{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2013:6VSF3YRGOWKVWH4Y2QZO2XUSM5","short_pith_number":"pith:6VSF3YRG","canonical_record":{"source":{"id":"1308.2058","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2013-08-09T09:20:02Z","cross_cats_sorted":["cs.CE","cs.PF","cs.SE"],"title_canon_sha256":"fdf8ef21bc6cca0ad0ceae0a36275adc4346dd744e59d5694338bbb71e4253f9","abstract_canon_sha256":"ca5c4d9c0287a8832ba6db6c635a11e290f6e137834ff65289d745705fe2d990"},"schema_version":"1.0"},"canonical_sha256":"f5645de22675955b1f98d432ed5e92675d90d5ab8f47c25ebe4e8ddb519b9785","source":{"kind":"arxiv","id":"1308.2058","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1308.2058","created_at":"2026-05-18T03:16:18Z"},{"alias_kind":"arxiv_version","alias_value":"1308.2058v1","created_at":"2026-05-18T03:16:18Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1308.2058","created_at":"2026-05-18T03:16:18Z"},{"alias_kind":"pith_short_12","alias_value":"6VSF3YRGOWKV","created_at":"2026-05-18T12:27:36Z"},{"alias_kind":"pith_short_16","alias_value":"6VSF3YRGOWKVWH4Y","created_at":"2026-05-18T12:27:36Z"},{"alias_kind":"pith_short_8","alias_value":"6VSF3YRG","created_at":"2026-05-18T12:27:36Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2013:6VSF3YRGOWKVWH4Y2QZO2XUSM5","target":"record","payload":{"canonical_record":{"source":{"id":"1308.2058","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2013-08-09T09:20:02Z","cross_cats_sorted":["cs.CE","cs.PF","cs.SE"],"title_canon_sha256":"fdf8ef21bc6cca0ad0ceae0a36275adc4346dd744e59d5694338bbb71e4253f9","abstract_canon_sha256":"ca5c4d9c0287a8832ba6db6c635a11e290f6e137834ff65289d745705fe2d990"},"schema_version":"1.0"},"canonical_sha256":"f5645de22675955b1f98d432ed5e92675d90d5ab8f47c25ebe4e8ddb519b9785","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T03:16:18.359851Z","signature_b64":"Y5UBRNwSYR8CIuLZF95eSDt1ZQ0vUIb7tAYRT4iYGb9yssWiVVnTCeu+kmalYlFZBd8YEXrzHB8qJ14nW6f4Dg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"f5645de22675955b1f98d432ed5e92675d90d5ab8f47c25ebe4e8ddb519b9785","last_reissued_at":"2026-05-18T03:16:18.359205Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T03:16:18.359205Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1308.2058","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T03:16:18Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"DqLT2YHjoVimBT6vqWeDVkqEAqgjE6lvYwJHCCQUoywbeFKXOyv/rpWPAIpGnRSdkhU4BrTiRJGn5bknQbYZAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-03T23:10:16.758167Z"},"content_sha256":"b5b6056c354eaff013d3477f79a114791feb6893cd621ec2c06a4f890febf943","schema_version":"1.0","event_id":"sha256:b5b6056c354eaff013d3477f79a114791feb6893cd621ec2c06a4f890febf943"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2013:6VSF3YRGOWKVWH4Y2QZO2XUSM5","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"RBioCloud: A Light-weight Framework for Bioconductor and R-based Jobs on the Cloud","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CE","cs.PF","cs.SE"],"primary_cat":"cs.DC","authors_text":"Adam Barker, Blesson Varghese, Ishan Patel","submitted_at":"2013-08-09T09:20:02Z","abstract_excerpt":"Large-scale ad hoc analytics of genomic data is popular using the R-programming language supported by 671 software packages provided by Bioconductor. More recently, analytical jobs are benefitting from on-demand computing and storage, their scalability and their low maintenance cost, all of which are offered by the cloud. While Biologists and Bioinformaticists can take an analytical job and execute it on their personal workstations, it remains challenging to seamlessly execute the job on the cloud infrastructure without extensive knowledge of the cloud dashboard. How analytical jobs can not on"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1308.2058","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T03:16:18Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"5v8A7GyYNE1zq4OqnCnckUuiObwdJU1e7V4OZaWCxV3wsbkZsX/2GOxYnnDfH5qWDFPq7ia1ic8J/xg0jHtLAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-03T23:10:16.758545Z"},"content_sha256":"d8e75a8c5e60b87eafde988e38e046b06b26b59baf2b8a4f6e77c6e6d5edeeff","schema_version":"1.0","event_id":"sha256:d8e75a8c5e60b87eafde988e38e046b06b26b59baf2b8a4f6e77c6e6d5edeeff"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/6VSF3YRGOWKVWH4Y2QZO2XUSM5/bundle.json","state_url":"https://pith.science/pith/6VSF3YRGOWKVWH4Y2QZO2XUSM5/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/6VSF3YRGOWKVWH4Y2QZO2XUSM5/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-06-03T23:10:16Z","links":{"resolver":"https://pith.science/pith/6VSF3YRGOWKVWH4Y2QZO2XUSM5","bundle":"https://pith.science/pith/6VSF3YRGOWKVWH4Y2QZO2XUSM5/bundle.json","state":"https://pith.science/pith/6VSF3YRGOWKVWH4Y2QZO2XUSM5/state.json","well_known_bundle":"https://pith.science/.well-known/pith/6VSF3YRGOWKVWH4Y2QZO2XUSM5/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2013:6VSF3YRGOWKVWH4Y2QZO2XUSM5","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"ca5c4d9c0287a8832ba6db6c635a11e290f6e137834ff65289d745705fe2d990","cross_cats_sorted":["cs.CE","cs.PF","cs.SE"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2013-08-09T09:20:02Z","title_canon_sha256":"fdf8ef21bc6cca0ad0ceae0a36275adc4346dd744e59d5694338bbb71e4253f9"},"schema_version":"1.0","source":{"id":"1308.2058","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1308.2058","created_at":"2026-05-18T03:16:18Z"},{"alias_kind":"arxiv_version","alias_value":"1308.2058v1","created_at":"2026-05-18T03:16:18Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1308.2058","created_at":"2026-05-18T03:16:18Z"},{"alias_kind":"pith_short_12","alias_value":"6VSF3YRGOWKV","created_at":"2026-05-18T12:27:36Z"},{"alias_kind":"pith_short_16","alias_value":"6VSF3YRGOWKVWH4Y","created_at":"2026-05-18T12:27:36Z"},{"alias_kind":"pith_short_8","alias_value":"6VSF3YRG","created_at":"2026-05-18T12:27:36Z"}],"graph_snapshots":[{"event_id":"sha256:d8e75a8c5e60b87eafde988e38e046b06b26b59baf2b8a4f6e77c6e6d5edeeff","target":"graph","created_at":"2026-05-18T03:16:18Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"paper":{"abstract_excerpt":"Large-scale ad hoc analytics of genomic data is popular using the R-programming language supported by 671 software packages provided by Bioconductor. More recently, analytical jobs are benefitting from on-demand computing and storage, their scalability and their low maintenance cost, all of which are offered by the cloud. While Biologists and Bioinformaticists can take an analytical job and execute it on their personal workstations, it remains challenging to seamlessly execute the job on the cloud infrastructure without extensive knowledge of the cloud dashboard. How analytical jobs can not on","authors_text":"Adam Barker, Blesson Varghese, Ishan Patel","cross_cats":["cs.CE","cs.PF","cs.SE"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2013-08-09T09:20:02Z","title":"RBioCloud: A Light-weight Framework for Bioconductor and R-based Jobs on the Cloud"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1308.2058","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:b5b6056c354eaff013d3477f79a114791feb6893cd621ec2c06a4f890febf943","target":"record","created_at":"2026-05-18T03:16:18Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"ca5c4d9c0287a8832ba6db6c635a11e290f6e137834ff65289d745705fe2d990","cross_cats_sorted":["cs.CE","cs.PF","cs.SE"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2013-08-09T09:20:02Z","title_canon_sha256":"fdf8ef21bc6cca0ad0ceae0a36275adc4346dd744e59d5694338bbb71e4253f9"},"schema_version":"1.0","source":{"id":"1308.2058","kind":"arxiv","version":1}},"canonical_sha256":"f5645de22675955b1f98d432ed5e92675d90d5ab8f47c25ebe4e8ddb519b9785","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f5645de22675955b1f98d432ed5e92675d90d5ab8f47c25ebe4e8ddb519b9785","first_computed_at":"2026-05-18T03:16:18.359205Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T03:16:18.359205Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Y5UBRNwSYR8CIuLZF95eSDt1ZQ0vUIb7tAYRT4iYGb9yssWiVVnTCeu+kmalYlFZBd8YEXrzHB8qJ14nW6f4Dg==","signature_status":"signed_v1","signed_at":"2026-05-18T03:16:18.359851Z","signed_message":"canonical_sha256_bytes"},"source_id":"1308.2058","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b5b6056c354eaff013d3477f79a114791feb6893cd621ec2c06a4f890febf943","sha256:d8e75a8c5e60b87eafde988e38e046b06b26b59baf2b8a4f6e77c6e6d5edeeff"],"state_sha256":"7739f7976955556df6133785510354aa750a18fa87ce7bb630378b19558a21e2"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"6ujlNm7wC5Gu+FXZ+7MRTpJIHoMCmuBRVzeLJvQKBv+igPO842Dpq1GOXbO1IkhFmC90ig/YsE+KNwS6VlyeBQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-03T23:10:16.760527Z","bundle_sha256":"d022d9541c1659a697c512e0d1aaef94fe2cfa0c8553e74c71d4e23866fa6dd2"}}