Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
dsync: Efficient Block-wise Synchronization of ...
Search
Yuuki Tsubouchi (yuuk1)
May 23, 2014
Technology
2
26k
dsync: Efficient Block-wise Synchronization of Multi-Gigabyte Binary Data
論文輪読会#4
ブロックデバイスレベルで実現するrsyncより高速なバックアップについて
Yuuki Tsubouchi (yuuk1)
May 23, 2014
Tweet
Share
More Decks by Yuuki Tsubouchi (yuuk1)
See All by Yuuki Tsubouchi (yuuk1)
AIスーパーコンピュータにおけるLLM学習処理性能の計測と可観測性 / AI Supercomputer LLM Benchmarking and Observability
yuukit
1
710
SREはサイバネティクスの夢をみるか? / Do SREs Dream of Cybernetics?
yuukit
3
420
SREのためのテレメトリー技術の探究 / Telemetry for SRE
yuukit
13
3.2k
AIスパコン「さくらONE」の オブザーバビリティ / Observability for AI Supercomputer SAKURAONE
yuukit
2
1.2k
AIスパコン「さくらONE」のLLM学習ベンチマークによる性能評価 / SAKURAONE LLM Training Benchmarking
yuukit
2
1k
とあるSREの博士「過程」 / A Certain SRE’s Ph.D. Journey
yuukit
11
6.2k
eBPFを用いたAIネットワーク監視システム論文の実装 / eBPF Japan Meetup #4
yuukit
3
1.7k
クラウドのテレメトリーシステム研究動向2025年
yuukit
4
1.2k
博士論文公聴会: Scaling Telemetry Workloads in Cloud Applications: Techniques for Instrumentation, Storage, and Mining / PhD Defence
yuukit
1
600
Other Decks in Technology
See All in Technology
Datadog Cloud Cost Management で実現するFinOps
taiponrock
PRO
0
140
GitLab Duo Agent Platform + Local LLMサービングで幸せになりたい
jyoshise
0
150
類似画像検索モデルの開発ノウハウ
lycorptech_jp
PRO
4
930
自動テストが巻き起こした開発プロセス・チームの変化 / Impact of Automated Testing on Development Cycles and Team Dynamics
codmoninc
1
1.1k
AIエンジニア Devin と歩む、自律型運用プロセスの構築
a2ito
0
710
どこで打鍵するのが良い? IaCの実行基盤選定について
nrinetcom
PRO
2
170
研究開発部メンバーの働き⽅ / Sansan R&D Profile
sansan33
PRO
4
22k
Introduction to Sansan for Engineers / エンジニア向け会社紹介
sansan33
PRO
6
72k
Claude Codeが爆速進化してプラグイン追従がつらいので半自動化した話 ver.2
rfdnxbro
0
290
LLM のプロダクト導入における開発の裏側と技術的挑戦
recruitengineers
PRO
1
110
Eight Engineering Unit 紹介資料
sansan33
PRO
1
6.9k
生成AIの利用とセキュリティ /gen-ai-and-security
mizutani
1
1.3k
Featured
See All Featured
Being A Developer After 40
akosma
91
590k
Lightning talk: Run Django tests with GitHub Actions
sabderemane
0
140
Data-driven link building: lessons from a $708K investment (BrightonSEO talk)
szymonslowik
1
950
The Straight Up "How To Draw Better" Workshop
denniskardys
239
140k
DevOps and Value Stream Thinking: Enabling flow, efficiency and business value
helenjbeal
1
140
Mind Mapping
helmedeiros
PRO
1
110
Context Engineering - Making Every Token Count
addyosmani
9
740
How to Ace a Technical Interview
jacobian
281
24k
Building a Modern Day E-commerce SEO Strategy
aleyda
45
8.8k
AI Search: Implications for SEO and How to Move Forward - #ShenzhenSEOConference
aleyda
1
1.1k
Effective software design: The role of men in debugging patriarchy in IT @ Voxxed Days AMS
baasie
0
240
Design of three-dimensional binary manipulators for pick-and-place task avoiding obstacles (IECON2024)
konakalab
0
370
Transcript
dsync: Efficient Block-wise Synchronization of Multi Gigabyte Binary data Thomas
Knauth and Christof Fetzer, Technische Universität Dresden ! LISA’13 Best Paper Award id:y_uuki 2014/05/22 จྠಡձ#4
Agenda Backup Problem Implementation Device mapper Evaluation Discussion Conclusion
Better Backup • ωοτϫʔΫτϥϑΟοΫͷ࠷খԽ • νΣοΫαϜܭࢉͷCPUίετ͕ͳ͍ • σΟεΫͷread/writeͷ࠷খԽ • OSͷϖʔδΩϟογϡԚછͷ࠷খԽ
Backup ͷલఏ • ఆظతʹͳΔ͘සൟʹόοΫΞοϓ͍ͨ͠ • σʔλࣗମʹ΄ͱΜͲมߋ͕ͳ͍ • શσʔλྔʹରͯ͠มߋͷ͋ͬͨσʔλ ͔ᷮ
Problem • nc/scp: શσʔλίϐʔ • ωοτϫʔΫτϥϑΟοΫେ • 10Gbps Ethernet,100GB, 83
sec (1.2GB/s) • rsync: ͚ࠩͩసૹ • ࠩܭࢉͷͨΊʹશσʔλಡΈग़͠ඞཁ • νΣοΫαϜܭࢉͷCPUίετߴ͍ • OSͷΩϟογϡԚછ
rsync ᶃ ૹ৴ଆͱड৴ଆͷಉظ͍ͨ͠ϑΝΠϧΛݻఆϒϩοΫʹׂ ! ϒϩοΫ୯ҐͰࠩΛௐͯɺࠩͷ͋ΔϒϩοΫ͚ͩసૹ͍ͨ͠ ! ᶄ ֤ϒϩοΫʹରͯ͠νΣοΫαϜΛܭࢉ͠ɺϒϩοΫͷ༰ͷΘ ΓʹνΣοΫαϜ͚ͩΛૹ৴ !
ᶅ νΣοΫαϜΛൺֱ͕ͯࠩ͋͠Δ͔Ͳ͏͔ΛνΣοΫ ऑ͍νΣοΫαϜ(ܭࢉίετ)ͱڧ͍νΣοΫαϜ(ܭࢉίετߴ) ऑ͍νΣοΫαϜʢϩʔϦϯάνΣοΫαϜʣͰࠩͷ͋ΔϒϩοΫΛ ચ͍ग़ͯ͠ɺڧ͍νΣοΫαϜͰ࣮֬ʹࠩνΣοΫ
Idea • όοΫΞοϓ࣌ʹมߋՕॴΛܾఆ… • νΣοΫαϜΛൺֱ͢Δ͔͠ํ๏͕ͳ͍ • ࠷ॳ͔ΒมߋՕॴΛτϥοΩϯά͢Δ
Implementation • ϒϩοΫσόΠεϨϕϧͰมߋ͞Εͨϒϩο ΫͷτϥοΩϯάใΛอ࣋ • τϥοΩϯάใ: ϒϩοΫ͝ͱͷมߋ༗ແͷ ϑϥά ʢ1bit /
blockʣ • ߹ܭσʔλ: 4TiB -> ϑϥά: 128 MiB
Interface • ϢʔβεϖʔεΠϯλϑΣʔε • ֤σόΠε͝ͱʹ /proc ҎԼʹରԠ͢ΔϑΝΠϧ͕Ͱ͖Δ • /proc/mydev: ϒϩοΫ൪߸ͷϦετɻ͜Εʹॻ͖ࠐΉͱ
bit vector ॳظԽ͞ΕΔ • dmextract: มߋͷ͋ͬͨϒϩοΫͷநग़ stdout:ʢϒϩο Ϋ൪߸, σʔλʣ • dmextract mydev | ssh remotehost dmmerge /dev/ mapper/mydev
Block Device ϒϩοΫσόΠευϥΠό ετϨʔδσόΠε(HDD/SSD) ൚༻ϒϩοΫσόΠευϥΠό ΞϓϦέʔγϣϯ ϖʔδΩϟογϡ ϑΝΠϧγεςϜ ϑΝΠϧͷಡΈॻ͖ཁٻ ϑΝΠϧͱσόΠεͷϒϩοΫͱͷϚοϐϯά
*0ཁٻΛσόΠεʹదͨ͠ܗʹฒସ͑ͳͲ 3".ʹಡΈॻ͖σʔλΛΩϟογϡ ݸʑͷϋʔυΣΞʹ͋Θͤͨॲཧ ε τ Ϩ c δ σ ό Π ε ந Խ
Device mapper http://lc.linux.or.jp/lc2009/slide/T-02-slide.pdf ϒϩοΫσόΠευϥΠό ετϨʔδσόΠε(HDD/SSD) ൚༻ϒϩοΫσόΠευϥΠό ΞϓϦέʔγϣϯ ϖʔδΩϟογϡ ϑΝΠϧγεςϜ ϑΝΠϧͷಡΈॻ͖ཁٻ
ϑΝΠϧͱσόΠεͷϒϩοΫͱͷϚοϐϯά *0ཁٻΛσόΠεʹదͨ͠ܗʹฒସ͑ͳͲ 3".ʹಡΈॻ͖σʔλΛΩϟογϡ ݸʑͷϋʔυΣΞʹ͋Θͤͨॲཧ ε τ Ϩ c δ σ ό Π ε ந Խ %FWJDF NBQQFS ϒϩοΫͷಡΈॻ͖ཁٻΛ ͍Ζ͍Ζม
Device mapper (1) • ෳͷཧϒϩοΫσόΠεΛҰͭͷཧσόΠεͱͯ͠ ଋͶΒΕΔ • Mirror, Stripe, Snapshot
• RAID 0,1,5,10 • Snapshot: ཧσόΠεͷશมߋΛཧσόΠεʹϦμ ΠϨΫτ(Copy on Write) • ͋ͱͰཧσόΠεͱཧσόΠεΛϚʔδՄೳ • ཧσόΠε͔ΒόοΫΞοϓσόΠεʹϦϞʔτϦμ ΠϨΫτͰόοΫΞοϓ࡞ΕΔʁʁ
Device mapper (2) • 2ͭͷࢹ͕͔͚͍ͯΔ -> Snapshot Ͱແཧ • શมߋΛҰ࣌తʹཧσόΠε͕όοϑΝ͢Δඞ
ཁ͕͋Δ όοϑΝ͕͋;Εͯσʔλϩετ • ΦϦδφϧσʔλΛόοΫΞοϓઌͰϚʔδ͢Δ ඞཁ͕͋Δ • Device mapper ϒϩοΫมߋΛτϥοΩϯά͢Δ ͨΊͷશͯͷใΛͭ • liner mapping mode ࣌ͷ’map’ function
Architecture • ཧσόΠεʹରͯ͠τϥοΩϯά͢Δ͔ΘΓʹɺɹ ϧʔϓόοΫσόΠεʹରͯ͠τϥοΩϯά͢Δ • ϧʔϓόοΫσόΠε: ҰൠతͳϑΝΠϧΛϒϩοΫ σόΠεͰ͋Δ͔ͷΑ͏ʹѻ͏ͨΊͷػೳ ϒϩοΫσόΠε %FWJDFNBQQFS
ΞϓϦέʔγϣϯ ϒϩοΫσόΠε ϑΝΠϧγεςϜ ϧʔϓόοΫσόΠε %FWJDFNBQQFS ΞϓϦέʔγϣϯ
Data Structure • RAM্ʹมߋใΛ1ϒϩοΫ͋ͨΓ1bitͰͭ • 1bit ͷཁૉΛͭϒϩοΫͷྻ • ϝϞϦΞϩέʔγϣϯͷ •
kmalloc(), __get_free_pages(), vmalloc() • vmalloc() ͷΈ࣮֬ʹϝΨόΠτ୯ҐͰ֬อՄೳ • kmalloc() εϥϒΦϒδΣΫτ੍ݶ͕͋Δ(32MiB)ɺvmalloc ϖʔδ୯ҐͰ֬อ • ΦϯϝϞϦͳσʔλߏͳͷͰɺγϟοτμϯ࣌ʹτϥοΩϯ άใΛϩετ͢Δ • γϟοτμϯ࣌ʹτϥοΩϯάใΛσΟεΫʹॻ͖ࠐΜͰɺ ىಈ࣌ʹಡΈग़͢ • յΕ͍ͯΕϑϧಉظ
Evaluation (tools) • scp/nc • rsync • blockmd5sync • rsync
ͷϩʔϦϯάνΣοΫαϜͳ͠൛ • ZFS • features: ཧϘϦϡʔϜɺsnapshotɺ2ͭͷsnapshotͷࠩநग़ • ϒϩοΫσόΠεϨϕϧͩͱΞΫηεͰ͖ͳ͍ใ: /tmp ͚ͩແࢹ͢Δ • dsync • ϑΝΠϧγεςϜʹґଘ͠ͳ͍ • ϑΝΠϧγεςϜͷใ͕ͳ͍ͷͰ੍ݶ͋Δ (mtime ͳͲ) • νΣοΫαϜܭࢉͷ͔ΘΓʹɺϒϩοΫ͝ͱʹτϥοΩϯάεςʔλεΛͨ ͤΔ
Evaluation (Benchmarks) • 6-core AMD Phenom II processor • 2
TB spinning disk (Samsung HD204UI), • 128 GB SSD (Intel SSDSC2CT12) • εΠον͝͠ʹΪΨϏοτΠʔαωοτͰଓ
ಉظ࣌ؒ HDD/SSD rsync: 33min, dsync: 7 min )%% 44%
CPUར༻ STZODड৴ଆνΣοΫαϜ STZODૹ৴ଆνΣοΫαϜ ίΞ͍ͬͯΔ
ωοτϫʔΫଳҬ
Discussion • ৗʹ dsync > rsync • rsync dsync
ͷεʔύʔηοτ • rsync dsync ͱಉ͡Α͏ʹશͯͷߋ৽͞ΕͨϒϩοΫ Λread/transmit/merge͢Δ • rsync dsync ʹՃ͑ͯɺߋ৽ϒϩοΫΛܾఆ͢ΔͨΊ ʹɺ”શͯͷϒϩοΫ”Λreadɺchecksumܭࢉ͕ඞཁ • bit vector ͷߋ৽Φʔόϔου • ΦϯϝϞϦ͔ͩΒେͨ͜͠ͱͳ͍
Conclusion • ఆظతͳڊେόΠφϦσʔλͷޮతͳಉظํ ๏ͷఏҊ/࣮ • νΣοΫαϜΛܭࢉ͢ΔΘΓʹɺΦϯϥΠϯ ͰมߋΛτϥοΩϯά • Linux kernel
ͷ Device mapper֦ு • dmextract and dmmerge • rsycnc vs dsync, 32 min vs 7 min
ײ • rsync ͕͕͢͞ʹ͔Θ͍ͦ͏ͳͷͰɺసૹྔ͕͖͍ͯ ͘ΔΠϯλʔωοτܦ༝ͷಉظ࣌ؒൺֱ͕͋ΔͱΑ͞ ͦ͏
Linux 3.2 kernel module patch https://bitbucket.org/tknauth/devicemapper/