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Le 27 oct. 2016 1:35 PM, "Mich Talebzadeh" <mich.talebza...@gmail.com> a
écrit :

> so I assume Ignite will not work with Spark version >=2?
>
> Dr Mich Talebzadeh
>
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> On 27 October 2016 at 12:27, vincent gromakowski <
> vincent.gromakow...@gmail.com> wrote:
>
>> some options:
>> - ignite for spark 1.5, can deep store on cassandra
>> - alluxio for all spark versions, can deep store on hdfs, gluster...
>>
>> ==> these are best for sharing between jobs
>>
>> - shared sparkcontext and fair scheduling, seems to be not thread safe
>> - spark jobserver and namedRDD, CRUD thread safe RDD sharing between
>> spark jobs
>> ==> these are best for sharing between users
>>
>> 2016-10-27 12:59 GMT+02:00 vincent gromakowski <
>> vincent.gromakow...@gmail.com>:
>>
>>> I would prefer sharing the spark context  and using FAIR scheduler for
>>> user concurrency
>>>
>>> Le 27 oct. 2016 12:48 PM, "Mich Talebzadeh" <mich.talebza...@gmail.com>
>>> a écrit :
>>>
>>>> thanks Vince.
>>>>
>>>> So Ignite uses some hash/in-memory indexing.
>>>>
>>>> The question is in practice is there much use case to use these two
>>>> fabrics for sharing RDDs.
>>>>
>>>> Remember all RDBMSs do this through shared memory.
>>>>
>>>> In layman's term if I have two independent spark-submit running, can
>>>> they share result set. For example the same tempTable etc?
>>>>
>>>> Cheers
>>>>
>>>> Dr Mich Talebzadeh
>>>>
>>>>
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>>>>
>>>> On 27 October 2016 at 11:44, vincent gromakowski <
>>>> vincent.gromakow...@gmail.com> wrote:
>>>>
>>>>> Ignite works only with spark 1.5
>>>>> Ignite leverage indexes
>>>>> Alluxio provides tiering
>>>>> Alluxio easily integrates with underlying FS
>>>>>
>>>>> Le 27 oct. 2016 12:39 PM, "Mich Talebzadeh" <mich.talebza...@gmail.com>
>>>>> a écrit :
>>>>>
>>>>>> Thanks Chanh,
>>>>>>
>>>>>> Can it share RDDs.
>>>>>>
>>>>>> Personally I have not used either Alluxio or Ignite.
>>>>>>
>>>>>>
>>>>>>    1. Are there major differences between these two
>>>>>>    2. Have you tried Alluxio for sharing Spark RDDs and if so do you
>>>>>>    have any experience you can kindly share
>>>>>>
>>>>>> Regards
>>>>>>
>>>>>>
>>>>>> Dr Mich Talebzadeh
>>>>>>
>>>>>>
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>>>>>> *Disclaimer:* Use it at your own risk. Any and all responsibility
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>>>>>> arise from relying on this email's technical content is explicitly
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>>>>>>
>>>>>> On 27 October 2016 at 11:29, Chanh Le <giaosu...@gmail.com> wrote:
>>>>>>
>>>>>>> Hi Mich,
>>>>>>> Alluxio is the good option to go.
>>>>>>>
>>>>>>> Regards,
>>>>>>> Chanh
>>>>>>>
>>>>>>> On Oct 27, 2016, at 5:28 PM, Mich Talebzadeh <
>>>>>>> mich.talebza...@gmail.com> wrote:
>>>>>>>
>>>>>>>
>>>>>>> There was a mention of using Zeppelin to share RDDs with many users.
>>>>>>> From the notes on Zeppelin it appears that this is sharing UI and I am 
>>>>>>> not
>>>>>>> sure how easy it is going to be changing the result set with different
>>>>>>> users modifying say sql queries.
>>>>>>>
>>>>>>> There is also the idea of caching RDDs with something like Apache
>>>>>>> Ignite. Has anyone really tried this. Will that work with multiple
>>>>>>> applications?
>>>>>>>
>>>>>>> It looks feasible as RDDs are immutable and so are registered
>>>>>>> tempTables etc.
>>>>>>>
>>>>>>> Thanks
>>>>>>>
>>>>>>>
>>>>>>> Dr Mich Talebzadeh
>>>>>>>
>>>>>>>
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>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>
>>>>
>>
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