ventures, CapitalG
$50M - Series C Jan 2017
Iconiq Capital, Battery Ventures, Dawn Capital, Index
Ventures, Newion Investments
$50M - Series C Mar 2017
$47.4M - Series C Dec 2017
Iconiq Capital

LATE STAGE
$44M - Series D Aug 2017
Redis Labs (2011, Tel Aviv, $86M)
On-premise and cloud-based products for providing
in-memory database structures
Goldman Sachs, Bain Capital Ventures, Viola Group,
Dell Technologies
$36M - Series D Nov 2016
Open Source NoSQL Graph Database
Sunstone, Creandum, Eight Roads Ventures
$36M - Series C Apr 2016
MemSQL (2011, San Francisco, $85M)
In-Memory NewSQL Database
Caffeinated Capital, Khosla Ventures, Accel Partners,
Data Collective, IA Ventures, First Round Capital,
REV
$35M - Series D Feb 2016
Accel Partners, Greylock Partners, Ignition Partners,
Cathay Capital
LATE STAGE
$33.5M - Series D Oct 2016
Intel Capital, Microsoft Ventures, Cisco Investments,
Deutsche Telekom Capital Partners, AirTree
Ventures, EDBI, In-Q-Tel, Accel Partners
$30M - Series F Mar 2016
Couchbase (2009, Mountain View, $146M)
NoSQL document oriented database technology
Sorenson Capital, Accel Partners, Adams Street
Partners, Ignition Partners, Mayfield, North Bridge,
WestSummit
$30M - Series C Jan 2016
IVP, Charles River Ventures, Norwest Venture
Partners, Lightspeed Venture Partners
LATE STAGE
$28M - Series C Dec 2017
Maana (2012, Palo Alto, $68M)
Search Engine for Big Data based Applications
CICC, Accenture, Intel Capital, GE Ventures, Saudi
Aramco Energy Ventures, Shell Global, , sinocapital,
Chevron
$25M - Series C Nov 2017
Ventures, Lightspeed Venture Partners, Norwest
Venture Partners, IVP
$21.8M - Series D Nov 2017
NuoDB (2010, Cambridge, $57.5M)
InMemory based Durable SQL Database
Hummer Winblad Venture Partners, Longworth
Venture Partners, Morgenthaler

LATE STAGE
$12.3M - Series C Jun 2017
Sqrrl (2012, Cambridge, $28.5M)
Threat detection platform based on Apache
Accumulo NoSQL DB
Spring Lake Equity Partners, Matrix Partners, Rally
Ventures, Accomplice
$7.7M - Series F Mar 2017
NoSQL database
Red Hat, Intel Capital, In-Q-Tel
$5M - Series D Sep 2017
Capital One Growth Ventures
Series G May 2017
NTT Data
Series E Sep 2017
LATE STAGE
Series E Apr 2016
Infosys
Series D Nov 2017
Accenture
EARLY STAGE
$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
$27M - Series B May 2017
Cockroach Labs (2015, New York City, $53.3M)
Open Source, distributed NewSQL store
Redpoint Ventures, Benchmark Capital, GV, Index
Ventures, FirstMark
$27M - Series B Nov 2017
StrongBox Data Solutions (2016, Austin,
$27M)
Storage management and archive solutions
Fonds de solidarite FTQ, Partner One Capital
Maana (2012, Palo Alto, $68M)
Search Engine for Big Data based Applications
Shell Global, GE Ventures, Chevron, Intel Capital,
Frost Data Capital, Saudi Aramco Energy Ventures

EARLY STAGE
$25M - Series A Sep 2017
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
StreamSets (2014, San Francisco, $33M)
Streaming data flow management
Accel Partners, Battery Ventures, New Enterprise
Associates
$20M - Series A Mar 2016
Index Ventures, Benchmark Capital, FirstMark, GV
Series B May 2017
General Electric
SEED STAGE
$4.5M - Seed Sep 2016
Charles River Ventures, Data Collective, Quest
Venture Partners, Webb Investment Network, Ulu
Ventures

Big Data Infrastructure > Investment Trends > Notable Investments in last 24 months in China
Notable Investments in last 24 months in China
LATE STAGE
$34.1M - Series C May 2017
Transwarp (2013, Shanghai, $57.8M)
Hadoop distribution for big data analytics
Tencent, Shenzhen Cornerstone Asset Management
EARLY STAGE
$24M - Series B Mar 2016
Transwarp (2013, Xuhui, $34M)
Commercial Hadoop distribution
Shenzhen Capital Group
$23.7M - Series B Mar 2016
Transwarp (2013, Shanghai, $57.8M)
Hadoop distribution for big data analytics
Real power capital, Shenzhen Cornerstone Asset
Management, Shenzhen Capital Group
$10M - Series B Jul 2016
SequoiaDB (2012, Shenzhen, $20M)
Open source, document-oriented NoSQL Database
Qiming Venture Partners, DCM Ventures

Most Active Investors (VC, PE) by Stage in Big Data Infrastructure; Last 5 years (Jan 2013-Jan 2018)
Most Active VC & PE Investors
29
Big Data Infrastructure > Investment Trends > Most Active VC & PE Investors
SEED STAGE
Data Collective(5 Investments)
BlueData Software, BlueTalon, Fauna
1
Blumberg Capital(2 Investments)
Panoply, Pachyderm
2
ACE and Company
Pachyderm
3
Allos Ventures
Foxtrot Code
4
Antecedent Ventures
Qbox
5
ANU Connect Ventures
Instaclustr
6
Atlas Venture
HStreaming
7
Blackbird Ventures
DGraph
8
Blu Venture Investors
Immuta
9
Boulder Ventures
Stardog Union
10
EARLY STAGE
Intel Capital (7 Investments)
BlueData Software, Maana, BlueData
1
Bain Capital Ventures(5 Investments)
Hazelcast, Redis Labs, Xplenty
2
Accel Partners (4 Investments)
MemSQL, Paxata, StreamSets
3
Index Ventures(4 Investments)
Elastic, Collibra, Confluent
4
Andreessen Horowitz (3 Investments)
Databricks, Cazena, Alluxio
5
AME Cloud Ventures(3 Investments)
TigerGraph, Altiscale, Pepperdata
6
Data Collective(3 Investments)
Confluent, BlueData, TigerGraph
7
GV (3 Investments)
Cockroach Labs, Tamr, Fauna
8
Ignition Partners (3 Investments)
BlueData Software, BlueData, StreamSets
9
In-Q-Tel (3 Investments)
Databricks, MemSQL, Paxata
10
LATE STAGE
Battery Ventures(2 Investments)
Databricks, Collibra
1
Intel Capital(2 Investments)
MongoDB, Paxata
2
A Capital Venture
Databricks
3
Adams Street Partners
Couchbase
4
AirTree Ventures
Paxata
5
Allegis Capital
Lucidworks
6
CapitalG
MapR Technologies
7
Cisco Investments
Paxata
8
Columbus Nova Technology Partners
Aerospike
9
Comcast Ventures
DataStax
10

Big Data Infrastructure > Investment Trends > Most Active Ecosystem Investors
Top Ecosystem Investors in Big Data Infrastructure; Last 5 years (Jan 2013-Jan 2018)
Most Active Ecosystem Investors
INCUBATOR
Alchemist Accelerator(3 Investments)
Qbox, 28.io, Xockets
1
Magma Venture Partners(2 Investments)
Scylla, iguaz.io
2
500 Startups
Panoply
3
Wells Fargo Startup Accelerator
Splice Machine
4
Frost Data Capital
Maana
5
Entrepreneur First
Hadean
6
Jerusalem Venture Partners
iguaz.io
7
Techfounders
Ubeeko
8
Techstars
BlazingDB
9
The Fabric
Cancun Systems
10
OTHER NOTABLE INVESTORS
Atlantic Bridge Capital(4 Investments)
BlueData Software, BlueData, Striim
1
Accomplice(3 Investments)
Sqrrl, Hadapt, Mortar Data
2
Goldman Sachs(3 Investments)
MongoDB, Redis Labs, Syncsort
3
Infosys(3 Investments)
Trifacta, Waterline Data, TidalScale
4
Salesforce(3 Investments)
MongoDB, Splice Machine, Privitar
5
Accenture(2 Investments)
Paxata, Maana
6
Altimeter Capital(2 Investments)
MongoDB, Snowflake
7
Caffeinated Capital(2 Investments)
MemSQL, Pachyderm
8
Future Fund(2 Investments)
Databricks, MapR Technologies
9
Iconiq Capital(2 Investments)
Collibra, Snowflake
10
DEBT INVESTORS
Silicon Valley Bank(3 Investments)
MapR Technologies, Redis Labs, WANdisco
1
Lighter Capital
Qbox
2
Trinity Capital Investment
Lucidworks
3

Big Data Infrastructure > Investment Trends > Investors in Unicorn club
Investors in Unicorn Club (1/2)

Big Data Infrastructure > Investment Trends > Investors in Unicorn club
Investors in Unicorn Club (2/2)

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
34
BlueBox
Key Sub Sectors
Detailed Sector Taxonomy
Top Markets of Investment Activity
Top Markets of Early Stage Investors
Other Notable Markets
Market Deep Dive

Some more Sector Reports you might want to check out
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Cumulative funding in the marketFunding data excludes Debt, Grants & Post-IPO rounds. Excludes all details for Chinese companies
For any Feedback and Query reach out to MyAnalyst@tracxn.com
Feed Report - Big Data Infrastructure - Jan 201836 Copyright © 2018, Tracxn Technologies Private Limited. All rights reserved.
January 2018Tracxn BlueBox – Big Data Infrastructure
Big Data Infrastructure > Market Details > BlueBox

Key Sub Sectors
37
Key Sub Sectors in Big Data Infrastructure
Market Top Companies
# Cos
Tracked
#
Funded
Total
Funding
Companies that provide technologies used for analytical workloads.
Greenplum (2003, San Mateo, Acquired)
73 38 $1.7B
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,
$255M)
6 4 $1.5B
Companies that provide technologies used for transactional workloads.
MongoDB (2007, New York City, Public)
79 44 $1.5B
Management Tools
Companies that provide tools for managing Big Data infrastructure
Linux Networx (1989, Bluffdale, Acquired)
58 38 $721M
Realtime Processing
Companies that provide technologies for handling streaming data that flows while the
compute logic is at rest.
StreamBase (2003, Lexington, Acquired)
46 19 $319M
Application
Companies that provide technologies which support or enable building and management of
Big Data applications
Voltage (2002, Cupertino, Acquired)
Cask (2011, Palo Alto, $32.5M)
19 13 $219M
Companies that provide platforms that unify different storage systems
Angeles, Acquired)
DriveScale (2013, Sunnyvale, $15M)
9 4 $39M
Big Data Infrastructure > Market Details > Key Sub Sectors

Detailed Sector Taxonomy (1/3)
38
Big Data Infrastructure > Market Details > Detailed Sector Taxonomy

39

40

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 27 | Funded 19 | Total Funding $460M)
$292M
(+$166M)
18
(+3)
Collibra
(2008, Brussels, $181M)
2
(+6)
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.
$93.1M
(+$73.1M)
9
(+8)
Neo4j
(2007, San Francisco, $80.1M)
3
(+4)
Realtime Processing > Stream Computing
Companies that offer real time data streaming and analysis platforms
$82.7M
(+$19.3M)
8
(+4)
Confluent
(2014, Palo Alto, $81M)
4
(+1)
Operational Processing > NewSQL
Companies that provide technologies with ACID compliant SQL query engine but a distributed storage
engine for scalable data
$75.5M
(+$34.2M)
6
(-1)
Cockroach Labs
(2015, New York City, $53.3M)
5
(-2)
Analytical Processing > MPP
Companies that provide Massively Parallel Processing (MPP) spread data across a cluster of servers,
enabling the systems to share the query processing workload
$375M
(+$257M)
3
(-4)
Snowflake
(2012, San Mateo, $480M)
6
(-2)
Operational Processing > NoSQL > Key Value Store
Companies that provide databases where data is represented as a collection of key-value pairs
$75.7M
(+$7.7M)
4
(-1)
Redis Labs
(2011, Tel Aviv, $86M)
7
(-1)
Analytical Processing > Hadoop
Companies whose technology is based on Hadoop File System
$71M
(-$7M)
4
(-)
Qubole
(2011, Santa Clara, $75M)
41
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 (January 2016 - December 2017)
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
Operational Processing > NewSQL
Companies that provide technologies with ACID compliant SQL query engine but a distributed storage
engine for scalable data
(Companies created 15 | Funded 13 | Total Funding $233M )
2 Cockroach Labs (2015, New York City,
$53.3M)
2
Realtime Processing > Stream Computing
Companies that offer real time data streaming and analysis platforms
2
data Artisans (2014, Berlin, $7.3M)
Streaml (2016, Palo Alto, $0)
3
Management Tools > Data Management
Companies that provide data management and data protection platforms
1 Panoply (2015, Tel Aviv, $21.3M)
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
43
Top Markets of Early Stage Investors
Top Markets where Early Stage Investors are investing in last 2 years (January 2016 - December 2017)
Big Data Infrastructure > Market Details > Top Markets of Early Stage Investors

Incubators Magma Venture Partners (#1), 500 Startups (#1)
Seed Blumberg Capital (#1), Founders Guild (#1)
Series A/B Accel Partners (#2), Index Ventures (#1)
Series C+ Infosys (#1), Intel Capital (#1)
Attunity Jan - 2003
IPO'd
$58M - Series D
$47.4M - Series C
Series D
Series E
$13M - Series A
Panoply (2015, Tel Aviv, $21.3M)
Series B
$8.7M - Series A
Atavium (2016, Minnetonka, $8.7M)
$8M - Series A
Immuta (2014, College Park, $9.5M)
$50M - Series C
$4M - Series A
Xplenty (2012, Tel Aviv, $7M)
$33.5M - Series D
Jan 2018
Attunity Wins $1.2 Million in Additional Business with
Fortune 100 Company Expanding its Customer Analytics
Initiative, PR Newswire
Jan 2018
Tamr Included in Gartner’s Market Guide for Data
Preparation, DATAVERSITY
Jan 2018
Syncsort State of Resilience Report Shows Heightened
Pressure to Assure Security and Compliance, High
Availability and Disaster Recovery, Business Wire
Jan 2018
Collibra snags $58M Series D led by Iconiq and Battery
Ventures to simplify data governance, TechCrunch
Dec 2017
Podium Achieves Certification on MapR Converged Data
Platform, GlobeNewswire
Dec 2017
Immuta Joins Global Effort to Make Financial Regulations
Machine Executable, Citybizlist
Dec 2017
Attunity launches modern data integration platform on AWS
Marketplace, Financial News
Nov 2017
Trifacta Expands Data Wrangling on the Cloud with
Additional Support of Amazon Web Services and Availability
on AWS Marketplace , Marketwired
Nov 2017
Panoply accelerates data integration with its smart data
warehouse, SiliconAngle
Nov 2017
Accenture Acquires Minority Stake In Paxata, Designates Big
Data Startup A Strategic Partner, CRN
News
0
2
4
6
8
10
$0k
$20M
$40M
$60M
$80M
$100M
$120M
$140M
2014 2015 2016 2017 2018
YoY Funding Rounds
1
3
12
19
27
M&A/IPO
Series C+
Series A+
Funded
Companies
Covered
Funding Funnel
Management Tools > Data Management: Market Factsheet
Market: Data Management
44
Exits
Most Active Investors
Recent Investments
YoY Funding and Rounds
Companies that provide data
management and data protection
platforms
Collibra
(2008, Brussels, $181M)
Trifacta
Paxata
(2012, Redwood City, $61M)
Tamr
(2012, Cambridge, $41.2M)
Waterline Data
(2013, Mountain View, $23M)
Top Companies
#1 Top Markets of Investment Activity
Big Data Infrastructure > Market Details > Market: Data Management
Companies Created 27 | Funded 19 | Total Funding $460M

Management Tools > Data Management: Top Companies
Analyst’s Pick
Other Investors
Other Investors
Policy driven data security and auditing solutions
Editor's Pick. Stage: Series A
Drive Capital, Greycroft Partners, Conversion
Capital and 4 Other Investors

Note: Overall Rating is a combination of Funding and Team rating, along with Execution, Size and Growth metrics
46
Management Tools > Data Management: Leaderboard
Better than Market Average
Overall
Rating
Company
Name
Foun
ded
Year
Location Stage Funding Team
Execution Quality Size Metrics 6M Growth Metrics
App
Rating
App
UX
Web
UX
News
Web
Traffic
Rank
Social
Follow
ing
Mobile
Downl
oads
# App
Revie
ws
Web Traffic
Rank
Mobile
Downloads
Social
Following
Δ % Δ % Δ %
5.0 Attunity 1988 Kfar Saba Public - - 4 - - 24 590k 3.4k 3k 12 101k 21% - - 60 2%
4.8 Eagle 2012
Coffs
Harbour
Unfunded - - 4 - - - 4.4M 28 300 3 994k 30% -1 -30% - -
4.6 Collibra 2008 Brussels Series D $181M - - - - 6 282k 3.9k - - 27k 11% - - 177 5%
4.4 Paxata 2012
Redwood
City
Series D $61M 5 - - - 10 811k 1.7k - - 73k 10% - - 179 11%
4.2 Waterline Data 2013
Mountain
View
Series B $23M - - - - 10 1.8M 887 - - 461k 35% - - 704 184%
4.0 Xplenty 2012 Tel Aviv Series A $7M - - - - 1 248k 5.4k - - -143k -37% - - 268 5%
3.8 Trifacta 2012
San
Francisco
Series E $76M 5 - - - 12 349k 10k - - 35k 11% - - - -
3.7 Tamr 2012 Cambridge Series B $41M 5 - - - 4 674k 3.3k - - -74k -10% - - 83 3%
3.5 Atavium 2016
Minnetonk
a
Series A $9M 4 - - 3 1 10M 82 - - - - - - 16 22%
3.3 Syncsort 1968
Woodcliff
Lake
Acquired - - - - - 19 651k 3.2k - - 111k 20% - - 104 3%
3.1 Panoply 2015 Tel Aviv Series A $21M - - - - 6 352k 1.7k - - -142k -29% - - 79 5%
2.9 Immuta 2014
College
Park
Series A $10M 4 - - - 6 2.3M 255 - - 214k 10% - - 93 48%
2.7 Podium Data 2014 Boston Series A $12M - - - - 9 1.7M 1.6k - - - - - - 76 5%

Incubators
Seed Sunstone (#1), Conor Venture Partners (#1)
Series A/B Eight Roads Ventures (#1), Qiming Venture Partners (#1)
Series C+ Creandum (#1), Dawn Capital (#1)
None
$3M - Series A
Stardog Union (2010, Washington
D.C., $11.3M)
$1.9M - Seed
DGraph (2015, Sydney, $3M)
$6M - Series A
D.C., $11.3M)
$31M - Series A
TigerGraph (2012, Redwood City,
$31M)
$36M - Series D
$2.3M - Seed
D.C., $11.3M)
$1.8M - Seed
Complexible (2005, Washington D.C.,
$1.8M)
$10M - Seed
Lynx Analytics (2010, Singapore,
$10M)
$1.1M - Seed
DGraph (2015, Sydney, $3M)
Jan 2018 Stardog Union Raises $3M, Citybizlist
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
Oct 2017
TigerGraph Adds Role-Based Security to Its Enterprise-
Ready Graph Database Platform, DATAVERSITY
Oct 2017
Neo4j Unveils Industry-First Native Graph Platform,
Evolving From Graph Database Into a Graph Company, PR
Newswire
Oct 2017
TigerGraph Appoints Todd Blaschka as Chief Operating
Officer, Marketwired
Sep 2017 Governor Software Partner with Neo4j, Financial IT
Jun 2017
Stardog Collaborates with the EDM Council on the FIBO
Financial Data Standard, PRWeb
Feb 2017
Multinational Financial Services Company, Société Générale
Selects Neo4j As Its Enterprise Graph Solution,
ResponseSource
Jan 2017
Neo4j Named Operational Graph Database Champion by
Bloor, Bobsguide
Jun 2016
Under-the-radar data analytics company Lynx Analytics
announces one of Singapore's largest early-stage
investments of 2016, E27
News
0
1
2
3
4
5
6
$0k
$10M
$20M
$30M
$40M
$50M
$60M
2014 2015 2016 2017 2018
YoY Funding Rounds
-
1
3
9
17
M&A/IPO
Series C+
Series A+
Funded
Companies
Covered
Funding Funnel
Operational Processing > NoSQL > Graph Store: Market Factsheet
Market: Graph Store
47
Exits
Recent Investments
Companies that build technologies
to store data that has a lot of co-
relations and can be modeled as a
graph.
Neo4j
TigerGraph
(2012, Redwood City, $31M)
Stardog Union
(2010, Washington D.C., $11.3M)
Lynx Analytics
(2010, Singapore, $10M)
DGraph
(2015, Sydney, $3M)
Top Companies
Big Data Infrastructure > Market Details > Market: Graph Store

Operational Processing > NoSQL > Graph Store: Top Companies
Market: Graph Store
Analyst’s Pick
Minicorn. Stage: Series A
Qiming Venture Partners, Baidu, Ant Financial and
12 Other Investors

49
Operational Processing > NoSQL > Graph Store: Leaderboard
Market: Graph Store
Overall
Rating
Company
Name
Foun
ded
Year
App
Rating
App
UX
Web
UX
News
Web
Traffic
Rank
Social
Follow
ing
Mobile
Downl
oads
# App
Revie
ws
Web Traffic
Rank
Mobile
Downloads
Social
Following
Δ % Δ % Δ %
5.0 TigerGraph 2012
Redwood
City
Series A $31M - - - 5 3 1.2M 151 - - - - - - 177 625%
4.7 Neo4j 2007
San
Francisco
Series D $80M - - - - 14 49k 24k - - 5k 11% - - 1.9k 8%
4.4 Stardog Union 2010
Washingto
n D.C.
Series A $11M - - - - 5 1.6M 4.1k - - -43k -3% - - 3.2k 315%
4.1 DGraph 2015 Sydney Seed $3M - - - - 4 335k 537 - - - - - - 192 47%
3.8 Ontotext 2000 Sofia Funded - - - - - - 344k 4.3k - - -152k -31% - - 95 2%
3.4 Objectivity 1998 Sunnyvale Funded - - - - - - 1.5M 7.7k - - 312k 27% - - -171 -2%
3.1 Franz 1984 Oakland Unfunded - - - - - 1 537k 3.1k - - 56k 12% - - -1431 -37%
2.5 Complexible 2005
Washingto
n D.C.
Seed $2M - - - - - 10M 516 - - - - - - - -
2.5 VelocityDB 2011 Carlsbad Unfunded - - - - - - 4M 55 - - 3M 108% - - 3 4%
2.2 Lynx Analytics 2010 Singapore Seed $10M - - - - 1 4.5M - - - - - - - - -
1.9 Blazegraph 2006 Greensboro Unfunded - - - - - - 911k 746 - - -270k -24% - - 15 2%
1.6 Kobrix 2010 Hollywood Unfunded - - - - - - 4.5M 85 - - 140k 2% - - 2 2%
1.3 Apache Giraph 2011 Delaware Unfunded - - - - - - - - - - - - - - - -
0.9 InfoGrid 2008 Bangalore Unfunded - - - - - - 5.9M 95 - - 900k 19% - - - -1%
0.6 NitrosBase 2014 Moscow Funded - - - - - - 10M 6 - - - - - - -1 -20%

Incubators Entrepreneur First (#1), Alchemist Accelerator (#1)
Seed White Cloud Capital (#1), Tuhua Fund (#1)
Series A/B Accel Partners (#2), Intel Capital (#2)
Series C+ Battery Ventures (#1), In-Q-Tel (#1)
StreamBase Jun - 2013
Acq by TIBCO Spotfire
Series A
Streaml (2016, Palo Alto)
$20M - Series B
StreamSets (2014, San Francisco,
$33M)
$2.6M - Seed
Hadean (2014, London, $2.6M)
$50M - Series C
$3.7M - Series A
SnappyData (2016, Portland, $3.7M)
Seed
Nyriad (2014, Cambridge)
$6.2M - Series A
data Artisans (2014, Berlin, $7.3M)
$270k - Series B
SQLstream (2002, San Francisco,
$6.3M)
$12.5M - Series A
StreamSets (2014, San Francisco,
$33M)
$20M - Series B
Striim (2012, Palo Alto, $31M)
Dec 2017
StreamSets Debuts Dataflow Management, Data Ingestion
Tools Targeting IoT And Cybersecurity Applications, CRN
Dec 2017
StreamSets Control Hub(TM) Brings DevOps Sensibilities to
Dataflows , Marketwired
Dec 2017
Revera partners with Nyriad to deliver blockchain Govt pilot,
Reseller
Dec 2017
Striim Recognized as Overall ‘Best Place to Work’ in the US
by Comparably, Business Wire
Nov 2017
Confluent Cloud Uses Apache Kafka for Streaming Data as a
Service, eWEEK
Nov 2017
Tyan and Nyriad With GPU-Accelerated Storage Server
Solution, StorageNewsletter
Oct 2017
Cloudera, Partners to Develop Service Built to Aid Next-Gen
Cyber Hub Deployment, ExecutiveBiz
Sep 2017
Impetus Technologies to Showcase Full Breadth of Big Data
Warehouse Modernization Solutions at Strata Data
Conference, PR Newswire
Sep 2017
data Artisans Unveils Turnkey Real-Time Stream Processing
for Enterprises, GlobeNewswire
Sep 2017
Data Artisans announces commercial Application Manager
for open source Apache Flink, TechCrunch
Aug 2017
Kafka Wakes Up And Is Metamorphosed Into A Database, The
Next Platform
Aug 2017
Confluent Brings SQL Querying to Kafka Streaming Data, The
New Stack
Aug 2017 StreamSets Names New President, APMdigest
News
0
1
2
3
4
5
$0k
$10M
$20M
$30M
$40M
$50M
$60M
$70M
$80M
2014 2015 2016 2017 2018
YoY Funding Rounds
1
3
10
14
35
M&A/IPO
Series C+
Series A+
Funded
Companies
Covered
Funding Funnel
Realtime Processing > Stream Computing: Market Factsheet
Market: Stream Computing
50
Exits
Recent Investments
Companies that offer real time
data streaming and analysis
platforms
Confluent
(2014, Palo Alto, $81M)
StreamBase
(2003, Lexington, $42.5M)
StreamSets
(2014, San Francisco, $33M)
Striim
(2012, Palo Alto, $31M)
data Artisans
(2014, Berlin, $7.3M)
Top Companies
Big Data Infrastructure > Market Details > Market: Stream Computing

Realtime Processing > Stream Computing: Top Companies
Analyst’s Pick
Big data infrastructure computing stack
Editor's Pick. Stage: Seed
White Cloud Capital, Entrepreneur First

52
Realtime Processing > Stream Computing: Leaderboard
Overall
Rating
Company
Name
Foun
ded
Year
App
Rating
App
UX
Web
UX
News
Web
Traffic
Rank
Social
Follow
ing
Mobile
Downl
oads
# App
Revie
ws
Web Traffic
Rank
Mobile
Downloads
Social
Following
Δ % Δ % Δ %
5.0 Hadean 2014 London Seed $3M - - - 4 1 5.4M 449 - - - - - - 430 507%
4.8 Confluent 2014 Palo Alto Series C $81M 4 - - - 8 81k 9.7k - - 9k 12% - - 2.1k 26%
4.7 Streaml 2016 Palo Alto Series A - - - - 3 2 2.1M 753 - - - - - - 595 310%
4.5 Impetus 1991 Los Gatos Unfunded - - 3 - - 6 571k - 84 5 -37k -6% - - - -
4.4 data Artisans 2014 Berlin Series A $7M - - - - 2 1.1M 2.5k - - 377k 58% - - 398 18%
4.2 StreamSets 2014
San
Francisco
Series B $33M - - - - 11 460k 1.5k - - -16k -3% - - 408 38%
4.1 SQLstream 2002
San
Francisco
Series B $6M - - - - 1 2M 539 - - 2M 130% - - 29 5%
3.9 Nyriad 2014 Cambridge Seed - - - - 3 4 3M 74 - - - - - - 79
-
61622
8%
3.8 SnappyData 2016 Portland Series A $4M - - - - 1 2.7M 277 - - - - - - 24 9%
3.6 StreamBase 2003 Lexington Acquired $43M - - - - 2 10M 8 - - 8M 246% - - -1 -11%
3.5 Concord 2015
New York
City
Acquired - - - - - - 2.4M 376 - - - - - - 3 1%
3.3 Striim 2012 Palo Alto Series B $31M - - - - 6 487k 2.3k - - -102k -17% - - -234 -11%
3.2 Zettar 2008
Mountain
View
Unfunded - - - - 3 1 - 68 - - - - - - - -1%
3.0 Nodeable 2011
San
Francisco
Acquired $2M - - - - - 10M 269 - - - - - - -6 -2%

Market: NewSQL
53
Big Data Infrastructure > Market Details > Market: NewSQL

Market: NewSQL

Market: MPP
56
Big Data Infrastructure > Market Details > Market: MPP

Market: MPP

Market: Key Value Store
59
Big Data Infrastructure > Market Details > Market: Key Value Store

Market: Hadoop
62
Big Data Infrastructure > Market Details > Market: Hadoop

Market: Hadoop

Market: Search
65
Big Data Infrastructure > Market Details > Market: Search

Market: Search

Public Companies
Contents
Feed Summary
Investment Trend
Market Details
Exit Outlook
Investors
News
Appendix
68
Notable Acquisitions
Top Acquirers
Acqui-hires

Public companies
70
Performance indicators of public companies in Big Data Infrastructure
IPO Date Company
Current
MCap
IPO
Mcap
Revenue P/E
Exchange
Ticker
Oct 2017
MongoDB (2007, New York City)
NoSQL database
$1.2B MDB
Apr 2017
Cloudera (2008, Palo Alto)
$1.9B CLDR
Dec 2014
Hortonworks (2011, Palo Alto)
$666M HDP
Jun 2012
$57.3M WAND
Jan 2003
ATTU
Big Data Infrastructure > Exit Outlook > Public Companies

Notable Acquisitions (1/3)
71
Notable Acquisitions in Big Data Infrastructure
Big Data Infrastructure > Exit Outlook > Notable Acquisitions
2016
Acquirer: SAP Deal: $125M
2015
Acquirer: Apple
FoundationDB (2009, Vienna, $22.5M)
Key-Value NoSQL database with SQL layer
Acquirer: Hewlett-Packard
Voltage (2002, Cupertino, $38.6M)
Data-centric encryption and key management
2014
Acquirer: Teradata
RainStor (2004, San Francisco, $25.4M)
Database on HDFS
Acquirer: Red Hat Deal: $175M
InktankProtected Tweets (2012, Los Angeles,
$14.4M)
system

72
2013
Acquirer: TIBCO Spotfire
StreamBase (2003, Lexington, $42.5M)
Complex Event Processing
Acquirer: Actian
ParAccel (2007, San Diego, $84.5M)
Relational Database Managment System for
Business Intelligence
2011
Acquirer: Software AG
Terracotta (2003, San Francisco, $29M)
In-Memory Data Management Platform
Acquirer: Teradata Deal: $263M
Acquirer: Hewlett-Packard
Vertica (2005, Billerica, $23.5M)
Data management solutions and NewSQL database
2010
Acquirer: Dell EMC
Greenplum (2003, San Mateo, $92.9M)
Open source MPP datawarehouse

73
Before 2008
Acquirer: SGI Deal: $90M
Linux Networx (1989, Bluffdale, $47M)
Linux high performance computing for compute,
storage, and visualization solutions
Acquirer: Red Hat Deal: $420M
In memory caching

Most Active Acquirers
74
Big Data Infrastructure > Exit Outlook > Most Active Acquirers

Date Target
Jul-11 Mongo Machine Acq by MongoHQ
May-11 Penguin Computing Acq by MrTed
May-11 Evident Software Acq by TIBCO Spotfire
Nov-10
Actian Acq by Garnett & Helfrich
Capital
Mar-07 Tangosol Acq by Oracle
Feb-06 Sleepycat software Acq by Oracle
Acqui-hires
75
List of Acqui-hires in Big Data Infrastructure
Excludes all details for Chinese companies
Date Target
Nov-17 Decision Lab Acq by Optiv Security
Oct-17 Seastar Acq by Scylla
Sep-17
Orient Technologies Acq by
CallidusCloud
Aug-17 Cycle Computing Acq by Microsoft
Jul-17 StackIQ Acq by Teradata
Dec-16 Driven Acq by Xplenty
Nov-16 DataScale Acq by DataStax
Sep-16 Concord Acq by Akamai
Aug-16
Simba Technologies Acq by Magnitude
Software
Nov-15 Syncsort Acq by Clearlake Capital
Aug-15 Onyara Acq by Hortonworks
Aug-15 ScaleBase Acq by ScaleArc
Apr-15 SequenceIQ Acq by Hortonworks
Apr-15 Tokutek Acq by Percona
Date Target
Feb-15 Mortar Data Acq by Datadog
Feb-15 Xplain.io Acq by Cloudera
Dec-14 WiredTiger Acq by MongoDB
Jul-14 Hadapt Acq by Teradata
Jul-14 Revelytix Acq by Teradata
Jun-14 Ohm Data Acq by WANdisco
Mar-14 Cloudant Acq by IBM
Oct-13 StormDB Acq by TransLattice
Sep-13 HStreaming Acq by Adello
Aug-13 Infochimps Acq by CSC
Jul-13 Akiban Acq by FoundationDB
May-13 Iris Couch Acq by Nodejitsu
May-13 Ubalo Acq by Twitter
Feb-13 Kitenga Acq by Dell
Nov-12 Nodeable Acq by Appcelerator
Big Data Infrastructure > Exit Outlook > Acqui-hires
View all 35 Acqui-hired companies on Tracxn Platform

Contents
Feed Summary
Investment Trend
Market Details
Exit Outlook
Investors
News
Appendix
76
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 (Jan 2013 - Dec 2017)
Index of Most Active VC & PE Investors
SEED STAGE
Data Collective (5 Investments)
Blumberg Capital (2 Investments)
Mayfield
Dawn Capital
Charles River Ventures
Sunstone
Webb Investment Network
Signia Venture Partners
Quest Venture Partners
Ulu Ventures
Draper Esprit
CrunchFund
Atlas Venture
Boulder Ventures
Core Capital Partners
EARLY STAGE
Bain Capital Ventures (5 Investments)
Index Ventures (4 Investments)
Accel Partners (4 Investments)
New Enterprise Associates (3 Investments)
Lightspeed Venture Partners (3 Investments)
Redpoint Ventures (3 Investments)
Andreessen Horowitz (3 Investments)
GV (3 Investments)
Ignition Partners (3 Investments)
Data Collective (3 Investments)
Wing Venture Capital (3 Investments)
In-Q-Tel (3 Investments)
AME Cloud Ventures (3 Investments)
Sequoia Capital (2 Investments)
LATE STAGE
Battery Ventures (2 Investments)
New Enterprise Associates
Sequoia Capital
Mayfield
GV
Ignition Partners
Tenaya Capital
Qualcomm Ventures
CapitalG
MSD Capital
Dawn Capital
Northgate Capital
Scale Venture Partners
A Capital Venture

Contents
Feed Summary
Investment Trend
Market Details
Exit Outlook
Investors
News
Appendix
79
Seed Stage
Early Stage
Late Stage

Data Collective
80
Portfolio in Big Data Infrastructure | Exits | Funds Link | Website | LinkedIn | Twitter
Big Data Infrastructure > Investors > Data Collective
Investments
[Soonicorn] Elastic (2012, Mountain View, $104M, Series C)
[Soonicorn] Confluent (2014, Palo Alto, $81M, Series C)
[Soonicorn] Trifacta (2012, San Francisco, $76.3M, Series E)
[Minicorn] TigerGraph (2012, Redwood City, $31M, Series A)
[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] Uber (2009, San Francisco, $13.2B, Series G)
Mobile app that connects passengers with vehicle drivers for hire
[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] Square (2009, San Francisco, $490M, Public)
Mobile point of sale provider
[Unicorn] Ginkgo Bioworks (2008, Boston, $429M, Series D)
Designs microbes to produce cultured ingredients
[Unicorn] Tango (2009, Mountain View, $367M, Series D)
Free video & voice calls app
[Unicorn] Illumio (2013, Sunnyvale, $267M, Series D)
Adaptive security platform based data center security for workloads
Other Notable Portfolio
Top Exits Recent News on Fund & Portfolio
Geographical Spread Stage of Entry
Jan 2018
Elastic Appoints Betsey Nelson to Board and Janesh
Moorjani as CFO, GlobeNewswire
Nov 2017
Elastic Releases 6.0 with New User Experience Features
for Managing and Operating the Elastic Stack,
GlobeNewswire
Nov 2017 Elastic acquires search startup Swiftype, TechCrunch
Nov 2017
Elasticsearch expands presence in big data analysis, The
Korea Times
Oct 2017
Elastic Partners with Alibaba Cloud to Deliver
Elasticsearch on Alibaba Cloud, GlobeNewswire
Sep 2017
Elastic Delivers ArcSight Integration for Flexible, Scalable,
and Real-Time Security Analytics Capabilities,
GlobeNewswire
Jun 2017 Elastic Acquires Opbeat, APMdigest
May 2017
Elastic Adds Machine Learning into the Elastic Stack,
GlobeNewswire
Apr 2017
Google to add open-source search engine Elasticsearch to
its Cloud Platform, SiliconAngle
None
1 1 1
2
1
3
2
1
1
1
2013 2014 2015 2016 2017 2018
Follow On New Investments
4
-
1
4
9
Undisclosed
Series C+
Series B
Series A
Seed18
-
-
-
-
US

Blumberg Capital
81
Big Data Infrastructure > Investors > Blumberg Capital
People
Investments
[Unicorn] Nutanix (2009, San Jose, $340M, Public)
Converged Compute and storage infrastructure
[Unicorn] Hootsuite (2008, Vancouver, $250M, Series B)
Social Media Management System
[Soonicorn] Kreditech (2012, Hamburg, $281M, Series C)
Personal lending based on big data points
[Soonicorn] Addepar (2009, Mountain View, $206M, Series D)
Portfolio tracker for investors and advisors.
[Soonicorn] Fundbox (2012, Tel Aviv, $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] Revionics (2002, Austin, $56.7M, Series D)
Solutions for optimization of pricing, promotions, markdown, space
and assortment
[Soonicorn] CoverHound (2010, San Francisco, $53M, Series C)
Insurance marketplace for comparing and purchasing insurance plans
[Soonicorn] Zooz (2010, Tel Aviv, $40.5M, Series C)
Technology payment platform with smart routing facility
[Soonicorn] Zeek (2013, Tel Aviv, $12.5M, Series B)
Marketplace for used gift cards.
[Minicorn] Deep Instinct (2015, Tel Aviv, $32M, Series B)
Deep learning based threat detection against APT & zero-day threats
[Minicorn] Trulioo (2009, Vancouver, $25.3M, Series B)
Global ID Verification services & analytics with cyber identity data
Top Exits
Recent News on Fund & Portfolio
David J.
Blumberg
Founder & Managing
Partner
Dec 2017
Panoply, Chartio and Stitch Partnership Offers World’s
First Automatic Cloud Data Stack, Business Wire
Nov 2017
Oct 2017 Panoply Funding Climbs to $13 Million, DEVOPSdigest
Sep 2017
Panoply Raises $5M Series A Funding To Provide Smart
And Agile Data Warehouse Solution, Tech Company News
Aug 2016
Panoply.io raises $7M Series A for its data analytics and
warehousing platform, TechCrunch
None
1 1
2
2013 2014 2015 2016 2017 2018
-
-
-
-
2
Undisclosed
Series C+
Series B
Series A
Seed1
1
-
-
-
Israel
US

Mayfield
82
Big Data Infrastructure > Investors > Mayfield
Investments
[Unicorn] Lyft (2012, San Francisco, $4.2B, Series H)
On-Demand Taxi
[Soonicorn] Adknowledge (2004, Kansas City, $262M, Series D)
Digital Marketing Technology For Advertisers
[Soonicorn] Poshmark (2011, Menlo Park, $203M, Series E)
Mobile P2P Marketplace for fashion products
[Soonicorn] ClassPass (2011, New York City, $154M, Series C)
Membership programs for fitness classes across multiple gyms
[Soonicorn] 3D Robotics (2009, Berkeley, $152M, Series D)
Develops both consumer and commercial drones & autopilot systems
[Soonicorn] Webroot (1997, Broomfield, $109M, Series A)
Endpoint protection suite and threat intelligence platform
[Soonicorn] FiveStars (2011, San Francisco, $105M, Series C)
Customer loyalty program which integrates with merchant POS
systems
[Soonicorn] Centrify (2004, Sunnyvale, $94M, Series E)
Unified identity and access management for enterprise
[Soonicorn] Lendingkart (2014, Ahmedabad, $66.2M, Series C)
Online platform that provides working capital for SMBs in India
[Soonicorn] Amagi (2008, Bangalore, $60.7M, Series D)
Cloud based Localised Advertising on National TV Channels
[Soonicorn] BigPanda (2012, San Francisco, $57.5M, Series B)
Data analytics based automated IT incident management solution
[Soonicorn] Versa Networks (2012, Cupertino, $57.4M, Series
B)
SD-WAN and SD-Security solutions based on NFV
Jan 2018
MapR Recognized for Enterprise Internet of Things (IoT)
Innovation , GlobeNewswire
Jan 2018
MapR Names John Schroeder Chairman and Chief
Executive Officer, Business Wire
Jan 2018
MapR Extends Open Approach to Governance Across All
Enterprise Data, GlobeNewswire
Dec 2017
Podium Achieves Certification on MapR Converged Data
Platform, GlobeNewswire
Dec 2017
MapR names new A/NZ country manager in partner
engagement push, Reseller
Dec 2017
MapR Recognized by InformationWeek, The Tech Tribune
and Stevie Award for Women in Business , GlobeNewswire
Dec 2017
MapR Speeds Up Secure BI/Analytics for Operational
Data, eWEEK
Nov 2017
Xcalar Teams with MapR To Deliver High-Performance
Data Access for Advanced Analytics, PRWeb
Oct 2017
MapR Recognized for Converged Big Data Platform; Doug
Natal Comments, ExecutiveBiz
None
1
2 2
1
2
2013 2014 2015 2016 2017 2018
-
1
1
-
1
Undisclosed
Series C+
Series B
Series A
Seed2
1
-
-
-
US
Latam

Dawn Capital
83
Big Data Infrastructure > Investors > Dawn Capital

Charles River Ventures
84
Big Data Infrastructure > Investors > Charles River Ventures

Sunstone
85
Big Data Infrastructure > Investors > Sunstone

Webb Investment Network
86
Big Data Infrastructure > Investors > Webb Investment Network

Signia Venture Partners
87
Big Data Infrastructure > Investors > Signia Venture Partners

Quest Venture Partners
88
Big Data Infrastructure > Investors > Quest Venture Partners

Ulu Ventures
89
Big Data Infrastructure > Investors > Ulu Ventures

Draper Esprit
90
Big Data Infrastructure > Investors > Draper Esprit

CrunchFund
91
Big Data Infrastructure > Investors > CrunchFund

Atlas Venture
92
Big Data Infrastructure > Investors > Atlas Venture

Boulder Ventures
93
Big Data Infrastructure > Investors > Boulder Ventures

Core Capital Partners
94
Big Data Infrastructure > Investors > Core Capital Partners

Contents
Feed Summary
Investment Trend
Market Details
Exit Outlook
Investors
News
Appendix
95
Seed Stage
Early Stage
Late Stage

Intel Capital
96
Big Data Infrastructure > Investors > Intel Capital

Bain Capital Ventures
97
Big Data Infrastructure > Investors > Bain Capital Ventures

Index Ventures
98
Big Data Infrastructure > Investors > Index Ventures

Accel Partners
99
Big Data Infrastructure > Investors > Accel Partners

100
Big Data Infrastructure > Investors > New Enterprise Associates

Lightspeed Venture Partners
101
Big Data Infrastructure > Investors > Lightspeed Venture Partners

Redpoint Ventures
102
Big Data Infrastructure > Investors > Redpoint Ventures

Andreessen Horowitz
103
Big Data Infrastructure > Investors > Andreessen Horowitz

GV
104
Big Data Infrastructure > Investors > GV

Ignition Partners
105
Big Data Infrastructure > Investors > Ignition Partners

Data Collective
106
Big Data Infrastructure > Investors > Data Collective

Wing Venture Capital
107
Big Data Infrastructure > Investors > Wing Venture Capital

In-Q-Tel
108
Big Data Infrastructure > Investors > In-Q-Tel

AME Cloud Ventures
109
Big Data Infrastructure > Investors > AME Cloud Ventures

Sequoia Capital
110
Big Data Infrastructure > Investors > Sequoia Capital

Contents
Feed Summary
Investment Trend
Market Details
Exit Outlook
Investors
News
Appendix
111
Seed Stage
Early Stage
Late Stage

Intel Capital
112
Big Data Infrastructure > Investors > Intel Capital

Battery Ventures
113
Big Data Infrastructure > Investors > Battery Ventures

114
Big Data Infrastructure > Investors > New Enterprise Associates

Sequoia Capital
115
Big Data Infrastructure > Investors > Sequoia Capital

Mayfield
116
Big Data Infrastructure > Investors > Mayfield

GV
117
Big Data Infrastructure > Investors > GV

Ignition Partners
118
Big Data Infrastructure > Investors > Ignition Partners

Tenaya Capital
119
Big Data Infrastructure > Investors > Tenaya Capital

Qualcomm Ventures
120
Big Data Infrastructure > Investors > Qualcomm Ventures

CapitalG
121
Big Data Infrastructure > Investors > CapitalG

MSD Capital
122
Big Data Infrastructure > Investors > MSD Capital

Dawn Capital
123
Big Data Infrastructure > Investors > Dawn Capital

Northgate Capital
124
Big Data Infrastructure > Investors > Northgate Capital

Scale Venture Partners
125
Big Data Infrastructure > Investors > Scale Venture Partners

A Capital Venture
126
Big Data Infrastructure > Investors > A Capital Venture

Contents
Feed Summary
Investment Trend
Market Details
Exit Outlook
Investors
News
Appendix
127
Incubators
Other Notable Investors
Debt Investors

Big Data Infrastructure > Investors > Index of Ecosystem Investors
Index of Top Ecosystem Investors in Big Data Infrastructure; Q0 2013 - Q3 2017
Index of Ecosystem Investors
INCUBATOR
Alchemist Accelerator (3 Investments)
Magma Venture Partners (2 Investments)
500 Startups
Frost Data Capital
Entrepreneur First
Techfounders
Techstars
The Fabric
Y Combinator
OTHER NOTABLE INVESTORS
Atlantic Bridge Capital (4 Investments)
Accomplice (3 Investments)
Goldman Sachs (3 Investments)
Infosys (3 Investments)
Salesforce (3 Investments)
Accenture (2 Investments)
Altimeter Capital (2 Investments)
Caffeinated Capital (2 Investments)
Future Fund (2 Investments)
Iconiq Capital (2 Investments)
Spring Lake Equity Partners (2 Investments)
Dassault Systems
Altimeter Group
DEBT INVESTORS
Silicon Valley Bank (3 Investments)
Lighter Capital

Contents
Feed Summary
Investment Trend
Market Details
Exit Outlook
Investors
News
Appendix
129
Incubators
Debt Investors

Alchemist Accelerator
130
Big Data Infrastructure > Investors > Alchemist Accelerator
Investments
[Minicorn] LaunchDarkly (2014, Oakland, $32.3M, Series B)
Early User Feedback capture
[Minicorn] Clear Metal (2015, San Francisco, $12M, Series A)
Analytics platform for container shipping industry
[Minicorn] Sense.ly (2013, San Francisco, $11.5M, Series B)
Platform with a virtual nurse for health care monitoring and
management
[Minicorn] MoEngage (2014, Bangalore, $5M, Series A)
Mobile based platform for personalized marketing
[Minicorn] PlayVox (2012, San Francisco, $2.2M, Series A)
Employee Engagement Software for Call centers
[Minicorn] ShoppinPal (2011, Pune, $1.6M, Series A)
Mobile commerce platform for brick & mortar retail stores
May 2015
Qbox leverages $120K Lighter Capital loan to increase
gross margin, Lighter Capital
Aug 2013
StackSearch Announces $260,000 Funding Round,
Innovate Arkansas
Apr 2013 ARK Challenge is a game changer for three startups, Qbox
None
1
2
2013 2014 2015 2016 2017 2018
-
-
-
-
3
Undisclosed
Series C+
Series B
Series A
Seed3
-
-
-
-
US

Magma Venture Partners
131
Big Data Infrastructure > Investors > Magma Venture Partners
People
Investments
[Soonicorn] AppsFlyer (2011, Herzliya, $84M, Series C)
Mobile App Tracking & Campaign Measurement
[Soonicorn] Magisto (2009, Ness Ziona, $20.5M, Series C)
Video editing app
[Minicorn] Innoviz Technologies (2016, Kfar Saba, $82M,
Series B)
Low-cost high definition solid-state LiDAR
[Minicorn] Indegy (2014, Haifa, $18M, Series A)
Industrial firewall based ICS security solution
[Minicorn] Avanan (2014, New York City, $16.4M, Series A)
Cloud based CASB solution
[Minicorn] TabTale (2010, Ramat Hasharon, $13.5M, Series A)
Developer and publisher of interactive games and educational apps for
kids
Top Exits
Yahal Zilka
Co-Founder &
Managing Partner
Modi Rosen
Co-Founder &
Managing Partner
Oct 2017
ScyllaDB Acquires Seastar.io Database-as-a-Service
Technology, PRWeb
Mar 2017
iguazio Demos Industry’s First Integrated Real-Time
Continuous Analytics Solution, DATAVERSITY
Mar 2017
ScyllaDB Takes on Cassandra to Boost Efficiency, Reduce
Latency, The New Stack
Mar 2017 ScyllaDB grabs $16 mln Series B, PE Hub
Dec 2016 Xplenty Raises $4M from Bain Capital Ventures, Citybizlist
None
1 11 1
2013 2014 2015 2016 2017 2018
-
-
1
1
1
Undisclosed
Series C+
Series B
Series A
Seed3
-
-
-
-
Israel

500 Startups
132
Big Data Infrastructure > Investors > 500 Startups
People
Investments
[Unicorn] Grab (2012, Singapore, $3.4B, Series G)
Taxi Booking App
[Unicorn] Credit Karma (2007, San Francisco, $370M, Series D)
Aggregator of various consumer financial products.
[Unicorn] Twilio (2007, San Francisco, $240M, Public)
Cloud Communications API provider
[Unicorn] Canva (2012, Surry Hills, $82.6M, Series B)
Online design platform
[Soonicorn] Udemy (2010, San Francisco, $173M, Series D)
Marketplace for online courses
[Soonicorn] Smule (2008, San Francisco, $144M, Series F)
Developer of social music-making & sharing apps
[Soonicorn] Intercom (2011, San Francisco, $116M, Series D)
Customer communication and Retention Platform
[Soonicorn] Ipsy (2011, San Mateo, $107M, Series B)
Subscription for beauty products
[Soonicorn] Life360 (2008, San Francisco, $94.6M, Series C)
Mobile app that connects family members and close friends
[Soonicorn] VTS (2011, New York City, $87.8M, Series C)
Leasing and asset management software for brokers, investors &
owners.
[Soonicorn] SendGrid (2009, Boulder, $80.5M, Public)
Email delivery and analytics
[Soonicorn] Tradesy (2012, Santa Monica, $79.7M, Series C)
Mobile based P2P marketplace to buy and sell clothing items
[Soonicorn] VivaReal (2009, Sao Paulo, $74.5M, Series C)
Real estate marketplace in Latin America
Top Exits
Dave McClure
Founder, Partner
Dec 2017
Panoply, Chartio and Stitch Partnership Offers World’s
First Automatic Cloud Data Stack, Business Wire
Nov 2017
Oct 2017 Panoply Funding Climbs to $13 Million, DEVOPSdigest
Sep 2017
Panoply Raises $5M Series A Funding To Provide Smart
And Agile Data Warehouse Solution, Tech Company News
Aug 2016
Panoply.io raises $7M Series A for its data analytics and
warehousing platform, TechCrunch
None
11
2013 2014 2015 2016 2017 2018
-
-
-
-
1
Undisclosed
Series C+
Series B
Series A
Seed1
-
-
-
-
Israel

133
Big Data Infrastructure > Investors > Wells Fargo Startup Accelerator

Frost Data Capital
134
Big Data Infrastructure > Investors > Frost Data Capital

Entrepreneur First
135
Big Data Infrastructure > Investors > Entrepreneur First

136
Big Data Infrastructure > Investors > Jerusalem Venture Partners

Techstars
137
Big Data Infrastructure > Investors > Techstars

Y Combinator
138
Big Data Infrastructure > Investors > Y Combinator

Contents
Feed Summary
Investment Trend
Market Details
Exit Outlook
Investors
News
Appendix
139
Incubators
Debt Investors

Atlantic Bridge Capital
140
Big Data Infrastructure > Investors > Atlantic Bridge Capital

Accomplice
141
Big Data Infrastructure > Investors > Accomplice

Goldman Sachs
142
Big Data Infrastructure > Investors > Goldman Sachs

Infosys
143
Big Data Infrastructure > Investors > Infosys

Salesforce
144
Big Data Infrastructure > Investors > Salesforce

Accenture
145
Big Data Infrastructure > Investors > Accenture

Altimeter Capital
146
Big Data Infrastructure > Investors > Altimeter Capital

Caffeinated Capital
147
Big Data Infrastructure > Investors > Caffeinated Capital

Future Fund
148
Big Data Infrastructure > Investors > Future Fund

Iconiq Capital
149
Big Data Infrastructure > Investors > Iconiq Capital

Spring Lake Equity Partners
150
Big Data Infrastructure > Investors > Spring Lake Equity Partners

Altimeter Group
151
Big Data Infrastructure > Investors > Altimeter Group

Contents
Feed Summary
Investment Trend
Market Details
Exit Outlook
Investors
News
Appendix
152
Incubators
Debt Investors

Silicon Valley Bank
153
Big Data Infrastructure > Investors > Silicon Valley Bank

Lighter Capital
154
Big Data Infrastructure > Investors > Lighter Capital

155
Big Data Infrastructure > Investors > Trinity Capital Investment

Contents
Feed Summary
Investment Trend
Key Markets
Exit Outlook
Investors
News
Appendix
156
Recent News

Recent News (1/2)
158
Big Data Infrastructure > News > Recent News
Jan 2018
Actian Transforms IoT With Next Gen Embedded Database
Platform, Business Wire
Jan 2018
XOR Data Exchange Awarded Patent for ‘Measured Reciprocity’
Model, Business Wire
Jan 2018
Elastic Appoints Betsey Nelson to Board and Janesh Moorjani as
CFO, GlobeNewswire
Jan 2018
Cloudera Wins Two 2018 IoT Breakthrough Awards for Connected
Car Innovation, PR Newswire
Jan 2018
MapR Recognized for Enterprise Internet of Things (IoT) Innovation
, GlobeNewswire
Jan 2018
Infiswift Manages Real-Time and Historical Data for IoT Systems
with MemSQL, GlobeNewswire
Jan 2018 Hazelcast Reports 135% Growth in Hazelcast IMDG Usage, Bobsguide
Jan 2018
WANdisco Secures Record Bookings In 2017 Amid Fusion Growth
Ramp-Up, LSE Spreads
Jan 2018
Attunity Wins $1.2 Million in Additional Business with Fortune 100
Company Expanding its Customer Analytics Initiative, PR Newswire
Jan 2018
Snowflake Teams with MicroStrategy to Deliver Fast Access and
Rich Insight to Enterprise Data, PR Newswire
Jan 2018
Tamr Included in Gartner’s Market Guide for Data Preparation,
DATAVERSITY
Jan 2018
Plug and Play Partners With Kodiak Data to Offer First Native,
100GE, In-building Private Cloud Services, PR Newswire
Jan 2018
Gaining momentum: WANdisco announces new position and hire of
a VP of Research, GlobeNewswire
Jan 2018
MapR Names John Schroeder Chairman and Chief Executive Officer,
Business Wire
Jan 2018
Shaun Bierweiler: Hortonworks to Back 2020 Census With Data
Processing Tools | ExecutiveBiz, ExecutiveBiz
Jan 2018
Dataguise DgSecure Named Trend-Setting Product in Data and
Information Management for 2018 by Database Trends &
Applications Magazine, GlobeNewswire
Jan 2018
Syncsort State of Resilience Report Shows Heightened Pressure to
Assure Security and Compliance, High Availability and Disaster
Recovery, Business Wire
Jan 2018
Envestnet | Yodlee Deploys WANdisco Fusion to Enable a Live
Upgrade of Major Cloudera Releases, PR Newswire
Jan 2018
MapR Extends Open Approach to Governance Across All Enterprise
Data, GlobeNewswire
Jan 2018
Technology Pioneer Scott McNealy Joins Redis Labs Advisory Board,
PR Newswire
Jan 2018
Collibra snags $58M Series D led by Iconiq and Battery Ventures to
simplify data governance, TechCrunch

Recent News (2/2)
159
Big Data Infrastructure > News > Recent News
Jan 2018
Snowflake Computing poised to raise a second massive funding
round in less than a year, GeekWire
Jan 2018
WANdisco to deploy data platform directly to 'leading financial
institution' , Digital Look
Dec 2017
Belgium's Collibra reportedly raises €40 million from ICONIQ
Capital, Tech.eu
Dec 2017 Wipro invests USD 2.05 million in Imanis Data, Indiatimes
Dec 2017
ClustrixDB Supports Modern Data Without Sacrificing Performance,
Scalability and ACID Compliance, PR Newswire
Dec 2017
Dataguise DgSecure Named a CRN “Red-Hot Product” from AWS
re:Invent 2017, GlobeNewswire
Dec 2017
Attunity Ltd. Announces Closing of Option Relating to Public
Offering of Ordinary Shares, PR Newswire
Dec 2017
Splice Machine Secures Additional Funding To Launch New Online
Predictive Processing (OLPP) Platform, PR Newswire
Dec 2017
Accenture Forms Alliance with Maana to Help Oil and Gas Client
Accelerate Digital Transformation , WebWire
Dec 2017
Talend Partners With Cloudera, Qlik, and Keyrus to Deliver Real-
time Customer Personalization, Business Wire
Dec 2017
Suresh Vasudevan From Nimble Storage Board’s Director, MemSQL,
StorageNewsletter
Dec 2017
Call for Papers Now Open for Second Annual In-Memory Computing
Summit Europe 2018, GlobeNewswire
Dec 2017 Drexel Hamilton initiates Cloudera , Seeking Alpha
Dec 2017 Drexel Hamilton initiates MongoDB, Seeking Alpha
Dec 2017
Maana Raises $28M from CICC, Accenture and Other Strategic
Investors to Accelerate AI-driven Industrial Digital Transformation,
Business Wire
Dec 2017
Dgraph raises $3M for its open-source distributed graph database,
hits 1.0 release, TechCrunch
Dec 2017
Attunity Wins Multi-Phased Deal With Global Manufacturing
Company to Enable Strategic Data Lake Initiative, PR Newswire
Dec 2017
Paramount Executes Two Floor Lease With MongoDB at 1633
Broadway, Citybizlist
Dec 2017
Splice Machine Selected for Inclusion in Translytical Data Platforms
Report by Independent Research Firm, PR Newswire
Dec 2017 MemSQL Adds Industry Veterans to its Roster , GlobeNewswire
Dec 2017
Hortonworks is Named to the Deloitte Technology Fast 500 as One
of the Fastest Growing Technology Companies, PR Newswire
Dec 2017
StreamSets Debuts Dataflow Management, Data Ingestion Tools
Targeting IoT And Cybersecurity Applications, CRN
Dec 2017 Amazon in talks to acquire cybersecurity startup Sqrrl, SiliconAngle

Contents
Feed Summary
Investment Trend
Key Markets
Exit Outlook
Investors
News
Appendix
160
Explore more on Tracxn Platform
Index of Top companies by Market
Funded Deadpooled Companies

Explore more on Tracxn Platform
162
Companies
Companies Covered
Unicorns
Public Companies
Acquired Companies
Funded Companies
Investment Trends
Recent Investments
Mega Investments
Investment Trend
Markets
BlueBox
Taxonomy
News
Key News
Recent News
Company Stage
Angel Funded
Seed Funded
Early Stage (Series A/B)
Late Stage (Series C+)
Acqui-hires
DeadPooled
Investors Acquirers
Unicorn Investors
Most Active VC &PE Investors
Portfolio of Top Investor
Most Active Acquirer
Big Data Infrastructure > Appendix > Explore Sector on Tracxn Platform

Index of IPOs, Acquisitions, Unicorns, Soonicorns, Minicorns and Editor Picks in Big Data Infrastructure
Index of Top companies by Market (1/6)
163
Big Data Infrastructure > Appendix > Index of Top companies by Market
Big Data Stack
Big Data Stack
IPO Date Apr 2017 Mcap $1.9B
IPO Mcap -
- CLDR P/E -
IPO Date Dec 2014 Mcap $666M
IPO Mcap -
- HDP P/E -
Cloudera (2008, Tokyo)
Comercialized versions of Hadoop distrinutions
Editor's Pick. Stage: Unfunded
MPP
Iconiq Capital, Capital One Growth Ventures,
Madrona Venture Group and 5 Other Investors
Greenplum (2003, San Mateo, $92.9M)
Open source MPP datawarehouse
Stage: Acquired
Meritech Capital Partners, Sun Microsystems,
Sapphire Ventures and 8 Other Investors
ParAccel (2007, San Diego, $84.5M)
Relational Database Managment System for
Business Intelligence
Stage: Acquired
Menlo Ventures, Bay Partners, Mohr Davidow
MPP
Stage: Acquired
Sequoia Capital, IVP, Cambrian Ventures and 7
Other Investors
Cazena (2014, Sunnyvale, $28M)
Big Data as a Service
Editor's Pick. Stage: Series B
Formation 8, Andreessen Horowitz, North Bridge

164
Hadoop
Stage: Acquired
Northgate Capital, Sequoia Capital, General Catalyst
RainStor (2004, San Francisco, $25.4M)
Database on HDFS
Stage: Acquired
Credit Suisse, Storm Ventures, Dow Chemical
Company and 4 Other Investors
Search
Index Ventures, New Enterprise Associates,
Benchmark Capital and 3 Other Investors
SQL on Hadoop
Vertica (2005, Billerica, $23.5M)
Data management solutions and NewSQL database
Stage: Acquired
KPCB, Bessemer Venture Partners, Highland Capital

165
NewSQL
Minicorn. Stage: Series B
Redpoint Ventures, Benchmark Capital, GV and 3
Other Investors
Clustrix (2006, San Francisco, $45.3M)
NewSQL database
Minicorn. Stage: Series D
HighBar Partners, Sequoia Capital, ATA Ventures
NoSQL
NoSQL database
IPO Date Oct 2017 Mcap $1.2B
IPO Mcap -
- MDB P/E -
Database Platform built on Apache Cassandra
KPCB, ClearBridge, Cross Creek Advisors and 12
Other Investors
Unicorn. Stage: Series G
NTT Data, Tenaya Capital, Sequoia Capital and 5
Other Investors
NoSQL
Qiming Venture Partners, Baidu, Ant Financial and
12 Other Investors
Point72 Ventures, GV, Costanoa Venture and 8
Other Investors
Sqrrl (2012, Cambridge, $28.5M)
Threat detection platform based on Apache
Accumulo NoSQL DB
Minicorn. Stage: Series C
Spring Lake Equity Partners, Matrix Partners, Rally

166
NoSQL
FoundationDB (2009, Vienna, $22.5M)
Key-Value NoSQL database with SQL layer
Stage: Acquired
Sutter Hill Ventures, CrunchFund
HarperDB (2017, Denver)
Schema-less, high scale database for both
unstructured and structured data
Editor's Pick. Stage: Unfunded
Realtime Processing
Stream Computing
StreamBase (2003, Lexington, $42.5M)
Complex Event Processing
Stage: Acquired
Horizon Technology Finance, Accel Partners,
Bessemer Venture Partners and 4 Other Investors
Big data infrastructure computing stack
Editor's Pick. Stage: Seed
White Cloud Capital, Entrepreneur First
In-Memory Grid
Terracotta (2003, San Francisco, $29M)
In-Memory Data Management Platform
Stage: Acquired
DAG Ventures, Accel Partners, Benchmark Capital
In memory caching
Stage: Acquired
Accel Partners, Pinnacle Ventures, Matrix Partners

167
Angeles, $14.4M)
system
Stage: Acquired
Shuttleworth, FinTech Innovation Lab
Application
Security
Voltage (2002, Cupertino, $38.6M)
Data-centric encryption and key management
Stage: Acquired
Trident Capital, Menlo Ventures, Cipio Partners and
7 Other Investors
XOR Data Exchange (2014, Austin, $8M)
Big data & policy based data security solution
Chicago Ventures, KGC Capital, Fenway Summer
Management Tools
Data Management
Other Investors
Other Investors

168
Management Tools
Data Management
Policy driven data security and auditing solutions
Drive Capital, Greycroft Partners, Conversion
Capital and 4 Other Investors
IPO Date Jan 2003 Mcap -
IPO Mcap -
- ATTU P/E -
Cluster Management
Linux Networx (1989, Bluffdale, $47M)
Linux high performance computing for compute,
storage, and visualization solutions
Stage: Acquired
Lehman Brothers, Tudor Growth Equity, Canaccord
Adams and 3 Other Investors
IPO Date Jun 2012 Mcap $57.3M
IPO Mcap -
- WAND P/E -

Funded Deadpooled Companies
169
Excludes all details for Chinese companies
Big Data Infrastructure > Appendix > Funded Deadpooled Companies
View all 5 Deadpooled companies on Tracxn Platform
Funding Company Location
$22.3M InfiniDB Frisco
$1.1M Srch2 Irvine
Index of Deadpooled companies in Big Data Infrastructure

Chaitanya Karthik Vellanki
AVP - Research
Krishna Chaitanya Kamisetty
Lead Analyst
Team
170
For research queries write to us at myanalyst@tracxn.com

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