{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2018:HUCBUPKWPSI6BPFJB7NILOFJ2L","short_pith_number":"pith:HUCBUPKW","schema_version":"1.0","canonical_sha256":"3d041a3d567c91e0bca90fda85b8a9d2c9852a2363fdf1eda9c47ebe15e2c8a9","source":{"kind":"arxiv","id":"1806.09265","version":1},"attestation_state":"computed","paper":{"title":"Ben\\'e: On Demand Cost-Effective Scaling at the Edge","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.DC","authors_text":"Faria Kalim, Shadi A. Noghabi","submitted_at":"2018-06-25T03:06:07Z","abstract_excerpt":"Edge computing has become increasingly popular across many domains and enterprises. However, given the locality constraint of edges (i.e., only close-by edges are useful), multiplexing diverse workloads becomes challenging. This results in poor resource utilization in edge resources that are provisioned for peak demand. A simple way to allow multiplexing is through micro-data centers, that bring computation close to the users while supporting diverse workloads throughout the data, along with edges. In this paper, we argue for a hybrid approach of dedicated edge resources within an enterprise a"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"1806.09265","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2018-06-25T03:06:07Z","cross_cats_sorted":[],"title_canon_sha256":"48cd1d4bdde9e593e0fa7a42716be90d9bcb4922519ce80f2d48b0f0cd5c1cf9","abstract_canon_sha256":"44bc744a5a4e4c2f67b709ff316f40d451cb81034e67e6798775462818c63a95"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:12:29.828406Z","signature_b64":"fpur4wOEjaIFXzczJYkrRCAUXzn/kqMDuhufwxum/lkOUL7D2USKzrIKJsimcnAXyiATOi+Rh+LSJ5Muij8nCw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"3d041a3d567c91e0bca90fda85b8a9d2c9852a2363fdf1eda9c47ebe15e2c8a9","last_reissued_at":"2026-05-18T00:12:29.827866Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:12:29.827866Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Ben\\'e: On Demand Cost-Effective Scaling at the Edge","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.DC","authors_text":"Faria Kalim, Shadi A. Noghabi","submitted_at":"2018-06-25T03:06:07Z","abstract_excerpt":"Edge computing has become increasingly popular across many domains and enterprises. However, given the locality constraint of edges (i.e., only close-by edges are useful), multiplexing diverse workloads becomes challenging. This results in poor resource utilization in edge resources that are provisioned for peak demand. A simple way to allow multiplexing is through micro-data centers, that bring computation close to the users while supporting diverse workloads throughout the data, along with edges. In this paper, we argue for a hybrid approach of dedicated edge resources within an enterprise a"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1806.09265","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"},"aliases":[{"alias_kind":"arxiv","alias_value":"1806.09265","created_at":"2026-05-18T00:12:29.827960+00:00"},{"alias_kind":"arxiv_version","alias_value":"1806.09265v1","created_at":"2026-05-18T00:12:29.827960+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1806.09265","created_at":"2026-05-18T00:12:29.827960+00:00"},{"alias_kind":"pith_short_12","alias_value":"HUCBUPKWPSI6","created_at":"2026-05-18T12:32:28.185984+00:00"},{"alias_kind":"pith_short_16","alias_value":"HUCBUPKWPSI6BPFJ","created_at":"2026-05-18T12:32:28.185984+00:00"},{"alias_kind":"pith_short_8","alias_value":"HUCBUPKW","created_at":"2026-05-18T12:32:28.185984+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/HUCBUPKWPSI6BPFJB7NILOFJ2L","json":"https://pith.science/pith/HUCBUPKWPSI6BPFJB7NILOFJ2L.json","graph_json":"https://pith.science/api/pith-number/HUCBUPKWPSI6BPFJB7NILOFJ2L/graph.json","events_json":"https://pith.science/api/pith-number/HUCBUPKWPSI6BPFJB7NILOFJ2L/events.json","paper":"https://pith.science/paper/HUCBUPKW"},"agent_actions":{"view_html":"https://pith.science/pith/HUCBUPKWPSI6BPFJB7NILOFJ2L","download_json":"https://pith.science/pith/HUCBUPKWPSI6BPFJB7NILOFJ2L.json","view_paper":"https://pith.science/paper/HUCBUPKW","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1806.09265&json=true","fetch_graph":"https://pith.science/api/pith-number/HUCBUPKWPSI6BPFJB7NILOFJ2L/graph.json","fetch_events":"https://pith.science/api/pith-number/HUCBUPKWPSI6BPFJB7NILOFJ2L/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/HUCBUPKWPSI6BPFJB7NILOFJ2L/action/timestamp_anchor","attest_storage":"https://pith.science/pith/HUCBUPKWPSI6BPFJB7NILOFJ2L/action/storage_attestation","attest_author":"https://pith.science/pith/HUCBUPKWPSI6BPFJB7NILOFJ2L/action/author_attestation","sign_citation":"https://pith.science/pith/HUCBUPKWPSI6BPFJB7NILOFJ2L/action/citation_signature","submit_replication":"https://pith.science/pith/HUCBUPKWPSI6BPFJB7NILOFJ2L/action/replication_record"}},"created_at":"2026-05-18T00:12:29.827960+00:00","updated_at":"2026-05-18T00:12:29.827960+00:00"}