IPv6 Traffic Analysis and Storage

Size: px
Start display at page:

Download "IPv6 Traffic Analysis and Storage"

Transcription

1 Report from HEPiX 2012: Network, Security and Storage Geneva, November 16th

2 Network and Security Network traffic analysis Updates on DC Networks IPv6 Ciber-security updates Federated Identity Management for HEP

3 At IHEP Network Traffic Analysis (i) Developed a solution for large network flow data analysis that can benefit from the parallel processing power provided by Hadoop. Probes analyze network traffic at the border routers for HEP experiments and produce flow information: who talks to who, what protocols, how long, bytes exchanged Around 20GB netflow data per day. Data processing, analysis and storage based on Hadoop. Data representation based on RRD and Highstock 2

4 Network Traffic Analysis (ii) At CNRS/IN2P3 Developed ZNeTS to record all network flow information in a DB and analyze it to detect and notify of resource misuse (p2p), scans, attacks, etc. Flow data is used to produce traffic statistics and views that can zoom from global network usage to host detail Why? France legislation: connectivity providers need to store data to identify the user for one year ZNeTS is free for French institutions (21 instances inside IN2P3, 50 outside) 3

5 At DESY Network Traffic Analysis (iii) Use Open Source tools to help system administrators monitor, troubleshoot and detect anomalies. nfdump tools to capture and store network flow information. nfsen and nfsight to process, analyze and visualize flow data. Netdisco: Extract from network devices information about host, connection to switches, ARP, etc. and use it for troubleshooting and host inventory. 4

6 Updates on DC Networks At CERN Changes on the DC network to accommodate the expected bandwidth demand growth and new services for Wigner and the LHC update Migration from Force10 to Brocade with an upgrade to 5.2Tbps switching fabric for the LCG Upgrade to 100Gbps of the LCG router interconnects (60 ports) Firewall capacity doubled: 60Gbps total, 16Gbps stateful Géant access upgrade from 20Gbps to 40Gbps Network architecture for Wigner 5

7 HEPiX IPv6 Working Group HEP Site IPv6 Survey (WLCG and other HEP sites, 42 replies) 15 sites IPv6 enabled. Providing DNS, web, , CAs, Windows domain. 10 sites plan the deployment within next 12 months Other sites: One proposed a new simpler architecture for IPv6! So far, there have been no reported requirements or requests from experiments or collaborations for IPv6 In general, end systems and core networks are ready, applications, tools and sites are not HEPiX IPv6 Testing IPv6 readiness will be documented and maintained for all assets used by sites and the LHC experiments. Results of this summer tests: Future plans: GridFTP, globus_url_copy, FTS and DPM OpenAFS, dcache, UberFTP, SLURM, Torque Tests on the production infrastructure involving Tier 1 centres Plan HEP IPv6 days Observations: MUCH work to be done and effort difficult to find (volunteers) 6

8 IPv6 Updates (i) Deployment at IHEP Strong forces driving the IPv6 deployment: In China IPv6 has better available bandwidth and is free. One example: Tunnel IPv4 over IPv6 with USTC for HEP traffic Dual stack Campus Network and 10Gbps to CNGI Infrastructure monitoring with Cacti and patched Nagios Address assignment: DHCPv6 for DC, SLAAC for users OpenSource Firewall and IDS ready. Working on traffic analysis and anomaly detection Observations IPv6 traffic is mostly video/iptv. Data transfers are IPv4 Moving HEP traffic to IPv6 is in the Work plan 7

9 IPv6 Updates (ii) Deployment at CERN 2011Q2 2011Q3 2012Q1 2012Q1 Today 2013Q2 Testing of network devices: completed IPv6 Testbed for CERN users: available New LANDB schema: in production Addressing plan in LANDB: in production Provisioning tools : on going Network configuration: on going User interface (network.cern.ch): on going Network services (DNS, DHCPv6, Radius, NTP): ongoing User training IPv6 Service ready for production 8

10 IPv6 Updates (iii) Testbed at FZU Monitoring of dual stack infrastructure using two nagios instances: IPv4 only and IPv6 only Smokeping used to measure GridFTP latency and RTT between FZU and the HEPiX testbed with similar results for IPv4 and IPv6 PXE over IPv6 not supported by manufacturers Network equipment supports IPv6 hardware switching but very few support management via IPv6 9

11 From Cyber-security update (i) 10

12 Cyber-security update (ii) Our full dependence on digital and the fact that we use interconnected accounts (Apple, Google, Amazon, ) make the security of our data depend on the weakest account. Vulnerability market shift: It s more profitable to sell vulnerabilities in the black market than publishing or selling to vendors. And you can get an offer from a government. Windows, Linux or Mac OS? All of them are more or less equally affected by malware. Latest vulnerabilities: Java 0-day 1.6 and 1.7 on various OS (CVE , patched) Disable Java in your browser if you don t need it Internet Explorer 6 to 9 (CVE , patched) Ummm, write your own browser? 11

13 Federated Identity Management for HEP A framework to provide researchers with unique electronic identities authenticated in multiple administrative domains and across national boundaries that can be used together with community defined attributes to authorize access to digital resources A collaboration was started in 2011 called Federated IdM for Research (FIM4R). Requirements have been documented and prioritized. Plan: Establish a pilot as a proof of concept for the architecture design and integration with WLCG WLCG FIM pilot project started Oct 2012, lead by Romain Wartel (CERN) to build a service enabling access to WLCG resources using home institute-issued federated credentials. 12

14 Storage The Lustre File System Cloud Storage and S3 Tier1 Storage

15 The Lustre File System (i) At IHEP 3 PB Lustre FS for detector raw data, reconstruction data, analysis results, public group data and user personal storage 50 OSSs, 500 OSTs, 8k cores cluster 10Gbit Ethernet 1k clients, 0.2 billion files At GSI Phasing out old cluster to a new 1.4 PB for HPC 50 OSSs, 200 OSTs, cluster of 8.6k cores QDR Infiniband 500 clients, 110M files Teralink project: Outside institutes connect to storage via LNET gateways IB-Ethernet 14

16 The Lustre File System (ii) Pros HEP jobs follow I/O patterns preferred by Lustre I/O performance and linear scalability with OSS Stability Cons Central metadata server limiting scalability Difficult to backup and recover metadata and data Lots of small files and performance Some recurring bug requiring upgrade 15

17 Cloud Storage and S3 (i) CERN Cloud Storage Evaluation Points of Interest: Can we run cloud storage systems to complement or consolidate existing storage services? Are the price/performance/scalability comparable to current CERN services? S3 (Simple Storage Service) Protocol could be a standard interface for access, placement or federation of data allowing to provide storage services without change to user application Focus on two S3 implementations of PB scale: OpenStack/Swift and Openlab collaboration with Huawei Preliminary results: Client performance of local S3-based storage solutions looks comparable with current production solutions Achieved expected stability and aggregated performance (Huawei) 16

18 Cloud Storage and S3 (ii) Huawei Massive Storage Nano-scale server: Cell phone (ARM) processors with one disk Spread the data to scale performance linearly Map S3 to a Distributed Hash Table of disk keys stored in nodes Data chunked into MB, protected with EC and stored at pseudo random locations 1EB design goal. Current status: 384 node system 0.8 PB at CERN Mucura: Bringing cloud storage to your Desk Exploratory project by IN2P3 and IHEP to develop an open source software system that provides personal space on a cloud. The interaction with remote files is the same as with your local files The system provides you significantly more storage than is locally available in your personal computer (start with a few hundreds of GB) Targeted at HEP user community excluding I/O intensive applications 17

19 Next Generation T1 Storage at RAL Today CASTOR is used for tapes and disk-only storage. Evaluate alternatives for disk-only aiming for production for 2014 data run. Is the only case and depend on CASTOR development. CERN moving towards EOS Dependence on (expensive) Oracle Nameserver is a SPoF IPv6 not on Roadmap Based on a long list of MUSTs and SHOULDs selected for evaluation: dcache, CEPH, HDFS, orangefs and Lustre Tests include IOZone, RW throughput (file/gridftp/xroot), deletion, draining and fault tolerance. Tests ongoing, so far CASTOR is the most performant in some of the tests and not far off for others (well tuned!) 18

20 Thank you

Next Generation Tier 1 Storage

Next Generation Tier 1 Storage Next Generation Tier 1 Storage Shaun de Witt (STFC) With Contributions from: James Adams, Rob Appleyard, Ian Collier, Brian Davies, Matthew Viljoen HEPiX Beijing 16th October 2012 Why are we doing this?

More information

CERN Cloud Storage Evaluation Geoffray Adde, Dirk Duellmann, Maitane Zotes CERN IT

CERN Cloud Storage Evaluation Geoffray Adde, Dirk Duellmann, Maitane Zotes CERN IT SS Data & Storage CERN Cloud Storage Evaluation Geoffray Adde, Dirk Duellmann, Maitane Zotes CERN IT HEPiX Fall 2012 Workshop October 15-19, 2012 Institute of High Energy Physics, Beijing, China SS Outline

More information

Network & HEP Computing in China. Gongxing SUN CJK Workshop & CFI

Network & HEP Computing in China. Gongxing SUN CJK Workshop & CFI Network & HEP Computing in China Gongxing SUN CJK Workshop & CFI Outlines IPV6 deployment SDN for HEP data transfer Dirac Computing Model on IPV6 Volunteer Computing Future Work IPv6@IHEP-Deployment Internet

More information

High Performance Computing (HPC)

High Performance Computing (HPC) High Performance Computing (HPC) High Performance Computing (HPC) White Paper Attn: Name, Title Phone: xxx.xxx.xxxx Fax: xxx.xxx.xxxx 1.0 OVERVIEW When heterogeneous enterprise environments are involved,

More information

New Storage System Solutions

New Storage System Solutions New Storage System Solutions Craig Prescott Research Computing May 2, 2013 Outline } Existing storage systems } Requirements and Solutions } Lustre } /scratch/lfs } Questions? Existing Storage Systems

More information

Scientific Storage at FNAL. Gerard Bernabeu Altayo Dmitry Litvintsev Gene Oleynik 14/10/2015

Scientific Storage at FNAL. Gerard Bernabeu Altayo Dmitry Litvintsev Gene Oleynik 14/10/2015 Scientific Storage at FNAL Gerard Bernabeu Altayo Dmitry Litvintsev Gene Oleynik 14/10/2015 Index - Storage use cases - Bluearc - Lustre - EOS - dcache disk only - dcache+enstore Data distribution by solution

More information

IT of SPIM Data Storage and Compression. EMBO Course - August 27th! Jeff Oegema, Peter Steinbach, Oscar Gonzalez

IT of SPIM Data Storage and Compression. EMBO Course - August 27th! Jeff Oegema, Peter Steinbach, Oscar Gonzalez IT of SPIM Data Storage and Compression EMBO Course - August 27th Jeff Oegema, Peter Steinbach, Oscar Gonzalez 1 Talk Outline Introduction and the IT Team SPIM Data Flow Capture, Compression, and the Data

More information

Improvement Options for LHC Mass Storage and Data Management

Improvement Options for LHC Mass Storage and Data Management Improvement Options for LHC Mass Storage and Data Management Dirk Düllmann HEPIX spring meeting @ CERN, 7 May 2008 Outline DM architecture discussions in IT Data Management group Medium to long term data

More information

Storage strategy and cloud storage evaluations at CERN Dirk Duellmann, CERN IT

Storage strategy and cloud storage evaluations at CERN Dirk Duellmann, CERN IT SS Data & Storage Storage strategy and cloud storage evaluations at CERN Dirk Duellmann, CERN IT (with slides from Andreas Peters and Jan Iven) 5th International Conference "Distributed Computing and Grid-technologies

More information

An Alternative Storage Solution for MapReduce. Eric Lomascolo Director, Solutions Marketing

An Alternative Storage Solution for MapReduce. Eric Lomascolo Director, Solutions Marketing An Alternative Storage Solution for MapReduce Eric Lomascolo Director, Solutions Marketing MapReduce Breaks the Problem Down Data Analysis Distributes processing work (Map) across compute nodes and accumulates

More information

Network Traffic Analysis using HADOOP Architecture. Zeng Shan ISGC2013, Taibei zengshan@ihep.ac.cn

Network Traffic Analysis using HADOOP Architecture. Zeng Shan ISGC2013, Taibei zengshan@ihep.ac.cn Network Traffic Analysis using HADOOP Architecture Zeng Shan ISGC2013, Taibei zengshan@ihep.ac.cn Flow VS Packet what are netflows? Outlines Flow tools used in the system nprobe nfdump Introduction to

More information

An Integrated CyberSecurity Approach for HEP Grids. Workshop Report. http://hpcrd.lbl.gov/hepcybersecurity/

An Integrated CyberSecurity Approach for HEP Grids. Workshop Report. http://hpcrd.lbl.gov/hepcybersecurity/ An Integrated CyberSecurity Approach for HEP Grids Workshop Report http://hpcrd.lbl.gov/hepcybersecurity/ 1. Introduction The CMS and ATLAS experiments at the Large Hadron Collider (LHC) being built at

More information

Network Traffic Analysis using HADOOP Architecture. Shan Zeng HEPiX, Beijing 17 Oct 2012

Network Traffic Analysis using HADOOP Architecture. Shan Zeng HEPiX, Beijing 17 Oct 2012 Network Traffic Analysis using HADOOP Architecture Shan Zeng HEPiX, Beijing 17 Oct 2012 Outline Introduction to Hadoop Traffic Information Capture Traffic Information Resolution Traffic Information Storage

More information

Virtualisation Cloud Computing at the RAL Tier 1. Ian Collier STFC RAL Tier 1 HEPiX, Bologna, 18 th April 2013

Virtualisation Cloud Computing at the RAL Tier 1. Ian Collier STFC RAL Tier 1 HEPiX, Bologna, 18 th April 2013 Virtualisation Cloud Computing at the RAL Tier 1 Ian Collier STFC RAL Tier 1 HEPiX, Bologna, 18 th April 2013 Virtualisation @ RAL Context at RAL Hyper-V Services Platform Scientific Computing Department

More information

Virtualized Converged Data Centers & Cloud how these trends are effecting Optical Networks

Virtualized Converged Data Centers & Cloud how these trends are effecting Optical Networks Virtualized Converged Data Centers & Cloud how these trends are effecting Optical Networks Todd Bundy Director, Global Alliances-Enterprise ADVA Optical Networking tbundy@advaoptical.com 203-746-8060 Connecting

More information

Performance, Reliability, and Operational Issues for High Performance NAS Storage on Cray Platforms. Cray User Group Meeting June 2007

Performance, Reliability, and Operational Issues for High Performance NAS Storage on Cray Platforms. Cray User Group Meeting June 2007 Performance, Reliability, and Operational Issues for High Performance NAS Storage on Cray Platforms Cray User Group Meeting June 2007 Cray s Storage Strategy Background Broad range of HPC requirements

More information

SVN5800 Secure Access Gateway

SVN5800 Secure Access Gateway The development of networks allows enterprises to provide remote access to branch offices, partners, customers, mobile employees, and home offices so that they can access application and data resources,

More information

Hadoop Architecture. Part 1

Hadoop Architecture. Part 1 Hadoop Architecture Part 1 Node, Rack and Cluster: A node is simply a computer, typically non-enterprise, commodity hardware for nodes that contain data. Consider we have Node 1.Then we can add more nodes,

More information

Increase Simplicity and Improve Reliability with VPLS on the MX Series Routers

Increase Simplicity and Improve Reliability with VPLS on the MX Series Routers SOLUTION BRIEF Enterprise Data Center Interconnectivity Increase Simplicity and Improve Reliability with VPLS on the Routers Challenge As enterprises improve business continuity by enabling resource allocation

More information

Distributed File System. MCSN N. Tonellotto Complements of Distributed Enabling Platforms

Distributed File System. MCSN N. Tonellotto Complements of Distributed Enabling Platforms Distributed File System 1 How do we get data to the workers? NAS Compute Nodes SAN 2 Distributed File System Don t move data to workers move workers to the data! Store data on the local disks of nodes

More information

Managed Hosting is a managed service provided by MN.IT. It is structured to help customers meet:

Managed Hosting is a managed service provided by MN.IT. It is structured to help customers meet: Managed Hosting Service Description Version 1.10 Effective Date: 3/3/2015 Purpose This Service Description is applicable to Managed Hosting services (MH) offered by MN.IT Services (MN.IT) and described

More information

NetApp High-Performance Computing Solution for Lustre: Solution Guide

NetApp High-Performance Computing Solution for Lustre: Solution Guide Technical Report NetApp High-Performance Computing Solution for Lustre: Solution Guide Robert Lai, NetApp August 2012 TR-3997 TABLE OF CONTENTS 1 Introduction... 5 1.1 NetApp HPC Solution for Lustre Introduction...5

More information

Scalable Cloud Computing Solutions for Next Generation Sequencing Data

Scalable Cloud Computing Solutions for Next Generation Sequencing Data Scalable Cloud Computing Solutions for Next Generation Sequencing Data Matti Niemenmaa 1, Aleksi Kallio 2, André Schumacher 1, Petri Klemelä 2, Eija Korpelainen 2, and Keijo Heljanko 1 1 Department of

More information

Analisi di un servizio SRM: StoRM

Analisi di un servizio SRM: StoRM 27 November 2007 General Parallel File System (GPFS) The StoRM service Deployment configuration Authorization and ACLs Conclusions. Definition of terms Definition of terms 1/2 Distributed File System The

More information

Summer Student Project Report

Summer Student Project Report Summer Student Project Report Dimitris Kalimeris National and Kapodistrian University of Athens June September 2014 Abstract This report will outline two projects that were done as part of a three months

More information

Cisco UCS and Fusion- io take Big Data workloads to extreme performance in a small footprint: A case study with Oracle NoSQL database

Cisco UCS and Fusion- io take Big Data workloads to extreme performance in a small footprint: A case study with Oracle NoSQL database Cisco UCS and Fusion- io take Big Data workloads to extreme performance in a small footprint: A case study with Oracle NoSQL database Built up on Cisco s big data common platform architecture (CPA), a

More information

Check Point taps the power of virtualization to simplify security for private clouds

Check Point taps the power of virtualization to simplify security for private clouds Datasheet: Check Point Virtual Systems Check Point taps the power of virtualization to simplify security for private clouds Looking for ways to reduce complexity and simplify network security in your private

More information

Cloud Computing. Adam Barker

Cloud Computing. Adam Barker Cloud Computing Adam Barker 1 Overview Introduction to Cloud computing Enabling technologies Different types of cloud: IaaS, PaaS and SaaS Cloud terminology Interacting with a cloud: management consoles

More information

files without borders

files without borders files without borders exploring Internet-connected storage for research Fabio Hernandez fabio@in2p3.fr IN2P3 / CNRS computing center, Lyon, France FJPPL compu+ng workshop, Lyon, March 11th 2015 2 Preamble

More information

How swift is your Swift? Ning Zhang, OpenStack Engineer at Zmanda Chander Kant, CEO at Zmanda

How swift is your Swift? Ning Zhang, OpenStack Engineer at Zmanda Chander Kant, CEO at Zmanda How swift is your Swift? Ning Zhang, OpenStack Engineer at Zmanda Chander Kant, CEO at Zmanda 1 Outline Build a cost-efficient Swift cluster with expected performance Background & Problem Solution Experiments

More information

Comparing SMB Direct 3.0 performance over RoCE, InfiniBand and Ethernet. September 2014

Comparing SMB Direct 3.0 performance over RoCE, InfiniBand and Ethernet. September 2014 Comparing SMB Direct 3.0 performance over RoCE, InfiniBand and Ethernet Anand Rangaswamy September 2014 Storage Developer Conference Mellanox Overview Ticker: MLNX Leading provider of high-throughput,

More information

TÓPICOS AVANÇADOS EM REDES ADVANCED TOPICS IN NETWORKS

TÓPICOS AVANÇADOS EM REDES ADVANCED TOPICS IN NETWORKS Mestrado em Engenharia de Redes de Comunicações TÓPICOS AVANÇADOS EM REDES ADVANCED TOPICS IN NETWORKS 2008-2009 Exemplos de Projecto - Network Design Examples 1 Hierarchical Network Design 2 Hierarchical

More information

SMB Direct for SQL Server and Private Cloud

SMB Direct for SQL Server and Private Cloud SMB Direct for SQL Server and Private Cloud Increased Performance, Higher Scalability and Extreme Resiliency June, 2014 Mellanox Overview Ticker: MLNX Leading provider of high-throughput, low-latency server

More information

Mellanox Academy Online Training (E-learning)

Mellanox Academy Online Training (E-learning) Mellanox Academy Online Training (E-learning) 2013-2014 30 P age Mellanox offers a variety of training methods and learning solutions for instructor-led training classes and remote online learning (e-learning),

More information

PADS GPFS Filesystem: Crash Root Cause Analysis. Computation Institute

PADS GPFS Filesystem: Crash Root Cause Analysis. Computation Institute PADS GPFS Filesystem: Crash Root Cause Analysis Computation Institute Argonne National Laboratory Table of Contents Purpose 1 Terminology 2 Infrastructure 4 Timeline of Events 5 Background 5 Corruption

More information

IBM Spectrum Scale vs EMC Isilon for IBM Spectrum Protect Workloads

IBM Spectrum Scale vs EMC Isilon for IBM Spectrum Protect Workloads 89 Fifth Avenue, 7th Floor New York, NY 10003 www.theedison.com @EdisonGroupInc 212.367.7400 IBM Spectrum Scale vs EMC Isilon for IBM Spectrum Protect Workloads A Competitive Test and Evaluation Report

More information

OIS. Update on Windows 7 at CERN & Remote Desktop Gateway. Operating Systems & Information Services CERN IT-OIS

OIS. Update on Windows 7 at CERN & Remote Desktop Gateway. Operating Systems & Information Services CERN IT-OIS Operating Systems & Information Services Update on Windows 7 at CERN & Remote Desktop Gateway CERN IT-OIS Tim Bell, Michal Kwiatek, Michal Budzowski, Andreas Wagner HEPiX Fall 2010 Workshop 4th November

More information

Can High-Performance Interconnects Benefit Memcached and Hadoop?

Can High-Performance Interconnects Benefit Memcached and Hadoop? Can High-Performance Interconnects Benefit Memcached and Hadoop? D. K. Panda and Sayantan Sur Network-Based Computing Laboratory Department of Computer Science and Engineering The Ohio State University,

More information

Current Status of FEFS for the K computer

Current Status of FEFS for the K computer Current Status of FEFS for the K computer Shinji Sumimoto Fujitsu Limited Apr.24 2012 LUG2012@Austin Outline RIKEN and Fujitsu are jointly developing the K computer * Development continues with system

More information

Cluster Implementation and Management; Scheduling

Cluster Implementation and Management; Scheduling Cluster Implementation and Management; Scheduling CPS343 Parallel and High Performance Computing Spring 2013 CPS343 (Parallel and HPC) Cluster Implementation and Management; Scheduling Spring 2013 1 /

More information

Sun Constellation System: The Open Petascale Computing Architecture

Sun Constellation System: The Open Petascale Computing Architecture CAS2K7 13 September, 2007 Sun Constellation System: The Open Petascale Computing Architecture John Fragalla Senior HPC Technical Specialist Global Systems Practice Sun Microsystems, Inc. 25 Years of Technical

More information

Apache Hadoop. Alexandru Costan

Apache Hadoop. Alexandru Costan 1 Apache Hadoop Alexandru Costan Big Data Landscape No one-size-fits-all solution: SQL, NoSQL, MapReduce, No standard, except Hadoop 2 Outline What is Hadoop? Who uses it? Architecture HDFS MapReduce Open

More information

Architecting a High Performance Storage System

Architecting a High Performance Storage System WHITE PAPER Intel Enterprise Edition for Lustre* Software High Performance Data Division Architecting a High Performance Storage System January 2014 Contents Introduction... 1 A Systematic Approach to

More information

Tier0 plans and security and backup policy proposals

Tier0 plans and security and backup policy proposals Tier0 plans and security and backup policy proposals, CERN IT-PSS CERN - IT Outline Service operational aspects Hardware set-up in 2007 Replication set-up Test plan Backup and security policies CERN Oracle

More information

High Availability Databases based on Oracle 10g RAC on Linux

High Availability Databases based on Oracle 10g RAC on Linux High Availability Databases based on Oracle 10g RAC on Linux WLCG Tier2 Tutorials, CERN, June 2006 Luca Canali, CERN IT Outline Goals Architecture of an HA DB Service Deployment at the CERN Physics Database

More information

Lessons learned from parallel file system operation

Lessons learned from parallel file system operation Lessons learned from parallel file system operation Roland Laifer STEINBUCH CENTRE FOR COMPUTING - SCC KIT University of the State of Baden-Württemberg and National Laboratory of the Helmholtz Association

More information

Storage Architectures for Big Data in the Cloud

Storage Architectures for Big Data in the Cloud Storage Architectures for Big Data in the Cloud Sam Fineberg HP Storage CT Office/ May 2013 Overview Introduction What is big data? Big Data I/O Hadoop/HDFS SAN Distributed FS Cloud Summary Research Areas

More information

Maurice Askinazi Ofer Rind Tony Wong. HEPIX @ Cornell Nov. 2, 2010 Storage at BNL

Maurice Askinazi Ofer Rind Tony Wong. HEPIX @ Cornell Nov. 2, 2010 Storage at BNL Maurice Askinazi Ofer Rind Tony Wong HEPIX @ Cornell Nov. 2, 2010 Storage at BNL Traditional Storage Dedicated compute nodes and NFS SAN storage Simple and effective, but SAN storage became very expensive

More information

Passive Measurement in CSTNET

Passive Measurement in CSTNET Passive Measurement in CSTNET Chunjing Han Aug. 2013 CSTNET, CNIC Topics 1. Passive measurement systems introduction in CSTNET 2. Large - scale distributed traffic analysis system in IPv6 1, Passive measurement

More information

Scalable NAS for Oracle: Gateway to the (NFS) future

Scalable NAS for Oracle: Gateway to the (NFS) future Scalable NAS for Oracle: Gateway to the (NFS) future Dr. Draško Tomić ESS technical consultant, HP EEM 2006 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change

More information

OSG Hadoop is packaged into rpms for SL4, SL5 by Caltech BeStMan, gridftp backend

OSG Hadoop is packaged into rpms for SL4, SL5 by Caltech BeStMan, gridftp backend Hadoop on HEPiX storage test bed at FZK Artem Trunov Karlsruhe Institute of Technology Karlsruhe, Germany KIT The cooperation of Forschungszentrum Karlsruhe GmbH und Universität Karlsruhe (TH) www.kit.edu

More information

Using S3 cloud storage with ROOT and CernVMFS. Maria Arsuaga-Rios Seppo Heikkila Dirk Duellmann Rene Meusel Jakob Blomer Ben Couturier

Using S3 cloud storage with ROOT and CernVMFS. Maria Arsuaga-Rios Seppo Heikkila Dirk Duellmann Rene Meusel Jakob Blomer Ben Couturier Using S3 cloud storage with ROOT and CernVMFS Maria Arsuaga-Rios Seppo Heikkila Dirk Duellmann Rene Meusel Jakob Blomer Ben Couturier INDEX Huawei cloud storages at CERN Old vs. new Huawei UDS comparative

More information

The LHC Open Network Environment Kars Ohrenberg DESY Computing Seminar Hamburg, 10.12.2012

The LHC Open Network Environment Kars Ohrenberg DESY Computing Seminar Hamburg, 10.12.2012 The LHC Open Network Environment Kars Ohrenberg DESY Computing Seminar Hamburg, 10.12.2012 LHC Computing Infrastructure > WLCG in brief: 1 Tier-0, 11 Tier-1s, ~ 140 Tier-2s, O(300) Tier-3s worldwide Kars

More information

Here comes the flood Tools for Big Data analytics. Guy Chesnot -June, 2012

Here comes the flood Tools for Big Data analytics. Guy Chesnot -June, 2012 Here comes the flood Tools for Big Data analytics Guy Chesnot -June, 2012 Agenda Data flood Implementations Hadoop Not Hadoop 2 Agenda Data flood Implementations Hadoop Not Hadoop 3 Forecast Data Growth

More information

RSA Authentication Manager 8.1 Setup and Configuration Guide. Revision 2

RSA Authentication Manager 8.1 Setup and Configuration Guide. Revision 2 RSA Authentication Manager 8.1 Setup and Configuration Guide Revision 2 Contact Information Go to the RSA corporate website for regional Customer Support telephone and fax numbers: www.emc.com/domains/rsa/index.htm

More information

Scala Storage Scale-Out Clustered Storage White Paper

Scala Storage Scale-Out Clustered Storage White Paper White Paper Scala Storage Scale-Out Clustered Storage White Paper Chapter 1 Introduction... 3 Capacity - Explosive Growth of Unstructured Data... 3 Performance - Cluster Computing... 3 Chapter 2 Current

More information

PANDORA FMS NETWORK DEVICES MONITORING

PANDORA FMS NETWORK DEVICES MONITORING NETWORK DEVICES MONITORING pag. 2 INTRODUCTION This document aims to explain how Pandora FMS can monitor all the network devices available in the market, like Routers, Switches, Modems, Access points,

More information

Cloud Networking: A Novel Network Approach for Cloud Computing Models CQ1 2009

Cloud Networking: A Novel Network Approach for Cloud Computing Models CQ1 2009 Cloud Networking: A Novel Network Approach for Cloud Computing Models CQ1 2009 1 Arista s Cloud Networking The advent of Cloud Computing changes the approach to datacenters networks in terms of throughput

More information

Scalable Architecture on Amazon AWS Cloud

Scalable Architecture on Amazon AWS Cloud Scalable Architecture on Amazon AWS Cloud Kalpak Shah Founder & CEO, Clogeny Technologies kalpak@clogeny.com 1 * http://www.rightscale.com/products/cloud-computing-uses/scalable-website.php 2 Architect

More information

Symantec Endpoint Protection 11.0 Architecture, Sizing, and Performance Recommendations

Symantec Endpoint Protection 11.0 Architecture, Sizing, and Performance Recommendations Symantec Endpoint Protection 11.0 Architecture, Sizing, and Performance Recommendations Technical Product Management Team Endpoint Security Copyright 2007 All Rights Reserved Revision 6 Introduction This

More information

Maintaining Non-Stop Services with Multi Layer Monitoring

Maintaining Non-Stop Services with Multi Layer Monitoring Maintaining Non-Stop Services with Multi Layer Monitoring Lahav Savir System Architect and CEO of Emind Systems lahavs@emindsys.com www.emindsys.com The approach Non-stop applications can t leave on their

More information

Report from SARA/NIKHEF T1 and associated T2s

Report from SARA/NIKHEF T1 and associated T2s Report from SARA/NIKHEF T1 and associated T2s Ron Trompert SARA About SARA and NIKHEF NIKHEF SARA High Energy Physics Institute High performance computing centre Manages the Surfnet 6 network for the Dutch

More information

VMware vsphere: Install, Configure, Manage [V5.0]

VMware vsphere: Install, Configure, Manage [V5.0] VMware vsphere: Install, Configure, Manage [V5.0] Gain hands-on experience using VMware ESXi 5.0 and vcenter Server 5.0. In this hands-on, VMware -authorized course based on ESXi 5.0 and vcenter Server

More information

Enabling High performance Big Data platform with RDMA

Enabling High performance Big Data platform with RDMA Enabling High performance Big Data platform with RDMA Tong Liu HPC Advisory Council Oct 7 th, 2014 Shortcomings of Hadoop Administration tooling Performance Reliability SQL support Backup and recovery

More information

Best of Breed of an ITIL based IT Monitoring. The System Management strategy of NetEye

Best of Breed of an ITIL based IT Monitoring. The System Management strategy of NetEye Best of Breed of an ITIL based IT Monitoring The System Management strategy of NetEye by Georg Kostner 5/11/2012 1 IT Services and IT Service Management IT Services means provisioning of added value for

More information

Sheepdog: distributed storage system for QEMU

Sheepdog: distributed storage system for QEMU Sheepdog: distributed storage system for QEMU Kazutaka Morita NTT Cyber Space Labs. 9 August, 2010 Motivation There is no open source storage system which fits for IaaS environment like Amazon EBS IaaS

More information

Lecture 02b Cloud Computing II

Lecture 02b Cloud Computing II Mobile Cloud Computing Lecture 02b Cloud Computing II 吳 秀 陽 Shiow-yang Wu T. Sridhar. Cloud Computing A Primer, Part 2: Infrastructure and Implementation Topics. The Internet Protocol Journal, Volume 12,

More information

PANDORA FMS NETWORK DEVICE MONITORING

PANDORA FMS NETWORK DEVICE MONITORING NETWORK DEVICE MONITORING pag. 2 INTRODUCTION This document aims to explain how Pandora FMS is able to monitor all network devices available on the marke such as Routers, Switches, Modems, Access points,

More information

DSS. Data & Storage Services. Cloud storage performance and first experience from prototype services at CERN

DSS. Data & Storage Services. Cloud storage performance and first experience from prototype services at CERN Data & Storage Cloud storage performance and first experience from prototype services at CERN Maitane Zotes Resines, Seppo S. Heikkila, Dirk Duellmann, Geoffray Adde, Rainer Toebbicke, CERN James Hughes,

More information

Introduction. Need for ever-increasing storage scalability. Arista and Panasas provide a unique Cloud Storage solution

Introduction. Need for ever-increasing storage scalability. Arista and Panasas provide a unique Cloud Storage solution Arista 10 Gigabit Ethernet Switch Lab-Tested with Panasas ActiveStor Parallel Storage System Delivers Best Results for High-Performance and Low Latency for Scale-Out Cloud Storage Applications Introduction

More information

Part I: Overview. Core concepts presented:

Part I: Overview. Core concepts presented: Part I: Overview Core concepts presented: What is network monitoring What is network management Getting started Why network management Attack detection Consolidating the data The big picture What is network

More information

Forschungszentrum Karlsruhe in der Helmholtz - Gemeinschaft. Holger Marten. Holger. Marten at iwr. fzk. de www.gridka.de

Forschungszentrum Karlsruhe in der Helmholtz - Gemeinschaft. Holger Marten. Holger. Marten at iwr. fzk. de www.gridka.de Tier-2 cloud Holger Marten Holger. Marten at iwr. fzk. de www.gridka.de 1 GridKa associated Tier-2 sites spread over 3 EGEE regions. (4 LHC Experiments, 5 (soon: 6) countries, >20 T2 sites) 2 region DECH

More information

Introduction to Database as a Service

Introduction to Database as a Service Introduction to Database as a Service Exadata Platform Revised 8/1/13 Database as a Service (DBaaS) Starts With The Business Needs Establish an IT delivery model that reduces costs, meets demand, and fulfills

More information

Write a technical report Present your results Write a workshop/conference paper (optional) Could be a real system, simulation and/or theoretical

Write a technical report Present your results Write a workshop/conference paper (optional) Could be a real system, simulation and/or theoretical Identify a problem Review approaches to the problem Propose a novel approach to the problem Define, design, prototype an implementation to evaluate your approach Could be a real system, simulation and/or

More information

JOB ORIENTED VMWARE TRAINING INSTITUTE IN CHENNAI

JOB ORIENTED VMWARE TRAINING INSTITUTE IN CHENNAI JOB ORIENTED VMWARE TRAINING INSTITUTE IN CHENNAI Job oriented VMWARE training is offered by Peridot Systems in Chennai. Training in our institute gives you strong foundation on cloud computing by incrementing

More information

Object Storage A New Architectural Partitioning In Storage

Object Storage A New Architectural Partitioning In Storage Object Storage A New Architectural Partitioning In Storage IEEE 802 Plenary Tutorial #3 Sponsored by: David Law, 802.3 Chair Presented by: Thomas Skaar, Seagate Martin Czekalski, HGST Page 1 Abstract Object

More information

Kaseya IT Automation Framework

Kaseya IT Automation Framework Kaseya Kaseya IT Automation Framework An Integrated solution designed for reducing complexity while increasing productivity for IT Professionals and Managed Service Providers. The powerful, web-based automation

More information

Cisco NetFlow Generation Appliance (NGA) 3140

Cisco NetFlow Generation Appliance (NGA) 3140 Q&A Cisco NetFlow Generation Appliance (NGA) 3140 General Overview Q. What is Cisco NetFlow Generation Appliance (NGA) 3140? A. Cisco NetFlow Generation Appliance 3140 is purpose-built, high-performance

More information

Distributed File Systems

Distributed File Systems Distributed File Systems Mauro Fruet University of Trento - Italy 2011/12/19 Mauro Fruet (UniTN) Distributed File Systems 2011/12/19 1 / 39 Outline 1 Distributed File Systems 2 The Google File System (GFS)

More information

State of the Art Cloud Infrastructure

State of the Art Cloud Infrastructure State of the Art Cloud Infrastructure Motti Beck, Director Enterprise Market Development WHD Global I April 2014 Next Generation Data Centers Require Fast, Smart Interconnect Software Defined Networks

More information

Appro Supercomputer Solutions Best Practices Appro 2012 Deployment Successes. Anthony Kenisky, VP of North America Sales

Appro Supercomputer Solutions Best Practices Appro 2012 Deployment Successes. Anthony Kenisky, VP of North America Sales Appro Supercomputer Solutions Best Practices Appro 2012 Deployment Successes Anthony Kenisky, VP of North America Sales About Appro Over 20 Years of Experience 1991 2000 OEM Server Manufacturer 2001-2007

More information

SUN ORACLE EXADATA STORAGE SERVER

SUN ORACLE EXADATA STORAGE SERVER SUN ORACLE EXADATA STORAGE SERVER KEY FEATURES AND BENEFITS FEATURES 12 x 3.5 inch SAS or SATA disks 384 GB of Exadata Smart Flash Cache 2 Intel 2.53 Ghz quad-core processors 24 GB memory Dual InfiniBand

More information

Quantum StorNext. Product Brief: Distributed LAN Client

Quantum StorNext. Product Brief: Distributed LAN Client Quantum StorNext Product Brief: Distributed LAN Client NOTICE This product brief may contain proprietary information protected by copyright. Information in this product brief is subject to change without

More information

TÓPICOS AVANÇADOS EM REDES ADVANCED TOPICS IN NETWORKS

TÓPICOS AVANÇADOS EM REDES ADVANCED TOPICS IN NETWORKS Mestrado em Engenharia de Redes de Comunicações TÓPICOS AVANÇADOS EM REDES ADVANCED TOPICS IN NETWORKS 2009-2010 Projecto de Rede / Sistema - Network / System Design 1 Hierarchical Network Design 2 Hierarchical

More information

CERN Cloud Infrastructure. Cloud Networking

CERN Cloud Infrastructure. Cloud Networking CERN Cloud Infrastructure Cloud Networking Contents Physical datacenter topology Cloud Networking - Use cases - Current implementation (Nova network) - Migration to Neutron 7/16/2015 2 Physical network

More information

2009 Oracle Corporation 1

2009 Oracle Corporation 1 The following is intended to outline our general product direction. It is intended for information purposes only, and may not be incorporated into any contract. It is not a commitment to deliver any material,

More information

Agenda. HPC Software Stack. HPC Post-Processing Visualization. Case Study National Scientific Center. European HPC Benchmark Center Montpellier PSSC

Agenda. HPC Software Stack. HPC Post-Processing Visualization. Case Study National Scientific Center. European HPC Benchmark Center Montpellier PSSC HPC Architecture End to End Alexandre Chauvin Agenda HPC Software Stack Visualization National Scientific Center 2 Agenda HPC Software Stack Alexandre Chauvin Typical HPC Software Stack Externes LAN Typical

More information

Integration of Network Performance Monitoring Data at FTS3

Integration of Network Performance Monitoring Data at FTS3 Integration of Network Performance Monitoring Data at FTS3 July-August 2013 Author: Rocío Rama Ballesteros Supervisor(s): Michail Salichos Alejandro Álvarez CERN openlab Summer Student Report 2013 Project

More information

COMPUTING. Centellis Virtualization Platform An open hardware and software platform for implementing virtualized applications

COMPUTING. Centellis Virtualization Platform An open hardware and software platform for implementing virtualized applications COMPUTING Data Sheet Centellis VP provides the hardware and software platform to deploy carrier grade virtualized applications. Application virtualization software framework based on industry standard

More information

Building Storage Service in a Private Cloud

Building Storage Service in a Private Cloud Building Storage Service in a Private Cloud Sateesh Potturu & Deepak Vasudevan Wipro Technologies Abstract Storage in a private cloud is the storage that sits within a particular enterprise security domain

More information

Hadoop Distributed File System. T-111.5550 Seminar On Multimedia 2009-11-11 Eero Kurkela

Hadoop Distributed File System. T-111.5550 Seminar On Multimedia 2009-11-11 Eero Kurkela Hadoop Distributed File System T-111.5550 Seminar On Multimedia 2009-11-11 Eero Kurkela Agenda Introduction Flesh and bones of HDFS Architecture Accessing data Data replication strategy Fault tolerance

More information

Direct NFS - Design considerations for next-gen NAS appliances optimized for database workloads Akshay Shah Gurmeet Goindi Oracle

Direct NFS - Design considerations for next-gen NAS appliances optimized for database workloads Akshay Shah Gurmeet Goindi Oracle Direct NFS - Design considerations for next-gen NAS appliances optimized for database workloads Akshay Shah Gurmeet Goindi Oracle Agenda Introduction Database Architecture Direct NFS Client NFS Server

More information

Integrating a heterogeneous and shared Linux cluster into grids

Integrating a heterogeneous and shared Linux cluster into grids Integrating a heterogeneous and shared Linux cluster into grids 1,2 1 1,2 1 V. Büge, U. Felzmann, C. Jung, U. Kerzel, 1 1 1 M. Kreps, G. Quast, A. Vest 1 2 DPG Frühjahrstagung March 28 31, 2006 Dortmund

More information

Six Days in the Network Security Trenches at SC14. A Cray Graph Analytics Case Study

Six Days in the Network Security Trenches at SC14. A Cray Graph Analytics Case Study Six Days in the Network Security Trenches at SC14 A Cray Graph Analytics Case Study WP-NetworkSecurity-0315 www.cray.com Table of Contents Introduction... 3 Analytics Mission and Source Data... 3 Analytics

More information

Creating a Cloud Backup Service. Deon George

Creating a Cloud Backup Service. Deon George Creating a Cloud Backup Service Deon George Agenda TSM Cloud Service features Cloud Service Customer, providing a internal backup service Internal Backup Cloud Service Service Provider, providing a backup

More information

Oracle Infrastructure Systems Management with Enterprise Manager and Ops Center CON4954

Oracle Infrastructure Systems Management with Enterprise Manager and Ops Center CON4954 Oracle Infrastructure Systems Management with Enterprise Manager and Ops Center CON4954 Simon Hayler Product Manager Oracle Enterprise Manager September, 2014 Safe Harbor Statement The following is intended

More information

Distributed File Systems An Overview. Nürnberg, 30.04.2014 Dr. Christian Boehme, GWDG

Distributed File Systems An Overview. Nürnberg, 30.04.2014 Dr. Christian Boehme, GWDG Distributed File Systems An Overview Nürnberg, 30.04.2014 Dr. Christian Boehme, GWDG Introduction A distributed file system allows shared, file based access without sharing disks History starts in 1960s

More information

Jeffrey D. Ullman slides. MapReduce for data intensive computing

Jeffrey D. Ullman slides. MapReduce for data intensive computing Jeffrey D. Ullman slides MapReduce for data intensive computing Single-node architecture CPU Machine Learning, Statistics Memory Classical Data Mining Disk Commodity Clusters Web data sets can be very

More information

High-Performance, Low-Cost Computational Chemistry: Servers in a Stick, Box, and Cloud. Nathan Vance Polik Group Hope College February 19, 2015

High-Performance, Low-Cost Computational Chemistry: Servers in a Stick, Box, and Cloud. Nathan Vance Polik Group Hope College February 19, 2015 High-Performance, Low-Cost Computational Chemistry: Servers in a Stick, Box, and Cloud Nathan Vance Polik Group Hope College February 19, 2015 Outline The use and history of computing in chemistry The

More information