8th	
  USENIX	
  
Conference	
  on	
  File	
  and	
  Storage	
  
   Technologies	
  (FAST	
  ’10)	

                                     	
  

2010 3 31
USENIX	
•                                                          	
  
     –  Annual	
  Technical	
  Conference	
  
     –  FAST:	
  Conference	
  on	
  File	
  and	
  Storage	
  Technologies	
  
     –  LISA:	
  Large	
  InstallaEon	
  System	
  AdministraEon	
  Conference	
  
     –  OSDI:	
  Symposium	
  on	
  OperaEng	
  Systems	
  Design	
  and	
  
        ImplementaEon	
  
     –  NSDI:	
  Symposium	
  on	
  Networked	
  Systems	
  Design	
  and	
  
        ImplementaEon	
  
     –  Security	
  Symposium	
  
•                                                                        	
  
     –  Hot{Cloud,	
  Dep,	
  Mobile,	
  OS,	
  Par,	
  Power,	
  Sec,	
  Storage}	
  
FAST’10	
                      	
•             2010 2 23 26 	
  
•                       	
  
• 

                                                          	
  
•                     20% 18/89 	
  
•                 350+ 	
  
     –                                     NEC 	
  
                         NEDO                	
                         hZp://www.usenix.org/	
  
     events/fast10/
Tutorials	
•  Solid-­‐State	
  Storage:	
  Technology,	
  Design,	
  and	
  
   ApplicaBon,	
  Richard	
  Freitas	
  and	
  Larry	
  Chiu,	
  IBM	
  
    –                                PCM                                  	
  
         •  ASPLOS	
  2010 Best	
  paper              PCM          	
  
    –  Quick	
  Silver                       SSD                                 	
  
         •      SSD                            	
  
•  Storage	
  and	
  Network	
  DeduplicaBon	
  Technologies,	
  
   Michael	
  Condict,	
  NetApp	
  
    –                    dedup                              	
  
    –         dedup                   	
  
•  Clustered	
  and	
  Parallel	
  Storage	
  System	
  Technologies,	
  
   Marc	
  Unangst,	
  Panasas	
  
Keynote	
  Addresses	
•  Technology	
  for	
  Developing	
  Regions	
  
   Eric	
  Brewer,	
  University	
  of	
  California,	
  Berkeley	
  
    –                          IT                                 	
  
         •  WiLDNet                                          WiFi               	
  
         •  TierStore                               FS	
  


•  Enterprise	
  AnalyBcs	
  on	
  Demand	
  
   Oliver	
  Ratzesberger,	
  eBay,	
  Inc.	
  
    –  eBay PayPal IO	
  intensive                                       	
  
    –  AnalyEcs	
  as	
  a	
  Service
Best	
  Paper	
  Awards	
•  quFiles:	
  The	
  Right	
  File	
  at	
  the	
  Right	
  Time	
  
   Kaushik	
  Veeraraghavan	
  and	
  Jason	
  Flinn,	
  University	
  of	
  Michigan;	
  
   Edmund	
  B.	
  NighEngale,	
  MicrosoB	
  Research,	
  Redmond;	
  Brian	
  Noble,	
  
   University	
  of	
  Michigan	
  
     – 
                               	
  
     –       Versioning Security	
  (Context-­‐aware) Odyssey	
  (ApplicaEon-­‐
        aware) Plahorm-­‐specific	
  display     	
  
•  Membrane:	
  OperaBng	
  System	
  Support	
  for	
  Restartable	
  File	
  
   Systems	
  
   Swaminathan	
  Sundararaman,	
  Sriram	
  Subramanian,	
  Abhishek	
  
   Rajimwale,	
  Andrea	
  C.	
  Arpaci-­‐Dusseau,	
  Remzi	
  H.	
  Arpaci-­‐Dusseau,	
  
   and	
  Michael	
  M.	
  Swik,	
  University	
  of	
  Wisconsin—Madison	
  
     –                                                                     	
  
          •                                                         	
  
     –                         Linux	
  FS	
  sub	
  system
Build	
  a	
  BeQer	
  File	
  System	
  and	
  the	
  
   World	
  Will	
  Beat	
  a	
  Path	
  to	
  Your	
  Door	
•  [Best	
  Paper]	
  quFiles:	
  The	
  Right	
  File	
  at	
  the	
  Right	
  Time	
  
   Kaushik	
  Veeraraghavan	
  and	
  Jason	
  Flinn,	
  University	
  of	
  
   Michigan;	
  Edmund	
  B.	
  NighHngale,	
  MicrosoB	
  Research,	
  
   Redmond;	
  Brian	
  Noble,	
  University	
  of	
  Michigan	
  
•  Tracking	
  Back	
  References	
  in	
  a	
  Write-­‐Anywhere	
  File	
  System	
  
   Peter	
  Macko	
  and	
  Margo	
  Seltzer,	
  Harvard	
  University;	
  Keith	
  A.	
  
   Smith,	
  NetApp,	
  Inc.	
  
     –            FS CoW writable	
  snapshot
                                  inode       back	
  reference                        	
  
•  End-­‐to-­‐end	
  Data	
  Integrity	
  for	
  File	
  Systems:	
  A	
  ZFS	
  Case	
  Study	
  
   Yupu	
  Zhang,	
  Abhishek	
  Rajimwale,	
  Andrea	
  C.	
  Arpaci-­‐Dusseau,	
  
   and	
  Remzi	
  H.	
  Arpaci-­‐Dusseau,	
  University	
  of	
  Wisconsin—
   Madison	
  
     –                                              fault	
  injecEon           ZFS           	
  
Looking	
  for	
  Trouble	
•  Black-­‐Box	
  Problem	
  Diagnosis	
  in	
  Parallel	
  File	
  Systems	
  
   Michael	
  P.	
  Kasick,	
  Carnegie	
  Mellon	
  University;	
  Jiaqi	
  Tan,	
  DSO	
  NaHonal	
  
   Labs,	
  Singapore;	
  Rajeev	
  Gandhi	
  and	
  Priya	
  Narasimhan,	
  Carnegie	
  Mellon	
  
   University	
  
      –  BlueGene/P	
  PVFS                                                          	
  
      –                     ”Limping-­‐but-­‐alive” IO
                                                                       	
  
•  A	
  Clean-­‐Slate	
  Look	
  at	
  Disk	
  Scrubbing	
  
   Alina	
  Oprea	
  and	
  Ari	
  Juels,	
  RSA	
  Laboratories	
  
      –  Disk	
  Scrubbing                    (LSE)                                                	
  
      –  LSE                      Staggering adapEve	
  rate                                	
  
      –           SIGMETRICS’07 L.N.Bairavasundaram                           	
  
•  Understanding	
  Latent	
  Sector	
  Errors	
  and	
  How	
  to	
  Protect	
  Against	
  Them	
  
   Bianca	
  Schroeder,	
  SoErios	
  Damouras,	
  and	
  Phillipa	
  Gill,	
  University	
  of	
  
   Toronto	
  
      –  Scrubbing Intra-­‐disk	
  redundancy                                         	
  
      –  NetApp                           LSE                                        20-­‐60%             	
  
         10                                                            50%                	
  
Flash:	
  Savior	
  of	
  the	
  Universe?	
•  DFS:	
  A	
  File	
  System	
  for	
  Virtualized	
  Flash	
  Storage	
  
   William	
  K.	
  Josephson	
  and	
  Lars	
  A.	
  Bongo,	
  Princeton	
  University;	
  David	
  Flynn,	
  
   Fusion-­‐io;	
  Kai	
  Li,	
  Princeton	
  University	
  
      –                                   Fusion-­‐io   ioDrive
                                   	
  
      –                                                               	
  
•  Extending	
  SSD	
  LifeBmes	
  with	
  Disk-­‐Based	
  Write	
  Caches	
  
   Gokul	
  Soundararajan,	
  University	
  of	
  Toronto;	
  Vijayan	
  Prabhakaran,	
  Mahesh	
  
   Balakrishnan,	
  and	
  Ted	
  Wobber,	
  MicrosoB	
  Research	
  Silicon	
  Valley	
  
      –  Griffin SSD                  HDD                                             	
  
      –          sequenEal	
  write                      HDD                 	
  
•  Write	
  Endurance	
  in	
  Flash	
  Drives:	
  Measurements	
  and	
  Analysis	
  
   Simona	
  Boboila	
  and	
  Peter	
  Desnoyers,	
  Northeastern	
  University	
  
      –  USB                                     FTL Flash	
  TranslaEon	
  Layer
                                	
  
      –  IO                   HDD→                                →                               GC	
  
      – 
I/O,	
  I/O,	
  to	
  Parallel	
  I/O	
  We	
  Go	
•  AcceleraBng	
  Parallel	
  Analysis	
  of	
  ScienBfic	
  SimulaBon	
  Data	
  via	
  Zazen	
  
   Tiankai	
  Tu,	
  Charles	
  A.	
  Rendleman,	
  Patrick	
  J.	
  Miller,	
  Federico	
  SacerdoE,	
  and	
  
   Ron	
  O.	
  Dror,	
  D.E.	
  Shaw	
  Research;	
  David	
  E.	
  Shaw,	
  D.E.	
  Shaw	
  Research	
  and	
  
   Columbia	
  University	
  
      –  Zazen                                                	
  
•  Efficient	
  Object	
  Storage	
  Journaling	
  in	
  a	
  Distributed	
  Parallel	
  File	
  System	
  
   Sarp	
  Oral,	
  Feiyi	
  Wang,	
  David	
  Dillow,	
  Galen	
  Shipman,	
  and	
  Ross	
  Miller,	
  
   NaHonal	
  Center	
  for	
  ComputaHonal	
  Sciences	
  at	
  Oak	
  Ridge	
  NaHonal	
  
   Laboratory;	
  Oleg	
  Drokin,	
  Lustre	
  Center	
  of	
  Excellence	
  at	
  Oak	
  Ridge	
  NaHonal	
  
   Laboratory	
  and	
  Sun	
  Microsystems	
  Inc.	
  
      –  Spider Jaugar Lustre
         240GB/s        asynchronous	
  journaling	
  commit	
  
•  Panache:	
  A	
  Parallel	
  File	
  System	
  Cache	
  for	
  Global	
  File	
  Access	
  
   Marc	
  Eshel,	
  Roger	
  Haskin,	
  Dean	
  Hildebrand,	
  Manoj	
  Naik,	
  Frank	
  Schmuck,	
  
   and	
  Renu	
  Tewari,	
  IBM	
  Almaden	
  Research	
  
      –                     pNFS NFS	
  4.1                                     GPFS
Making	
  Management	
  More	
  
                      Manageable	
•  BASIL:	
  Automated	
  IO	
  Load	
  Balancing	
  Across	
  Storage	
  Devices	
  
   Ajay	
  GulaE,	
  Chethan	
  Kumar,	
  and	
  Irfan	
  Ahmad,	
  VMware,	
  Inc.;	
  Karan	
  
   Kumar,	
  Carnegie	
  Mellon	
  University	
  
     –  IO                                                                                                        	
  
•  Discovery	
  of	
  ApplicaBon	
  Workloads	
  from	
  Network	
  File	
  Traces	
  
   Neeraja	
  J.	
  Yadwadkar,	
  Chiranjib	
  BhaZacharyya,	
  and	
  K.	
  Gopinath,	
  
   Indian	
  InsHtute	
  of	
  Science;	
  Thirumale	
  Niranjan	
  and	
  Sai	
  Susarla,	
  	
  
   NetApp	
  Advanced	
  Technology	
  Group	
  
     –  profile	
  HMM                      NFS       opecode	
  trace                                      make
        find tar                	
  
•  Provenance	
  for	
  the	
  Cloud	
  
   Kiran-­‐Kumar	
  Muniswamy-­‐Reddy,	
  Peter	
  Macko,	
  and	
  Margo	
  Seltzer,	
  
   Harvard	
  School	
  of	
  Engineering	
  and	
  Applied	
  Sciences	
  
     –  Data	
  provenance                                                                                                 	
  
           •                               TaPP	
  (Theory	
  and	
  PracEce	
  of	
  Provenance)	
  ’10	
  
     –                                  DAG                                                                              	
  
ConcentraBon:	
  The	
  DeduplicaBon	
  Game	
•  I/O	
  DeduplicaBon:	
  UBlizing	
  Content	
  Similarity	
  to	
  Improve	
  I/O	
  
   Performance	
  
   Ricardo	
  Koller	
  and	
  Raju	
  Rangaswami,	
  Florida	
  InternaHonal	
  
   University	
  
     –  on-­‐disk            OS            IO                dedup	
  
•  HydraFS:	
  A	
  High-­‐Throughput	
  File	
  System	
  for	
  the	
  HYDRAstor	
  
   Content-­‐Addressable	
  Storage	
  System	
  
   CrisEan	
  Ungureanu,	
  NEC	
  Laboratories	
  America;	
  Benjamin	
  Atkin,	
  
   Google;	
  Akshat	
  Aranya,	
  Salil	
  Gokhale,	
  and	
  Stephen	
  Rago,	
  NEC	
  
   Laboratories	
  America;	
  Grzegorz	
  Całkowski,	
  VMware;	
  Cezary	
  
   Dubnicki,	
  9LivesData,	
  LLC;	
  Aniruddha	
  Bohra,	
  Akamai	
  
     –  CAS         HYDRAstor FAST’09
                                                      	
  
•  Bimodal	
  Content	
  Defined	
  Chunking	
  for	
  Backup	
  Streams	
  
   Erik	
  Kruus	
  and	
  CrisEan	
  Ungureanu,	
  NEC	
  Laboratories	
  America;	
  
   Cezary	
  Dubnicki,	
  9LivesData,	
  LLC	
  
     –  dedup                                   CDC          	
  
     –  DER
The	
  Power	
  BuQon	
•  EvaluaBng	
  Performance	
  and	
  Energy	
  in	
  File	
  System	
  Server	
  
   Workloads	
  
   Priya	
  Sehgal,	
  Vasily	
  Tarasov,	
  and	
  Erez	
  Zadok,	
  Stony	
  Brook	
  University	
  
     –           web,	
  fs,	
  mail,	
  db FS ext2,	
  ext3,	
  xfs,	
  reiserfs
                   ops/k	
  joule ops/sec                 	
  
     –          ops/sec                                                           	
  
•  SRCMap:	
  Energy	
  ProporBonal	
  Storage	
  Using	
  Dynamic	
  
   ConsolidaBon	
  
   Akshat	
  Verma,	
  IBM	
  Research,	
  India;	
  Ricardo	
  Koller,	
  Luis	
  Useche,	
  and	
  
   Raju	
  Rangaswami,	
  Florida	
  InternaHonal	
  University	
  
     –                                                                                   	
  
•  [Best	
  Paper]	
  Membrane:	
  OperaBng	
  System	
  Support	
  for	
  Restartable	
  
   File	
  Systems	
  
   Swaminathan	
  Sundararaman,	
  Sriram	
  Subramanian,	
  Abhishek	
  
   Rajimwale,	
  Andrea	
  C.	
  Arpaci-­‐Dusseau,	
  Remzi	
  H.	
  Arpaci-­‐Dusseau,	
  
   and	
  Michael	
  M.	
  Swik,	
  University	
  of	
  Wisconsin—Madison
Intel	
  Museum	



                                                   IBM	
  PC	
  (1981)	




Busicom	
  141-­‐PF 1972 	
              ALTAIR	
  8800	
  (1975)

USENIX FAST2010参加報告

  • 1.
    8th  USENIX   Conference  on  File  and  Storage   Technologies  (FAST  ’10)   2010 3 31
  • 2.
    USENIX •    –  Annual  Technical  Conference   –  FAST:  Conference  on  File  and  Storage  Technologies   –  LISA:  Large  InstallaEon  System  AdministraEon  Conference   –  OSDI:  Symposium  on  OperaEng  Systems  Design  and   ImplementaEon   –  NSDI:  Symposium  on  Networked  Systems  Design  and   ImplementaEon   –  Security  Symposium   •    –  Hot{Cloud,  Dep,  Mobile,  OS,  Par,  Power,  Sec,  Storage}  
  • 3.
    FAST’10   •  2010 2 23 26   •    •    •  20% 18/89   •  350+   –  NEC   NEDO hZp://www.usenix.org/   events/fast10/
  • 4.
    Tutorials •  Solid-­‐State  Storage:  Technology,  Design,  and   ApplicaBon,  Richard  Freitas  and  Larry  Chiu,  IBM   –  PCM   •  ASPLOS  2010 Best  paper PCM   –  Quick  Silver SSD   •  SSD   •  Storage  and  Network  DeduplicaBon  Technologies,   Michael  Condict,  NetApp   –  dedup   –  dedup   •  Clustered  and  Parallel  Storage  System  Technologies,   Marc  Unangst,  Panasas  
  • 5.
    Keynote  Addresses •  Technology  for  Developing  Regions   Eric  Brewer,  University  of  California,  Berkeley   –  IT   •  WiLDNet WiFi   •  TierStore FS   •  Enterprise  AnalyBcs  on  Demand   Oliver  Ratzesberger,  eBay,  Inc.   –  eBay PayPal IO  intensive   –  AnalyEcs  as  a  Service
  • 6.
    Best  Paper  Awards • quFiles:  The  Right  File  at  the  Right  Time   Kaushik  Veeraraghavan  and  Jason  Flinn,  University  of  Michigan;   Edmund  B.  NighEngale,  MicrosoB  Research,  Redmond;  Brian  Noble,   University  of  Michigan   –    –  Versioning Security  (Context-­‐aware) Odyssey  (ApplicaEon-­‐ aware) Plahorm-­‐specific  display   •  Membrane:  OperaBng  System  Support  for  Restartable  File   Systems   Swaminathan  Sundararaman,  Sriram  Subramanian,  Abhishek   Rajimwale,  Andrea  C.  Arpaci-­‐Dusseau,  Remzi  H.  Arpaci-­‐Dusseau,   and  Michael  M.  Swik,  University  of  Wisconsin—Madison   –    •    –  Linux  FS  sub  system
  • 7.
    Build  a  BeQer  File  System  and  the   World  Will  Beat  a  Path  to  Your  Door •  [Best  Paper]  quFiles:  The  Right  File  at  the  Right  Time   Kaushik  Veeraraghavan  and  Jason  Flinn,  University  of   Michigan;  Edmund  B.  NighHngale,  MicrosoB  Research,   Redmond;  Brian  Noble,  University  of  Michigan   •  Tracking  Back  References  in  a  Write-­‐Anywhere  File  System   Peter  Macko  and  Margo  Seltzer,  Harvard  University;  Keith  A.   Smith,  NetApp,  Inc.   –  FS CoW writable  snapshot inode back  reference   •  End-­‐to-­‐end  Data  Integrity  for  File  Systems:  A  ZFS  Case  Study   Yupu  Zhang,  Abhishek  Rajimwale,  Andrea  C.  Arpaci-­‐Dusseau,   and  Remzi  H.  Arpaci-­‐Dusseau,  University  of  Wisconsin— Madison   –  fault  injecEon ZFS  
  • 8.
    Looking  for  Trouble • Black-­‐Box  Problem  Diagnosis  in  Parallel  File  Systems   Michael  P.  Kasick,  Carnegie  Mellon  University;  Jiaqi  Tan,  DSO  NaHonal   Labs,  Singapore;  Rajeev  Gandhi  and  Priya  Narasimhan,  Carnegie  Mellon   University   –  BlueGene/P  PVFS   –  ”Limping-­‐but-­‐alive” IO   •  A  Clean-­‐Slate  Look  at  Disk  Scrubbing   Alina  Oprea  and  Ari  Juels,  RSA  Laboratories   –  Disk  Scrubbing (LSE)   –  LSE Staggering adapEve  rate   –  SIGMETRICS’07 L.N.Bairavasundaram   •  Understanding  Latent  Sector  Errors  and  How  to  Protect  Against  Them   Bianca  Schroeder,  SoErios  Damouras,  and  Phillipa  Gill,  University  of   Toronto   –  Scrubbing Intra-­‐disk  redundancy   –  NetApp LSE 20-­‐60%   10 50%  
  • 9.
    Flash:  Savior  of  the  Universe? •  DFS:  A  File  System  for  Virtualized  Flash  Storage   William  K.  Josephson  and  Lars  A.  Bongo,  Princeton  University;  David  Flynn,   Fusion-­‐io;  Kai  Li,  Princeton  University   –  Fusion-­‐io ioDrive   –    •  Extending  SSD  LifeBmes  with  Disk-­‐Based  Write  Caches   Gokul  Soundararajan,  University  of  Toronto;  Vijayan  Prabhakaran,  Mahesh   Balakrishnan,  and  Ted  Wobber,  MicrosoB  Research  Silicon  Valley   –  Griffin SSD HDD   –  sequenEal  write HDD   •  Write  Endurance  in  Flash  Drives:  Measurements  and  Analysis   Simona  Boboila  and  Peter  Desnoyers,  Northeastern  University   –  USB FTL Flash  TranslaEon  Layer   –  IO HDD→ → GC   – 
  • 10.
    I/O,  I/O,  to  Parallel  I/O  We  Go •  AcceleraBng  Parallel  Analysis  of  ScienBfic  SimulaBon  Data  via  Zazen   Tiankai  Tu,  Charles  A.  Rendleman,  Patrick  J.  Miller,  Federico  SacerdoE,  and   Ron  O.  Dror,  D.E.  Shaw  Research;  David  E.  Shaw,  D.E.  Shaw  Research  and   Columbia  University   –  Zazen   •  Efficient  Object  Storage  Journaling  in  a  Distributed  Parallel  File  System   Sarp  Oral,  Feiyi  Wang,  David  Dillow,  Galen  Shipman,  and  Ross  Miller,   NaHonal  Center  for  ComputaHonal  Sciences  at  Oak  Ridge  NaHonal   Laboratory;  Oleg  Drokin,  Lustre  Center  of  Excellence  at  Oak  Ridge  NaHonal   Laboratory  and  Sun  Microsystems  Inc.   –  Spider Jaugar Lustre 240GB/s asynchronous  journaling  commit   •  Panache:  A  Parallel  File  System  Cache  for  Global  File  Access   Marc  Eshel,  Roger  Haskin,  Dean  Hildebrand,  Manoj  Naik,  Frank  Schmuck,   and  Renu  Tewari,  IBM  Almaden  Research   –  pNFS NFS  4.1 GPFS
  • 11.
    Making  Management  More   Manageable •  BASIL:  Automated  IO  Load  Balancing  Across  Storage  Devices   Ajay  GulaE,  Chethan  Kumar,  and  Irfan  Ahmad,  VMware,  Inc.;  Karan   Kumar,  Carnegie  Mellon  University   –  IO   •  Discovery  of  ApplicaBon  Workloads  from  Network  File  Traces   Neeraja  J.  Yadwadkar,  Chiranjib  BhaZacharyya,  and  K.  Gopinath,   Indian  InsHtute  of  Science;  Thirumale  Niranjan  and  Sai  Susarla,     NetApp  Advanced  Technology  Group   –  profile  HMM NFS opecode  trace make find tar   •  Provenance  for  the  Cloud   Kiran-­‐Kumar  Muniswamy-­‐Reddy,  Peter  Macko,  and  Margo  Seltzer,   Harvard  School  of  Engineering  and  Applied  Sciences   –  Data  provenance   •  TaPP  (Theory  and  PracEce  of  Provenance)  ’10   –  DAG  
  • 12.
    ConcentraBon:  The  DeduplicaBon  Game •  I/O  DeduplicaBon:  UBlizing  Content  Similarity  to  Improve  I/O   Performance   Ricardo  Koller  and  Raju  Rangaswami,  Florida  InternaHonal   University   –  on-­‐disk OS IO dedup   •  HydraFS:  A  High-­‐Throughput  File  System  for  the  HYDRAstor   Content-­‐Addressable  Storage  System   CrisEan  Ungureanu,  NEC  Laboratories  America;  Benjamin  Atkin,   Google;  Akshat  Aranya,  Salil  Gokhale,  and  Stephen  Rago,  NEC   Laboratories  America;  Grzegorz  Całkowski,  VMware;  Cezary   Dubnicki,  9LivesData,  LLC;  Aniruddha  Bohra,  Akamai   –  CAS HYDRAstor FAST’09   •  Bimodal  Content  Defined  Chunking  for  Backup  Streams   Erik  Kruus  and  CrisEan  Ungureanu,  NEC  Laboratories  America;   Cezary  Dubnicki,  9LivesData,  LLC   –  dedup CDC   –  DER
  • 13.
    The  Power  BuQon • EvaluaBng  Performance  and  Energy  in  File  System  Server   Workloads   Priya  Sehgal,  Vasily  Tarasov,  and  Erez  Zadok,  Stony  Brook  University   –  web,  fs,  mail,  db FS ext2,  ext3,  xfs,  reiserfs ops/k  joule ops/sec   –  ops/sec   •  SRCMap:  Energy  ProporBonal  Storage  Using  Dynamic   ConsolidaBon   Akshat  Verma,  IBM  Research,  India;  Ricardo  Koller,  Luis  Useche,  and   Raju  Rangaswami,  Florida  InternaHonal  University   –    •  [Best  Paper]  Membrane:  OperaBng  System  Support  for  Restartable   File  Systems   Swaminathan  Sundararaman,  Sriram  Subramanian,  Abhishek   Rajimwale,  Andrea  C.  Arpaci-­‐Dusseau,  Remzi  H.  Arpaci-­‐Dusseau,   and  Michael  M.  Swik,  University  of  Wisconsin—Madison
  • 14.
    Intel  Museum IBM  PC  (1981) Busicom  141-­‐PF 1972 ALTAIR  8800  (1975)