Return-Path: X-Original-To: apmail-spark-user-archive@minotaur.apache.org Delivered-To: apmail-spark-user-archive@minotaur.apache.org Received: from mail.apache.org (hermes.apache.org [140.211.11.3]) by minotaur.apache.org (Postfix) with SMTP id 6CB371808B for ; Tue, 2 Feb 2016 00:36:12 +0000 (UTC) Received: (qmail 24263 invoked by uid 500); 2 Feb 2016 00:36:08 -0000 Delivered-To: apmail-spark-user-archive@spark.apache.org Received: (qmail 24127 invoked by uid 500); 2 Feb 2016 00:36:08 -0000 Mailing-List: contact user-help@spark.apache.org; run by ezmlm Precedence: bulk List-Help: List-Unsubscribe: List-Post: List-Id: Delivered-To: mailing list user@spark.apache.org Received: (qmail 24116 invoked by uid 99); 2 Feb 2016 00:36:08 -0000 Received: from Unknown (HELO spamd3-us-west.apache.org) (209.188.14.142) by apache.org (qpsmtpd/0.29) with ESMTP; Tue, 02 Feb 2016 00:36:08 +0000 Received: from localhost (localhost [127.0.0.1]) by spamd3-us-west.apache.org (ASF Mail Server at spamd3-us-west.apache.org) with ESMTP id F21E218049D for ; Tue, 2 Feb 2016 00:36:07 +0000 (UTC) X-Virus-Scanned: Debian amavisd-new at spamd3-us-west.apache.org X-Spam-Flag: NO X-Spam-Score: 2.398 X-Spam-Level: ** X-Spam-Status: No, score=2.398 tagged_above=-999 required=6.31 tests=[DKIM_SIGNED=0.1, DKIM_VALID=-0.1, DKIM_VALID_AU=-0.1, HTML_MESSAGE=2.5, RCVD_IN_MSPIKE_H2=-0.001, SPF_PASS=-0.001] autolearn=disabled Authentication-Results: spamd3-us-west.apache.org (amavisd-new); dkim=pass (2048-bit key) header.d=gmail.com Received: from mx1-us-west.apache.org ([10.40.0.8]) by localhost (spamd3-us-west.apache.org [10.40.0.10]) (amavisd-new, port 10024) with ESMTP id 3yq3GKOorMeF for ; Tue, 2 Feb 2016 00:36:07 +0000 (UTC) Received: from mail-pa0-f61.google.com (mail-pa0-f61.google.com [209.85.220.61]) by mx1-us-west.apache.org (ASF Mail Server at mx1-us-west.apache.org) with ESMTPS id 22F7020D7C for ; Tue, 2 Feb 2016 00:36:07 +0000 (UTC) Received: by mail-pa0-f61.google.com with SMTP id pv5so30448550pac.1 for ; Mon, 01 Feb 2016 16:36:07 -0800 (PST) DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=gmail.com; s=20120113; h=date:from:to:cc:message-id:in-reply-to:references:subject :mime-version:content-type; bh=e6jyp0L3pCfNRFvTlGwWjtIxmDdmhZTjtZS4DPoU/0c=; b=a9sGWPZcop+Sharm2oRZYro6j7brGWSf0HYut9bO3chphalMGJa43m7HZnxR/Nnce/ r3J7uJ2sESLi0FjVkWpDZff4IjVmNqwTNOlA5Wtqg6DcHFSauTwTq1yyRKIOiHqBT0fF x4z0+xeYX1O7tVfpdHtjeFFQkGavVCq2J0ni22fROHd+pxj4/BZRj5ZfRhlyfeQDcM52 nz6zcOik5LBgxcnA7FMTxGX84PdhnoYxmlcpRXGsOKMqW1i+oo320QO/0YANXp0c0YNE tzi+xe+F0mP7We8duo1wnvRC0u7NTcybs0AYjKf5YKPa+UcrbbGeLNz7ds0eXitV4XSJ 0P5Q== X-Google-DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=1e100.net; s=20130820; h=x-gm-message-state:date:from:to:cc:message-id:in-reply-to :references:subject:mime-version:content-type; bh=e6jyp0L3pCfNRFvTlGwWjtIxmDdmhZTjtZS4DPoU/0c=; b=Imq0IcUfmc+N/iLwA3y0AHlphvB9WO3x1w+wMAuppmveNzYxltXAHmwkXVpjjZ5EdI onx3lznZMtB18i6oCdZl8UwjFyU8rU/AZ0ZIbxthrRiBrEbkp6gEP/rWHWqQhUPyfpq2 QOHAbJsRjNdGD7SKzoMc76sgUZrJtM1tzRuVidkhqIKz1JZiJgzg8Zhz4f4jT1wIY7/0 f28xbDnLUC82cSJWvw4oCJik13jSd8/6SKhbMn04Y4RuEFaEdbpqK1cJKGOD3Cc0i8zq rvU5ZIpODReSt/Dz5jIW8cLyOdCjQ7YHM7QmyuTI/MViyvJJ6wR4/P6dHG+AQYSugKvS eDMw== X-Gm-Message-State: AG10YOS9zGa7kLuCJw5Q+0e20URS4ymfc+mnjJYoBtnPjSpEP1MmPNS3Kv0W5KnwU5GsOvSsZHqM X-Received: by 10.140.93.65 with SMTP id c59mr488824qge.3.1454373366889; Mon, 01 Feb 2016 16:36:06 -0800 (PST) X-Google-Already-Archived: Yes X-Google-Already-Archived-Group-Id: 37cbe57182 X-Google-Doc-Id: 31be482404b57 X-Google-Thread-Id: b8533bcdc0b05c81 X-Google-Message-Url: http://groups.google.com/group/tachyon-users/msg/31be482404b57 X-Google-Thread-Url: http://groups.google.com/group/tachyon-users/t/b8533bcdc0b05c81 X-Google-Web-Client: true Date: Mon, 1 Feb 2016 16:36:06 -0800 (PST) From: Jia Zou To: Tachyon Users Cc: user@spark.apache.org Message-Id: <2c5d3441-d5cf-4597-b13a-4d9efca9ef88@googlegroups.com> In-Reply-To: References: Subject: Re: TTransportException when using Spark 1.6.0 on top of Tachyon 0.8.2 MIME-Version: 1.0 Content-Type: multipart/mixed; boundary="----=_Part_1658_1535558727.1454373366218" X-Google-Token: EPbzv7UFLKHBCA5ozUw0 X-Google-IP: 73.136.19.188 ------=_Part_1658_1535558727.1454373366218 Content-Type: multipart/alternative; boundary="----=_Part_1659_1530717105.1454373366218" ------=_Part_1659_1530717105.1454373366218 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 7bit Hi, Calvin, I am running 24GB data Spark KMeans in a c3.2xlarge AWS instance with 30GB physical memory. Spark will cache data off-heap to Tachyon, the input data is also stored in Tachyon. Tachyon is configured to use 15GB memory, and use tired store. Tachyon underFS is /tmp. The only configuration I've changed is Tachyon data block size. Above experiment is a part of a research project. Best Regards, Jia On Thursday, January 28, 2016 at 9:11:19 PM UTC-6, Calvin Jia wrote: > > Hi, > > Thanks for the detailed information. How large is the dataset you are > running against? Also did you change any Tachyon configurations? > > Thanks, > Calvin > ------=_Part_1659_1530717105.1454373366218 Content-Type: text/html; charset=utf-8 Content-Transfer-Encoding: quoted-printable
Hi, Calvin, I am running =C2=A024GB data Spark KMeans in a= c3.2xlarge AWS instance with 30GB physical memory.
Spark will cache da= ta off-heap to Tachyon, the input data is also stored in Tachyon.
Tachyon is configured to use 15GB memory, and use tired store.
T= achyon underFS is /tmp.

The only configuration I&#= 39;ve changed is Tachyon data block size.

Above ex= periment is a part of a research project.

Best Reg= ards,
Jia

On Thursday, January 28, 2016 at 9:11:19 = PM UTC-6, Calvin Jia wrote:
Hi,

Thanks for the detailed information. H= ow large is the dataset you are running against? Also did you change any Ta= chyon configurations?

Thanks,
Calvin
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