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
Shellac: a distributed web accelerator
Search
Kalan MacRow
December 10, 2013
Research
0
87
Shellac: a distributed web accelerator
Shellac is an HTTP/1.1 distributed caching proxy for Linux.
Kalan MacRow
December 10, 2013
Tweet
Share
More Decks by Kalan MacRow
See All by Kalan MacRow
Vaportrail
kmacrow
0
57
Recognizing Contextual Polarity (Wilson et. al., 2009)
kmacrow
0
55
C Programming on Linux
kmacrow
3
150
Literati Proposal: Literature Recommendation and Difficulty Analysis
kmacrow
0
44
CSCW: Colocated Asynchronous Applications
kmacrow
1
330
Streaming Video
kmacrow
1
160
Data Interchange Formats
kmacrow
0
3.6k
Automatically Generating User Interfaces
kmacrow
1
72
Other Decks in Research
See All in Research
ロボット学習における大規模検索技術の展開と応用
denkiwakame
1
130
診断前の病歴テキストを対象としたLLMによるエンティティリンキング精度検証
hagino3000
1
150
AlphaEarth Foundations: An embedding field model for accurate and efficient global mapping from sparse label data
satai
3
320
機械学習と数理最適化の融合 (MOAI) による革新
mickey_kubo
1
380
言語モデルの地図:確率分布と情報幾何による類似性の可視化
shimosan
5
1.6k
SSII2025 [SS1] レンズレスカメラ
ssii
PRO
2
1.1k
IMC の細かすぎる話 2025
smly
2
660
RHO-1: Not All Tokens Are What You Need
sansan_randd
1
190
GPUを利用したStein Particle Filterによる点群6自由度モンテカルロSLAM
takuminakao
0
350
生成的推薦の人気バイアスの分析:暗記の観点から / JSAI2025
upura
0
280
PhD Defense 2025: Visual Understanding of Human Hands in Interactions
tkhkaeio
1
240
なめらかなシステムと運用維持の終わらぬ未来 / dicomo2025_coherently_fittable_system
monochromegane
0
3.5k
Featured
See All Featured
Put a Button on it: Removing Barriers to Going Fast.
kastner
60
4k
The Web Performance Landscape in 2024 [PerfNow 2024]
tammyeverts
9
850
Designing Dashboards & Data Visualisations in Web Apps
destraynor
231
53k
How to Think Like a Performance Engineer
csswizardry
27
2k
Side Projects
sachag
455
43k
What’s in a name? Adding method to the madness
productmarketing
PRO
23
3.7k
Visualizing Your Data: Incorporating Mongo into Loggly Infrastructure
mongodb
48
9.7k
Raft: Consensus for Rubyists
vanstee
139
7.1k
Documentation Writing (for coders)
carmenintech
75
5k
The Language of Interfaces
destraynor
162
25k
Designing Experiences People Love
moore
142
24k
Creating an realtime collaboration tool: Agile Flush - .NET Oxford
marcduiker
32
2.2k
Transcript
Shellac A distributed web accelerator. Kalan MacRow Data at Scale
‘13
Shellac. (noun) Lac bug resin melted into thin flakes, used
for making varnish Kalan MacRow Data at Scale ‘13
Shellac. (verb) To defeat or beat (someone) decisively Kalan MacRow
Data at Scale ‘13
5.2% of the top 10,000 sites. Kalan MacRow Data at
Scale ‘13
Kalan MacRow Data at Scale ‘13 ! Script interpreters 50+
SQL queries Localization Personalization Template rendering …. ! 3 sec.
• HTTP/1.1 proxy server for Linux 2.5+ • Distributed RAM
cache built on Memcached • Level-triggered edge-polling architecture • 1K lines of Python Kalan MacRow Data at Scale ‘13 Design
Kalan MacRow Data at Scale ‘13 “The key to making
programs fast is to make them do practically nothing” — Mike Haertel, original author of GNU grep Design
Kalan MacRow Data at Scale ‘13 • I/O bound and
largely avoids the GIL • Substantial function/method/syscall call overhead • Iteration with while, for expensive • Event dispatch really suffers, but… Design
Load Balancer Web Server Accelerator Cache Web Server Accelerator Cache
Web Server Accelerator Cache Typical HA Kalan MacRow Data at Scale ‘13
Shellac HA Kalan MacRow Data at Scale ‘13 Load Balancer
Web Server Shellac Web Server Shellac Web Server Shellac Cache Dedicated Cache
Kalan MacRow Data at Scale ‘13 • Interested in performance
both • as a proxy / load balancer • as a caching proxy / accelerator • Graphs: best of Apache, Varnish and worst for Shellac over 3 runs Evaluation
Kalan MacRow Data at Scale ‘13 • 4 x m1.large
instances (4 core Xeon, 8GB) • Elastic Load Balancer • Master for running benchmarks • One availability zone, one region
Kalan MacRow Data at Scale ‘13 Evaluation Apache Benchmark (-n
10k -c 1000)
Evaluation Kalan MacRow Data at Scale ‘13 Apache Benchmark (-n
10k -c 1000)
Evaluation Kalan MacRow Data at Scale ‘13 Apache Benchmark (-n
10k -c 1000)
Kalan MacRow Data at Scale ‘13 Static Dynamic 1 Dynamic
2 Requests / sec. (mean) Evaluation 10K requests, 1K clients
Static Dynamic 1 Dynamic 2 Transfer Rate (KB/s) Kalan MacRow
Data at Scale ‘13 Evaluation 10K requests, 1K clients
Static Dynamic 1 Dynamic 2 Peak Memory Usage (MB) Kalan
MacRow Data at Scale ‘13 Evaluation
Kalan MacRow Data at Scale ‘13 Conclusions • Shellac 0.1.0a
is competitive • as a proxy / load balancer • as a caching proxy / accelerator • A C port might shellac Varnish!
Future • HTTP/1.1 compliance • Try with PyPy JIT’ing, eventually
port to C • Binary format for cache entries • Tighter integration of cache node with proxy Kalan MacRow Data at Scale ‘13
https://github.com/kmacrow/Shellac Kalan MacRow Data at Scale ‘13