SlideShare ist ein Scribd-Unternehmen logo
1 von 21
Hoard: A Scalable Memory Allocator for Multithreaded Applications Emery Berger , Kathryn McKinley * ,  Robert Blumofe, Paul Wilson Department of Computer Sciences * Department of Computer Science
Motivation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Assessment Criteria for Multiprocessor Allocators ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Uniprocessor Allocators on Multiprocessors ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Allocator-Induced False Sharing ,[object Object],[object Object],[object Object],processor 1 processor 2 x2 = malloc(s); x1 = malloc(s); A cache line thrash
 thrash

Existing Multiprocessor Allocators ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Multiprocessor Allocator I: Pure Private Heaps ,[object Object],[object Object],[object Object],[object Object],[object Object],x1= malloc(s) free(x1) free(x2) x3= malloc(s) x2= malloc(s) x4= malloc(s) processor 1 processor 2 = allocated by heap 1 = free, on heap 2
How to Break Pure Private Heaps: Fragmentation ,[object Object],[object Object],[object Object],[object Object],[object Object],free(x1) x2= malloc(s) free(x2) x1= malloc(s) processor 1 processor 2 x3= malloc(s) free(x3)
Multiprocessor Allocator II: Private Heaps with Ownership ,[object Object],[object Object],[object Object],x1= malloc(s) free(x1) free(x2) x2= malloc(s) processor 1 processor 2
How to Break Private Heaps with Ownership:Fragmentation ,[object Object],[object Object],[object Object],[object Object],[object Object],free(x2) free(x1) free(x3) x1= malloc(s) x2= malloc(s) x3=malloc(s) processor 1 processor 2 processor 3
So What Do We Do Now?
The Hoard Multiprocessor Memory Allocator ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Hoard Example ,[object Object],[object Object],[object Object],x1= malloc(s) processor 1 global heap free(x7) 
 some mallocs 
 some frees Empty fraction = 1/3
Summary of Analytical Results ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Experiments ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Performance:  threadtest speedup (x,P) =  runtime (Solaris allocator, one processor)   /  runtime (x on P processors)
Performance:  Larson Server-style benchmark with sharing
Performance:  false sharing Each thread reads & writes heap data
Fragmentation Results ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Hoard Conclusions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Hoard Heap Details ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],8 16 24 32 40 48 sizeclass bins radix-sorted superblock lists (emptiest to fullest) superblocks

Weitere Àhnliche Inhalte

Was ist angesagt?

Blosc: Sending Data from Memory to CPU (and back) Faster than Memcpy by Franc...
Blosc: Sending Data from Memory to CPU (and back) Faster than Memcpy by Franc...Blosc: Sending Data from Memory to CPU (and back) Faster than Memcpy by Franc...
Blosc: Sending Data from Memory to CPU (and back) Faster than Memcpy by Franc...PyData
 
Give or take a block
Give or take a blockGive or take a block
Give or take a blockTomer Perry
 
Process, Threads, Symmetric Multiprocessing and Microkernels in Operating System
Process, Threads, Symmetric Multiprocessing and Microkernels in Operating SystemProcess, Threads, Symmetric Multiprocessing and Microkernels in Operating System
Process, Threads, Symmetric Multiprocessing and Microkernels in Operating SystemLieYah Daliah
 
It's the memory, stupid! CodeJam 2014
It's the memory, stupid!  CodeJam 2014It's the memory, stupid!  CodeJam 2014
It's the memory, stupid! CodeJam 2014Francesc Alted
 
Limitations of memory system performance
Limitations of memory system performanceLimitations of memory system performance
Limitations of memory system performanceSyed Zaid Irshad
 
Snooping 2
Snooping 2Snooping 2
Snooping 2Yasir Khan
 
computer-memory
computer-memorycomputer-memory
computer-memoryBablu Shofi
 
Coherence and consistency models in multiprocessor architecture
Coherence and consistency models in multiprocessor architectureCoherence and consistency models in multiprocessor architecture
Coherence and consistency models in multiprocessor architectureUniversity of Pisa
 

Was ist angesagt? (12)

Cache design
Cache design Cache design
Cache design
 
Blosc: Sending Data from Memory to CPU (and back) Faster than Memcpy by Franc...
Blosc: Sending Data from Memory to CPU (and back) Faster than Memcpy by Franc...Blosc: Sending Data from Memory to CPU (and back) Faster than Memcpy by Franc...
Blosc: Sending Data from Memory to CPU (and back) Faster than Memcpy by Franc...
 
Give or take a block
Give or take a blockGive or take a block
Give or take a block
 
Process, Threads, Symmetric Multiprocessing and Microkernels in Operating System
Process, Threads, Symmetric Multiprocessing and Microkernels in Operating SystemProcess, Threads, Symmetric Multiprocessing and Microkernels in Operating System
Process, Threads, Symmetric Multiprocessing and Microkernels in Operating System
 
It's the memory, stupid! CodeJam 2014
It's the memory, stupid!  CodeJam 2014It's the memory, stupid!  CodeJam 2014
It's the memory, stupid! CodeJam 2014
 
Limitations of memory system performance
Limitations of memory system performanceLimitations of memory system performance
Limitations of memory system performance
 
Ltsp Slide
Ltsp SlideLtsp Slide
Ltsp Slide
 
Memory management in linux
Memory management in linuxMemory management in linux
Memory management in linux
 
Ltsp
LtspLtsp
Ltsp
 
Snooping 2
Snooping 2Snooping 2
Snooping 2
 
computer-memory
computer-memorycomputer-memory
computer-memory
 
Coherence and consistency models in multiprocessor architecture
Coherence and consistency models in multiprocessor architectureCoherence and consistency models in multiprocessor architecture
Coherence and consistency models in multiprocessor architecture
 

Ähnlich wie Hoard: A Scalable Memory Allocator for Multithreaded Applications

Hoard_2022AIM1001.pptx.pdf
Hoard_2022AIM1001.pptx.pdfHoard_2022AIM1001.pptx.pdf
Hoard_2022AIM1001.pptx.pdfAshutoshKumar437302
 
Cgroups, namespaces and beyond: what are containers made from?
Cgroups, namespaces and beyond: what are containers made from?Cgroups, namespaces and beyond: what are containers made from?
Cgroups, namespaces and beyond: what are containers made from?Docker, Inc.
 
10 Multicore 07
10 Multicore 0710 Multicore 07
10 Multicore 07timcrack
 
what every web and app developer should know about multithreading
what every web and app developer should know about multithreadingwhat every web and app developer should know about multithreading
what every web and app developer should know about multithreadingIlya Haykinson
 
Container Performance Analysis
Container Performance AnalysisContainer Performance Analysis
Container Performance AnalysisBrendan Gregg
 
Container Performance Analysis Brendan Gregg, Netflix
Container Performance Analysis Brendan Gregg, NetflixContainer Performance Analysis Brendan Gregg, Netflix
Container Performance Analysis Brendan Gregg, NetflixDocker, Inc.
 
Cgroups, namespaces, and beyond: what are containers made from? (DockerCon Eu...
Cgroups, namespaces, and beyond: what are containers made from? (DockerCon Eu...Cgroups, namespaces, and beyond: what are containers made from? (DockerCon Eu...
Cgroups, namespaces, and beyond: what are containers made from? (DockerCon Eu...JĂ©rĂŽme Petazzoni
 
Anatomy of a Container: Namespaces, cgroups & Some Filesystem Magic - LinuxCon
Anatomy of a Container: Namespaces, cgroups & Some Filesystem Magic - LinuxConAnatomy of a Container: Namespaces, cgroups & Some Filesystem Magic - LinuxCon
Anatomy of a Container: Namespaces, cgroups & Some Filesystem Magic - LinuxConJĂ©rĂŽme Petazzoni
 
Open HFT libraries in @Java
Open HFT libraries in @JavaOpen HFT libraries in @Java
Open HFT libraries in @JavaPeter Lawrey
 
LXC Containers and AUFs
LXC Containers and AUFsLXC Containers and AUFs
LXC Containers and AUFsDocker, Inc.
 
Parallel architecture
Parallel architectureParallel architecture
Parallel architectureMr SMAK
 
hierarchical memory technology.pptx
hierarchical memory technology.pptxhierarchical memory technology.pptx
hierarchical memory technology.pptx2105986
 
Distributed systems and scalability rules
Distributed systems and scalability rulesDistributed systems and scalability rules
Distributed systems and scalability rulesOleg Tsal-Tsalko
 
Hs java open_party
Hs java open_partyHs java open_party
Hs java open_partyOpen Party
 
Linked In Stream Processing Meetup - Apache Pulsar
Linked In Stream Processing Meetup - Apache PulsarLinked In Stream Processing Meetup - Apache Pulsar
Linked In Stream Processing Meetup - Apache PulsarKarthik Ramasamy
 
Virtual memory 20070222-en
Virtual memory 20070222-enVirtual memory 20070222-en
Virtual memory 20070222-enTetsuyuki Kobayashi
 
Burst Buffer: From Alpha to Omega
Burst Buffer: From Alpha to OmegaBurst Buffer: From Alpha to Omega
Burst Buffer: From Alpha to OmegaGeorge Markomanolis
 
Advanced off heap ipc
Advanced off heap ipcAdvanced off heap ipc
Advanced off heap ipcPeter Lawrey
 
Introduction to OS LEVEL Virtualization & Containers
Introduction to OS LEVEL Virtualization & ContainersIntroduction to OS LEVEL Virtualization & Containers
Introduction to OS LEVEL Virtualization & ContainersVaibhav Sharma
 

Ähnlich wie Hoard: A Scalable Memory Allocator for Multithreaded Applications (20)

Hoard_2022AIM1001.pptx.pdf
Hoard_2022AIM1001.pptx.pdfHoard_2022AIM1001.pptx.pdf
Hoard_2022AIM1001.pptx.pdf
 
Cgroups, namespaces and beyond: what are containers made from?
Cgroups, namespaces and beyond: what are containers made from?Cgroups, namespaces and beyond: what are containers made from?
Cgroups, namespaces and beyond: what are containers made from?
 
10 Multicore 07
10 Multicore 0710 Multicore 07
10 Multicore 07
 
what every web and app developer should know about multithreading
what every web and app developer should know about multithreadingwhat every web and app developer should know about multithreading
what every web and app developer should know about multithreading
 
Container Performance Analysis
Container Performance AnalysisContainer Performance Analysis
Container Performance Analysis
 
Container Performance Analysis Brendan Gregg, Netflix
Container Performance Analysis Brendan Gregg, NetflixContainer Performance Analysis Brendan Gregg, Netflix
Container Performance Analysis Brendan Gregg, Netflix
 
Cgroups, namespaces, and beyond: what are containers made from? (DockerCon Eu...
Cgroups, namespaces, and beyond: what are containers made from? (DockerCon Eu...Cgroups, namespaces, and beyond: what are containers made from? (DockerCon Eu...
Cgroups, namespaces, and beyond: what are containers made from? (DockerCon Eu...
 
Anatomy of a Container: Namespaces, cgroups & Some Filesystem Magic - LinuxCon
Anatomy of a Container: Namespaces, cgroups & Some Filesystem Magic - LinuxConAnatomy of a Container: Namespaces, cgroups & Some Filesystem Magic - LinuxCon
Anatomy of a Container: Namespaces, cgroups & Some Filesystem Magic - LinuxCon
 
Open HFT libraries in @Java
Open HFT libraries in @JavaOpen HFT libraries in @Java
Open HFT libraries in @Java
 
LXC Containers and AUFs
LXC Containers and AUFsLXC Containers and AUFs
LXC Containers and AUFs
 
Parallel architecture
Parallel architectureParallel architecture
Parallel architecture
 
hierarchical memory technology.pptx
hierarchical memory technology.pptxhierarchical memory technology.pptx
hierarchical memory technology.pptx
 
Inferno Scalable Deep Learning on Spark
Inferno Scalable Deep Learning on SparkInferno Scalable Deep Learning on Spark
Inferno Scalable Deep Learning on Spark
 
Distributed systems and scalability rules
Distributed systems and scalability rulesDistributed systems and scalability rules
Distributed systems and scalability rules
 
Hs java open_party
Hs java open_partyHs java open_party
Hs java open_party
 
Linked In Stream Processing Meetup - Apache Pulsar
Linked In Stream Processing Meetup - Apache PulsarLinked In Stream Processing Meetup - Apache Pulsar
Linked In Stream Processing Meetup - Apache Pulsar
 
Virtual memory 20070222-en
Virtual memory 20070222-enVirtual memory 20070222-en
Virtual memory 20070222-en
 
Burst Buffer: From Alpha to Omega
Burst Buffer: From Alpha to OmegaBurst Buffer: From Alpha to Omega
Burst Buffer: From Alpha to Omega
 
Advanced off heap ipc
Advanced off heap ipcAdvanced off heap ipc
Advanced off heap ipc
 
Introduction to OS LEVEL Virtualization & Containers
Introduction to OS LEVEL Virtualization & ContainersIntroduction to OS LEVEL Virtualization & Containers
Introduction to OS LEVEL Virtualization & Containers
 

Mehr von Emery Berger

Doppio: Breaking the Browser Language Barrier
Doppio: Breaking the Browser Language BarrierDoppio: Breaking the Browser Language Barrier
Doppio: Breaking the Browser Language BarrierEmery Berger
 
Dthreads: Efficient Deterministic Multithreading
Dthreads: Efficient Deterministic MultithreadingDthreads: Efficient Deterministic Multithreading
Dthreads: Efficient Deterministic MultithreadingEmery Berger
 
Programming with People
Programming with PeopleProgramming with People
Programming with PeopleEmery Berger
 
Stabilizer: Statistically Sound Performance Evaluation
Stabilizer: Statistically Sound Performance EvaluationStabilizer: Statistically Sound Performance Evaluation
Stabilizer: Statistically Sound Performance EvaluationEmery Berger
 
DieHarder (CCS 2010, WOOT 2011)
DieHarder (CCS 2010, WOOT 2011)DieHarder (CCS 2010, WOOT 2011)
DieHarder (CCS 2010, WOOT 2011)Emery Berger
 
Operating Systems - Advanced File Systems
Operating Systems - Advanced File SystemsOperating Systems - Advanced File Systems
Operating Systems - Advanced File SystemsEmery Berger
 
Operating Systems - File Systems
Operating Systems - File SystemsOperating Systems - File Systems
Operating Systems - File SystemsEmery Berger
 
Operating Systems - Networks
Operating Systems - NetworksOperating Systems - Networks
Operating Systems - NetworksEmery Berger
 
Operating Systems - Queuing Systems
Operating Systems - Queuing SystemsOperating Systems - Queuing Systems
Operating Systems - Queuing SystemsEmery Berger
 
Operating Systems - Distributed Parallel Computing
Operating Systems - Distributed Parallel ComputingOperating Systems - Distributed Parallel Computing
Operating Systems - Distributed Parallel ComputingEmery Berger
 
Operating Systems - Concurrency
Operating Systems - ConcurrencyOperating Systems - Concurrency
Operating Systems - ConcurrencyEmery Berger
 
Operating Systems - Advanced Synchronization
Operating Systems - Advanced SynchronizationOperating Systems - Advanced Synchronization
Operating Systems - Advanced SynchronizationEmery Berger
 
Operating Systems - Synchronization
Operating Systems - SynchronizationOperating Systems - Synchronization
Operating Systems - SynchronizationEmery Berger
 
Processes and Threads
Processes and ThreadsProcesses and Threads
Processes and ThreadsEmery Berger
 
Virtual Memory and Paging
Virtual Memory and PagingVirtual Memory and Paging
Virtual Memory and PagingEmery Berger
 
Operating Systems - Virtual Memory
Operating Systems - Virtual MemoryOperating Systems - Virtual Memory
Operating Systems - Virtual MemoryEmery Berger
 
MC2: High-Performance Garbage Collection for Memory-Constrained Environments
MC2: High-Performance Garbage Collection for Memory-Constrained EnvironmentsMC2: High-Performance Garbage Collection for Memory-Constrained Environments
MC2: High-Performance Garbage Collection for Memory-Constrained EnvironmentsEmery Berger
 
Vam: A Locality-Improving Dynamic Memory Allocator
Vam: A Locality-Improving Dynamic Memory AllocatorVam: A Locality-Improving Dynamic Memory Allocator
Vam: A Locality-Improving Dynamic Memory AllocatorEmery Berger
 
Quantifying the Performance of Garbage Collection vs. Explicit Memory Management
Quantifying the Performance of Garbage Collection vs. Explicit Memory ManagementQuantifying the Performance of Garbage Collection vs. Explicit Memory Management
Quantifying the Performance of Garbage Collection vs. Explicit Memory ManagementEmery Berger
 
Garbage Collection without Paging
Garbage Collection without PagingGarbage Collection without Paging
Garbage Collection without PagingEmery Berger
 

Mehr von Emery Berger (20)

Doppio: Breaking the Browser Language Barrier
Doppio: Breaking the Browser Language BarrierDoppio: Breaking the Browser Language Barrier
Doppio: Breaking the Browser Language Barrier
 
Dthreads: Efficient Deterministic Multithreading
Dthreads: Efficient Deterministic MultithreadingDthreads: Efficient Deterministic Multithreading
Dthreads: Efficient Deterministic Multithreading
 
Programming with People
Programming with PeopleProgramming with People
Programming with People
 
Stabilizer: Statistically Sound Performance Evaluation
Stabilizer: Statistically Sound Performance EvaluationStabilizer: Statistically Sound Performance Evaluation
Stabilizer: Statistically Sound Performance Evaluation
 
DieHarder (CCS 2010, WOOT 2011)
DieHarder (CCS 2010, WOOT 2011)DieHarder (CCS 2010, WOOT 2011)
DieHarder (CCS 2010, WOOT 2011)
 
Operating Systems - Advanced File Systems
Operating Systems - Advanced File SystemsOperating Systems - Advanced File Systems
Operating Systems - Advanced File Systems
 
Operating Systems - File Systems
Operating Systems - File SystemsOperating Systems - File Systems
Operating Systems - File Systems
 
Operating Systems - Networks
Operating Systems - NetworksOperating Systems - Networks
Operating Systems - Networks
 
Operating Systems - Queuing Systems
Operating Systems - Queuing SystemsOperating Systems - Queuing Systems
Operating Systems - Queuing Systems
 
Operating Systems - Distributed Parallel Computing
Operating Systems - Distributed Parallel ComputingOperating Systems - Distributed Parallel Computing
Operating Systems - Distributed Parallel Computing
 
Operating Systems - Concurrency
Operating Systems - ConcurrencyOperating Systems - Concurrency
Operating Systems - Concurrency
 
Operating Systems - Advanced Synchronization
Operating Systems - Advanced SynchronizationOperating Systems - Advanced Synchronization
Operating Systems - Advanced Synchronization
 
Operating Systems - Synchronization
Operating Systems - SynchronizationOperating Systems - Synchronization
Operating Systems - Synchronization
 
Processes and Threads
Processes and ThreadsProcesses and Threads
Processes and Threads
 
Virtual Memory and Paging
Virtual Memory and PagingVirtual Memory and Paging
Virtual Memory and Paging
 
Operating Systems - Virtual Memory
Operating Systems - Virtual MemoryOperating Systems - Virtual Memory
Operating Systems - Virtual Memory
 
MC2: High-Performance Garbage Collection for Memory-Constrained Environments
MC2: High-Performance Garbage Collection for Memory-Constrained EnvironmentsMC2: High-Performance Garbage Collection for Memory-Constrained Environments
MC2: High-Performance Garbage Collection for Memory-Constrained Environments
 
Vam: A Locality-Improving Dynamic Memory Allocator
Vam: A Locality-Improving Dynamic Memory AllocatorVam: A Locality-Improving Dynamic Memory Allocator
Vam: A Locality-Improving Dynamic Memory Allocator
 
Quantifying the Performance of Garbage Collection vs. Explicit Memory Management
Quantifying the Performance of Garbage Collection vs. Explicit Memory ManagementQuantifying the Performance of Garbage Collection vs. Explicit Memory Management
Quantifying the Performance of Garbage Collection vs. Explicit Memory Management
 
Garbage Collection without Paging
Garbage Collection without PagingGarbage Collection without Paging
Garbage Collection without Paging
 

KĂŒrzlich hochgeladen

How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
HTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation StrategiesHTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation StrategiesBoston Institute of Analytics
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...apidays
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024The Digital Insurer
 
Tech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdfTech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdfhans926745
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...DianaGray10
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAndrey Devyatkin
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Drew Madelung
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024The Digital Insurer
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘RTylerCroy
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobeapidays
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdflior mazor
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?Antenna Manufacturer Coco
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
Developing An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of BrazilDeveloping An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of BrazilV3cube
 

KĂŒrzlich hochgeladen (20)

+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
HTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation StrategiesHTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation Strategies
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024
 
Tech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdfTech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdf
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Developing An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of BrazilDeveloping An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of Brazil
 

Hoard: A Scalable Memory Allocator for Multithreaded Applications

  • 1. Hoard: A Scalable Memory Allocator for Multithreaded Applications Emery Berger , Kathryn McKinley * , Robert Blumofe, Paul Wilson Department of Computer Sciences * Department of Computer Science
  • 2.
  • 3.
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 11. So What Do We Do Now?
  • 12.
  • 13.
  • 14.
  • 15.
  • 16. Performance: threadtest speedup (x,P) = runtime (Solaris allocator, one processor) / runtime (x on P processors)
  • 17. Performance: Larson Server-style benchmark with sharing
  • 18. Performance: false sharing Each thread reads & writes heap data
  • 19.
  • 20.
  • 21.