540 likes | 668 Views
Internet Economics. John Chuang School of Information Management & Systems UC Berkeley chuang@sims.berkeley.edu. The Big Picture. Market Structure & Mechanisms. Demand. Supply. Price(s). {. Producer Surplus Consumer Surplus Social Surplus. Welfare (surplus).
E N D
Internet Economics John Chuang School of Information Management & Systems UC Berkeley chuang@sims.berkeley.edu
The Big Picture Market Structure & Mechanisms Demand Supply Price(s) { Producer Surplus Consumer Surplus Social Surplus Welfare (surplus) John Chuang
Why Study Internet Economics? • Internet has interesting economic properties • Resource allocation • Rule-based vs. pricing-based • Market structures • Interconnections • Horizontal mergers and vertical integration • Bandwidth markets • Policymaking • Sustainable competition • Universal access John Chuang
Outline • Economic characteristics of the Net • Resource allocation and pricing • Interconnection and industrial organization John Chuang
Economic characteristics of the Net • Public vs. private good • Economies of scale • Economies of scope • Network externalities John Chuang
Public vs. Private Goods • Private good • depletable and excludable • e.g., toothpaste, automobile • Public good • non-depletable and non-excludable • e.g., national defense, clean air, lighthouses • What about roadways, information, and the Internet? John Chuang
Public vs. Private Goods • Roadways: • non-depletable (until congestion) and non-excludable • Information: • Encapsulated: depletable and excludable • Non-encapsulated: non-depletable, but is it excludable? • Internet: • non-depletable (until congestion), but is it excludable? John Chuang
Economies of scale • Average cost declines as output level increases • Internet exhibits strong economies of scale • High fixed cost • e.g., trenching cost, up-front capital investment • Low/zero marginal cost • of sending an additional packet John Chuang
Traditional Goods & Services $ • Q* is optimal firm output • Can support N firms if market size (QTOT) >= NQ* AC Q John Chuang Q* QTOT
Infrastructure Goods & Services $ • High FC, low MC declining AC curve (economies of scale) • Therefore it is socially optimal to have the entire market served by a single firm (“natural monopoly”) AC Q John Chuang QTOT
A monopolist: • is a price-setter, not a price-taker • maximizes producer surplus (profit), not consumer surplus • Alternatives: public utility or regulated monopoly • e.g., AT&T historically treated as regulated natural monopoly • rate regulation • structural regulation John Chuang
Competition • In a perfect competition: • all firms are price-takers • P = MC in the long run • inefficient firms with high MC will exit market • long term profits = 0 • consumer and total surplus maximized John Chuang
Technological Change $ • Natural monopoly may not last forever • Technological change may result in new cost curve: same market may now be optimally served by multiple firms • e.g., long distance telephony and the breakup of AT&T in 1984 Q John Chuang QTOT
Economies of Scope • Significant joint costs of production for multiple goods/services • Examples: • GM plants produce sedans, SUVs, and minivans, etc. • Amazon.com sells books, music, and lawn-mowers, etc. • Internet supports multiple traffic types previously carried over different networks (telephony, radio, CATV, …) John Chuang
SLA QoS Aware Internet Service Differentiation email Best Effort voice John Chuang
Network Externalities • Externality: value (including costs and benefits) of a good/service not fully reflected in its price • e.g., the price of an automobile does not include the economic impact of its potential to pollute • Network externality: value of the network is a function of the network size John Chuang
Positive Network Externalities • Value of network increases with network size • e.g., telephones, fax machines, email clients • Metcalfe’s Law: the value of a network is proportional to the square of the number of users (N^2) • Reed’s Law: the value of network grows with the number of possible sub-groups that can be formed (2^N) John Chuang
Negative Network Externalities • Value of network decreases with network size • e.g., due to increased likelihood of network congestion • During network congestion, each data packet incurs a social cost to other packets (e.g., delay, packet-drop) John Chuang
Summary • The Internet as a public good (?) • High fixed cost, low marginal cost (strong economies of scale) • Significant joint costs (strong economies of scope) • Positive/negative network externalities (demand-side economies/diseconomies of scale) John Chuang
Outline • Economic characteristics of the Net • Resource allocation and pricing • Interconnection and industrial organization John Chuang
not necessarily aligned Resource Allocation Goals (Objective Functions) • Technical efficiency • Performance (latency, throughput) vs. cost • Survivability (availability, redundancy) vs. cost • Economic efficiency • Social surplus • Pareto efficiency • Other objectives • Profit (producer surplus) • Penetration/usage s.t. cost recovery (e.g., universal service) • Equity, stability, predictability, etc. John Chuang
Rule-Based Resource Allocation • Example: TCP Congestion Control • All hosts reduce transmission rate when there is congestion • Some TCP-unfriendly implementations ignore congestion signal 0.5Mb/s 1Mb/s 0.5Mb/s 0.5Mb/s John Chuang
The Role of Prices • Allocate resources to maximize economic efficiency • Serve as feedback signals • Help users make efficient consumption choices • Help provider make optimal capacity expansions John Chuang
Pricing Network Services • Criticism of flat-rate pricing • Tragedy-of-the-Commons • Usage-based pricing • Metering costs • Users prefer predictable bills • Marginal cost pricing • MC=0 most of the time • Congestion-based pricing • Packets bid for service • Too costly to implement • Back to flat-rate? John Chuang
QoS and Pricing • QoS Pricing • Multi-class network requires differential pricing scheme • Otherwise all users select best service class • How about use differential pricing to implement QoS itself? • Paris Metro Pricing John Chuang
Service provider’s perspective Encourage efficient resource usage (incentive compatibility) Low cost (implementation, metering, accounting and billing) Competitive prices Cost recovery User’s perspective Fairness Predictability (reproducibility) Stability Transparency (comprehensibility) Controllability Desirable Properties of Pricing Schemes (Delgrossi and Ferrari 1999) John Chuang
Outline • Economic characteristics of the Net • Resource allocation and pricing • Interconnection and industrial organization John Chuang
Inter-exchange Carrier (IXC) Long- Distance Network Customer Premises Internet Service Providers Telephone Network Internet backbones Point of Presence Backbone Provider 1 Router INTERNET Tandem Switch Dial-Up ISP Local Exchange Carrier (LEC) Backbone Provider 2 Exchange Point DNS Router Local Egress Switch Router Local Ingress Switch Remote ISP Server Packet Network Content Provider Local Loop Router Analog Modem xDSL Modem Firewall Headend Cable Network Cable Modem Corporate LAN John Chuang Customer Premise Source: M. Sirbu
Industrial Organization • Horizontal merger • Vertical integration/disintegration • Determinants: • Technological efficiencies • Transactional efficiencies • Market imperfections John Chuang
Vertically Related Markets • Upstream/downstream relationship • Examples: • Detroit: steel v. automobile • Software: OS v. applications • Telephony: local v. long distance • Internet: physical transport v. access v. content/services John Chuang
Vertical Integration • Good: • economies of scope savings • internalize transaction costs • reduce prices & increase total welfare • Bad: • if one component is monopolistic • foreclose competition in other component John Chuang
Vertical Integration: Telephony • Telephony was vertically-integrated industry • AT&T (Ma Bell) offered end-to-end solution • Divestiture in 1984 • Local service (the seven baby bells) • Long distance service (AT&T) • Customer premise equipment (CPE) • Removes hidden subsidies between local service (monopoly) and long distance (competitive) John Chuang
Vertical Integration: Internet • Different vertical components of Internet [Lehr98]: • Local access transport (LAT): PacBell, TCI (AT&T) • Retail Internet access provision (ISP): AOL, @Home • Wide area transport (WAT): AT&T, MCI-WorldCom, Sprint, Qwest, Level3 • Backbone Internet service provision (BSP): UUNET, AT&T, BBN • Note: AT&T vertically integrated across all four components John Chuang
Downstream Goods/Services • Internet data centers • Content distribution networks • Application service providers • Certificate authorities • Billing and payment services • Content providers John Chuang
Unbundling the Local Loop • RBOCs (e.g., Pacific Bell) own the local loop infrastructure and offers local phone/DSL service • Telecom Act of 1996 requires RBOCs to unbundle services from local loop access • Motivation: allow competitive local exchange carriers (CLECs, e.g., Covad, Northpoint) to compete against the incumbents • Difficult to implement/enforce; not sustainable John Chuang
Unbundling the Cable Plant • TCI owns/operates cable infrastructure (LAT) • @Home offers broadband Internet access over cable (ISP) • TCI and @Home are now one integrated entity: AT&T Broadband • Enters AOL… • wants to offer retail ISP service over AT&T’s cable infrastructure, in competition with @Home service • demands unbundling and open access to cable plant • Who wins? John Chuang
Horizontal Merger • Proposition: Economies of scale • Example: Internet Backbone • MCI-WorldCom (1998) • WorldCom-Sprint (2000; abandoned) • Objection: concentration leads to market power • Larger network has less incentive to interconnect, or to maintain a high quality interconnection • Larger network has negotiation power over smaller networks John Chuang
Fiber System Route Miles Source: Kende 2000 John Chuang
Horizontal Merger • Example 2: Local loop • Seven Baby Bells Merging • SBC + PacBell + Ameritech • Nynex + BellAtlantic • Bell South • US West • 1996 Telecom Act: unbundling and open access • competition in local exchange (e.g., Covad, Northpoint and other CLEC’s ) • Facilities-based competition • e.g., wireless, cable, satellite, … John Chuang
Network Interconnection • Network externalities motivate network operators to interconnect • Different types of interconnection: • Peering • Multilateral • Bilateral (or private) • Transit • Issue of settlement • Peer = settlement-free = sender-keep-all (SKA) John Chuang
Peering Source: Kende 2000 John Chuang
Multilateral Peering Source: Kende 2000 John Chuang
Bilateral/Private Peering Source: Kende 2000 John Chuang
Transit Source: Kende 2000 John Chuang
Hot Potato Routing Source: Kende 2000 John Chuang
Free Riding Source: Kende 2000 John Chuang
UUNET Peering Policy • Need to meet following requirements to peer with UUNET (January 2001): • Interconnection Requirements • Geographic scope (> 50% of UUNET scope) • Traffic exchange ratio (not exceed 1.5:1) • Backbone capacity (> 622Mbps) • Traffic volume (> 150Mbps per direction) • Operational Requirements • 24x7 NOC, fully redundant network, implement “shortest-exit routing”, … John Chuang
Interconnection Issues • Peer or transit? • Size (market share) important • Why multilateral peering fails? • Tragedy-of-the-Commons • What about advanced services? • Inter-domain multicast, inter-domain QoS, content peering, … John Chuang
Markets • Bandwidth Markets • Bandwidth is perishable • Bandwidth as tradable commodity • Contract terms • What: Diameter of pipe (Mbps) • Where: city A to city B • When/how long • Other: quality metrics (drop rates, latency, …) John Chuang
Bandwidth Exchanges • Two basic functions • Facilitate financial transaction • Facilitate physical delivery of traded BW • Three types of exchanges • Sole seller of bandwidth (e.g., Enron, Williams) • Neutral facilitator of member trading (e.g., Band-X, RateXchange) • Member-managed exchange (e.g., Bandwidth Financial Corporation, Commerex) John Chuang Source: Mindel and Sirbu 2001