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TTG Apptimizer
Software Autotuning Toolkit
Pavel Ivanov, PhD
Co-founder and Deputy CEO, Business Development
p_ivanov@ttgLabs.com
Problem: how to increase application
performance?
High-Performance Computing (HPC)
• Current solutions
– Not universal
– Optimization is not efficient enough
2
Решение: автотюнинг
TTG
Apptimizer
Various
processors
Different OSs
Various
interfaces Any data
Our solution: software autotuning
3
Competitive advantages
● Autotuning (dynamic optimization)
● an application optimizes itself in the runtime (no
analogs on the worldwide market)
● Platform-independent solution
● maximum performance for any hardware and
data
● Shorter development cycle
● better time-to-market
● Automatic optimization of the source code
● Less demand for developers’ skills
4
Potential applications and
world market
● Scientific and engineering computations
5
● Data Centers
● Computer games platforms
$11B
$50B
Customer wins
6
Field Potential
performance
gain
Aerodynamics, hydrodynamics,
thermodynamics, strengthening analysis
7-30 fold
Image and video processing, computer
vision
10-40 fold
Rendering and 3D effects 20-70 fold
Monte Carlo simulations 50-300 fold
Molecular dynamics, proteomics, drug
design
20-100 fold
Oil and gas industry 15-40 fold
Computational chemistry 10-80 fold
Cryptanalysis 7-50 fold
Global market
● HPC services and
software*
● $13.1B (2015)
● CAGR = 11%
● Objective: to rank
among the Top 10 global
HPC toolkit vendors
● In five years
7
* HPC Market Report and Forecast (HPC Advisory Council, May 2011)
Competitors
● No direct competitors (yet)
● Indirect competitors
● AMD, Intel, NVIDIA - promotion of their
own processors
● Caps enterprise, GPUSystems, Xcelerit,
StarPU, … – recoding rather than
optimization
● Selling points
● absolutely new approach to optimization
● partnerships vs. competition
8
Marketing
● 2012 - first customers and
partners
● Global Awareness
● professional tradeshows
● publications
● Mentioned in HPC Yearbook 2012
● B2B
● Channels
● Partnerships
9
Roadmap
10 Sales of TTG Apptimizer Workstation in the USA / WE
Launch of TTG Apptimizer Mini-Cluster
First partnerships in the USA / WE
Preparation to ISO-9001
Sales in Asia-Pacific First Partnerships in Asia-Pacific
Launch of TTG Apptimizer Supercomputer
Rep. offices in the USA / UK
ISO-9001 certification
Launch of
TTG Apptimizer Cloud
Rep. office in Asia-Pacific
Financial forecast
Income
statement
Forecast
2013 2014 2015 2016 2017
Sales revenue 1 219 3 821 13 745 18 175 19 805
EBITDA (1 175) (18) 6 132 9 278 9 372
Net profit (1 463) (381) 4 145 6 986 7 194
11
-5000
0
5000
10000
15000
20000
25000
2013 2014 2015 2016 2017
Sales revenue EBITDA Net profit
Objectives
Strategy
● To rank among Top 10
global HPC vendors in
5 years
● Active presence on two
of three global markets
in 4 years
● 50% of Russian market
in 5 years
● $4M of sales revenue in
2 years
After investment
Tactics
● R&D in HPC
● TTG Apptimizer versions
for clusters and
supercomputers (100+
and 1000+ nodes)
● TTG Apptimizer Cloud
● Aggressive
marketing, network of
partners, sales channels
● ISO 9001
12
Investment needs
Investments
● $1.7M
● Share up to 25%
● IRR = 87%
● ROI in 4 years
Exit
● Sale of a share to
● Investment Foundation
● Intel, AMD, NVIDIA
13
Team
Management: Pavel Ivanov
• 20 years in IT
• Management of numerous IT-projects (sofware
development, marketing)
• Solid expertise in w/w IT trends and market
Key developers: Maxim Krivov, Sergei
Grizan, Michael Pritula
• 15+ years in software development
• Dozens of projects in parallel
programming, HPC, and development tools
• Numerous wins in professional contests
• Trainings in large IT companies
• TopCoder 1611
14
Thank you!
ttgLabs.com
Pavel Ivanov
p_ivanov@ttgLabs.com

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Ttg labs presentation for investors v1.1 eng

  • 1. TTG Apptimizer Software Autotuning Toolkit Pavel Ivanov, PhD Co-founder and Deputy CEO, Business Development p_ivanov@ttgLabs.com
  • 2. Problem: how to increase application performance? High-Performance Computing (HPC) • Current solutions – Not universal – Optimization is not efficient enough 2
  • 4. Competitive advantages ● Autotuning (dynamic optimization) ● an application optimizes itself in the runtime (no analogs on the worldwide market) ● Platform-independent solution ● maximum performance for any hardware and data ● Shorter development cycle ● better time-to-market ● Automatic optimization of the source code ● Less demand for developers’ skills 4
  • 5. Potential applications and world market ● Scientific and engineering computations 5 ● Data Centers ● Computer games platforms $11B $50B
  • 6. Customer wins 6 Field Potential performance gain Aerodynamics, hydrodynamics, thermodynamics, strengthening analysis 7-30 fold Image and video processing, computer vision 10-40 fold Rendering and 3D effects 20-70 fold Monte Carlo simulations 50-300 fold Molecular dynamics, proteomics, drug design 20-100 fold Oil and gas industry 15-40 fold Computational chemistry 10-80 fold Cryptanalysis 7-50 fold
  • 7. Global market ● HPC services and software* ● $13.1B (2015) ● CAGR = 11% ● Objective: to rank among the Top 10 global HPC toolkit vendors ● In five years 7 * HPC Market Report and Forecast (HPC Advisory Council, May 2011)
  • 8. Competitors ● No direct competitors (yet) ● Indirect competitors ● AMD, Intel, NVIDIA - promotion of their own processors ● Caps enterprise, GPUSystems, Xcelerit, StarPU, … – recoding rather than optimization ● Selling points ● absolutely new approach to optimization ● partnerships vs. competition 8
  • 9. Marketing ● 2012 - first customers and partners ● Global Awareness ● professional tradeshows ● publications ● Mentioned in HPC Yearbook 2012 ● B2B ● Channels ● Partnerships 9
  • 10. Roadmap 10 Sales of TTG Apptimizer Workstation in the USA / WE Launch of TTG Apptimizer Mini-Cluster First partnerships in the USA / WE Preparation to ISO-9001 Sales in Asia-Pacific First Partnerships in Asia-Pacific Launch of TTG Apptimizer Supercomputer Rep. offices in the USA / UK ISO-9001 certification Launch of TTG Apptimizer Cloud Rep. office in Asia-Pacific
  • 11. Financial forecast Income statement Forecast 2013 2014 2015 2016 2017 Sales revenue 1 219 3 821 13 745 18 175 19 805 EBITDA (1 175) (18) 6 132 9 278 9 372 Net profit (1 463) (381) 4 145 6 986 7 194 11 -5000 0 5000 10000 15000 20000 25000 2013 2014 2015 2016 2017 Sales revenue EBITDA Net profit
  • 12. Objectives Strategy ● To rank among Top 10 global HPC vendors in 5 years ● Active presence on two of three global markets in 4 years ● 50% of Russian market in 5 years ● $4M of sales revenue in 2 years After investment Tactics ● R&D in HPC ● TTG Apptimizer versions for clusters and supercomputers (100+ and 1000+ nodes) ● TTG Apptimizer Cloud ● Aggressive marketing, network of partners, sales channels ● ISO 9001 12
  • 13. Investment needs Investments ● $1.7M ● Share up to 25% ● IRR = 87% ● ROI in 4 years Exit ● Sale of a share to ● Investment Foundation ● Intel, AMD, NVIDIA 13
  • 14. Team Management: Pavel Ivanov • 20 years in IT • Management of numerous IT-projects (sofware development, marketing) • Solid expertise in w/w IT trends and market Key developers: Maxim Krivov, Sergei Grizan, Michael Pritula • 15+ years in software development • Dozens of projects in parallel programming, HPC, and development tools • Numerous wins in professional contests • Trainings in large IT companies • TopCoder 1611 14