IMCSummit 2015 - Day 2 Keynote - In-Memory Computing and the Emergence of Tier -1 Storage
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The document discusses the emergence of tier-1 storage solutions, emphasizing the high performance and low cost of persistent storage. It highlights the ongoing advancements in SSD technologies and the increasing demand for real-time analytics in various sectors. The confluence of improved memory technologies and computing capabilities is anticipated to reshape data analytics and computing paradigms.
IMCSummit 2015 - Day 2 Keynote - In-Memory Computing and the Emergence of Tier -1 Storage
- 1. © 2013 Evaluator Group, Inc. In-‐Memory Compu.ng and the Emergence of Tier -‐1 Storage John Webster Senior Partner [email protected] 7/13/15 1
- 2. © 2012 Evaluator Group, Inc. Overview of Evaluator Group ! Since 1997 delivering comprehensive and objecHve analysis of storage systems and related issues — A team of engineers, systems performance experts and go-‐to-‐market specialists — Expert analysis with detailed informaHon and unbiased opinions ! PracHcal, business-‐oriented, technical perspecHves Slide 2
- 3. © 2012 Evaluator Group, Inc. Research Coverage 7/13/15 3 InformaHon Management & Data Storage Virtualiza.on Data Analy.cs Performance Solid State Hyper-‐ Converged Cloud Services & Object SDS & Virtualiza.on Data Protec.on & Archive
- 4. © 2012 Evaluator Group, Inc. A Few of Our Customers Slide 4
- 5. © 2013 Evaluator Group, Inc. What’s the Point? ! A new scalable, very high performance, low cost Her is persistent storage is emerging (Tier -‐1). ! AdopHon will be accelerated by rapid advances in price for performance and capacity. ! It will, converged with other technologies, enable broad adopHon of real Hme analyHcs. ! Market potenHal for real Hme analyHcs—and real Hme compuHng in general—already exists (and has existed for years). ! At present, the possibiliHes can only be parHally imaged. 7/13/15 5
- 6. © 2013 Evaluator Group, Inc. What is Tier -1? 7/13/15 6
- 7. © 2015 Evaluator Group, Inc. SSD (Tier 0) High-Performance Disks (Tier 1) High-Capacity Disks (Tier 2) External Tier 3 Tape Optical DataMovement Storage System Tiering “Within the Box” and External 7/13/15 7 Response Time µs ms ms seconds SSD = Solid State Device
- 8. © 2015 Evaluator Group, Inc. Persistent In- Memory SSD High-Capacity Disks Tier -1 Data Persistence In-Memory 7/13/15 8 Persistent In- Memory SSD Capacity SSD ..... _ SSD = Solid State Device
- 9. © 2015 Evaluator Group, Inc. What Does the Future for SSD Look Like? 7/13/15 9
- 10. © 2015 Evaluator Group, Inc. Why Enterprise IT Likes SSD ! Elongate tech refresh cycles ! Increased efficiency/reduced cost of virtualized servers ! DeduplicaHon yields gains in price/GB vs. disk ! Lower Opex for machine room environmentals ! ApplicaHon performance (turn muts into show dogs) 7/13/15 10
- 11. © 2015 Evaluator Group, Inc. Why Business Likes SSD 7/13/15 11
- 12. © 2015 Evaluator Group, Inc. Multiple SSD Technologies Advancing in Parallel Non-‐volaHle memory (NVM) technologies under current development ! NAND flash ! MRAM ! Memristor ! ResisHve RAM ! PCM ! Nano 12 7/13/15
- 13. © 2015 Evaluator Group, Inc. Cost of Disk vs Flash 7/13/15 13
- 14. © 2015 Evaluator Group, Inc. Moore’s Law for DRAM 7/13/15 14
- 15. © 2015 Evaluator Group, Inc. NVMe Performance 7/13/15 15
- 16. © 2015 Evaluator Group, Inc. Bottom Line Increasing demand + increasing compe..on + increasing produc.on for SSD = Con.nual improvements in SSD price for performance and scale = Con.nued cost reduc.ons and performance enhancements for In-‐ Memory Compu.ng = Accelera.ng advancements in real .me compu.ng 7/13/15 16
- 17. © 2015 Evaluator Group, Inc. Where is the Demand for Real Time Computing? 7/13/15 17
- 18. © 2013 Evaluator Group, Inc. Enabling Converged, Real-time Analytics 7/13/15 18 The confluence of two major compuHng trajectories: ! ConHnued improvements in memory technology that began with the first digital computers ! Advancement of MPP compuHng that began in the early 1980's
- 19. © 2013 Evaluator Group, Inc. Visions of Real Time Analytics in 2004 7/13/15 19 ! AnalyHc-‐based applicaHons based on convergence of mulHple data sources-‐ potenHally in real Hme ! Interviewed 50 CEOs, CIOs and Technologists from verHcal industry segments ! Visions were of leveraging disparate and pervasive data sources (mobile, sensor, database) in real Hme.
- 20. © 2013 Evaluator Group, Inc. CEO Real Time Visions 2004 ! RFID converged with paHent data in to prevent accidentally inducing adverse reacHons to drugs in a hospital sejng ! MulHple sensory data inputs to monitor and control chemical leaks in chemical producHon ! In-‐store shoe manufacturing ! …. and more 7/13/15 20
- 21. © 2013 Evaluator Group, Inc. Great Visions in 2004, but… ! Data Warehousing systems built around transacHonal, structured data ! Reports made available to business decision makers days to weeks aler data creaHon ! No ability to converge mulHple data sources ! No ability to leverage unstructured data ! Real Hme? Are you kidding? CEOs were incapable of turning their visions into reality 7/13/15 21
- 22. © 2013 Evaluator Group, Inc. The Point? For years there has been demand for analyHcs systems that can converge mulHple data sources and deliver results in real Hme to: ! Business decision makers ! Healthcare and Public sector ! … and Consumers Now we have the systems 7/13/15 22
- 23. © 2013 Evaluator Group, Inc. What are the Possibilities? 7/13/15 23
- 24. © 2013 Evaluator Group, Inc. What if You Could Combine…? ! RoboHcs ! Electronic sensors and sensory data (like IoT) ! Bluetooth communicaHons (mobility) ! Centralized, real Hme analyHcs ! Automated programming ! ConsumerizaHon ! Open source 7/13/15 24
- 25. © 2013 Evaluator Group, Inc. Mobotics 7/13/15 25 • RoboHcs • Electronic sensors and sensory data (like IoT) • Bluetooth communicaHons (mobility) • Centralized, real Hme analyHcs • Automated programming • ConsumerizaHon • Open source
- 26. MeaowMeaow The first open-source web-programmable device and robotics platform. Designed to be used by common web-site programmers, allowing device logic to be updated constantly, by simple programs/web-pages that connect to all other internet data sources and technologies. Chris Stakutis chris.stakutis@ ConcordSoftwareAndExecutiveConsulting.com 978 764 3488
- 27. © 2013 Evaluator Group, Inc. The Point ! A new scalable, very high performance, low cost Her is persistent storage is emerging (Tier -‐1). ! AdopHon will be accelerated by rapid advances in price for performance and capacity. ! It will, converged with other technologies, enable broad adopHon of real Hme analyHcs. ! Market potenHal for real Hme analyHcs—and real Hme compuHng in general—already exists (and has existed for years). ! At present, the possibiliHes can only be parHally imaged. 7/13/15 27
- 28. © 2013 Evaluator Group, Inc. 7/13/15 28 Does In-‐Memory CompuHng change everything? If so, then this summit marks the beginning of a new era in compuHng and I hope to see you at the next one.