Re: Tachyon in Spark

2014-12-12 Thread Haoyuan Li
endency function in > TachyonFS > >> > to create a new linage node. But I did not find any place call that in > >> > Spark code. Did I missed anything? > >> > > >> > Best Regards > >> > > >> > > >> > *Jun Feng L

Re: Spark Streaming with Tachyon : Some findings

2015-05-08 Thread Haoyuan Li
ub.com/apache/spark/pull/158#discussion_r11195271 > > > > > > When I modified the WriteType to CACHE_THROUGH , BlockDropException is > > gone , but it again impact the throughput .. > > > > > > Just curious to know , if Tachyon has any settings which can solve the > > Block Eviction from Cache to Disk, other than explicitly setting > > CACHE_THROUGH ? > > > > Regards, > > Dibyendu > > > > > > > -- Haoyuan Li CEO, Tachyon Nexus <http://www.tachyonnexus.com/> AMPLab, EECS, UC Berkeley http://www.cs.berkeley.edu/~haoyuan/

Re: s3 vfs on Mesos Slaves

2015-05-14 Thread Haoyuan Li
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Re: ephemeral storage level in spark ?

2014-04-05 Thread Haoyuan Li
help; just the storage level > might). > What sort of guarantees does it provide ? How extensible is it ? Or is > it strongly tied to tachyon with only a generic name ? > > > Thanks, > Mridul > -- Haoyuan Li Algorithms, Machines, People Lab, EECS, UC Berkeley http://www.cs.berkeley.edu/~haoyuan/

Re: tachyon dependency

2014-04-07 Thread Haoyuan Li
, Apr 7, 2014 at 7:42 AM, Koert Kuipers wrote: > i noticed there is a dependency on tachyon in spark core 1.0.0-SNAPSHOT. > how does that work? i believe tachyon is written in java 7, yet spark > claims to be java 6 compatible. > -- Haoyuan Li Algorithms, Machines, People Lab, EECS,

Re: on shark, is tachyon less efficient than memory_only cache strategy ?

2014-07-08 Thread Haoyuan Li
om tachyon for > > each > > >> query sql , so, is tachyon less efficient than memory_only cache > > strategy > > >> ? > > >> if yes, can we let spark load all data once from tachyon for all sql > > query > > >> if i want to use tachyon cache strategy since tachyon is more HA than > > >> memory_only ? > > >> > > > -- Haoyuan Li AMPLab, EECS, UC Berkeley http://www.cs.berkeley.edu/~haoyuan/

Re: on shark, is tachyon less efficient than memory_only cache strategy ?

2014-07-13 Thread Haoyuan Li
y > spark itself. > > > > > 2014-07-09 1:19 GMT+08:00 Haoyuan Li : > > > Yes. For Shark, two modes, "shark.cache=tachyon" and > "shark.cache=memory", > > have the same ser/de overhead. Shark loads data from outsize of the > process > &g

Re: on shark, is tachyon less efficient than memory_only cache strategy ?

2014-07-21 Thread Haoyuan Li
each time we execute sql, shark always load data from tachyon, > > it is less effient. > > could we use some cache policy (such as, CacheAllPolicy FIFOCachePolicy > > LRUCachePolicy ) to cache data to invoid reading data from tachyon for > > each sql query? > >