Providing Bioinformatics Services on Cloud Christophe Blanchet, Clément Gauthey C. Blanchet and C. Gauthey Infrastructure Distributed for Biology IDB-IBCP CNRS FR3302 - LYON - FRANCE EGI CF13, Manchester, 9 April 2013 http://idee-b.ibcp.fr Infrastructure Distributed for Biology - IDB CNRS-IBCP FR3302, Lyon, FRANCE IDB acknowledges co-funding by the European Community's Seventh Framework Programme (INFSO-RI-261552) and the French National Research Agency's Arpege Programme (ANR-10-SEGI-001)
Bioinformatics Today • Biological data are big data • 1512 online databases (NAR Database Issue 2013) • Institut Sanger, UK, 5 PB • Beijing Genome Institute, China, 4 sites, 10 PB ➡ Big data in lot of places • Analysing such data became difficult • Scale-up of the analyses : gene/protein to complete genome/ proteome, ... • Lot of different daily-used tools • That need to be combined in workflows • Usual interfaces: portals, Web services, federation,... ➡ Datacenters with ease of access/use • Distributed resources ADN • Experimental platforms: NGS, imaging, ... • ADN Bioinformatics platforms BI ➡ Federation of datacenters M CC BI ADN ADN ADN BI EGI CF13, Manchester, 9 April 2013 ADN ADN BI
Sequencing Genomes Complete genome sequencing become a lab commodity with NGS (cheap and efficient) source: www.genomesonline.org source: www.politigenomics.com/next-generation-sequencing-informatics EGI CF13, Manchester, 9 April 2013
Infrastructures in Biology Lot of tools and web services to treat and vizualize lot of data EGI CF13, Manchester, 9 April 2013
The scene • Bioinformatics services providers • Is it easy to deploy lot of (incompatible) tools ? • To make them connected to public databases ? • To limit transfer of huge data ? • To provide users with their own computing resources ? • With their own isolated storage ? • Scientists • Is it easy to access/use these tools ? • To adapt to your usage ? • To get your/other tools deployed on a datacenter ? • To combine them ? • To get my own computing/storage resources ? EGI CF13, Manchester, 9 April 2013
IDB’s Cloud • Cloud workbench for Biology • 13 turnkey bioinformatics appliances (as of Apr. 2013) • Running since Sept. 2011 , opened to Biology community • Lyon, FRANCE • Powered by • StratusLab • Compute nodes, Block storage • +900 cores, +4TB RAM, 36TB vdisks • Mainly Intel SandyBridge servers with 32c 128GB • Bigmen servers with 64c 768GB • VMs from 1 to 64c, 512MB to 760GB RAM • + Openstack • Object storage (Swift) • +200 TB redundant & scalable storage EGI CF13, Manchester, 9 April 2013
Driven throught a simple web interface EGI CF13, Manchester, 9 April 2013
Integrate Bioinformatics Tools in Cloud Bioinformatics Virtual machines Linux Tools Abyss BLAST Ray GOR4 PhyML RedHat, BWA CentOS Debian, ClustalW FastA Ubuntu Create SSearch Suse new Appliance Bioinformatics Marketplace Sequence Structure NGS Galaxy ARIA (…) • Appliances are virtual machines • small : few GB, easy to convert in most virtualization formats • Installed and pre-configured with common bioinformatics tools • e.g. BLAST, Clustalw, ARIA, MEME, HMMer, TopHat, BWA, Samtools, etc. EGI CF13, Manchester, 9 April 2013
Bioinformatics Appliances EGI CF13, Manchester, 9 April 2013
Select your bioinformatics tools EGI CF13, Manchester, 9 April 2013
Run Bioinformatics Cloud Instances Bioinformatics Marketplace Structure NGS Galaxy ARIA (…) Sequence Launch Instances PaaS S launch jobs a a I BLAST, ssh Clustal, S etc. F d e r a h S Master & Storage Workers VM ARIA VM CNS IBCP's Cloud Resources Portal EGI CF13, Manchester, 9 April 2013
Manage your Cloud Instances EGI CF13, Manchester, 9 April 2013
Biological Data in Cloud Upload your data scp http/S3 Public Data sources PaaS UNIPROT IaaS launch jobs BLAST, ssh Clustal, shared EMBL Shared FS etc. PROSITE (NFS) Genomes PDB Master & Storage Workers VM ARIA VM CNS pdisk (iSCSI) Bioinformatics Cloud r e s U Portal a a t d t n e t s s i r e P scp http/S3 Get your results EGI CF13, Manchester, 9 April 2013
Example: ‘biocompute’ Appliance • Use your own instance(s) • With pre-installed standard bioinformatics tools • BLAST, FastA, SSearch,HMM,... • ClustalW2, Clustal-Omega, Muscle,.. • Bowtie(2), BWA, samtools, ... • MEME, R, etc. • Connected to public reference data • Uniprot, EMBL, genomes, PDB, etc. • Automaticaly shared to the VMs EGI CF13, Manchester, 9 April 2013
Example: Galaxy portal for NGS analyses • Analyse NGS data • portal Galaxy is widely used in the community • connected to large public data: sequences and indexes • large user data (GBs) • Preserve workflows and results (persistent storage) EGI CF13, Manchester, 9 April 2013
Example: Proteomics • Motivation • Collaboration with a mass spectroscopy platform • Running out of space on their local resources • Protein identification • Mass experimental data • Reference databases : nr, Swiss-Prot • Reference screening tools: OMSSA, X!Tandem • User interface • Remote display • NX • Reference GUIs • SearchGUI • PeptidShaker EGI CF13, Manchester, 9 April 2013 source: PeptideShaker site
Conclusion • Provide turnkey bioinformatics appliances • Standard tools and pipelines • Interoperability: ready to run on cloud • Easier to transfer appliances than data (GB vs TB) • Provide a cloud infrastructure tightly connected to existing bioinformatics infrastructure • Public IDB’s bioinformatics cloud • Linked to public biological databases • In collaboration with the French Bioinformatics Institute • Ease the usage by scientists • Usual bioinformatics gateways • Persistent and large ubiquitous storage • Web interface for cloud management EGI CF13, Manchester, 9 April 2013
Perspectives • Define good practices to provide academic community and industry with bioinformatics services! • French Bioinformatics Institute - IFB • Goals are to provide core bioinformatics resources to the national and international life science research community in key fields such as genomics, proteomics, systems biology, etc. • Aims at building a national academic cloud devoted to Bioinformatics, inspired by the model evaluated through the IDB’s cloud. • European ELIXIR infrastructure • To build a sustainable European infrastructure for biological information, supporting life science research and its translation • IFB will be the French representative in ELIXIR. EGI CF13, Manchester, 9 April 2013
Questions ? • Acknowledgment • StratusLab members • co-funding by the European Community's Seventh Framework Programme (INFSO-RI-261552) and by the French National Research Agency's Arpege Programme (ANR-10-SEGI-001). http://idee-b.ibcp.fr EGI CF13, Manchester, 9 April 2013
Recommend
More recommend