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FOSDEM2017	report
5-6th	Feb.	2017
Takayuki	Imada @	OCaml Labs	/	Hitachi	Ltd.
1
FOSDEM2017	overview
Ø An	event	organized	by	volunteers	to	
promote	the	widespread	use	of	free	and	
open	source	software
Ø Over	600	presentations from	various	fields
o My	interests
§ SDN	and	NFV
§ Linux	Containers	and	Microservices
§ Microkernels	and	Component-based	OS
§ Virtualization	and	IaaS
2
Accelerating	TCP	with	TLDK	(1)
Ø Introduction	of	TLDK(Transport	Layer	
Development	Kit
Ø TLDK	based	on	DPDK	enables	us	to	
write	high-speed	TCP/UDP	applications	
much	easier!
Ø TLDK	provides	socket-like	APIs
o Application	driven,	not	data	rx/tx driven
Ø TLDK	targets	pipelined	network	
processing
o similar	to	the	DPDK	approach
3
Accelerating	TCP	with	TLDK	(2)
Ø Highly	optimized	for	Intel	processors
o Cache
o Hugepage
o Memory	localization
Ø Performance	(64-byte	packets)
7.4	Mpps - 1-core,	1-queue
36.4	Mpps - 5-core,	5-queue
4
How	to	run	a	stable	benchmark (1)
Ø Motivation
Getting	unstable	performance	
scores makes	it	difficult	to	analyze	
a	performance	bottleneck
Ø Tells	us	how	to	reduce	noisy	
neighbors!!
5
How	to	run	a	stable	benchmark	(2)
Ø What	you	should	do
o Process	isolation
(by	isolcpus and	taskset)
o Removing	kernel	code	execution
(by	nohz_full and	rcu_nocbs)
6
How	to	run	a	stable	benchmark	(3)
Ø Also	need	consideration	on	cache	and	TLBs
o Data	location	can	be	easily	changed	due	to	your	code	modification!
o In	Python,	PGO(Profiled	Guided	Optimization)	may	help	to	solve	this	issue
->	do	profile-based	hotpath detection,	then	re-compile	Python	on	the	basis	of		the	
profile	information	acquired
7
How	to	run	a	stable	benchmark (4)
Ø Other points	to	be	considered
o Cache	seed
->	can	affect	the	numbers	of	hash	collisions!!
o CPU	frequency
->	can	be	dynamically	changed	from	your	operating	system
8
Thanks!
Ø You	can	check	all	the	presentations	in	FOSDEM2017!!
9
https://fosdem.org/2017/schedule/events/
URLs	for videos

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FOSDEM 2017 Trip Report