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Helvetica;} +{\colortbl;\red255\green255\blue255;} +\pard\tx560\tx1120\tx1680\tx2240\tx2800\tx3360\tx3920\tx4480\tx5040\tx5600\tx6160\tx6720\pardirnatural\qc + +\f0\fs24 \cf0 jungle\ +node 0} + + + + GridInfo + + GuidesLocked + NO + GuidesVisible + YES + HPages + 1 + ImageCounter + 1 + KeepToScale + + Layers + + + Lock + NO + Name + Layer 1 + Print + YES + View + YES + + + LayoutInfo + + Animate + NO + circoMinDist + 18 + circoSeparation + 0.0 + layoutEngine + dot + neatoSeparation + 0.0 + twopiSeparation + 0.0 + + LinksVisible + NO + MagnetsVisible + NO + MasterSheets + + ModificationDate + 2014-02-02 09:33:45 +0000 + Modifier + Oshiro Nobuyasu + NotesVisible + NO + Orientation + 2 + OriginVisible + NO + PageBreaks + YES + PrintInfo + + NSBottomMargin + + float + 41 + + NSHorizonalPagination + + coded + BAtzdHJlYW10eXBlZIHoA4QBQISEhAhOU051bWJlcgCEhAdOU1ZhbHVlAISECE5TT2JqZWN0AIWEASqEhAFxlwCG + + NSLeftMargin + + float + 18 + + NSPaperSize + + size + {595, 842} + + NSPrintReverseOrientation + + int + 0 + + NSRightMargin + + float + 18 + + NSTopMargin + + float + 18 + + + PrintOnePage + + ReadOnly + NO + RowAlign + 1 + RowSpacing + 36 + SheetTitle + Canvas 1 + SmartAlignmentGuidesActive + YES + SmartDistanceGuidesActive + YES + UniqueID + 1 + UseEntirePage + + VPages + 1 + WindowInfo + + CurrentSheet + 0 + ExpandedCanvases + + + name + Canvas 1 + + + Frame + {{488, 76}, {693, 922}} + ListView + + OutlineWidth + 142 + RightSidebar + + ShowRuler + + Sidebar + + SidebarWidth + 120 + VisibleRegion + {{0, 0}, {558, 783}} + Zoom + 1 + ZoomValues + + + Canvas 1 + 1 + 1 + + + + + diff -r 1ed30dc9fd5c -r 3ca7652a5033 images/bulletinboard.png Binary file images/bulletinboard.png has changed diff -r 1ed30dc9fd5c -r 3ca7652a5033 images/clients_request_servers.png Binary file images/clients_request_servers.png has changed diff -r 1ed30dc9fd5c -r 3ca7652a5033 images/distributed_jungle.png Binary file images/distributed_jungle.png has changed diff -r 1ed30dc9fd5c -r 3ca7652a5033 images/merge_impl1.png Binary file images/merge_impl1.png has changed diff -r 1ed30dc9fd5c -r 3ca7652a5033 images/merge_impl2.png Binary file images/merge_impl2.png has changed diff -r 1ed30dc9fd5c -r 3ca7652a5033 images/merge_impl3.png Binary file images/merge_impl3.png has changed diff -r 1ed30dc9fd5c -r 3ca7652a5033 images/tree_topology.png Binary file images/tree_topology.png has changed diff -r 1ed30dc9fd5c -r 3ca7652a5033 index.html --- a/index.html Sun Feb 02 19:43:58 2014 +0900 +++ b/index.html Mon Feb 03 04:06:55 2014 +0900 @@ -58,7 +58,7 @@

- 分散データベース Jungle に関する研究 + 分散 Database Jungle に関する研究

@@ -281,32 +281,71 @@ -

+

サーバノード同士でツリートポロジーを形成する。データ編集をどのように行ったのかを示すログ commit log を伝搬させデータの分散を行う。

- Jungleの分散実装:掲示板プログラムにおけるMergeの実装 + Jungleの分散実装:掲示板システムにおけるMerge

-

-

+

Mergeとはデータ更新の衝突が起きた際の解決方法

+

Jungleではアプリケーション毎にMergeアルゴリズムを設計

+

後述する性能比較に用いた掲示板システムにおけるMergeの実装を考える

+

掲示板システムにおけるデータ構造を以下に示す

+

+ +

- +
+

+ Jungleの分散実装:掲示板システムにおけるMerge +

+ + + + + + + + + + + + + + +

1

2

3

+ +

- JungleとCassandraの性能比較 + 分散データベースJungleの評価

分散データベースとしてJungleの性能を評価する。

分散Key-ValueデーターべースCassandraと比較を行う。

比較方法は、Jungle, Cassandra をそれぞれバックエンドとした簡易掲示板を作成する。

掲示板に対してHTTP Requestで並列に読み込みと書き込みの負荷をかけ計測する。

+

レスポンスが返る平均時間と標準偏差を求めグラフ化する

+
+

+ 分散Key-ValueストアCassandraの特徴 +

+

ring型トポロジーを形成。ring上にはHash値があり、書き込むデータの +

+

+ + +
+ + +

@@ -328,6 +367,7 @@

サーバ単体の性能と, 分散環境下における性能の2つを調べる。

+

分散環境下におけるノードは全て繋がっている

@@ -335,7 +375,9 @@

実験に使用するブレードサーバの仕様

+ @@ -361,8 +403,46 @@
ブレードサーバなし（物理マシン）
+ +

並列環境

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
VMWareクラスタKVMクラスタ
台数4812
CPUIntel(R) Xeon(R) CPU X5650@2.67GHzIntel(R) Xeon(R) CPU X5650@2.67GHz
コア数44
Memory8GB8GB
OSFedora 16Fedora 16
HyperVisorVMWare ESXiKVM (Linux Fedora 16)
+ +

@@ -419,7 +500,7 @@

- 実験1：単体サーバへの読み込み + 実験1：単体サーバへの負荷（読み込み）

ブレードサーバ一台に対して複数のクライアントからの負荷

@@ -431,12 +512,14 @@ 読み込みの実験結果 +

JungleがCassandraより良い結果を示している

+

45台のときのJungleの最速とCassandraの最遅は3倍近く離れている

- 実験1：単体サーバへの書き込み + 実験1：単体サーバへの負荷（書き込み）

ブレードサーバ一台に対して複数のクライアントからの負荷

@@ -448,6 +531,8 @@ 書き込みの実験結果 +

読み込み同様Jungleのほうが良い結果を示している

+

読み込みよりJungleとCassandraの結果が重なる部分が減っている
@@ -455,20 +540,20 @@

実験1の考察

-

読み込み、書き込みともにJungleの性能がよく。最大2倍以上早い部分もある.

-

特に書き込みに関してはクライアントの数が増えるにつれ差が開いている.

+

読み込み、書き込みともにJungleの性能がよく。平均だけみても2倍以上早い部分もある。

+

特に書き込みに関してはクライアントの数が増えるにつれ差が開いている。

-

これはJungleが全体的にロックが少ないことが要因としてあげられる +

これはJungleが全体的にロックが少ないことが要因としてあげられる。

Jungleは非破壊でデータの保持をするため、読み込みは自由に行える。書き込み時には木のコピーをとりルートノードを入れ替える ときのみロックが発生する。

- 実験2:複数台のサーバに対する負荷 + 実験2:分散環境下における負荷

@@ -516,10 +601,13 @@

実験2の考察

-

こちらもJungleがCassadraのより良い結果を示した。実験1よりも差がでている。

+

こちらもJungleがCassadraより良い結果を示した。実験1よりも差がでている。

Jungleのグラフが横ばいになっていることに注目したい。

-

Cassandraはノードの数が増えるに従いデータを取りにいくノードも増えることでレスポンスが遅くなっている。

+

Jungleはリクエストに対し手元にあるデータを返す。そのためノードの数が増えてもレスポンスの早さを維持できる。

+

Cassandraはデータを持っている数台のノードに読み込みに行くという作業が入るためJungleより遅くなってしまう

Jungleは同期を取らないためデータ全体の整合性は落ちるが、分散管理システムを参考にした設計の有用性を示すことができた。