OZAWA Tsuyoshi 2011-09-23, 13:08
-Re: [announce] Accord: A high-performance coordination service for write-intensive workloads
Andrew Purtell 2011-09-23, 16:16
Some code seems licensed under the GPLv2, some under the LGPL.
Problems worthy of attack prove their worth by hitting back. - Piet Hein (via Tom White)
----- Original Message -----
> From: OZAWA Tsuyoshi <[EMAIL PROTECTED]>
> To: [EMAIL PROTECTED]; [EMAIL PROTECTED]
> Sent: Friday, September 23, 2011 6:08 AM
> Subject: [announce] Accord: A high-performance coordination service for write-intensive workloads
> Sending zookeeper-users and hbase-users ml since there may be some
> cluster developers interested in participating in this project there.
> I am pleased to announce the initial release of Accord, yet another
> coordination service like Apache ZooKeeper.
> ZooKeeper is a de facto standard coordination kernel as you know at present.
> Accord provides ZK-like features as a coordination service. Concretely
> speaking, it features:
> - Accord is a distributed, transactional, and fully-replicated (No SPoF)
> Key-Value Store with strong consistency.
> - Accord can be scale-out up to tens of nodes.
> - Accord servers can handle tens or thousands of clients.
> - The changes for a write request from a client can be notified to the
> other clients.
> - Accord detects events of client's joining/leaving, and notifies
> joined/left client information to the other clients.
> There are some problems in ZK, however, as follows:
> - ZK cannot handle write-intensive workloads well. ZK forwards all write
> requests to a master server. It may be bottleneck in write-intensive
> - ZK is optimized for disk-persistence mode, not for in-memory mode.
> ZOOKEEPER-866 shows that ZK has the other bottleneck outside disk
> persistence, though there are some needs of a fully-replicated storage
> with both strong consistency and low latency.
> - Limited Transaction APIs. ZK can only issue write operations (write,
> del) in a transaction(multi-update).
> These restriction limit the capability of the coordination kernel.
> Accord solves such problems.
> 1. Accord uses Corosync Cluster Engine as a total-order messaging
> infrastructure instead of Zab, an atomic broadcast protocol ZK uses. The
> engine enable any servers to accept and process requests.
> 2. Accord supports in-memory mode.
> 3. More flexible transaction support. Not only write, del operations,
> but also cmp, copy, read operations are supported in transaction operation.
> These differences of the core engine (1, 2) enable us to avoid master
> bottleneck. Benchmark demonstrates that the write-operation throughput
> of Accord is much higher than one of ZooKeeper
> (up to 20 times better throughput at persistent mode, and up to 18 times
> better throughput at in-memory mode).
> The high performance kernel can extend the application ranges. Assumed
> applications are as follows, for instance :
> - Distributed Lock Manager whose lock operations occur at a high
> frequency from thousands of clients.
> I assume that the lock manager for Hbase in particluar. The coordination
> service enables HBase to update multiple rows with ACID properties.
> Hbase acts as distributed DB with ACID properties until the coordination
> service becomes the bottleneck. The new coordination kernel, Accord, can
> handle 18 times better throughput than ZK. As a result, Accord can
> dramatically improve the scalability of Hbase with ACID properties.
> - Metadata management service for large-scale distributed storage,
> including HDFS, Ceph and Sheepdog etc.
> Replicated-master can be implemented easily.
> - Replicated Message Queue or logger (For instance, replicated RabbitMQ).
> and so on.
> The other distributed systems can use Accord features easily because
> Accord provides general-purpose APIs (read/write/del/more flexible
> More information including getting started, benchmarks, and API docs are
> available from our project page :
OZAWA Tsuyoshi 2011-09-23, 16:45
Ted Dunning 2011-09-23, 20:52
Edward Capriolo 2011-09-23, 23:38
OZAWA Tsuyoshi 2011-09-24, 01:54
Ryan Rawson 2011-09-24, 02:09
OZAWA Tsuyoshi 2011-09-24, 05:38
OZAWA Tsuyoshi 2011-09-24, 01:44
OZAWA Tsuyoshi 2011-09-25, 08:14
Flavio Junqueira 2011-09-24, 21:43
OZAWA Tsuyoshi 2011-09-25, 07:02
Ted Dunning 2011-09-25, 11:14
Tsuyoshi OZAWA 2011-09-26, 02:18
Ted Dunning 2011-09-26, 11:56
Tsuyoshi OZAWA 2011-09-27, 02:30
Flavio Junqueira 2011-09-25, 21:49
Ted Dunning 2011-09-25, 22:26
Tsuyoshi OZAWA 2011-09-27, 02:19