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Future Cloud
 Infrastructure

  Science, or
Science Fiction?
   Val Bercovici
 Cloud & Big Data Czar
        NetApp
Val Bercovici
    @valb00
What I hope to
accomplish today...

       &
...and avoid this.
CTO Research Themes




                 Software
                     Defined
                          Networks
Cloud – New Infrastructure Control Point
CTO Research Themes




                 Software
                     Defined
                          Networks
Wither POSIX? Capacity Trends
(RAID  Object RAID  Erasure Coding)




                S3
               Swift
               CDMI
CTO Research Themes




                 Software
                     Defined
                          Networks
Wither ACID? (Big) Data Trends
CTO Research Themes




                 Software
                     Defined
                          Networks
Wither OSI? Networking Trends




                   Software
                       Defined
                            Networks
“Intel Watching” - Interconnects
       Intel to Acquire Fulcrum Microsystems
       Posted by IntelPR in News Stories on Jul 19, 2011 7:55:32 AM

       SANTA CLARA, Calif., July 19, 2011 – Intel Corporation today announced it signed a definitive agreement to acquire
       Fulcrum Microsystems Inc., a privately held fabless semiconductor company that designs Ethernet switch silicon for
       data center network providers.
       ―Intel is transforming from a leading server technology company to a comprehensive data center provider that offers
       computing, storage and networking building blocks,‖ said Kirk Skaugen, Intel vice president and general manager,
       Data Center Group.

From EE Times: Cray sells interconnect hardware unit to Intel
Sylvie Barak      4/24/2012 6:34 PM EDT

MOUNTAIN VIEW, Calif.--Supercomputer maker Cray Inc. has signed a definitive
agreement to sell its interconnect hardware development program and related
intellectual property to Intel Corp. for $140 million in cash.


                   Intel buys Infiniband unit from Qlogic for $125M
                   Associated PressAssociated Press – Mon, Jan 23, 2012
                   SANTA CLARA, Calif. (AP) — Intel Corp. on Monday said it had agreed to buy Qlogic Corp.'s line of
                   Infiniband adapters, used to tie processors together into supercomputing clusters, for $125 million.

                   Intel said the acquisition would help it reach the goal of supplying computers that can perform one
                   exaflop, or a quintillion calculations, per second. The Santa Clara, Calif.-based company expects a
                   "significant number" of Qlogic employees to accept offers to join Intel.

                                            NetApp Confidential - Internal Use Only                                       13
Wither InfiniBand? Networking Trends




                    2001     2010      2014      2017
       Ethernet     1Gb/s    10Gb/s   40Gb/s    100Gb/s
       Infiniband   10Gb/s   40Gb/s   104Gb/s     ??
                     10x       4x      2.5x
Future Networks? EthernetPCIMemory
CTO Research Themes




                 Software
                     Defined
                          Networks
Performance – Storage Class Memory
(SCM)
Revolution from Above, not Below


 1M

100K

10K

 1K

 100

  10

   1




                                    18
Why SCM will need new Interconnects
   Assume 50ns SCM access time (DRAM speed)
   PCIe, InfiniBand latency ≈ 1 μsec = 21x latency
   Read syscall, file in RAM ≈ 260 nsec = 6x latency
   Speed of light in optical fiber ≈ .65 ft / nsec

                        5 ft = 15nsec = 1.3x latency

                        10 ft = 30nsec = 1.6x penalty


       +             40 ft = 120nsec = 3.4x penalty
                                                           +

     5’ server                                          storage
     rack                                               appliance


                                                                    20
Replicated Software Transactional Memory
 (STM)

      Host                               Networked Storage
   Application      Replication
                    of transaction log
   STM library      for reliability
                    and D/R
  transaction
   manager
                                            transaction log
  transactional                              processed into
     memory         streaming protocol         efficient
  DRAM/SCM                                     snapshot
                                               storage

hypervisor/kernel


                                                              21
SCM Roadmap Speculation
  TECH            2009-2011              2012-2015                     2016-2020

           128Mbit 90nm (Omneo)   1Gbit 45nm (Bonelli)

                                  8Gbit 20nm (ISSCC „11)        Hynix/IBM 40nm 1Gbit
PCM
           512Mbit 65nm
           (in mobile handsets)



                                  180nm Evaluator Kit in 2012


ReRAM                             Mass-production in 2013/14


                                  30nm 1Gbit in 2013/14


                                  130nm SRAM replacement        4Gbit chip with LPDDR2 i/f in ‟16
           16Mbit 130nm MRAM
           (SRAM replacement)
STT-MRAM
                                                                           Expected to compete
                                                                           with DRAM/Flash




                                                                                              22
Historical Context




http://antranik.org/using-moores-law-to-predict-future-memory-trends/
Science (Fiction?)
http://www.singularity.com/charts/page70.html
IBM Watson – Circa 2010!
 (SCM + Fast Interconnect + Hadoop)




http://en.wikipedia.org/wiki/Watson_(computer)
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Future Cloud Infrastructure

  • 1. Future Cloud Infrastructure Science, or Science Fiction? Val Bercovici Cloud & Big Data Czar NetApp
  • 2. Val Bercovici @valb00
  • 3. What I hope to accomplish today... &
  • 5. CTO Research Themes Software Defined Networks
  • 6. Cloud – New Infrastructure Control Point
  • 7. CTO Research Themes Software Defined Networks
  • 8. Wither POSIX? Capacity Trends (RAID  Object RAID  Erasure Coding) S3 Swift CDMI
  • 9. CTO Research Themes Software Defined Networks
  • 10. Wither ACID? (Big) Data Trends
  • 11. CTO Research Themes Software Defined Networks
  • 12. Wither OSI? Networking Trends Software Defined Networks
  • 13. “Intel Watching” - Interconnects Intel to Acquire Fulcrum Microsystems Posted by IntelPR in News Stories on Jul 19, 2011 7:55:32 AM SANTA CLARA, Calif., July 19, 2011 – Intel Corporation today announced it signed a definitive agreement to acquire Fulcrum Microsystems Inc., a privately held fabless semiconductor company that designs Ethernet switch silicon for data center network providers. ―Intel is transforming from a leading server technology company to a comprehensive data center provider that offers computing, storage and networking building blocks,‖ said Kirk Skaugen, Intel vice president and general manager, Data Center Group. From EE Times: Cray sells interconnect hardware unit to Intel Sylvie Barak 4/24/2012 6:34 PM EDT MOUNTAIN VIEW, Calif.--Supercomputer maker Cray Inc. has signed a definitive agreement to sell its interconnect hardware development program and related intellectual property to Intel Corp. for $140 million in cash. Intel buys Infiniband unit from Qlogic for $125M Associated PressAssociated Press – Mon, Jan 23, 2012 SANTA CLARA, Calif. (AP) — Intel Corp. on Monday said it had agreed to buy Qlogic Corp.'s line of Infiniband adapters, used to tie processors together into supercomputing clusters, for $125 million. Intel said the acquisition would help it reach the goal of supplying computers that can perform one exaflop, or a quintillion calculations, per second. The Santa Clara, Calif.-based company expects a "significant number" of Qlogic employees to accept offers to join Intel. NetApp Confidential - Internal Use Only 13
  • 14. Wither InfiniBand? Networking Trends 2001 2010 2014 2017 Ethernet 1Gb/s 10Gb/s 40Gb/s 100Gb/s Infiniband 10Gb/s 40Gb/s 104Gb/s ?? 10x 4x 2.5x
  • 16. CTO Research Themes Software Defined Networks
  • 17. Performance – Storage Class Memory (SCM)
  • 18. Revolution from Above, not Below 1M 100K 10K 1K 100 10 1 18
  • 19.
  • 20. Why SCM will need new Interconnects  Assume 50ns SCM access time (DRAM speed)  PCIe, InfiniBand latency ≈ 1 μsec = 21x latency  Read syscall, file in RAM ≈ 260 nsec = 6x latency  Speed of light in optical fiber ≈ .65 ft / nsec 5 ft = 15nsec = 1.3x latency 10 ft = 30nsec = 1.6x penalty + 40 ft = 120nsec = 3.4x penalty + 5’ server storage rack appliance 20
  • 21. Replicated Software Transactional Memory (STM) Host Networked Storage Application Replication of transaction log STM library for reliability and D/R transaction manager transaction log transactional processed into memory streaming protocol efficient DRAM/SCM snapshot storage hypervisor/kernel 21
  • 22. SCM Roadmap Speculation TECH 2009-2011 2012-2015 2016-2020 128Mbit 90nm (Omneo) 1Gbit 45nm (Bonelli) 8Gbit 20nm (ISSCC „11) Hynix/IBM 40nm 1Gbit PCM 512Mbit 65nm (in mobile handsets) 180nm Evaluator Kit in 2012 ReRAM Mass-production in 2013/14 30nm 1Gbit in 2013/14 130nm SRAM replacement 4Gbit chip with LPDDR2 i/f in ‟16 16Mbit 130nm MRAM (SRAM replacement) STT-MRAM Expected to compete with DRAM/Flash 22
  • 25. IBM Watson – Circa 2010! (SCM + Fast Interconnect + Hadoop) http://en.wikipedia.org/wiki/Watson_(computer)